diff --git a/.gitattributes b/.gitattributes index a6344aac8c09253b3b630fb776ae94478aa0275b..d28b13c93d247d7b4832f743f5108cd5694d4a30 100644 --- a/.gitattributes +++ b/.gitattributes @@ -33,3 +33,37 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text *.zip filter=lfs diff=lfs merge=lfs -text *.zst filter=lfs diff=lfs merge=lfs -text *tfevents* filter=lfs diff=lfs merge=lfs -text +almeval/models/glm4voice/resources/web_demo.png filter=lfs diff=lfs merge=lfs -text +almeval/models/glm4voice/resources/architecture.jpeg filter=lfs diff=lfs merge=lfs -text +almeval/models/kimi_audio/test_audios/qa_example.wav filter=lfs diff=lfs merge=lfs -text +almeval/models/kimi_audio/test_audios/asr_example.wav filter=lfs diff=lfs merge=lfs -text +almeval/models/kimi_audio/assets/kimia_radar_chart.png filter=lfs diff=lfs merge=lfs -text +almeval/models/kimi_audio/assets/kimia_framework.png filter=lfs diff=lfs merge=lfs -text +almeval/models/kimi_audio/assets/kimia_logo.png filter=lfs diff=lfs merge=lfs -text +almeval/models/kimi_audio/assets/kimia_report.pdf filter=lfs diff=lfs merge=lfs -text +almeval/models/kimi_audio/kimia_infer/models/tokenizer/glm4/resources/architecture.jpeg filter=lfs diff=lfs merge=lfs -text +almeval/models/kimi_audio/kimia_infer/models/tokenizer/glm4/resources/web_demo.png filter=lfs diff=lfs merge=lfs -text +almeval/models/stepaudio/assets/architecture.png filter=lfs diff=lfs merge=lfs -text +almeval/models/stepaudio/assets/rlhf.png filter=lfs diff=lfs merge=lfs -text +almeval/models/stepaudio/assets/pipeline.png filter=lfs diff=lfs merge=lfs -text +almeval/models/stepaudio/assets/Step-Audio.pdf filter=lfs diff=lfs merge=lfs -text +almeval/models/stepaudio/assets/stepeval_radar_chart.png filter=lfs diff=lfs merge=lfs -text +almeval/models/stepaudio/speakers/TingtingRAP_prompt.wav filter=lfs diff=lfs merge=lfs -text +almeval/models/stepaudio/speakers/Tingting_prompt.wav filter=lfs diff=lfs merge=lfs -text +almeval/models/stepaudio/speakers/Tingting哼唱_prompt.wav filter=lfs diff=lfs merge=lfs -text +almeval/models/stepaudio/examples/clone_wav_yuqian.wav filter=lfs diff=lfs merge=lfs -text +almeval/models/stepaudio/examples/multilingual2.wav filter=lfs diff=lfs merge=lfs -text +almeval/models/stepaudio/examples/multilingual_singing.wav filter=lfs diff=lfs merge=lfs -text +almeval/models/stepaudio/examples/prompt_wav_lixueqin.wav filter=lfs diff=lfs merge=lfs -text +almeval/models/stepaudio/examples/prompt_wav_zhaobenshan.wav filter=lfs diff=lfs merge=lfs -text +almeval/models/stepaudio/examples/singing.wav filter=lfs diff=lfs merge=lfs -text +almeval/models/stepaudio/examples/clone_wav_lixueqin.wav filter=lfs diff=lfs merge=lfs -text +almeval/models/stepaudio/examples/speed_control1.wav filter=lfs diff=lfs merge=lfs -text +almeval/models/stepaudio/examples/emotional_control1.wav filter=lfs diff=lfs merge=lfs -text +almeval/models/stepaudio/examples/emotional_control2.wav filter=lfs diff=lfs merge=lfs -text +almeval/models/stepaudio/examples/multilingual1.wav filter=lfs diff=lfs merge=lfs -text +almeval/models/stepaudio/examples/prompt_wav_yuqian.wav filter=lfs diff=lfs merge=lfs -text +almeval/models/stepaudio/examples/rap.wav filter=lfs diff=lfs merge=lfs -text +almeval/models/stepaudio/examples/speed_control2.wav filter=lfs diff=lfs merge=lfs -text +almeval/models/stepaudio/examples/tone_control.wav filter=lfs diff=lfs merge=lfs -text +tests/data/asr_example.wav filter=lfs diff=lfs merge=lfs -text diff --git a/almeval/models/glm4voice/resources/architecture.jpeg b/almeval/models/glm4voice/resources/architecture.jpeg new file mode 100644 index 0000000000000000000000000000000000000000..f0d43e115a93073a762d7ccb6a1751f1d6a80a23 --- /dev/null +++ b/almeval/models/glm4voice/resources/architecture.jpeg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a1f8a08e4fdedb82a776ed949d1ff5b48f04f9996681b5646ac3b939dda88eb9 +size 143170 diff --git a/almeval/models/glm4voice/resources/web_demo.png b/almeval/models/glm4voice/resources/web_demo.png new file mode 100644 index 0000000000000000000000000000000000000000..f06b437b2a9427a41f3c3babf64d1c05f84965fe --- /dev/null +++ b/almeval/models/glm4voice/resources/web_demo.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:565cfa8fe6ee3998e6425c252bf646a68aae5b8d9957e0b51733b1001138b346 +size 143112 diff --git a/almeval/models/kimi_audio/assets/kimia_framework.png b/almeval/models/kimi_audio/assets/kimia_framework.png new file mode 100644 index 0000000000000000000000000000000000000000..78dad9a3025a8ea5d9188c5b8a5444acbd921b86 --- /dev/null +++ b/almeval/models/kimi_audio/assets/kimia_framework.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:88e34c7745dd95c77f7020cfcd42810deaddc8e57dd257585126b613b8e2ddcd +size 598697 diff --git a/almeval/models/kimi_audio/assets/kimia_logo.png b/almeval/models/kimi_audio/assets/kimia_logo.png new file mode 100644 index 0000000000000000000000000000000000000000..d32ad06c403ae82978f3ba7299e97bc31fbc03df --- /dev/null +++ b/almeval/models/kimi_audio/assets/kimia_logo.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fcc60532e50061e8d3d65a519178306e864b9cc5de7ccee41d4d892e9ce3fb23 +size 284013 diff --git a/almeval/models/kimi_audio/assets/kimia_radar_chart.png b/almeval/models/kimi_audio/assets/kimia_radar_chart.png new file mode 100644 index 0000000000000000000000000000000000000000..2124b97406208ca7b5a3c5fbc936f1cc47fc40f6 --- /dev/null +++ b/almeval/models/kimi_audio/assets/kimia_radar_chart.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6d2b32e9ccd6b877e289a5d45e1c912bbb0ee4b7ccf439700106aa45c4e4f46b +size 2385153 diff --git a/almeval/models/kimi_audio/assets/kimia_report.pdf b/almeval/models/kimi_audio/assets/kimia_report.pdf new file mode 100644 index 0000000000000000000000000000000000000000..98fcd1929621cb0a45ed86f2d585b053fce5b8ea --- /dev/null +++ b/almeval/models/kimi_audio/assets/kimia_report.pdf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8928bbfc59d21811a2ecdbaabe277763973aa3ff761682efb8c614bc6fc77666 +size 2433108 diff --git a/almeval/models/kimi_audio/kimia_infer/models/tokenizer/glm4/resources/architecture.jpeg b/almeval/models/kimi_audio/kimia_infer/models/tokenizer/glm4/resources/architecture.jpeg new file mode 100644 index 0000000000000000000000000000000000000000..f0d43e115a93073a762d7ccb6a1751f1d6a80a23 --- /dev/null +++ b/almeval/models/kimi_audio/kimia_infer/models/tokenizer/glm4/resources/architecture.jpeg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a1f8a08e4fdedb82a776ed949d1ff5b48f04f9996681b5646ac3b939dda88eb9 +size 143170 diff --git a/almeval/models/kimi_audio/kimia_infer/models/tokenizer/glm4/resources/web_demo.png b/almeval/models/kimi_audio/kimia_infer/models/tokenizer/glm4/resources/web_demo.png new file mode 100644 index 0000000000000000000000000000000000000000..f06b437b2a9427a41f3c3babf64d1c05f84965fe --- /dev/null +++ b/almeval/models/kimi_audio/kimia_infer/models/tokenizer/glm4/resources/web_demo.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:565cfa8fe6ee3998e6425c252bf646a68aae5b8d9957e0b51733b1001138b346 +size 143112 diff --git a/almeval/models/kimi_audio/kimia_infer/models/tokenizer/whisper_Lv3/mel_filters.npz b/almeval/models/kimi_audio/kimia_infer/models/tokenizer/whisper_Lv3/mel_filters.npz new file mode 100644 index 0000000000000000000000000000000000000000..cc5204d86199d18f715b92afa2c2b644f176c56c --- /dev/null +++ b/almeval/models/kimi_audio/kimia_infer/models/tokenizer/whisper_Lv3/mel_filters.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7450ae70723a5ef9d341e3cee628c7cb0177f36ce42c44b7ed2bf3325f0f6d4c +size 4271 diff --git a/almeval/models/kimi_audio/test_audios/asr_example.wav b/almeval/models/kimi_audio/test_audios/asr_example.wav new file mode 100644 index 0000000000000000000000000000000000000000..fb1944262231abb67200f07f4411d62d70d88ac2 --- /dev/null +++ b/almeval/models/kimi_audio/test_audios/asr_example.wav @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5214e16584b6498ddbd22f321738c0f62b19117ab1880b21e405fba983986b6a +size 332204 diff --git a/almeval/models/kimi_audio/test_audios/qa_example.wav b/almeval/models/kimi_audio/test_audios/qa_example.wav new file mode 100644 index 0000000000000000000000000000000000000000..4789cc7f79f978004ee9d4188228954283187490 --- /dev/null +++ b/almeval/models/kimi_audio/test_audios/qa_example.wav @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9518e276b1d7a1e64fa03138524e515719ab98adcbb82b9b201c8d6db145f26c +size 118146 diff --git a/almeval/models/stepaudio/Dockerfile-vllm b/almeval/models/stepaudio/Dockerfile-vllm new file mode 100644 index 0000000000000000000000000000000000000000..afa4605074a69d6b046e028f531b25f4d8c17897 --- /dev/null +++ b/almeval/models/stepaudio/Dockerfile-vllm @@ -0,0 +1,35 @@ +FROM nvidia/cuda:12.4.1-cudnn-runtime-ubuntu22.04 + +ENV TZ=Asia/Shanghai +RUN ln -snf /usr/share/zoneinfo/$TZ /etc/localtime \ + && echo $TZ > /etc/timezone + +RUN apt-get update \ + && apt-get install -y build-essential \ + && apt-get install -y wget \ + && apt-get install -y software-properties-common curl zip unzip git-lfs awscli libssl-dev openssh-server vim \ + && apt-get install -y net-tools iputils-ping iproute2 \ + && apt-get clean \ + && rm -rf /var/lib/apt/lists/* + +RUN apt-get install --reinstall ca-certificates && update-ca-certificates \ + && apt-get clean \ + && rm -rf /var/lib/apt/lists/* + +RUN add-apt-repository -y 'ppa:deadsnakes/ppa' && apt update +RUN apt install python3.10 python3.10-dev python3.10-distutils python3.10-venv -y \ + && apt-get clean \ + && rm -rf /var/lib/apt/lists/* + +RUN wget -qO- https://bootstrap.pypa.io/get-pip.py | python3.10 +RUN ln -s /usr/bin/python3.10 /usr/bin/python +RUN pip uninstall -y Pillow && pip install pillow + +COPY requirements-vllm.txt /tmp/requirements.txt +RUN pip3 install -r /tmp/requirements.txt +# update vllm +RUN VLLM_PYTHON_DIR=$(pip3 show vllm | grep Location | awk '{print $2}')/vllm \ + && git clone -b add-step1-model https://github.com/stepfun-ai/vllm.git /tmp/vllm \ + && cd /tmp/vllm/vllm \ + && find . -name '*.py' -exec cp -v --parents -t $VLLM_PYTHON_DIR {} + \ + && rm -rf /tmp/vllm \ No newline at end of file diff --git a/almeval/models/stepaudio/README_JP.md b/almeval/models/stepaudio/README_JP.md new file mode 100644 index 0000000000000000000000000000000000000000..3550d6e433a6b12aef7ed9e82d35114e42ef4e32 --- /dev/null +++ b/almeval/models/stepaudio/README_JP.md @@ -0,0 +1,674 @@ +

+ 中文   ｜  English  ｜   日本語  +

+

+ +# Step-Audio +

+ +

+
+   +   +
+ +
+   +   +
+
+   +   +
+ +## 🔥🔥🔥 ニュース!! +* 2025年2月17日: 👋 推論コードとモデルの重みをリリースしました。[Step-Audio-Chat](https://huggingface.co/stepfun-ai/Step-Audio-Chat), [Step-Audio-TTS-3B](https://huggingface.co/stepfun-ai/Step-Audio-TTS-3B) および [Step-Audio-Tokenizer](https://huggingface.co/stepfun-ai/Step-Audio-Tokenizer)。 +* 2025年2月17日: 👋 マルチターンオーディオベンチマーク [StepEval-Audio-360](https://huggingface.co/datasets/stepfun-ai/StepEval-Audio-360) をリリースしました。 +* 2025年2月17日: 👋 技術レポート [Step-Audio-Report](https://arxiv.org/abs/2502.11946) をリリースしました。 + +## 目次 + +1. [紹介](#1-紹介) +2. [モデル概要](#2-モデル概要) +3. [モデルのダウンロード](#3-モデルのダウンロード) +4. [モデルの使用方法](#4-モデルの使用方法) +5. [ベンチマーク](#5-ベンチマーク) +6. [オンラインエンジン](#6-オンラインエンジン) +7. [引用](#7-引用) + +## 1. 紹介 + +Step-Audioは、音声理解と生成を統合した業界初の製品レベルのオープンソースリアルタイム音声対話システムであり、多言語対話（例：日本語、英語、中国語）、音声感情（例：喜び、悲しみ）、方言（例：関西弁、広東語）、音声速度および韻律スタイルの調整をサポートします。Step-Audioは、以下の4つの主要な技術革新を示しています： + +- **1300億パラメータのマルチモーダルモデル**：単一の統合モデルで、音声認識、意味理解、対話、音声クローン、音声生成を実行します。1300億パラメータのStep-Audio-Chatバリアントをオープンソース化しました。 + +- **生成データエンジン**：従来のTTSが手動データ収集に依存することを排除し、1300億パラメータのマルチモーダルモデルを使用して高品質の音声を生成します。このデータを活用して、リソース効率の高いStep-Audio-TTS-3Bモデルをトレーニングし、制御可能な音声合成のための指示フォロー機能を強化しました。 + +- **細かい音声制御**：指示ベースの制御設計を通じて、複数の感情（怒り、喜び、悲しみ）、方言（関西弁、広東語など）、および音声スタイル（ラップ、アカペラハミング）をサポートし、多様な音声生成ニーズに対応します。 + +- **強化されたインテリジェンス**：ToolCallメカニズムの統合とロールプレイングの強化を通じて、エージェントの複雑なタスクにおけるパフォーマンスを向上させます。 + +## 2. モデル概要 +Step-Audioでは、音声ストリームをトークン化するために、並列のセマンティック（16.7Hz、1024エントリのコードブック）および音響（25Hz、4096エントリのコードブック）トークナイザーを組み合わせたデュアルコードブックフレームワークを使用し、2:3の時間的インターリーブを行います。1300億パラメータのLLM基盤（Step-1）は、音声コンテキスト化継続的事前トレーニングおよびタスク固有の後トレーニングを通じて強化され、強力なクロスモーダル音声理解を実現します。フローマッチングとニューラルボコーダを組み合わせたハイブリッド音声デコーダを使用し、リアルタイムの波形生成を最適化します。推論パイプラインは、投機的応答生成（40％のコミット率）およびテキストベースのコンテキスト管理（14:1の圧縮率）を特徴とするストリーミング対応アーキテクチャを備えています。 +![Architecture](assets/architecture.png) + +### 2.1 トークナイザー + +セマンティックトークナイザーと音響トークナイザーを効果的に統合するために、トークンレベルのインターリーブアプローチを実装しています。セマンティックトークナイザーは1024のコードブックサイズを使用し、音響トークナイザーはより大きな4096のコードブックサイズを使用して、より細かい音響の詳細をキャプチャします。異なるトークンレートを考慮して、2つのセマンティックトークンごとに3つの音響トークンをペアリングする2:3の時間的アライメント比を確立します。 + +### 2.2 言語モデル + +Step-Audioの音声情報を効果的に処理し、正確な音声-テキストアライメントを実現するために、1300億パラメータの事前トレーニングされたテキストベースの大規模言語モデル（LLM）であるStep-1に基づいて、音声継続的事前トレーニングを実施しました。 + +### 2.3 音声デコーダ +Step-Audioの音声デコーダは、セマンティックおよび音響情報を含む離散音声トークンを、自然な音声を表す連続的な時間領域の波形に変換する重要な機能を果たします。デコーダアーキテクチャには、フローマッチングモデルとメルから波形へのボコーダが組み込まれています。生成された音声の明瞭度と自然さを最適化するために、音声デコーダはデュアルコードインターリーブアプローチを使用してトレーニングされ、生成プロセス全体でセマンティックおよび音響機能のシームレスな統合を確保します。 + +### 2.4 リアルタイム推論パイプライン +リアルタイムの対話を可能にするために、最適化された推論パイプラインを設計しました。その中心には、状態遷移を管理し、投機的応答生成を調整し、重要なサブシステム間のシームレスな調整を確保するコントローラーモジュールがあります。これらのサブシステムには、ユーザーの音声を検出する音声活動検出（VAD）、リアルタイムで音声を処理するストリーミングオーディオトークナイザー、応答を処理および生成するStep-Audio言語モデルおよび音声デコーダ、および会話の連続性を維持するコンテキストマネージャが含まれます。 +![Inference Pipeline](assets/pipeline.png) + +### 2.5 後トレーニングの詳細 +後トレーニングフェーズでは、自動音声認識（ASR）およびテキストから音声への変換（TTS）のタスク固有の監督付き微調整（SFT）を実施しました。音声入力テキスト出力（AQTA）タスクについては、多様な高品質データセットを使用してSFTを実施し、人間のフィードバックからの強化学習（RLHF）を組み合わせて応答品質を向上させ、感情表現、音声速度、方言、および韻律の細かい制御を可能にしました。 +![RLHF](assets/rlhf.png) + + +## 3. モデルのダウンロード +### 3.1 Huggingface +| モデル | リンク | +|-------|-------| +| Step-Audio-Tokenizer | [🤗huggingface](https://huggingface.co/stepfun-ai/Step-Audio-Tokenizer) | +| Step-Audio-Chat | [🤗huggingface](https://huggingface.co/stepfun-ai/Step-Audio-Chat) | +| Step-Audio-TTS-3B | [🤗huggingface](https://huggingface.co/stepfun-ai/Step-Audio-TTS-3B) | + +### 3.2 Modelscope +| モデル | リンク | +|-------|-------| +| Step-Audio-Tokenizer | [modelscope](https://modelscope.cn/models/stepfun-ai/Step-Audio-Tokenizer) | +| Step-Audio-Chat | [modelscope](https://modelscope.cn/models/stepfun-ai/Step-Audio-Chat) | +| Step-Audio-TTS-3B | [modelscope](https://modelscope.cn/models/stepfun-ai/Step-Audio-TTS-3B) | + +## 4. モデルの使用方法 +### 📜 4.1 要件 +次の表は、Step-Audioモデル（バッチサイズ=1）を実行するための要件を示しています： + +| モデル | 設定
(サンプル周波数) | GPU最小メモリ | +|------------|--------------------------------|----------------| +| Step-Audio-Tokenizer | 41.6Hz | 1.5GB | +| Step-Audio-Chat | 41.6Hz | 265GB | +| Step-Audio-TTS-3B | 41.6Hz | 8GB | + +* CUDAサポートのあるNVIDIA GPUが必要です。 + * モデルは、4つのA800 80G GPUでテストされています。 + * **推奨**：より良い生成品質のために、80GBメモリを持つ4つのA800/H800 GPUを使用することをお勧めします。 +* テストされたオペレーティングシステム：Linux + +### 🔧 4.2 依存関係とインストール +- Python >= 3.10.0（[Anaconda](https://www.anaconda.com/download/#linux)または[Miniconda](https://docs.conda.io/en/latest/miniconda.html)の使用を推奨） +- [PyTorch >= 2.3-cu121](https://pytorch.org/) +- [CUDA Toolkit](https://developer.nvidia.com/cuda-downloads) + +```bash +git clone https://github.com/stepfun-ai/Step-Audio.git +conda create -n stepaudio python=3.10 +conda activate stepaudio + +cd Step-Audio +pip install -r requirements.txt + +git lfs install +git clone https://huggingface.co/stepfun-ai/Step-Audio-Tokenizer +git clone https://huggingface.co/stepfun-ai/Step-Audio-Chat +git clone https://huggingface.co/stepfun-ai/Step-Audio-TTS-3B + +``` + +モデルをダウンロードした後、where_you_download_dirは次の構造を持つ必要があります： +``` +where_you_download_dir +├── Step-Audio-Tokenizer +├── Step-Audio-Chat +├── Step-Audio-TTS-3B +``` + +#### Docker 実行環境 + +dockerを使用してStep-Audioの実行に必要な環境を作成します + +```bash +# Dockerイメージのビルド +docker build . -t step-audio + +# Dockerコンテナの実行 +docker run --rm -ti --gpus all \ + -v /your/code/path:/app -v /your/model/path:/model \ + -p 7860:7860 \ + step-audio \ + -- bash + +# vLLM Dockerイメージのビルド +docker build -f Dockerfile-vllm -t step-audio-vllm . + +# vLLM Dockerコンテナの実行 +docker run --rm -ti --gpus all \ + -v /your/code/path:/app -v /your/model/path:/model \ + -p 7860:7860 \ + -p 8000:8000 \ + step-audio-vllm \ + -- bash +``` + + +### 🚀 4.3 推論スクリプト +#### オフライン推論 +エンドツーエンドの音声/テキスト入力と音声/テキスト出力で推論を行います。 +```bash +python offline_inference.py --model-path where_you_download_dir +``` +#### TTS推論 +デフォルトのスピーカーを使用してTTSを推論するか、新しいスピーカーでクローンを作成します +```bash +python tts_inference.py --model-path where_you_download_dir --output-path where_you_save_audio_dir --synthesis-type use_tts_or_clone +``` +クローンモードには、次の形式のスピーカー情報辞書が必要です： +```bash +{ + "speaker": "speaker id", + "prompt_text": "content of prompt wav", + "wav_path": "prompt wav path" +} +``` + +#### Webデモの起動 +オンライン推論のためにローカルサーバーを起動します。 +4つのGPUが利用可能で、すべてのモデルをダウンロード済みであると仮定します。 + +```bash +# Step-Audio-Chat デモ +python app.py --model-path where_you_download_dir + +# Step-Audio-TTS-3B デモ +python tts_app.py --model-path where_you_download_dir + +``` + +#### vLLMを用いた対話モデル推論（推奨） +Step-Audio-Chatは130Bパラメータの大規模言語モデルであり、テンソル並列処理をサポートするvLLMを使用した推論を推奨します。 + * vLLMはTokenizerおよびTTSをロードしないため、音声入力による推論には対応していません + +現在の公式vLLMはStep 1モデルアーキテクチャに対応していないため、当社の[開発ブランチ](https://github.com/stepfun-ai/vllm/tree/add-step1-model)を使用したローカルインストールを推奨します。 + +本モデルのAttentionメカニズムはALIBIの変種実装を採用しているため、公式flash attentionライブラリとの互換性がありません。[Step-Audio-Chat](https://huggingface.co/stepfun-ai/Step-Audio-Chat/tree/main/lib)リポジトリにカスタム版flash attentionライブラリを提供しています。モデル実行前に必ず環境変数へカスタムライブラリのパスを追加してください。 + +```bash +export OPTIMUS_LIB_PATH=where_you_download_dir/Step-Audio-Chat/lib + +vllm serve where_you_download_dir/Step-Audio-Chat --dtype auto -tp $tp --served-model-name step-audio-chat --trust-remote-code + +# vLLMチャットの呼び出し例 +python call_vllm_chat.py +``` + +## 5. ベンチマーク + +### 5.1 ASR結果の比較 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
隠れた特徴モデリング離散音声トークンモデリング
Whisper Large-v3Qwen2-AudioMinMoLUCYMoshiGLM-4-voice BaseGLM-4-voice ChatStep-Audio PretrainStep-Audio-Chat
Aishell-15.141.53-2.4-2.46226.470.871.95
Aishell-2 ios4.763.062.69---211.32.913.57
Wenetspeech test-net9.687.726.648.78--146.057.628.75
Wenet test-meeting18.548.47.610.42--140.827.789.52
Librispeech test-clean1.91.61.63.365.72.8275.392.363.11
Librispeech test-other3.653.63.828.05-7.6680.36.328.44
AVG7.284.32----146.744.645.89
+ +### 5.2 TTS +#### 5.2.1 GLM-4-VoiceとMinMoのコンテンツ一貫性（CER/WER）のパフォーマンス比較。 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
モデルtest-zhtest-en
CER (%) ↓WER (%) ↓
GLM-4-Voice2.192.91
MinMo2.482.90
Step-Audio1.532.71
+ +#### 5.2.2 SEEDテストセットでのTTSモデルの結果。 +* StepAudio-TTS-3B-Singleは、デュアルコードブックバックボーンとシングルコードブックボコーダの組み合わせを示します。 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
モデルtest-zhtest-en
CER (%) ↓SS ↑WER (%) ↓SS ↑
FireRedTTS1.510.6303.820.460
MaskGCT2.270.7742.620.774
CosyVoice3.630.7754.290.699
CosyVoice 21.450.8062.570.736
CosyVoice 2-S1.450.8122.380.743
Step-Audio-TTS-3B-Single1.370.8022.520.704
Step-Audio-TTS-3B1.310.7332.310.660
Step-Audio-TTS1.170.732.00.660
+ +#### 5.2.3 デュアルコードブック再合成とCosyVoiceのパフォーマンス比較。 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
トークンtest-zhtest-en
CER (%) ↓SS ↑WER (%) ↓SS ↑
Groundtruth0.972-2.156-
CosyVoice2.8570.8494.5190.807
Step-Audio-TTS-3B2.1920.7843.5850.742
+ +### 5.3 AQTAチャット +[**StepEval-Audio-360**](https://huggingface.co/datasets/stepfun-ai/StepEval-Audio-360) を新しいベンチマークとしてリリースしました。これは、実際のユーザーからの137のマルチターンの日本語プロンプトで構成されており、生成された応答の品質を次の次元で評価するように設計されています：音声指示のフォロー、音声理解、論理的推論、ロールプレイング、創造性、歌唱、言語能力、音声感情制御、ゲーム。 + +#### 5.3.1 StepEval-Audio-360 + +#### LLM評価指標（GPT-4o） + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
StepEval-Audio-360での音声チャットの基本機能の比較。
モデル事実性（% ↑）関連性（% ↑）チャットスコア ↑
GLM4-Voice54.766.43.49
Qwen2-Audio22.626.32.27
Moshi*1.001.49
Step-Audio-Chat66.475.24.11
+ +* 注：Moshiは「\*」でマークされており、参考として考慮する必要があります。 + +#### レーダーチャート（人間の評価） +QR code + +#### 5.3.2 公開テストセット + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
モデルLlama QuestionWeb QuestionsTriviaQA*ComplexBenchHSK-6
GLM4-Voice64.732.239.166.074.0
Moshi62.326.622.8--
Freeze-Omni72.044.753.9--
LUCY59.729.327.0--
MinMo78.955.048.3--
Qwen2-Audio52.027.037.354.0-
Step-Audio-Chat81.075.158.074.086.0
+ +* 注：TriviaQAデータセットで「\*」でマークされた結果は参考として考慮されます。 + +#### 5.3.3 音声指示のフォロー + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
カテゴリ指示のフォロー音声品質
GLM-4-VoiceStep-AudioGLM-4-VoiceStep-Audio
言語1.93.82.93.3
ロールプレイング3.84.23.23.6
歌唱 / ラップ2.12.42.44
音声制御3.64.43.34.1
+ +## 6. オンラインエンジン +Step-Audioのオンラインバージョンは、[跃问](https://yuewen.cn)のアプリバージョンからアクセスでき、いくつかの印象的な例も見つけることができます。 + +QR code + +## 7. 例 +### 音声クローン +| 役割 | プロンプト音声 | クローン音声 | +|:-------:|:-------:|:-------:| +|于谦| [google drive](https://drive.google.com/file/d/1N9EJypafFwmeL0R152GoL_CVGbYn1_9A/preview)
[audio file](https://github.com/stepfun-ai/Step-Audio/tree/main/examples/prompt_wav_yuqian.wav)|[google drive](https://drive.google.com/file/d/1Zs_1QrCUuoSqtUSdn2ENIor-k5baQdDV/preview)
[audio file](https://github.com/stepfun-ai/Step-Audio/tree/main/examples/clone_wav_yuqian.wav)| +|李雪琴| [google drive](https://drive.google.com/file/d/15SkZ29hksELYi1NDOxYOPu-kRTLSyke_/preview)
[audio file](https://github.com/stepfun-ai/Step-Audio/tree/main/examples/prompt_wav_lixueqin.wav)|[google drive](https://drive.google.com/file/d/11Le4qMqL2DmWpf7RFRpKUXERIR9TtKC0/preview)
[audio file](https://github.com/stepfun-ai/Step-Audio/tree/main/examples/clone_wav_lixueqin.wav)| + +### 速度制御 +| プロンプト | 応答 | +|:-------:|:-------:| +|Human: 早口言葉を言ってください
Assistant: すもももももももものうち
Human: もっと早く言えますか？|[google drive](https://drive.google.com/file/d/1mAH-NRrOVZo4tv6gdAZkyJg8kRuTNNGC/preview)
[audio file](https://github.com/stepfun-ai/Step-Audio/tree/main/examples/speed_control1.wav)| +|Human: 早口言葉を言ってください
Assistant: すもももももももものうち
Human: もっと早く言えますか？
Assistant: すもももももももものうち
Human: もっとゆっくり言ってください。|[google drive](https://drive.google.com/file/d/1FhRnKo8uGrtO-cWg4qkrg8iDoNRbtqSX/preview)
[audio file](https://github.com/stepfun-ai/Step-Audio/tree/main/examples/speed_control2.wav)| + +### 高EQ（感情制御 & トーン制御） +| プロンプト | 応答 | +|:-------:|:-------:| +|Human: もっとかわいく話してみてください。|[google drive](https://drive.google.com/file/d/19IROE6_6h2UQVNniCmDTnrhxKRMOFHq3/preview)
[audio file](https://github.com/stepfun-ai/Step-Audio/tree/main/examples/tone_control.wav)| +|Human: どうしよう、人生がうまくいかない。|[google drive](https://drive.google.com/file/d/1JlLbOlzmdrokVdxtwy1S8eeWqsZR2Vmc/preview)
[audio file](https://github.com/stepfun-ai/Step-Audio/tree/main/examples/emotional_control1.wav)| +|Human: すごいですね。|[google drive](https://drive.google.com/file/d/19ga1RpguDP5r0Xfl1r5GY1J-kzbmHvJb/preview)
[audio file](https://github.com/stepfun-ai/Step-Audio/tree/main/examples/emotional_control2.wav)| + +### 多言語（例：日本語、英語、中国語） +| プロンプト | 応答 | +|:-------:|:-------:| +|Human: "It's raining cats and dogs" ってどういう意味ですか？
Assistant: "It's raining cats and dogs" というのは、非常に激しい雨が降っていることを意味します。実際に猫や犬が空から降ってくるわけではありません！これは激しい雨を表現するための面白い言い方です。|[google drive](https://drive.google.com/file/d/1LEIvdR5ANMzWX8GOTqUPTNrynNS1xx--/preview)
[audio file](https://github.com diff --git a/almeval/models/stepaudio/assets/Step-Audio.pdf b/almeval/models/stepaudio/assets/Step-Audio.pdf new file mode 100644 index 0000000000000000000000000000000000000000..23b3945a174abfdec1192c8c514cf2ca84158afe --- /dev/null +++ b/almeval/models/stepaudio/assets/Step-Audio.pdf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:de3a061acb18ba15f965113aa179ec76a9f1e513451c995f7e0ed18ae15c7ef2 +size 6952313 diff --git a/almeval/models/stepaudio/assets/architecture.png b/almeval/models/stepaudio/assets/architecture.png new file mode 100644 index 0000000000000000000000000000000000000000..70a4c41c89dfb84ce503afee355c8fa1be0934dc --- /dev/null +++ b/almeval/models/stepaudio/assets/architecture.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:478749d7110ad9e4f31225d76e3e896fe95391a1711bbe379766731f1857c377 +size 801602 diff --git a/almeval/models/stepaudio/assets/logo.png b/almeval/models/stepaudio/assets/logo.png new file mode 100644 index 0000000000000000000000000000000000000000..0b972779477f5707f49b9f4db9c920af87ed90d7 Binary files /dev/null and b/almeval/models/stepaudio/assets/logo.png differ diff --git a/almeval/models/stepaudio/assets/pipeline.png b/almeval/models/stepaudio/assets/pipeline.png new file mode 100644 index 0000000000000000000000000000000000000000..63b1134a2a6b5da05efe395c86211fc930000a9b --- /dev/null +++ b/almeval/models/stepaudio/assets/pipeline.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:de38317a91553ea2a89ffb812697a8163fc05269a6c0e009e76b92e95c15e060 +size 794128 diff --git a/almeval/models/stepaudio/assets/rlhf.png b/almeval/models/stepaudio/assets/rlhf.png new file mode 100644 index 0000000000000000000000000000000000000000..bb2ef3bee5ee4a8b3b212dd48750b272c7a493c9 --- /dev/null +++ b/almeval/models/stepaudio/assets/rlhf.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c0de6c940771ced3beaaf204c4fee6356bc44834e7f0990b66e9ad6b557248bc +size 880020 diff --git a/almeval/models/stepaudio/assets/stepeval_radar_chart.png b/almeval/models/stepaudio/assets/stepeval_radar_chart.png new file mode 100644 index 0000000000000000000000000000000000000000..91c241a6c78a96bdd02953e2f7393cdf75f46a6d --- /dev/null +++ b/almeval/models/stepaudio/assets/stepeval_radar_chart.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cb17b166e608380c674a8a84bb64b598e547143eb650a51f54d9ecf10276f70e +size 365219 diff --git a/almeval/models/stepaudio/assets/yuewen.jpeg b/almeval/models/stepaudio/assets/yuewen.jpeg new file mode 100644 index 0000000000000000000000000000000000000000..d543543dea98c57c46f5e0597b8eb9fe126d8a67 Binary files /dev/null and b/almeval/models/stepaudio/assets/yuewen.jpeg differ diff --git a/almeval/models/stepaudio/examples/clone_wav_lixueqin.wav b/almeval/models/stepaudio/examples/clone_wav_lixueqin.wav new file mode 100644 index 0000000000000000000000000000000000000000..37e10814d7b21c9b1419eebbd66469463a081fe1 --- /dev/null +++ b/almeval/models/stepaudio/examples/clone_wav_lixueqin.wav @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4e9de6d9c0e98c466fec26a806f64a60d56faa99f641d389f9de8c259201bad5 +size 285774 diff --git a/almeval/models/stepaudio/examples/clone_wav_yuqian.wav b/almeval/models/stepaudio/examples/clone_wav_yuqian.wav new file mode 100644 index 0000000000000000000000000000000000000000..fd9d7fe16ec2c0439eff288aa198d4bb47857700 --- /dev/null +++ b/almeval/models/stepaudio/examples/clone_wav_yuqian.wav @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5d89b264b1698dabe293e8d48c94499b8d19bea42859c97ff041769db62fbdcb +size 619086 diff --git a/almeval/models/stepaudio/examples/emotional_control1.wav b/almeval/models/stepaudio/examples/emotional_control1.wav new file mode 100644 index 0000000000000000000000000000000000000000..b3e34a172159c69c454540d6afcc957beff8827f --- /dev/null +++ b/almeval/models/stepaudio/examples/emotional_control1.wav @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:75ef4b31d860813e0a178c90df03e07e763c5ff3fc35d654cdf5f5f6c1451a12 +size 980012 diff --git a/almeval/models/stepaudio/examples/emotional_control2.wav b/almeval/models/stepaudio/examples/emotional_control2.wav new file mode 100644 index 0000000000000000000000000000000000000000..9f31119933fa380ffcf98d89f765a7399439abba --- /dev/null +++ b/almeval/models/stepaudio/examples/emotional_control2.wav @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:abd39f0ebfb6607af65a77e25d808de7435cbe8fb3e74d53074224b353787ef1 +size 327724 diff --git a/almeval/models/stepaudio/examples/multilingual1.wav b/almeval/models/stepaudio/examples/multilingual1.wav new file mode 100644 index 0000000000000000000000000000000000000000..e4e557d013b4b0e7230a5427433d02993b39bf16 --- /dev/null +++ b/almeval/models/stepaudio/examples/multilingual1.wav @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e8f8ee61cf128f9037a544a80fd72e421d627882228988543874dc97d4314906 +size 100396 diff --git a/almeval/models/stepaudio/examples/multilingual2.wav b/almeval/models/stepaudio/examples/multilingual2.wav new file mode 100644 index 0000000000000000000000000000000000000000..d5b1b78a5057a16c61abf9560faa67c62201deb2 --- /dev/null +++ b/almeval/models/stepaudio/examples/multilingual2.wav @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5c039642bff22bb884169dca731d851ceae43c58599438f85a95728b897c98c6 +size 665678 diff --git a/almeval/models/stepaudio/examples/multilingual_singing.wav b/almeval/models/stepaudio/examples/multilingual_singing.wav new file mode 100644 index 0000000000000000000000000000000000000000..c1b61b5b1b86c44a4ba4f8a59ae0f9f21eb1faf5 --- /dev/null +++ b/almeval/models/stepaudio/examples/multilingual_singing.wav @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:58a5d3ee4067654abca8a6ca1afd6b9b83dfeadab2f40b112f203a4872bbe850 +size 370694 diff --git a/almeval/models/stepaudio/examples/prompt_wav_lixueqin.wav b/almeval/models/stepaudio/examples/prompt_wav_lixueqin.wav new file mode 100644 index 0000000000000000000000000000000000000000..b56cc42a06e6e15fb2395f7ea2da0f54d1fea882 --- /dev/null +++ b/almeval/models/stepaudio/examples/prompt_wav_lixueqin.wav @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f051b9aaa2d20f5c9894673cedec15fa7b2ae1baaea16cb7653740cd68ef76e9 +size 275242 diff --git a/almeval/models/stepaudio/examples/prompt_wav_yuqian.wav b/almeval/models/stepaudio/examples/prompt_wav_yuqian.wav new file mode 100644 index 0000000000000000000000000000000000000000..f568b7fbd7eef380967506bf5d42de32d8bfd80b --- /dev/null +++ b/almeval/models/stepaudio/examples/prompt_wav_yuqian.wav @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6c50f24fec74f8e18b2fdcab401465d3a4992bd7e7028e2a35a9203db1f08df9 +size 714284 diff --git a/almeval/models/stepaudio/examples/prompt_wav_zhaobenshan.wav b/almeval/models/stepaudio/examples/prompt_wav_zhaobenshan.wav new file mode 100644 index 0000000000000000000000000000000000000000..5737c0785a9cecc7830d410583215a07d79fa3d7 --- /dev/null +++ b/almeval/models/stepaudio/examples/prompt_wav_zhaobenshan.wav @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:416beacd10c063c412497e9a2c4624ff0972a31ff4ef38c73c95768032241480 +size 672044 diff --git a/almeval/models/stepaudio/examples/rap.wav b/almeval/models/stepaudio/examples/rap.wav new file mode 100644 index 0000000000000000000000000000000000000000..f0f382e9b9261f3491723176a69ae0273ee87b61 --- /dev/null +++ b/almeval/models/stepaudio/examples/rap.wav @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2241d9b6bf7eb272822251bbeff5c851e0d3bc82c67dd4d7e7e84766cb7e0aac +size 507948 diff --git a/almeval/models/stepaudio/examples/singing.wav b/almeval/models/stepaudio/examples/singing.wav new file mode 100644 index 0000000000000000000000000000000000000000..c237301fb45a0ac893ee8c4dd05c717c66cd3fd7 --- /dev/null +++ b/almeval/models/stepaudio/examples/singing.wav @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6787572f0eb81ccaee36306a603dbaa802103237113e029475083d311c16e69d +size 549966 diff --git a/almeval/models/stepaudio/examples/speed_control1.wav b/almeval/models/stepaudio/examples/speed_control1.wav new file mode 100644 index 0000000000000000000000000000000000000000..edcae455a40d74020aa21304e13b73d141732ad2 --- /dev/null +++ b/almeval/models/stepaudio/examples/speed_control1.wav @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e53b586f3fa992aa90fdecb05cc566438c2194d2994e4287333739c88724384b +size 189996 diff --git a/almeval/models/stepaudio/examples/speed_control2.wav b/almeval/models/stepaudio/examples/speed_control2.wav new file mode 100644 index 0000000000000000000000000000000000000000..954a269e4d11744ebd9aee2e6f249269e93b4659 --- /dev/null +++ b/almeval/models/stepaudio/examples/speed_control2.wav @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:87147a26106aa5f63a61e57bcc674791396f87173b3cfbf1b0fb47a8dffe3269 +size 264236 diff --git a/almeval/models/stepaudio/examples/tone_control.wav b/almeval/models/stepaudio/examples/tone_control.wav new file mode 100644 index 0000000000000000000000000000000000000000..37eadc79a4b7b86aaf526ceef6cc3a06d9741598 --- /dev/null +++ b/almeval/models/stepaudio/examples/tone_control.wav @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:24e4c974a0d614665a2d69829fbc93ff0cd6f1f2618b15a2850d81d9092fb6f4 +size 550444 diff --git a/almeval/models/stepaudio/funasr_detach/__init__.py b/almeval/models/stepaudio/funasr_detach/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..1a85dbca3c32b291b206a49e60559069c8c4dadc --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/__init__.py @@ -0,0 +1,38 @@ +"""Initialize funasr package.""" + +import os +import pkgutil +import importlib + +dirname = os.path.dirname(__file__) +version_file = os.path.join(dirname, "version.txt") +with open(version_file, "r") as f: + __version__ = f.read().strip() + + +import importlib +import pkgutil + + +def import_submodules(package, recursive=True): + if isinstance(package, str): + package = importlib.import_module(package) + results = {} + for loader, name, is_pkg in pkgutil.walk_packages( + package.__path__, package.__name__ + "." + ): + try: + results[name] = importlib.import_module(name) + except Exception as e: + # 如果想要看到导入错误的具体信息，可以取消注释下面的行 + # print(f"Failed to import {name}: {e}") + pass + if recursive and is_pkg: + results.update(import_submodules(name)) + return results + + +import_submodules(__name__) + +from funasr_detach.auto.auto_model import AutoModel +from funasr_detach.auto.auto_frontend import AutoFrontend diff --git a/almeval/models/stepaudio/funasr_detach/auto/__init__.py b/almeval/models/stepaudio/funasr_detach/auto/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/almeval/models/stepaudio/funasr_detach/auto/auto_frontend.py b/almeval/models/stepaudio/funasr_detach/auto/auto_frontend.py new file mode 100644 index 0000000000000000000000000000000000000000..2bba442373cb0609df00b7d3bda6db3a338b9723 --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/auto/auto_frontend.py @@ -0,0 +1,90 @@ +import time +import logging +from tqdm import tqdm + +from funasr_detach.register import tables +from funasr_detach.download.download_from_hub import download_model +from funasr_detach.utils.load_utils import load_audio_text_image_video, extract_fbank +from funasr_detach.auto.auto_model import prepare_data_iterator +from funasr_detach.auto.auto_model import prepare_data_iterator + + +class AutoFrontend: + def __init__(self, **kwargs): + assert "model" in kwargs + if "model_conf" not in kwargs: + logging.info( + "download models from model hub: {}".format( + kwargs.get("model_hub", "ms") + ) + ) + kwargs = download_model(**kwargs) + + # build frontend + frontend = kwargs.get("frontend", None) + if frontend is not None: + frontend_class = tables.frontend_classes.get(frontend) + frontend = frontend_class(**kwargs["frontend_conf"]) + + self.frontend = frontend + if "frontend" in kwargs: + del kwargs["frontend"] + self.kwargs = kwargs + + def __call__(self, input, input_len=None, kwargs=None, **cfg): + + kwargs = self.kwargs if kwargs is None else kwargs + kwargs.update(cfg) + + key_list, data_list = prepare_data_iterator(input, input_len=input_len) + batch_size = kwargs.get("batch_size", 1) + device = kwargs.get("device", "cpu") + if device == "cpu": + batch_size = 1 + + meta_data = {} + + result_list = [] + num_samples = len(data_list) + pbar = tqdm(colour="blue", total=num_samples + 1, dynamic_ncols=True) + + time0 = time.perf_counter() + for beg_idx in range(0, num_samples, batch_size): + end_idx = min(num_samples, beg_idx + batch_size) + data_batch = data_list[beg_idx:end_idx] + key_batch = key_list[beg_idx:end_idx] + + # extract fbank feats + time1 = time.perf_counter() + audio_sample_list = load_audio_text_image_video( + data_batch, fs=self.frontend.fs, audio_fs=kwargs.get("fs", 16000) + ) + time2 = time.perf_counter() + meta_data["load_data"] = f"{time2 - time1:0.3f}" + speech, speech_lengths = extract_fbank( + audio_sample_list, + data_type=kwargs.get("data_type", "sound"), + frontend=self.frontend, + **kwargs, + ) + time3 = time.perf_counter() + meta_data["extract_feat"] = f"{time3 - time2:0.3f}" + meta_data["batch_data_time"] = ( + speech_lengths.sum().item() + * self.frontend.frame_shift + * self.frontend.lfr_n + / 1000 + ) + + speech.to(device=device), speech_lengths.to(device=device) + batch = {"input": speech, "input_len": speech_lengths, "key": key_batch} + result_list.append(batch) + + pbar.update(1) + description = f"{meta_data}, " + pbar.set_description(description) + + time_end = time.perf_counter() + pbar.set_description(f"time escaped total: {time_end - time0:0.3f}") + + return result_list diff --git a/almeval/models/stepaudio/funasr_detach/auto/auto_model.py b/almeval/models/stepaudio/funasr_detach/auto/auto_model.py new file mode 100644 index 0000000000000000000000000000000000000000..9315da8bfff1716377e9400e104c667fce743cfb --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/auto/auto_model.py @@ -0,0 +1,573 @@ +import json +import time +import copy +import torch +import random +import string +import logging +import os.path +import numpy as np +from tqdm import tqdm + +from funasr_detach.register import tables +from funasr_detach.utils.load_utils import load_bytes +from funasr_detach.download.file import download_from_url +from funasr_detach.download.download_from_hub import download_model +from funasr_detach.utils.vad_utils import slice_padding_audio_samples +from funasr_detach.train_utils.set_all_random_seed import set_all_random_seed +from funasr_detach.train_utils.load_pretrained_model import load_pretrained_model +from funasr_detach.utils.load_utils import load_audio_text_image_video +from funasr_detach.utils.timestamp_tools import timestamp_sentence +from funasr_detach.models.campplus.utils import sv_chunk, postprocess, distribute_spk + +try: + from funasr_detach.models.campplus.cluster_backend import ClusterBackend +except: + print("If you want to use the speaker diarization, please `pip install hdbscan`") + + +def prepare_data_iterator(data_in, input_len=None, data_type=None, key=None): + """ + + :param input: + :param input_len: + :param data_type: + :param frontend: + :return: + """ + data_list = [] + key_list = [] + filelist = [".scp", ".txt", ".json", ".jsonl"] + + chars = string.ascii_letters + string.digits + if isinstance(data_in, str) and data_in.startswith("http"): # url + data_in = download_from_url(data_in) + if isinstance(data_in, str) and os.path.exists( + data_in + ): # wav_path; filelist: wav.scp, file.jsonl;text.txt; + _, file_extension = os.path.splitext(data_in) + file_extension = file_extension.lower() + if file_extension in filelist: # filelist: wav.scp, file.jsonl;text.txt; + with open(data_in, encoding="utf-8") as fin: + for line in fin: + key = "rand_key_" + "".join(random.choice(chars) for _ in range(13)) + if data_in.endswith( + ".jsonl" + ): # file.jsonl: json.dumps({"source": data}) + lines = json.loads(line.strip()) + data = lines["source"] + key = data["key"] if "key" in data else key + else: # filelist, wav.scp, text.txt: id \t data or data + lines = line.strip().split(maxsplit=1) + data = lines[1] if len(lines) > 1 else lines[0] + key = lines[0] if len(lines) > 1 else key + + data_list.append(data) + key_list.append(key) + else: + key = "rand_key_" + "".join(random.choice(chars) for _ in range(13)) + data_list = [data_in] + key_list = [key] + elif isinstance(data_in, (list, tuple)): + if data_type is not None and isinstance( + data_type, (list, tuple) + ): # mutiple inputs + data_list_tmp = [] + for data_in_i, data_type_i in zip(data_in, data_type): + key_list, data_list_i = prepare_data_iterator( + data_in=data_in_i, data_type=data_type_i + ) + data_list_tmp.append(data_list_i) + data_list = [] + for item in zip(*data_list_tmp): + data_list.append(item) + else: + # [audio sample point, fbank, text] + data_list = data_in + key_list = [ + "rand_key_" + "".join(random.choice(chars) for _ in range(13)) + for _ in range(len(data_in)) + ] + else: # raw text; audio sample point, fbank; bytes + if isinstance(data_in, bytes): # audio bytes + data_in = load_bytes(data_in) + if key is None: + key = "rand_key_" + "".join(random.choice(chars) for _ in range(13)) + data_list = [data_in] + key_list = [key] + + return key_list, data_list + + +class AutoModel: + + def __init__(self, **kwargs): + if not kwargs.get("disable_log", False): + tables.print() + + model, kwargs = self.build_model(**kwargs) + + # if vad_model is not None, build vad model else None + vad_model = kwargs.get("vad_model", None) + vad_kwargs = kwargs.get("vad_model_revision", None) + if vad_model is not None: + logging.info("Building VAD model.") + vad_kwargs = { + "model": vad_model, + "model_revision": vad_kwargs, + "device": kwargs["device"], + } + vad_model, vad_kwargs = self.build_model(**vad_kwargs) + + # if punc_model is not None, build punc model else None + punc_model = kwargs.get("punc_model", None) + punc_kwargs = kwargs.get("punc_model_revision", None) + if punc_model is not None: + logging.info("Building punc model.") + punc_kwargs = { + "model": punc_model, + "model_revision": punc_kwargs, + "device": kwargs["device"], + } + punc_model, punc_kwargs = self.build_model(**punc_kwargs) + + # if spk_model is not None, build spk model else None + spk_model = kwargs.get("spk_model", None) + spk_kwargs = kwargs.get("spk_model_revision", None) + if spk_model is not None: + logging.info("Building SPK model.") + spk_kwargs = { + "model": spk_model, + "model_revision": spk_kwargs, + "device": kwargs["device"], + } + spk_model, spk_kwargs = self.build_model(**spk_kwargs) + self.cb_model = ClusterBackend().to(kwargs["device"]) + spk_mode = kwargs.get("spk_mode", "punc_segment") + if spk_mode not in ["default", "vad_segment", "punc_segment"]: + logging.error( + "spk_mode should be one of default, vad_segment and punc_segment." + ) + self.spk_mode = spk_mode + + self.kwargs = kwargs + self.model = model + self.vad_model = vad_model + self.vad_kwargs = vad_kwargs + self.punc_model = punc_model + self.punc_kwargs = punc_kwargs + self.spk_model = spk_model + self.spk_kwargs = spk_kwargs + self.model_path = kwargs.get("model_path") + + def build_model(self, **kwargs): + assert "model" in kwargs + if "model_conf" not in kwargs: + logging.info( + "download models from model hub: {}".format( + kwargs.get("model_hub", "ms") + ) + ) + kwargs = download_model(**kwargs) + + set_all_random_seed(kwargs.get("seed", 0)) + + device = kwargs.get("device", "cuda") + if not torch.cuda.is_available() or kwargs.get("ngpu", 1) == 0: + device = "cpu" + kwargs["batch_size"] = 1 + kwargs["device"] = device + + if kwargs.get("ncpu", None): + torch.set_num_threads(kwargs.get("ncpu")) + + # build tokenizer + tokenizer = kwargs.get("tokenizer", None) + if tokenizer is not None: + tokenizer_class = tables.tokenizer_classes.get(tokenizer) + tokenizer = tokenizer_class(**kwargs["tokenizer_conf"]) + kwargs["tokenizer"] = tokenizer + kwargs["token_list"] = tokenizer.token_list + vocab_size = len(tokenizer.token_list) + else: + vocab_size = -1 + + # build frontend + frontend = kwargs.get("frontend", None) + if frontend is not None: + frontend_class = tables.frontend_classes.get(frontend) + frontend = frontend_class(**kwargs["frontend_conf"]) + kwargs["frontend"] = frontend + kwargs["input_size"] = frontend.output_size() + + # build model + model_class = tables.model_classes.get(kwargs["model"]) + model = model_class(**kwargs, **kwargs["model_conf"], vocab_size=vocab_size) + + model.to(device) + + # init_param + init_param = kwargs.get("init_param", None) + if init_param is not None: + logging.info(f"Loading pretrained params from {init_param}") + load_pretrained_model( + model=model, + path=init_param, + ignore_init_mismatch=kwargs.get("ignore_init_mismatch", False), + oss_bucket=kwargs.get("oss_bucket", None), + scope_map=kwargs.get("scope_map", None), + excludes=kwargs.get("excludes", None), + ) + + return model, kwargs + + def __call__(self, *args, **cfg): + kwargs = self.kwargs + kwargs.update(cfg) + res = self.model(*args, kwargs) + return res + + def generate(self, input, input_len=None, **cfg): + if self.vad_model is None: + return self.inference(input, input_len=input_len, **cfg) + + else: + return self.inference_with_vad(input, input_len=input_len, **cfg) + + def inference( + self, input, input_len=None, model=None, kwargs=None, key=None, **cfg + ): + kwargs = self.kwargs if kwargs is None else kwargs + kwargs.update(cfg) + model = self.model if model is None else model + model = model.cuda() + model.eval() + + batch_size = kwargs.get("batch_size", 1) + # if kwargs.get("device", "cpu") == "cpu": + # batch_size = 1 + + key_list, data_list = prepare_data_iterator( + input, input_len=input_len, data_type=kwargs.get("data_type", None), key=key + ) + + speed_stats = {} + asr_result_list = [] + num_samples = len(data_list) + disable_pbar = kwargs.get("disable_pbar", False) + pbar = ( + tqdm(colour="blue", total=num_samples, dynamic_ncols=True) + if not disable_pbar + else None + ) + time_speech_total = 0.0 + time_escape_total = 0.0 + for beg_idx in range(0, num_samples, batch_size): + end_idx = min(num_samples, beg_idx + batch_size) + data_batch = data_list[beg_idx:end_idx] + key_batch = key_list[beg_idx:end_idx] + batch = {"data_in": data_batch, "key": key_batch} + if (end_idx - beg_idx) == 1 and kwargs.get( + "data_type", None + ) == "fbank": # fbank + batch["data_in"] = data_batch[0] + batch["data_lengths"] = input_len + + time1 = time.perf_counter() + with torch.no_grad(): + results, meta_data = model.inference(**batch, **kwargs) + time2 = time.perf_counter() + + asr_result_list.extend(results) + + # batch_data_time = time_per_frame_s * data_batch_i["speech_lengths"].sum().item() + batch_data_time = meta_data.get("batch_data_time", -1) + time_escape = time2 - time1 + speed_stats["load_data"] = meta_data.get("load_data", 0.0) + speed_stats["extract_feat"] = meta_data.get("extract_feat", 0.0) + speed_stats["forward"] = f"{time_escape:0.3f}" + speed_stats["batch_size"] = f"{len(results)}" + speed_stats["time_cost"] = f"{(time_escape)}" + speed_stats["rtf"] = f"{(time_escape) / batch_data_time:0.3f}" + description = f"{speed_stats}, " + if pbar: + pbar.update(1) + pbar.set_description(description) + time_speech_total += batch_data_time + time_escape_total += time_escape + + if pbar: + # pbar.update(1) + pbar.set_description(f"rtf_avg: {time_escape_total/time_speech_total:0.3f}") + torch.cuda.empty_cache() + return asr_result_list + + def inference_with_vad(self, input, input_len=None, **cfg): + + # step.1: compute the vad model + self.vad_kwargs.update(cfg) + beg_vad = time.time() + res = self.inference( + input, + input_len=input_len, + model=self.vad_model, + kwargs=self.vad_kwargs, + **cfg, + ) + end_vad = time.time() + print(f"time cost vad: {end_vad - beg_vad:0.3f}") + + # step.2 compute asr model + model = self.model + kwargs = self.kwargs + kwargs.update(cfg) + batch_size = int(kwargs.get("batch_size_s", 300)) * 1000 + batch_size_threshold_ms = int(kwargs.get("batch_size_threshold_s", 60)) * 1000 + kwargs["batch_size"] = batch_size + + key_list, data_list = prepare_data_iterator( + input, input_len=input_len, data_type=kwargs.get("data_type", None) + ) + results_ret_list = [] + time_speech_total_all_samples = 1e-6 + + beg_total = time.time() + pbar_total = tqdm(colour="red", total=len(res), dynamic_ncols=True) + for i in range(len(res)): + key = res[i]["key"] + vadsegments = res[i]["value"] + input_i = data_list[i] + speech = load_audio_text_image_video( + input_i, fs=kwargs["frontend"].fs, audio_fs=kwargs.get("fs", 16000) + ) + speech_lengths = len(speech) + n = len(vadsegments) + data_with_index = [(vadsegments[i], i) for i in range(n)] + sorted_data = sorted(data_with_index, key=lambda x: x[0][1] - x[0][0]) + results_sorted = [] + + if not len(sorted_data): + logging.info("decoding, utt: {}, empty speech".format(key)) + continue + + if len(sorted_data) > 0 and len(sorted_data[0]) > 0: + batch_size = max( + batch_size, sorted_data[0][0][1] - sorted_data[0][0][0] + ) + + batch_size_ms_cum = 0 + beg_idx = 0 + beg_asr_total = time.time() + time_speech_total_per_sample = speech_lengths / 16000 + time_speech_total_all_samples += time_speech_total_per_sample + + all_segments = [] + for j, _ in enumerate(range(0, n)): + # pbar_sample.update(1) + batch_size_ms_cum += sorted_data[j][0][1] - sorted_data[j][0][0] + if ( + j < n - 1 + and ( + batch_size_ms_cum + + sorted_data[j + 1][0][1] + - sorted_data[j + 1][0][0] + ) + < batch_size + and (sorted_data[j + 1][0][1] - sorted_data[j + 1][0][0]) + < batch_size_threshold_ms + ): + continue + batch_size_ms_cum = 0 + end_idx = j + 1 + speech_j, speech_lengths_j = slice_padding_audio_samples( + speech, speech_lengths, sorted_data[beg_idx:end_idx] + ) + results = self.inference( + speech_j, + input_len=None, + model=model, + kwargs=kwargs, + disable_pbar=True, + **cfg, + ) + if self.spk_model is not None: + # compose vad segments: [[start_time_sec, end_time_sec, speech], [...]] + for _b in range(len(speech_j)): + vad_segments = [ + [ + sorted_data[beg_idx:end_idx][_b][0][0] / 1000.0, + sorted_data[beg_idx:end_idx][_b][0][1] / 1000.0, + np.array(speech_j[_b]), + ] + ] + segments = sv_chunk(vad_segments) + all_segments.extend(segments) + speech_b = [i[2] for i in segments] + spk_res = self.inference( + speech_b, + input_len=None, + model=self.spk_model, + kwargs=kwargs, + disable_pbar=True, + **cfg, + ) + results[_b]["spk_embedding"] = spk_res[0]["spk_embedding"] + beg_idx = end_idx + if len(results) < 1: + continue + results_sorted.extend(results) + + restored_data = [0] * n + for j in range(n): + index = sorted_data[j][1] + restored_data[index] = results_sorted[j] + result = {} + + # results combine for texts, timestamps, speaker embeddings and others + # TODO: rewrite for clean code + for j in range(n): + for k, v in restored_data[j].items(): + if k.startswith("timestamp"): + if k not in result: + result[k] = [] + for t in restored_data[j][k]: + t[0] += vadsegments[j][0] + t[1] += vadsegments[j][0] + result[k].extend(restored_data[j][k]) + elif k == "spk_embedding": + if k not in result: + result[k] = restored_data[j][k] + else: + result[k] = torch.cat( + [result[k], restored_data[j][k]], dim=0 + ) + elif "text" in k: + if k not in result: + result[k] = restored_data[j][k] + else: + result[k] += " " + restored_data[j][k] + else: + if k not in result: + result[k] = restored_data[j][k] + else: + result[k] += restored_data[j][k] + + return_raw_text = kwargs.get("return_raw_text", False) + # step.3 compute punc model + if self.punc_model is not None: + self.punc_kwargs.update(cfg) + punc_res = self.inference( + result["text"], + model=self.punc_model, + kwargs=self.punc_kwargs, + disable_pbar=True, + **cfg, + ) + raw_text = copy.copy(result["text"]) + if return_raw_text: + result["raw_text"] = raw_text + result["text"] = punc_res[0]["text"] + else: + raw_text = None + + # speaker embedding cluster after resorted + if self.spk_model is not None and kwargs.get("return_spk_res", True): + if raw_text is None: + logging.error("Missing punc_model, which is required by spk_model.") + all_segments = sorted(all_segments, key=lambda x: x[0]) + spk_embedding = result["spk_embedding"] + labels = self.cb_model( + spk_embedding.cpu(), oracle_num=kwargs.get("preset_spk_num", None) + ) + # del result['spk_embedding'] + sv_output = postprocess(all_segments, None, labels, spk_embedding.cpu()) + if self.spk_mode == "vad_segment": # recover sentence_list + sentence_list = [] + for res, vadsegment in zip(restored_data, vadsegments): + if "timestamp" not in res: + logging.error( + "Only 'iic/speech_paraformer-large-vad-punc_asr_nat-zh-cn-16k-common-vocab8404-pytorch' \ + and 'iic/speech_seaco_paraformer_large_asr_nat-zh-cn-16k-common-vocab8404-pytorch'\ + can predict timestamp, and speaker diarization relies on timestamps." + ) + sentence_list.append( + { + "start": vadsegment[0], + "end": vadsegment[1], + "sentence": res["text"], + "timestamp": res["timestamp"], + } + ) + elif self.spk_mode == "punc_segment": + if "timestamp" not in result: + logging.error( + "Only 'iic/speech_paraformer-large-vad-punc_asr_nat-zh-cn-16k-common-vocab8404-pytorch' \ + and 'iic/speech_seaco_paraformer_large_asr_nat-zh-cn-16k-common-vocab8404-pytorch'\ + can predict timestamp, and speaker diarization relies on timestamps." + ) + sentence_list = timestamp_sentence( + punc_res[0]["punc_array"], + result["timestamp"], + raw_text, + return_raw_text=return_raw_text, + ) + distribute_spk(sentence_list, sv_output) + result["sentence_info"] = sentence_list + elif kwargs.get("sentence_timestamp", False): + sentence_list = timestamp_sentence( + punc_res[0]["punc_array"], + result["timestamp"], + raw_text, + return_raw_text=return_raw_text, + ) + result["sentence_info"] = sentence_list + if "spk_embedding" in result: + del result["spk_embedding"] + + result["key"] = key + results_ret_list.append(result) + end_asr_total = time.time() + time_escape_total_per_sample = end_asr_total - beg_asr_total + pbar_total.update(1) + pbar_total.set_description( + f"rtf_avg: {time_escape_total_per_sample / time_speech_total_per_sample:0.3f}, " + f"time_speech: {time_speech_total_per_sample: 0.3f}, " + f"time_escape: {time_escape_total_per_sample:0.3f}" + ) + + return results_ret_list + + def infer_encoder( + self, input, input_len=None, model=None, kwargs=None, key=None, **cfg + ): + kwargs = self.kwargs if kwargs is None else kwargs + kwargs.update(cfg) + model = self.model if model is None else model + model = model.cuda() + model.eval() + + batch_size = kwargs.get("batch_size", 1) + + key_list, data_list = prepare_data_iterator( + input, input_len=input_len, data_type=kwargs.get("data_type", None), key=key + ) + + asr_result_list = [] + num_samples = len(data_list) + for beg_idx in range(0, num_samples, batch_size): + end_idx = min(num_samples, beg_idx + batch_size) + data_batch = data_list[beg_idx:end_idx] + key_batch = key_list[beg_idx:end_idx] + batch = {"data_in": data_batch, "key": key_batch} + if (end_idx - beg_idx) == 1 and kwargs.get( + "data_type", None + ) == "fbank": # fbank + batch["data_in"] = data_batch[0] + batch["data_lengths"] = input_len + + with torch.no_grad(): + results, meta_data, cache = model.infer_encoder(**batch, **kwargs) + asr_result_list.extend(results) + + torch.cuda.empty_cache() + return asr_result_list, cache diff --git a/almeval/models/stepaudio/funasr_detach/auto/auto_tokenizer.py b/almeval/models/stepaudio/funasr_detach/auto/auto_tokenizer.py new file mode 100644 index 0000000000000000000000000000000000000000..59ff8893d9ccadd6971b9a9d982116ae82e09255 --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/auto/auto_tokenizer.py @@ -0,0 +1,7 @@ +class AutoTokenizer: + """ + Undo + """ + + def __init__(self): + pass diff --git a/almeval/models/stepaudio/funasr_detach/bin/__init__.py b/almeval/models/stepaudio/funasr_detach/bin/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/almeval/models/stepaudio/funasr_detach/bin/compute_audio_cmvn.py b/almeval/models/stepaudio/funasr_detach/bin/compute_audio_cmvn.py new file mode 100644 index 0000000000000000000000000000000000000000..3459c71bfe8f63568f86fbf9b22a12bcd502d16a --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/bin/compute_audio_cmvn.py @@ -0,0 +1,152 @@ +import os +import json +import numpy as np +import torch +import hydra +import logging +from omegaconf import DictConfig, OmegaConf + +from funasr_detach.register import tables +from funasr_detach.download.download_from_hub import download_model +from funasr_detach.train_utils.set_all_random_seed import set_all_random_seed + + +@hydra.main(config_name=None, version_base=None) +def main_hydra(kwargs: DictConfig): + if kwargs.get("debug", False): + import pdb + + pdb.set_trace() + + assert "model" in kwargs + if "model_conf" not in kwargs: + logging.info( + "download models from model hub: {}".format(kwargs.get("model_hub", "ms")) + ) + kwargs = download_model(is_training=kwargs.get("is_training", True), **kwargs) + + main(**kwargs) + + +def main(**kwargs): + print(kwargs) + # set random seed + tables.print() + set_all_random_seed(kwargs.get("seed", 0)) + torch.backends.cudnn.enabled = kwargs.get( + "cudnn_enabled", torch.backends.cudnn.enabled + ) + torch.backends.cudnn.benchmark = kwargs.get( + "cudnn_benchmark", torch.backends.cudnn.benchmark + ) + torch.backends.cudnn.deterministic = kwargs.get("cudnn_deterministic", True) + + tokenizer = kwargs.get("tokenizer", None) + + # build frontend if frontend is none None + frontend = kwargs.get("frontend", None) + if frontend is not None: + frontend_class = tables.frontend_classes.get(frontend) + frontend = frontend_class(**kwargs["frontend_conf"]) + kwargs["frontend"] = frontend + kwargs["input_size"] = frontend.output_size() + + # dataset + dataset_class = tables.dataset_classes.get(kwargs.get("dataset", "AudioDataset")) + dataset_train = dataset_class( + kwargs.get("train_data_set_list"), + frontend=frontend, + tokenizer=None, + is_training=False, + **kwargs.get("dataset_conf") + ) + + # dataloader + batch_sampler = kwargs["dataset_conf"].get( + "batch_sampler", "DynamicBatchLocalShuffleSampler" + ) + batch_sampler_train = None + if batch_sampler is not None: + batch_sampler_class = tables.batch_sampler_classes.get(batch_sampler) + dataset_conf = kwargs.get("dataset_conf") + dataset_conf["batch_type"] = "example" + dataset_conf["batch_size"] = 1 + batch_sampler_train = batch_sampler_class( + dataset_train, is_training=False, **dataset_conf + ) + + dataloader_train = torch.utils.data.DataLoader( + dataset_train, + collate_fn=dataset_train.collator, + batch_sampler=batch_sampler_train, + num_workers=int(kwargs.get("dataset_conf").get("num_workers", 4)), + pin_memory=True, + ) + + iter_stop = int(kwargs.get("scale", 1.0) * len(dataloader_train)) + + total_frames = 0 + for batch_idx, batch in enumerate(dataloader_train): + if batch_idx >= iter_stop: + break + + fbank = batch["speech"].numpy()[0, :, :] + if total_frames == 0: + mean_stats = np.sum(fbank, axis=0) + var_stats = np.sum(np.square(fbank), axis=0) + else: + mean_stats += np.sum(fbank, axis=0) + var_stats += np.sum(np.square(fbank), axis=0) + total_frames += fbank.shape[0] + + cmvn_info = { + "mean_stats": list(mean_stats.tolist()), + "var_stats": list(var_stats.tolist()), + "total_frames": total_frames, + } + cmvn_file = kwargs.get("cmvn_file", "cmvn.json") + # import pdb;pdb.set_trace() + with open(cmvn_file, "w") as fout: + fout.write(json.dumps(cmvn_info)) + + mean = -1.0 * mean_stats / total_frames + var = 1.0 / np.sqrt(var_stats / total_frames - mean * mean) + dims = mean.shape[0] + am_mvn = os.path.dirname(cmvn_file) + "/am.mvn" + with open(am_mvn, "w") as fout: + fout.write( + "" + + "\n" + + " " + + str(dims) + + " " + + str(dims) + + "\n" + + "[ 0 ]" + + "\n" + + " " + + str(dims) + + " " + + str(dims) + + "\n" + ) + mean_str = ( + str(list(mean)).replace(",", "").replace("[", "[ ").replace("]", " ]") + ) + fout.write(" 0 " + mean_str + "\n") + fout.write(" " + str(dims) + " " + str(dims) + "\n") + var_str = str(list(var)).replace(",", "").replace("[", "[ ").replace("]", " ]") + fout.write(" 0 " + var_str + "\n") + fout.write("" + "\n") + + +""" +python funasr/bin/compute_audio_cmvn.py \ +--config-path "/Users/zhifu/funasr1.0/examples/aishell/paraformer/conf" \ +--config-name "train_asr_paraformer_conformer_12e_6d_2048_256.yaml" \ +++train_data_set_list="/Users/zhifu/funasr1.0/data/list/audio_datasets.jsonl" \ +++cmvn_file="/Users/zhifu/funasr1.0/data/list/cmvn.json" \ +++dataset_conf.num_workers=0 +""" +if __name__ == "__main__": + main_hydra() diff --git a/almeval/models/stepaudio/funasr_detach/bin/inference.py b/almeval/models/stepaudio/funasr_detach/bin/inference.py new file mode 100644 index 0000000000000000000000000000000000000000..f53ae31024380cdcf731af0d78a0d46a53d3d03d --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/bin/inference.py @@ -0,0 +1,33 @@ +import hydra +import logging +from omegaconf import DictConfig, OmegaConf, ListConfig + +from funasr_detach.auto.auto_model import AutoModel + + +@hydra.main(config_name=None, version_base=None) +def main_hydra(cfg: DictConfig): + def to_plain_list(cfg_item): + if isinstance(cfg_item, ListConfig): + return OmegaConf.to_container(cfg_item, resolve=True) + elif isinstance(cfg_item, DictConfig): + return {k: to_plain_list(v) for k, v in cfg_item.items()} + else: + return cfg_item + + kwargs = to_plain_list(cfg) + log_level = getattr(logging, kwargs.get("log_level", "INFO").upper()) + + logging.basicConfig(level=log_level) + + if kwargs.get("debug", False): + import pdb + + pdb.set_trace() + model = AutoModel(**kwargs) + res = model.generate(input=kwargs["input"]) + print(res) + + +if __name__ == "__main__": + main_hydra() diff --git a/almeval/models/stepaudio/funasr_detach/bin/tokenize_text.py b/almeval/models/stepaudio/funasr_detach/bin/tokenize_text.py new file mode 100644 index 0000000000000000000000000000000000000000..cad9892a4fcbea40413d5effe78c74e01020bcae --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/bin/tokenize_text.py @@ -0,0 +1,281 @@ +#!/usr/bin/env python3 +import argparse +from collections import Counter +import logging +from pathlib import Path +import sys +from typing import List +from typing import Optional + + +from funasr_detach.utils.cli_utils import get_commandline_args +from funasr_detach.tokenizer.build_tokenizer import build_tokenizer +from funasr_detach.tokenizer.cleaner import TextCleaner +from funasr_detach.tokenizer.phoneme_tokenizer import g2p_classes +from funasr_detach.utils.types import str2bool +from funasr_detach.utils.types import str_or_none + + +def field2slice(field: Optional[str]) -> slice: + """Convert field string to slice + + Note that field string accepts 1-based integer. + + Examples: + >>> field2slice("1-") + slice(0, None, None) + >>> field2slice("1-3") + slice(0, 3, None) + >>> field2slice("-3") + slice(None, 3, None) + """ + field = field.strip() + try: + if "-" in field: + # e.g. "2-" or "2-5" or "-7" + s1, s2 = field.split("-", maxsplit=1) + if s1.strip() == "": + s1 = None + else: + s1 = int(s1) + if s1 == 0: + raise ValueError("1-based string") + if s2.strip() == "": + s2 = None + else: + s2 = int(s2) + else: + # e.g. "2" + s1 = int(field) + s2 = s1 + 1 + if s1 == 0: + raise ValueError("must be 1 or more value") + except ValueError: + raise RuntimeError(f"Format error: e.g. '2-', '2-5', or '-5': {field}") + + if s1 is None: + slic = slice(None, s2) + else: + # -1 because of 1-based integer following "cut" command + # e.g "1-3" -> slice(0, 3) + slic = slice(s1 - 1, s2) + return slic + + +def tokenize( + input: str, + output: str, + field: Optional[str], + delimiter: Optional[str], + token_type: str, + space_symbol: str, + non_linguistic_symbols: Optional[str], + bpemodel: Optional[str], + log_level: str, + write_vocabulary: bool, + vocabulary_size: int, + remove_non_linguistic_symbols: bool, + cutoff: int, + add_symbol: List[str], + cleaner: Optional[str], + g2p: Optional[str], +): + + logging.basicConfig( + level=log_level, + format="%(asctime)s (%(module)s:%(lineno)d) %(levelname)s: %(message)s", + ) + if input == "-": + fin = sys.stdin + else: + fin = Path(input).open("r", encoding="utf-8") + if output == "-": + fout = sys.stdout + else: + p = Path(output) + p.parent.mkdir(parents=True, exist_ok=True) + fout = p.open("w", encoding="utf-8") + + cleaner = TextCleaner(cleaner) + tokenizer = build_tokenizer( + token_type=token_type, + bpemodel=bpemodel, + delimiter=delimiter, + space_symbol=space_symbol, + non_linguistic_symbols=non_linguistic_symbols, + remove_non_linguistic_symbols=remove_non_linguistic_symbols, + g2p_type=g2p, + ) + + counter = Counter() + if field is not None: + field = field2slice(field) + + for line in fin: + line = line.rstrip() + if field is not None: + # e.g. field="2-" + # uttidA hello world!! -> hello world!! + tokens = line.split(delimiter) + tokens = tokens[field] + if delimiter is None: + line = " ".join(tokens) + else: + line = delimiter.join(tokens) + + line = cleaner(line) + tokens = tokenizer.text2tokens(line) + if not write_vocabulary: + fout.write(" ".join(tokens) + "\n") + else: + for t in tokens: + counter[t] += 1 + + if not write_vocabulary: + return + + ## FIXME + ## del duplicate add_symbols in counter + for symbol_and_id in add_symbol: + # e.g symbol=":0" + try: + symbol, idx = symbol_and_id.split(":") + except ValueError: + raise RuntimeError(f"Format error: e.g. ':0': {symbol_and_id}") + symbol = symbol.strip() + if symbol in counter: + del counter[symbol] + + # ======= write_vocabulary mode from here ======= + # Sort by the number of occurrences in descending order + # and filter lower frequency words than cutoff value + words_and_counts = list( + filter(lambda x: x[1] > cutoff, sorted(counter.items(), key=lambda x: -x[1])) + ) + # Restrict the vocabulary size + if vocabulary_size > 0: + if vocabulary_size < len(add_symbol): + raise RuntimeError(f"vocabulary_size is too small: {vocabulary_size}") + words_and_counts = words_and_counts[: vocabulary_size - len(add_symbol)] + + # Parse the values of --add_symbol + for symbol_and_id in add_symbol: + # e.g symbol=":0" + try: + symbol, idx = symbol_and_id.split(":") + idx = int(idx) + except ValueError: + raise RuntimeError(f"Format error: e.g. ':0': {symbol_and_id}") + symbol = symbol.strip() + + # e.g. idx=0 -> append as the first symbol + # e.g. idx=-1 -> append as the last symbol + if idx < 0: + idx = len(words_and_counts) + 1 + idx + words_and_counts.insert(idx, (symbol, None)) + + # Write words + for w, c in words_and_counts: + fout.write(w + "\n") + + # Logging + total_count = sum(counter.values()) + invocab_count = sum(c for w, c in words_and_counts if c is not None) + logging.info(f"OOV rate = {(total_count - invocab_count) / total_count * 100} %") + + +def get_parser() -> argparse.ArgumentParser: + parser = argparse.ArgumentParser( + description="Tokenize texts", + formatter_class=argparse.ArgumentDefaultsHelpFormatter, + ) + parser.add_argument( + "--log_level", + type=lambda x: x.upper(), + default="INFO", + choices=("CRITICAL", "ERROR", "WARNING", "INFO", "DEBUG", "NOTSET"), + help="The verbose level of logging", + ) + + parser.add_argument( + "--input", "-i", required=True, help="Input text. - indicates sys.stdin" + ) + parser.add_argument( + "--output", "-o", required=True, help="Output text. - indicates sys.stdout" + ) + parser.add_argument( + "--field", + "-f", + help="The target columns of the input text as 1-based integer. e.g 2-", + ) + parser.add_argument( + "--token_type", + "-t", + default="char", + choices=["char", "bpe", "word", "phn"], + help="Token type", + ) + parser.add_argument("--delimiter", "-d", default=None, help="The delimiter") + parser.add_argument("--space_symbol", default="", help="The space symbol") + parser.add_argument("--bpemodel", default=None, help="The bpemodel file path") + parser.add_argument( + "--non_linguistic_symbols", + type=str_or_none, + help="non_linguistic_symbols file path", + ) + parser.add_argument( + "--remove_non_linguistic_symbols", + type=str2bool, + default=False, + help="Remove non-language-symbols from tokens", + ) + parser.add_argument( + "--cleaner", + type=str_or_none, + choices=[None, "tacotron", "jaconv", "vietnamese", "korean_cleaner"], + default=None, + help="Apply text cleaning", + ) + parser.add_argument( + "--g2p", + type=str_or_none, + choices=g2p_classes, + default=None, + help="Specify g2p method if --token_type=phn", + ) + + group = parser.add_argument_group("write_vocabulary mode related") + group.add_argument( + "--write_vocabulary", + type=str2bool, + default=False, + help="Write tokens list instead of tokenized text per line", + ) + group.add_argument("--vocabulary_size", type=int, default=0, help="Vocabulary size") + group.add_argument( + "--cutoff", + default=0, + type=int, + help="cut-off frequency used for write-vocabulary mode", + ) + group.add_argument( + "--add_symbol", + type=str, + default=[], + action="append", + help="Append symbol e.g. --add_symbol ':0' --add_symbol ':1'", + ) + + return parser + + +def main(cmd=None): + print(get_commandline_args(), file=sys.stderr) + parser = get_parser() + args = parser.parse_args(cmd) + kwargs = vars(args) + tokenize(**kwargs) + + +if __name__ == "__main__": + main() diff --git a/almeval/models/stepaudio/funasr_detach/bin/train.py b/almeval/models/stepaudio/funasr_detach/bin/train.py new file mode 100644 index 0000000000000000000000000000000000000000..cceeb781433914b28af5341c3be932eb8c32cef6 --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/bin/train.py @@ -0,0 +1,227 @@ +#!/usr/bin/env python3 +# -*- encoding: utf-8 -*- + +import os +import sys +import torch +import hydra +import logging +import argparse +from io import BytesIO +import torch.distributed as dist +from collections.abc import Sequence +from omegaconf import DictConfig, OmegaConf +from torch.nn.parallel import DistributedDataParallel as DDP +from torch.distributed.fsdp import FullyShardedDataParallel as FSDP + +from funasr_detach.register import tables +from funasr_detach.optimizers import optim_classes +from funasr_detach.train_utils.trainer import Trainer +from funasr_detach.schedulers import scheduler_classes +from funasr_detach.train_utils.initialize import initialize +from funasr_detach.download.download_from_hub import download_model +from funasr_detach.models.lora.utils import mark_only_lora_as_trainable +from funasr_detach.train_utils.set_all_random_seed import set_all_random_seed +from funasr_detach.train_utils.load_pretrained_model import load_pretrained_model + +# from funasr_detach.tokenizer.build_tokenizer import build_tokenizer +# from funasr_detach.tokenizer.token_id_converter import TokenIDConverter +# from funasr_detach.tokenizer.funtoken import build_tokenizer + + +@hydra.main(config_name=None, version_base=None) +def main_hydra(kwargs: DictConfig): + if kwargs.get("debug", False): + import pdb + + pdb.set_trace() + + assert "model" in kwargs + if "model_conf" not in kwargs: + logging.info( + "download models from model hub: {}".format(kwargs.get("model_hub", "ms")) + ) + kwargs = download_model(is_training=kwargs.get("is_training", True), **kwargs) + + main(**kwargs) + + +def main(**kwargs): + print(kwargs) + + # set random seed + set_all_random_seed(kwargs.get("seed", 0)) + torch.backends.cudnn.enabled = kwargs.get( + "cudnn_enabled", torch.backends.cudnn.enabled + ) + torch.backends.cudnn.benchmark = kwargs.get( + "cudnn_benchmark", torch.backends.cudnn.benchmark + ) + torch.backends.cudnn.deterministic = kwargs.get("cudnn_deterministic", True) + + local_rank = int(os.environ.get("LOCAL_RANK", 0)) + if local_rank == 0: + tables.print() + # Check if we are using DDP or FSDP + use_ddp = "WORLD_SIZE" in os.environ and int(os.environ["WORLD_SIZE"]) > 1 + use_fsdp = kwargs.get("use_fsdp", None) + if use_ddp or use_fsdp: + dist.init_process_group( + backend=kwargs.get("backend", "nccl"), init_method="env://" + ) + torch.cuda.set_device(local_rank) + + # save config.yaml + if ( + (use_ddp or use_fsdp) + and dist.get_rank() == 0 + or not (use_ddp or use_fsdp) + and local_rank == 0 + ): + os.makedirs(kwargs.get("output_dir", "./"), exist_ok=True) + yaml_file = os.path.join(kwargs.get("output_dir", "./"), "config.yaml") + OmegaConf.save(config=kwargs, f=yaml_file) + logging.info("config.yaml is saved to: %s", yaml_file) + + tokenizer = kwargs.get("tokenizer", None) + if tokenizer is not None: + tokenizer_class = tables.tokenizer_classes.get(tokenizer) + tokenizer = tokenizer_class(**kwargs["tokenizer_conf"]) + kwargs["tokenizer"] = tokenizer + + # build frontend if frontend is none None + frontend = kwargs.get("frontend", None) + if frontend is not None: + frontend_class = tables.frontend_classes.get(frontend) + frontend = frontend_class(**kwargs["frontend_conf"]) + kwargs["frontend"] = frontend + kwargs["input_size"] = frontend.output_size() + + # build model + model_class = tables.model_classes.get(kwargs["model"]) + model = model_class( + **kwargs, **kwargs["model_conf"], vocab_size=len(tokenizer.token_list) + ) + + # init_param + init_param = kwargs.get("init_param", None) + if init_param is not None: + if not isinstance(init_param, (list, tuple)): + init_param = (init_param,) + logging.info("init_param is not None: %s", init_param) + for p in init_param: + logging.info(f"Loading pretrained params from {p}") + load_pretrained_model( + model=model, + path=p, + ignore_init_mismatch=kwargs.get("ignore_init_mismatch", True), + oss_bucket=kwargs.get("oss_bucket", None), + scope_map=kwargs.get("scope_map", None), + excludes=kwargs.get("excludes", None), + ) + else: + initialize(model, kwargs.get("init", "kaiming_normal")) + + # freeze_param + freeze_param = kwargs.get("freeze_param", None) + if freeze_param is not None: + freeze_param = eval(freeze_param) + if isinstance(freeze_param, Sequence): + freeze_param = (freeze_param,) + logging.info("freeze_param is not None: %s", freeze_param) + for t in freeze_param: + for k, p in model.named_parameters(): + if k.startswith(t + ".") or k == t: + logging.info(f"Setting {k}.requires_grad = False") + p.requires_grad = False + + if use_ddp: + model = model.cuda(local_rank) + model = DDP( + model, + device_ids=[local_rank], + find_unused_parameters=kwargs.get("train_conf", {}).get( + "find_unused_parameters", False + ), + ) + elif use_fsdp: + model = FSDP(model).cuda(local_rank) + else: + model = model.to(device=kwargs.get("device", "cuda")) + + # optim + optim = kwargs.get("optim", "adam") + assert optim in optim_classes + optim_class = optim_classes.get(optim) + optim = optim_class(model.parameters(), **kwargs.get("optim_conf")) + + # scheduler + scheduler = kwargs.get("scheduler", "warmuplr") + assert scheduler in scheduler_classes + scheduler_class = scheduler_classes.get(scheduler) + scheduler = scheduler_class(optim, **kwargs.get("scheduler_conf")) + + # dataset + dataset_class = tables.dataset_classes.get(kwargs.get("dataset", "AudioDataset")) + dataset_tr = dataset_class( + kwargs.get("train_data_set_list"), + frontend=frontend, + tokenizer=tokenizer, + is_training=True, + **kwargs.get("dataset_conf"), + ) + dataset_val = dataset_class( + kwargs.get("valid_data_set_list"), + frontend=frontend, + tokenizer=tokenizer, + is_training=False, + **kwargs.get("dataset_conf"), + ) + + # dataloader + batch_sampler = kwargs["dataset_conf"].get( + "batch_sampler", "DynamicBatchLocalShuffleSampler" + ) + batch_sampler_val = None + if batch_sampler is not None: + batch_sampler_class = tables.batch_sampler_classes.get(batch_sampler) + batch_sampler = batch_sampler_class(dataset_tr, **kwargs.get("dataset_conf")) + batch_sampler_val = batch_sampler_class( + dataset_val, is_training=False, **kwargs.get("dataset_conf") + ) + dataloader_tr = torch.utils.data.DataLoader( + dataset_tr, + collate_fn=dataset_tr.collator, + batch_sampler=batch_sampler, + num_workers=kwargs.get("dataset_conf").get("num_workers", 4), + pin_memory=True, + ) + + dataloader_val = torch.utils.data.DataLoader( + dataset_val, + collate_fn=dataset_val.collator, + batch_sampler=batch_sampler_val, + num_workers=kwargs.get("dataset_conf").get("num_workers", 4), + pin_memory=True, + ) + trainer = Trainer( + model=model, + optim=optim, + scheduler=scheduler, + dataloader_train=dataloader_tr, + dataloader_val=dataloader_val, + local_rank=local_rank, + use_ddp=use_ddp, + use_fsdp=use_fsdp, + output_dir=kwargs.get("output_dir", "./exp"), + resume=kwargs.get("resume", True), + **kwargs.get("train_conf"), + ) + trainer.run() + + if use_ddp or use_fsdp: + torch.distributed.destroy_process_group() + + +if __name__ == "__main__": + main_hydra() diff --git a/almeval/models/stepaudio/funasr_detach/datasets/__init__.py b/almeval/models/stepaudio/funasr_detach/datasets/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/almeval/models/stepaudio/funasr_detach/datasets/audio_datasets/__init__.py b/almeval/models/stepaudio/funasr_detach/datasets/audio_datasets/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/almeval/models/stepaudio/funasr_detach/datasets/audio_datasets/datasets.py b/almeval/models/stepaudio/funasr_detach/datasets/audio_datasets/datasets.py new file mode 100644 index 0000000000000000000000000000000000000000..a3f5c6522c4a81d52d32bbf1e51ebc6f52b7ca09 --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/datasets/audio_datasets/datasets.py @@ -0,0 +1,112 @@ +import torch + +from funasr_detach.register import tables +from funasr_detach.utils.load_utils import extract_fbank, load_audio_text_image_video + + +@tables.register("dataset_classes", "AudioDataset") +class AudioDataset(torch.utils.data.Dataset): + """ + AudioDataset + """ + + def __init__( + self, + path, + index_ds: str = None, + frontend=None, + tokenizer=None, + int_pad_value: int = -1, + float_pad_value: float = 0.0, + **kwargs + ): + super().__init__() + index_ds_class = tables.index_ds_classes.get(index_ds) + self.index_ds = index_ds_class(path, **kwargs) + preprocessor_speech = kwargs.get("preprocessor_speech", None) + if preprocessor_speech: + preprocessor_speech_class = tables.preprocessor_classes.get( + preprocessor_speech + ) + preprocessor_speech = preprocessor_speech_class( + **kwargs.get("preprocessor_speech_conf") + ) + self.preprocessor_speech = preprocessor_speech + preprocessor_text = kwargs.get("preprocessor_text", None) + if preprocessor_text: + preprocessor_text_class = tables.preprocessor_classes.get(preprocessor_text) + preprocessor_text = preprocessor_text_class( + **kwargs.get("preprocessor_text_conf") + ) + self.preprocessor_text = preprocessor_text + + self.frontend = frontend + self.fs = 16000 if frontend is None else frontend.fs + self.data_type = "sound" + self.tokenizer = tokenizer + + self.int_pad_value = int_pad_value + self.float_pad_value = float_pad_value + + def get_source_len(self, index): + item = self.index_ds[index] + return self.index_ds.get_source_len(item) + + def get_target_len(self, index): + item = self.index_ds[index] + return self.index_ds.get_target_len(item) + + def __len__(self): + return len(self.index_ds) + + def __getitem__(self, index): + item = self.index_ds[index] + # import pdb; + # pdb.set_trace() + source = item["source"] + data_src = load_audio_text_image_video(source, fs=self.fs) + if self.preprocessor_speech: + data_src = self.preprocessor_speech(data_src, fs=self.fs) + speech, speech_lengths = extract_fbank( + data_src, data_type=self.data_type, frontend=self.frontend, is_final=True + ) # speech: [b, T, d] + + target = item["target"] + if self.preprocessor_text: + target = self.preprocessor_text(target) + if self.tokenizer: + ids = self.tokenizer.encode(target) + text = torch.tensor(ids, dtype=torch.int64) + else: + ids = target + text = ids + ids_lengths = len(ids) + text_lengths = torch.tensor([ids_lengths], dtype=torch.int32) + + return { + "speech": speech[0, :, :], + "speech_lengths": speech_lengths, + "text": text, + "text_lengths": text_lengths, + } + + def collator(self, samples: list = None): + outputs = {} + for sample in samples: + for key in sample.keys(): + if key not in outputs: + outputs[key] = [] + outputs[key].append(sample[key]) + + for key, data_list in outputs.items(): + if isinstance(data_list[0], torch.Tensor): + if data_list[0].dtype == torch.int64: + + pad_value = self.int_pad_value + else: + pad_value = self.float_pad_value + + outputs[key] = torch.nn.utils.rnn.pad_sequence( + data_list, batch_first=True, padding_value=pad_value + ) + return outputs diff --git a/almeval/models/stepaudio/funasr_detach/datasets/audio_datasets/index_ds.py b/almeval/models/stepaudio/funasr_detach/datasets/audio_datasets/index_ds.py new file mode 100644 index 0000000000000000000000000000000000000000..90b606c887f4960357f3b7ea68f7eca9f1055f96 --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/datasets/audio_datasets/index_ds.py @@ -0,0 +1,150 @@ +import os +import json +import torch +import logging +import concurrent.futures +import librosa +import torch.distributed as dist + +from funasr_detach.register import tables + + +@tables.register("index_ds_classes", "IndexDSJsonlRankSplit") +class IndexDSJsonlRankSplit(torch.utils.data.Dataset): + + def __init__(self, path): + super().__init__() + + contents = [] + with open(path, encoding="utf-8") as fin: + for line in fin: + data = json.loads(line.strip()) + if "text" in data: # for sft + self.contents.append(data["text"]) + if "source" in data: # for speech lab pretrain + prompt = data["prompt"] + source = data["source"] + target = data["target"] + source_len = data["source_len"] + target_len = data["target_len"] + + contents.append( + { + "source": source, + "prompt": prompt, + "target": target, + "source_len": source_len, + "target_len": target_len, + } + ) + + self.contents = [] + total_num = len(contents) + try: + rank = dist.get_rank() + world_size = dist.get_world_size() + except: + rank = 0 + world_size = 1 + logging.warning("distributed is not initialized, only single shard") + num_per_rank = total_num // world_size + + # rank = 0 + # import ipdb; ipdb.set_trace() + self.contents = contents[rank * num_per_rank : (rank + 1) * num_per_rank] + + logging.info( + "in rank: {}, num of samplers: {}, total_num of samplers across ranks: {}".format( + rank, len(self.contents), len(contents) + ) + ) + + def __len__(self): + return len(self.contents) + + def __getitem__(self, index): + try: + data = self.contents[index] + except: + print(index) + return data + + def get_source_len(self, data_dict): + return data_dict["source_len"] + + def get_target_len(self, data_dict): + + return data_dict["target_len"] if "target_len" in data_dict else 0 + + +@tables.register("index_ds_classes", "IndexDSJsonl") +@tables.register("index_ds_classes", "IndexDSJsonlRankFull") +class IndexDSJsonlRankFull(torch.utils.data.Dataset): + + def __init__(self, path: str, **kwargs): + super().__init__() + + if isinstance(path, (list, tuple)): # wav.scp, text.txt/text.trans + from funasr_detach.datasets.audio_datasets.scp2jsonl import ( + gen_jsonl_from_wav_text_list, + ) + + jsonl_outdir = os.path.dirname(path[0]) + jsonl_name = ( + "datalist_train.jsonl" + if kwargs.get("is_training", True) + else "datalist_val.jsonl" + ) + jsonl_file_out = os.path.join(jsonl_outdir, jsonl_name) + if not os.path.exists(jsonl_file_out): + print(f"datalist is: {path}, generate jsonl from it") + gen_jsonl_from_wav_text_list( + path, jsonl_file_out=jsonl_file_out, **kwargs + ) + path = jsonl_file_out + + contents = [] + with open(path, encoding="utf-8") as fin: + for line in fin: + data = json.loads(line.strip()) + if "text" in data: # for sft + self.contents.append(data["text"]) + if "source" in data: # for speech lab pretrain + prompt = data.get("prompt", "") + source = data["source"] + target = data["target"] + source_len = data.get("source_len", 1) + target_len = data.get("target_len", 0) + + contents.append( + { + "source": source, + "prompt": prompt, + "target": target, + "source_len": source_len, + "target_len": target_len, + } + ) + + self.contents = contents + + logging.info( + "total_num of samplers across ranks: {}".format(len(self.contents)) + ) + + def __len__(self): + return len(self.contents) + + def __getitem__(self, index): + try: + data = self.contents[index] + except: + print(index) + return data + + def get_source_len(self, data_dict): + return data_dict.get("source_len", 1) + + def get_target_len(self, data_dict): + + return data_dict.get("target_len", 0) diff --git a/almeval/models/stepaudio/funasr_detach/datasets/audio_datasets/preprocessor.py b/almeval/models/stepaudio/funasr_detach/datasets/audio_datasets/preprocessor.py new file mode 100644 index 0000000000000000000000000000000000000000..a1c4c8322eb6405bb6d1489dd01cd89df9ca9ef6 --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/datasets/audio_datasets/preprocessor.py @@ -0,0 +1,55 @@ +import os +import json +import torch +import logging +import concurrent.futures +import librosa +import torch.distributed as dist +from typing import Collection +import torch +import torchaudio +from torch import nn +import random +import re +from funasr_detach.tokenizer.cleaner import TextCleaner +from funasr_detach.register import tables + + +@tables.register("preprocessor_classes", "SpeechPreprocessSpeedPerturb") +class SpeechPreprocessSpeedPerturb(nn.Module): + def __init__(self, speed_perturb: list = None, **kwargs): + super().__init__() + self.speed_perturb = speed_perturb + + def forward(self, waveform, fs, **kwargs): + if self.speed_perturb is None: + return waveform + speed = random.choice(self.speed_perturb) + if speed != 1.0: + if not isinstance(waveform, torch.Tensor): + waveform = torch.tensor(waveform) + waveform, _ = torchaudio.sox_effects.apply_effects_tensor( + waveform.view(1, -1), fs, [["speed", str(speed)], ["rate", str(fs)]] + ) + waveform = waveform.view(-1) + + return waveform + + +@tables.register("preprocessor_classes", "TextPreprocessSegDict") +class TextPreprocessSegDict(nn.Module): + def __init__( + self, + seg_dict: str = None, + text_cleaner: Collection[str] = None, + split_with_space: bool = False, + **kwargs + ): + super().__init__() + + self.text_cleaner = TextCleaner(text_cleaner) + + def forward(self, text, **kwargs): + text = self.text_cleaner(text) + + return text diff --git a/almeval/models/stepaudio/funasr_detach/datasets/audio_datasets/samplers.py b/almeval/models/stepaudio/funasr_detach/datasets/audio_datasets/samplers.py new file mode 100644 index 0000000000000000000000000000000000000000..a4b80936b170325d190678180ff9f1b32d9dd3d5 --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/datasets/audio_datasets/samplers.py @@ -0,0 +1,306 @@ +import torch +import numpy as np +import logging +import torch.distributed as dist + +from funasr_detach.register import tables + + +@tables.register("batch_sampler_classes", "DynamicBatchLocalShuffleSampler") +class BatchSampler(torch.utils.data.BatchSampler): + + def __init__( + self, + dataset, + batch_type: str = "example", + batch_size: int = 100, + buffer_size: int = 30, + drop_last: bool = False, + shuffle: bool = True, + is_training: bool = True, + **kwargs + ): + + self.drop_last = drop_last + self.pre_idx = -1 + self.dataset = dataset + self.total_samples = len(dataset) + self.batch_type = batch_type + self.batch_size = int(batch_size) + self.buffer_size = buffer_size + self.max_token_length = kwargs.get("max_token_length", 5000) + self.shuffle_idx = np.arange(self.total_samples) + self.shuffle = shuffle and is_training + self.length_scale_source = kwargs.get("length_scale_source", 1.0) + + def __len__(self): + return (self.total_samples - 1) // self.batch_size + 1 + + def set_epoch(self, epoch): + np.random.seed(epoch) + + def __iter__(self): + + if self.shuffle: + np.random.shuffle(self.shuffle_idx) + + batch = [] + max_token = 0 + num_sample = 0 + + iter_num = (self.total_samples - 1) // self.buffer_size + 1 + # print("iter_num: ", iter_num) + for iter in range(self.pre_idx + 1, iter_num): + datalen_with_index = [] + for i in range(self.buffer_size): + idx = iter * self.buffer_size + i + if idx >= self.total_samples: + continue + + idx_map = self.shuffle_idx[idx] + # prompt = self.dataset.indexed_dataset[idx_map]["prompt"] + target_len = ( + self.dataset.get_target_len(idx_map) + if self.batch_type == "length" + else 0.0 + ) + source_len = ( + self.dataset.get_source_len(idx_map) / self.length_scale_source + ) + sample_len_cur = source_len + target_len + + datalen_with_index.append([idx, sample_len_cur]) + + datalen_with_index_sort = sorted(datalen_with_index, key=lambda x: x[1]) + for item in datalen_with_index_sort: + idx, sample_len_cur_raw = item + if sample_len_cur_raw > self.max_token_length: + continue + + max_token_cur = max(max_token, sample_len_cur_raw) + max_token_padding = 1 + num_sample + if self.batch_type != "example": + max_token_padding *= max_token_cur + if max_token_padding <= self.batch_size: + batch.append(idx) + max_token = max_token_cur + num_sample += 1 + else: + yield batch + batch = [idx] + max_token = sample_len_cur_raw + num_sample = 1 + + +@tables.register("batch_sampler_classes", "BatchSampler") +@tables.register("batch_sampler_classes", "RankFullLocalShuffleBatchSampler") +class RankFullLocalShuffleBatchSampler(torch.utils.data.BatchSampler): + + def __init__( + self, + dataset, + batch_type: str = "example", + batch_size: int = 100, + buffer_size: int = 30, + drop_last: bool = True, + shuffle: bool = True, + is_training: bool = True, + **kwargs + ): + + self.drop_last = drop_last + self.pre_idx = -1 + self.dataset = dataset + self.total_samples = len(dataset) + self.batch_type = batch_type + self.batch_size = int(batch_size) + self.buffer_size = buffer_size + self.max_token_length = kwargs.get("max_token_length", 1500) + self.shuffle_idx = np.arange(self.total_samples) + self.shuffle = shuffle and is_training + self.length_scale_source = kwargs.get("length_scale_source", 1.0) + + try: + rank = dist.get_rank() + world_size = dist.get_world_size() + except: + rank = 0 + world_size = 1 + self.rank = rank + self.world_size = world_size + + def __len__(self): + return (self.total_samples - 1) // (self.batch_size * self.world_size) + 1 + + def set_epoch(self, epoch): + np.random.seed(epoch) + + def __iter__(self): + + batch_size_total = self.batch_size * self.world_size + + if self.shuffle: + np.random.shuffle(self.shuffle_idx) + + batch = [] + max_token = 0 + num_sample = 0 + + iter_num = (self.total_samples - 1) // self.buffer_size + 1 + # print("iter_num: ", iter_num) + for iter in range(self.pre_idx + 1, iter_num): + # if iter == iter_num -1 and self.drop_last: + # continue + datalen_with_index = [] + for i in range(self.buffer_size): + idx = iter * self.buffer_size + i + if idx >= self.total_samples: + continue + + idx_map = self.shuffle_idx[idx] + # prompt = self.dataset.indexed_dataset[idx_map]["prompt"] + + source_len = ( + self.dataset.get_source_len(idx_map) / self.length_scale_source + ) + target_len = ( + self.dataset.get_target_len(idx_map) + if self.batch_type == "length" + else 0.0 + ) + sample_len_cur = source_len + target_len + + datalen_with_index.append([idx, sample_len_cur]) + + datalen_with_index_sort = sorted(datalen_with_index, key=lambda x: x[1]) + for item in datalen_with_index_sort: + idx, sample_len_cur_raw = item + if sample_len_cur_raw > self.max_token_length: + continue + + max_token_cur = max(max_token, sample_len_cur_raw) + max_token_padding = 1 + num_sample + # if self.batch_type != 'example': + # max_token_padding *= max_token_cur + if max_token_padding <= batch_size_total: + batch.append(idx) + max_token = max_token_cur + num_sample += 1 + else: + batch_rank = batch[ + self.rank * self.batch_size : (self.rank + 1) * self.batch_size + ] + yield batch_rank + batch = [idx] + max_token = sample_len_cur_raw + num_sample = 1 + + +@tables.register("batch_sampler_classes", "RankFullLocalShuffleDynamicBatchSampler") +class RankFullLocalShuffleDynamicBatchSampler(torch.utils.data.BatchSampler): + + def __init__( + self, + dataset, + batch_type: str = "example", + batch_size: int = 100, + buffer_size: int = 30, + drop_last: bool = True, + shuffle: bool = True, + is_training: bool = True, + **kwargs + ): + + self.drop_last = drop_last + self.pre_idx = -1 + self.dataset = dataset + self.total_samples = len(dataset) + self.batch_type = batch_type + self.batch_size = int(batch_size) + self.buffer_size = buffer_size + self.max_token_length = kwargs.get("max_token_length", 1500) + self.shuffle_idx = np.arange(self.total_samples) + self.shuffle = shuffle and is_training + self.length_scale_source = kwargs.get("length_scale_source", 1.0) + + try: + rank = dist.get_rank() + world_size = dist.get_world_size() + except: + rank = 0 + world_size = 1 + self.rank = rank + self.world_size = world_size + + def __len__(self): + return (self.total_samples - 1) // (self.batch_size * self.world_size) + 1 + + def set_epoch(self, epoch): + np.random.seed(epoch) + + def __iter__(self): + + batch_size_total = self.batch_size * self.world_size + if self.shuffle: + np.random.shuffle(self.shuffle_idx) + + batch_list_all_rank = [] + batch_list_cur = [] + max_token = 0 + num_sample = 0 + + iter_num = (self.total_samples - 1) // self.buffer_size + 1 + # print("iter_num: ", iter_num) + for iter in range(self.pre_idx + 1, iter_num): + # if iter == iter_num - 1 and self.drop_last: + # continue + datalen_with_index = [] + for i in range(self.buffer_size): + idx = iter * self.buffer_size + i + if idx >= self.total_samples: + continue + + idx_map = self.shuffle_idx[idx] + # prompt = self.dataset.indexed_dataset[idx_map]["prompt"] + + source_len = ( + self.dataset.get_source_len(idx_map) / self.length_scale_source + ) + target_len = ( + self.dataset.get_target_len(idx_map) + if self.batch_type == "length" + else 0.0 + ) + sample_len_cur = source_len + target_len + + datalen_with_index.append([idx, sample_len_cur]) + + datalen_with_index_sort = sorted(datalen_with_index, key=lambda x: x[1]) + for ii, item in enumerate(datalen_with_index_sort): + is_last_batch = iter == iter_num - 1 and ii == len( + datalen_with_index_sort + ) + idx, sample_len_cur_raw = item + if sample_len_cur_raw > self.max_token_length: + continue + + max_token_cur = max(max_token, sample_len_cur_raw) + max_token_padding = 1 + num_sample + + if self.batch_type != "example": + max_token_padding *= max_token_cur + if len(batch_list_all_rank) < self.world_size: + + if max_token_padding <= self.batch_size: + batch_list_cur.append(idx) + max_token = max_token_cur + num_sample += 1 + else: + batch_list_all_rank.append(batch_list_cur) + batch_list_cur = [] + else: + batch_rank = batch_list_all_rank[self.rank] + yield batch_rank + batch_list_all_rank = [idx] + max_token = sample_len_cur_raw + num_sample = 1 diff --git a/almeval/models/stepaudio/funasr_detach/datasets/audio_datasets/scp2jsonl.py b/almeval/models/stepaudio/funasr_detach/datasets/audio_datasets/scp2jsonl.py new file mode 100644 index 0000000000000000000000000000000000000000..275593749020ac79ee8c297a7c0118d9ab5f7c83 --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/datasets/audio_datasets/scp2jsonl.py @@ -0,0 +1,116 @@ +import os +import json +import torch +import logging +import hydra +from omegaconf import DictConfig, OmegaConf +import concurrent.futures +import librosa +import torch.distributed as dist + + +def gen_jsonl_from_wav_text_list( + path, data_type_list=("source", "target"), jsonl_file_out: str = None, **kwargs +): + try: + rank = dist.get_rank() + world_size = dist.get_world_size() + except: + rank = 0 + world_size = 1 + + cpu_cores = os.cpu_count() or 1 + print(f"convert wav.scp text to jsonl, ncpu: {cpu_cores}") + if rank == 0: + json_dict = {} + for data_type, data_file in zip(data_type_list, path): + json_dict[data_type] = {} + with open(data_file, "r") as f: + + data_file_lists = f.readlines() + lines_for_each_th = (len(data_file_lists) - 1) // cpu_cores + 1 + task_num = cpu_cores if len(data_file_lists) > cpu_cores else 1 + with concurrent.futures.ThreadPoolExecutor( + max_workers=cpu_cores + ) as executor: + + futures = [ + executor.submit( + parse_context_length, + data_file_lists[ + i * lines_for_each_th : (i + 1) * lines_for_each_th + ], + data_type, + ) + for i in range(task_num) + ] + + for future in concurrent.futures.as_completed(futures): + + json_dict[data_type].update(future.result()) + # print(json_dict) + + with open(jsonl_file_out, "w") as f: + for key in json_dict[data_type_list[0]].keys(): + jsonl_line = {"key": key} + for data_file in data_type_list: + jsonl_line.update(json_dict[data_file][key]) + jsonl_line = json.dumps(jsonl_line, ensure_ascii=False) + f.write(jsonl_line + "\n") + f.flush() + + else: + pass + + if world_size > 1: + dist.barrier() + + +def parse_context_length(data_list: list, data_type: str): + + res = {} + for i, line in enumerate(data_list): + key, line = line.strip().split(maxsplit=1) + line = line.strip() + if os.path.exists(line): + waveform, _ = librosa.load(line, sr=16000) + sample_num = len(waveform) + context_len = int(sample_num // 16000 * 1000 / 10) + else: + context_len = len(line.split()) if " " in line else len(line) + res[key] = {data_type: line, f"{data_type}_len": context_len} + return res + + +@hydra.main(config_name=None, version_base=None) +def main_hydra(cfg: DictConfig): + + kwargs = OmegaConf.to_container(cfg, resolve=True) + + scp_file_list = kwargs.get( + "scp_file_list", + ( + "/Users/zhifu/funasr1.0/test_local/wav.scp", + "/Users/zhifu/funasr1.0/test_local/text.txt", + ), + ) + if isinstance(scp_file_list, str): + scp_file_list = eval(scp_file_list) + data_type_list = kwargs.get("data_type_list", ("source", "target")) + jsonl_file_out = kwargs.get( + "jsonl_file_out", "/Users/zhifu/funasr1.0/test_local/audio_datasets.jsonl" + ) + gen_jsonl_from_wav_text_list( + scp_file_list, data_type_list=data_type_list, jsonl_file_out=jsonl_file_out + ) + + +""" +python -m funasr_detach.datasets.audio_datasets.scp2jsonl \ +++scp_file_list='["/Users/zhifu/funasr1.0/test_local/wav.scp", "/Users/zhifu/funasr1.0/test_local/text.txt"]' \ +++data_type_list='["source", "target"]' \ +++jsonl_file_out=/Users/zhifu/funasr1.0/test_local/audio_datasets.jsonl +""" + +if __name__ == "__main__": + main_hydra() diff --git a/almeval/models/stepaudio/funasr_detach/download/__init__.py b/almeval/models/stepaudio/funasr_detach/download/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/almeval/models/stepaudio/funasr_detach/download/download_dataset_from_hub.py b/almeval/models/stepaudio/funasr_detach/download/download_dataset_from_hub.py new file mode 100644 index 0000000000000000000000000000000000000000..6834137bc849c6b6f710d5b23168ebceb9a898ed --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/download/download_dataset_from_hub.py @@ -0,0 +1,19 @@ +def download_dataset(): + pass + + +def download_dataset_from_ms(**kwargs): + from modelscope.msdatasets import MsDataset + + dataset_name = kwargs.get( + "dataset_name", "speech_asr/speech_asr_aishell1_trainsets" + ) + subset_name = kwargs.get("subset_name", "default") + split = kwargs.get("split", "train") + data_dump_dir = kwargs.get("data_dump_dir", None) + ds = MsDataset.load( + dataset_name=dataset_name, + subset_name=subset_name, + split=split, + cache_dir=data_dump_dir, + ) diff --git a/almeval/models/stepaudio/funasr_detach/download/download_from_hub.py b/almeval/models/stepaudio/funasr_detach/download/download_from_hub.py new file mode 100644 index 0000000000000000000000000000000000000000..6cfca6f75becbe5625cd444e4be0e08bcac4e31e --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/download/download_from_hub.py @@ -0,0 +1,122 @@ +import os +import json +from omegaconf import OmegaConf + +from funasr_detach.download.name_maps_from_hub import name_maps_ms, name_maps_hf + + +def download_model(**kwargs): + model_hub = kwargs.get("model_hub", "ms") + if model_hub == "ms": + kwargs = download_from_ms(**kwargs) + + return kwargs + + +def download_from_ms(**kwargs): + model_or_path = kwargs.get("model") + if model_or_path in name_maps_ms: + model_or_path = name_maps_ms[model_or_path] + model_revision = kwargs.get("model_revision") + if not os.path.exists(model_or_path): + model_or_path = get_or_download_model_dir( + model_or_path, + model_revision, + is_training=kwargs.get("is_training"), + check_latest=kwargs.get("kwargs", True), + ) + kwargs["model_path"] = model_or_path + + if os.path.exists(os.path.join(model_or_path, "configuration.json")): + with open( + os.path.join(model_or_path, "configuration.json"), "r", encoding="utf-8" + ) as f: + conf_json = json.load(f) + cfg = {} + add_file_root_path(model_or_path, conf_json["file_path_metas"], cfg) + cfg.update(kwargs) + config = OmegaConf.load(cfg["config"]) + kwargs = OmegaConf.merge(config, cfg) + kwargs["model"] = config["model"] + elif os.path.exists(os.path.join(model_or_path, "config.yaml")) and os.path.exists( + os.path.join(model_or_path, "model.pt") + ): + config = OmegaConf.load(os.path.join(model_or_path, "config.yaml")) + kwargs = OmegaConf.merge(config, kwargs) + init_param = os.path.join(model_or_path, "model.pb") + kwargs["init_param"] = init_param + if os.path.exists(os.path.join(model_or_path, "tokens.txt")): + kwargs["tokenizer_conf"]["token_list"] = os.path.join( + model_or_path, "tokens.txt" + ) + if os.path.exists(os.path.join(model_or_path, "tokens.json")): + kwargs["tokenizer_conf"]["token_list"] = os.path.join( + model_or_path, "tokens.json" + ) + if os.path.exists(os.path.join(model_or_path, "seg_dict")): + kwargs["tokenizer_conf"]["seg_dict"] = os.path.join( + model_or_path, "seg_dict" + ) + if os.path.exists(os.path.join(model_or_path, "bpe.model")): + kwargs["tokenizer_conf"]["bpemodel"] = os.path.join( + model_or_path, "bpe.model" + ) + kwargs["model"] = config["model"] + if os.path.exists(os.path.join(model_or_path, "am.mvn")): + kwargs["frontend_conf"]["cmvn_file"] = os.path.join(model_or_path, "am.mvn") + if os.path.exists(os.path.join(model_or_path, "jieba_usr_dict")): + kwargs["jieba_usr_dict"] = os.path.join(model_or_path, "jieba_usr_dict") + return OmegaConf.to_container(kwargs, resolve=True) + + +def add_file_root_path(model_or_path: str, file_path_metas: dict, cfg={}): + + if isinstance(file_path_metas, dict): + for k, v in file_path_metas.items(): + if isinstance(v, str): + p = os.path.join(model_or_path, v) + if os.path.exists(p): + cfg[k] = p + elif isinstance(v, dict): + if k not in cfg: + cfg[k] = {} + add_file_root_path(model_or_path, v, cfg[k]) + + return cfg + + +def get_or_download_model_dir( + model, + model_revision=None, + is_training=False, + check_latest=True, +): + """Get local model directory or download model if necessary. + + Args: + model (str): model id or path to local model directory. + model_revision (str, optional): model version number. + :param is_training: + """ + from modelscope.hub.check_model import check_local_model_is_latest + from modelscope.hub.snapshot_download import snapshot_download + + from modelscope.utils.constant import Invoke, ThirdParty + + key = Invoke.LOCAL_TRAINER if is_training else Invoke.PIPELINE + + if os.path.exists(model) and check_latest: + model_cache_dir = model if os.path.isdir(model) else os.path.dirname(model) + try: + check_local_model_is_latest( + model_cache_dir, user_agent={Invoke.KEY: key, ThirdParty.KEY: "funasr"} + ) + except: + print("could not check the latest version") + else: + model_cache_dir = snapshot_download( + model, + revision=model_revision, + user_agent={Invoke.KEY: key, ThirdParty.KEY: "funasr"}, + ) + return model_cache_dir diff --git a/almeval/models/stepaudio/funasr_detach/download/file.py b/almeval/models/stepaudio/funasr_detach/download/file.py new file mode 100644 index 0000000000000000000000000000000000000000..ebb1a3dc10b7ef9385694e892c676847812adaab --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/download/file.py @@ -0,0 +1,335 @@ +# Copyright (c) Alibaba, Inc. and its affiliates. + +import contextlib +import os +import tempfile +from abc import ABCMeta, abstractmethod +from pathlib import Path +from typing import Generator, Union + +import requests +from urllib.parse import urlparse + + +def download_from_url(url): + result = urlparse(url) + file_path = None + if result.scheme is not None and len(result.scheme) > 0: + storage = HTTPStorage() + # bytes + data = storage.read(url) + work_dir = tempfile.TemporaryDirectory().name + if not os.path.exists(work_dir): + os.makedirs(work_dir) + file_path = os.path.join(work_dir, os.path.basename(url)) + with open(file_path, "wb") as fb: + fb.write(data) + assert file_path is not None, f"failed to download: {url}" + return file_path + + +class Storage(metaclass=ABCMeta): + """Abstract class of storage. + + All backends need to implement two apis: ``read()`` and ``read_text()``. + ``read()`` reads the file as a byte stream and ``read_text()`` reads + the file as texts. + """ + + @abstractmethod + def read(self, filepath: str): + pass + + @abstractmethod + def read_text(self, filepath: str): + pass + + @abstractmethod + def write(self, obj: bytes, filepath: Union[str, Path]) -> None: + pass + + @abstractmethod + def write_text( + self, obj: str, filepath: Union[str, Path], encoding: str = "utf-8" + ) -> None: + pass + + +class LocalStorage(Storage): + """Local hard disk storage""" + + def read(self, filepath: Union[str, Path]) -> bytes: + """Read data from a given ``filepath`` with 'rb' mode. + + Args: + filepath (str or Path): Path to read data. + + Returns: + bytes: Expected bytes object. + """ + with open(filepath, "rb") as f: + content = f.read() + return content + + def read_text(self, filepath: Union[str, Path], encoding: str = "utf-8") -> str: + """Read data from a given ``filepath`` with 'r' mode. + + Args: + filepath (str or Path): Path to read data. + encoding (str): The encoding format used to open the ``filepath``. + Default: 'utf-8'. + + Returns: + str: Expected text reading from ``filepath``. + """ + with open(filepath, "r", encoding=encoding) as f: + value_buf = f.read() + return value_buf + + def write(self, obj: bytes, filepath: Union[str, Path]) -> None: + """Write data to a given ``filepath`` with 'wb' mode. + + Note: + ``write`` will create a directory if the directory of ``filepath`` + does not exist. + + Args: + obj (bytes): Data to be written. + filepath (str or Path): Path to write data. + """ + dirname = os.path.dirname(filepath) + if dirname and not os.path.exists(dirname): + os.makedirs(dirname, exist_ok=True) + + with open(filepath, "wb") as f: + f.write(obj) + + def write_text( + self, obj: str, filepath: Union[str, Path], encoding: str = "utf-8" + ) -> None: + """Write data to a given ``filepath`` with 'w' mode. + + Note: + ``write_text`` will create a directory if the directory of + ``filepath`` does not exist. + + Args: + obj (str): Data to be written. + filepath (str or Path): Path to write data. + encoding (str): The encoding format used to open the ``filepath``. + Default: 'utf-8'. + """ + dirname = os.path.dirname(filepath) + if dirname and not os.path.exists(dirname): + os.makedirs(dirname, exist_ok=True) + + with open(filepath, "w", encoding=encoding) as f: + f.write(obj) + + @contextlib.contextmanager + def as_local_path( + self, filepath: Union[str, Path] + ) -> Generator[Union[str, Path], None, None]: + """Only for unified API and do nothing.""" + yield filepath + + +class HTTPStorage(Storage): + """HTTP and HTTPS storage.""" + + def read(self, url): + # TODO @wenmeng.zwm add progress bar if file is too large + r = requests.get(url) + r.raise_for_status() + return r.content + + def read_text(self, url): + r = requests.get(url) + r.raise_for_status() + return r.text + + @contextlib.contextmanager + def as_local_path(self, filepath: str) -> Generator[Union[str, Path], None, None]: + """Download a file from ``filepath``. + + ``as_local_path`` is decorated by :meth:`contextlib.contextmanager`. It + can be called with ``with`` statement, and when exists from the + ``with`` statement, the temporary path will be released. + + Args: + filepath (str): Download a file from ``filepath``. + + Examples: + >>> storage = HTTPStorage() + >>> # After existing from the ``with`` clause, + >>> # the path will be removed + >>> with storage.get_local_path('http://path/to/file') as path: + ... # do something here + """ + try: + f = tempfile.NamedTemporaryFile(delete=False) + f.write(self.read(filepath)) + f.close() + yield f.name + finally: + os.remove(f.name) + + def write(self, obj: bytes, url: Union[str, Path]) -> None: + raise NotImplementedError("write is not supported by HTTP Storage") + + def write_text( + self, obj: str, url: Union[str, Path], encoding: str = "utf-8" + ) -> None: + raise NotImplementedError("write_text is not supported by HTTP Storage") + + +class OSSStorage(Storage): + """OSS storage.""" + + def __init__(self, oss_config_file=None): + # read from config file or env var + raise NotImplementedError("OSSStorage.__init__ to be implemented in the future") + + def read(self, filepath): + raise NotImplementedError("OSSStorage.read to be implemented in the future") + + def read_text(self, filepath, encoding="utf-8"): + raise NotImplementedError( + "OSSStorage.read_text to be implemented in the future" + ) + + @contextlib.contextmanager + def as_local_path(self, filepath: str) -> Generator[Union[str, Path], None, None]: + """Download a file from ``filepath``. + + ``as_local_path`` is decorated by :meth:`contextlib.contextmanager`. It + can be called with ``with`` statement, and when exists from the + ``with`` statement, the temporary path will be released. + + Args: + filepath (str): Download a file from ``filepath``. + + Examples: + >>> storage = OSSStorage() + >>> # After existing from the ``with`` clause, + >>> # the path will be removed + >>> with storage.get_local_path('http://path/to/file') as path: + ... # do something here + """ + try: + f = tempfile.NamedTemporaryFile(delete=False) + f.write(self.read(filepath)) + f.close() + yield f.name + finally: + os.remove(f.name) + + def write(self, obj: bytes, filepath: Union[str, Path]) -> None: + raise NotImplementedError("OSSStorage.write to be implemented in the future") + + def write_text( + self, obj: str, filepath: Union[str, Path], encoding: str = "utf-8" + ) -> None: + raise NotImplementedError( + "OSSStorage.write_text to be implemented in the future" + ) + + +G_STORAGES = {} + + +class File(object): + _prefix_to_storage: dict = { + "oss": OSSStorage, + "http": HTTPStorage, + "https": HTTPStorage, + "local": LocalStorage, + } + + @staticmethod + def _get_storage(uri): + assert isinstance(uri, str), f"uri should be str type, but got {type(uri)}" + + if "://" not in uri: + # local path + storage_type = "local" + else: + prefix, _ = uri.split("://") + storage_type = prefix + + assert storage_type in File._prefix_to_storage, ( + f"Unsupported uri {uri}, valid prefixs: " + f"{list(File._prefix_to_storage.keys())}" + ) + + if storage_type not in G_STORAGES: + G_STORAGES[storage_type] = File._prefix_to_storage[storage_type]() + + return G_STORAGES[storage_type] + + @staticmethod + def read(uri: str) -> bytes: + """Read data from a given ``filepath`` with 'rb' mode. + + Args: + filepath (str or Path): Path to read data. + + Returns: + bytes: Expected bytes object. + """ + storage = File._get_storage(uri) + return storage.read(uri) + + @staticmethod + def read_text(uri: Union[str, Path], encoding: str = "utf-8") -> str: + """Read data from a given ``filepath`` with 'r' mode. + + Args: + filepath (str or Path): Path to read data. + encoding (str): The encoding format used to open the ``filepath``. + Default: 'utf-8'. + + Returns: + str: Expected text reading from ``filepath``. + """ + storage = File._get_storage(uri) + return storage.read_text(uri) + + @staticmethod + def write(obj: bytes, uri: Union[str, Path]) -> None: + """Write data to a given ``filepath`` with 'wb' mode. + + Note: + ``write`` will create a directory if the directory of ``filepath`` + does not exist. + + Args: + obj (bytes): Data to be written. + filepath (str or Path): Path to write data. + """ + storage = File._get_storage(uri) + return storage.write(obj, uri) + + @staticmethod + def write_text(obj: str, uri: str, encoding: str = "utf-8") -> None: + """Write data to a given ``filepath`` with 'w' mode. + + Note: + ``write_text`` will create a directory if the directory of + ``filepath`` does not exist. + + Args: + obj (str): Data to be written. + filepath (str or Path): Path to write data. + encoding (str): The encoding format used to open the ``filepath``. + Default: 'utf-8'. + """ + storage = File._get_storage(uri) + return storage.write_text(obj, uri) + + @contextlib.contextmanager + def as_local_path(uri: str) -> Generator[Union[str, Path], None, None]: + """Only for unified API and do nothing.""" + storage = File._get_storage(uri) + with storage.as_local_path(uri) as local_path: + yield local_path diff --git a/almeval/models/stepaudio/funasr_detach/download/name_maps_from_hub.py b/almeval/models/stepaudio/funasr_detach/download/name_maps_from_hub.py new file mode 100644 index 0000000000000000000000000000000000000000..695d247374ef6e2bdacb78adadbdeadf451f93ca --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/download/name_maps_from_hub.py @@ -0,0 +1,13 @@ +name_maps_ms = { + "paraformer-zh": "damo/speech_seaco_paraformer_large_asr_nat-zh-cn-16k-common-vocab8404-pytorch", + "paraformer-en": "damo/speech_paraformer-large-vad-punc_asr_nat-en-16k-common-vocab10020", + "paraformer-en-spk": "damo/speech_paraformer-large-vad-punc_asr_nat-en-16k-common-vocab10020", + "paraformer-zh-streaming": "damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-online", + "fsmn-vad": "damo/speech_fsmn_vad_zh-cn-16k-common-pytorch", + "ct-punc": "damo/punc_ct-transformer_cn-en-common-vocab471067-large", + "ct-punc-c": "damo/punc_ct-transformer_zh-cn-common-vocab272727-pytorch", + "fa-zh": "damo/speech_timestamp_prediction-v1-16k-offline", + "cam++": "damo/speech_campplus_sv_zh-cn_16k-common", +} + +name_maps_hf = {} diff --git a/almeval/models/stepaudio/funasr_detach/download/runtime_sdk_download_tool.py b/almeval/models/stepaudio/funasr_detach/download/runtime_sdk_download_tool.py new file mode 100644 index 0000000000000000000000000000000000000000..bc7e8e465aed348d25cbdd015095271fb7434cd3 --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/download/runtime_sdk_download_tool.py @@ -0,0 +1,60 @@ +import os +import argparse +from pathlib import Path + +from funasr_detach.utils.types import str2bool + + +def main(): + parser = argparse.ArgumentParser() + parser.add_argument("--model-name", type=str, required=True) + parser.add_argument("--export-dir", type=str, required=True) + parser.add_argument( + "--export", type=str2bool, default=True, help="whether to export model" + ) + parser.add_argument("--type", type=str, default="onnx", help='["onnx", "torch"]') + parser.add_argument("--device", type=str, default="cpu", help='["cpu", "cuda"]') + parser.add_argument( + "--quantize", type=str2bool, default=False, help="export quantized model" + ) + parser.add_argument( + "--fallback-num", type=int, default=0, help="amp fallback number" + ) + parser.add_argument("--audio_in", type=str, default=None, help='["wav", "wav.scp"]') + parser.add_argument( + "--model_revision", type=str, default=None, help="model_revision" + ) + parser.add_argument("--calib_num", type=int, default=200, help="calib max num") + args = parser.parse_args() + + model_dir = args.model_name + if not Path(args.model_name).exists(): + from modelscope.hub.snapshot_download import snapshot_download + + try: + model_dir = snapshot_download( + args.model_name, cache_dir=args.export_dir, revision=args.model_revision + ) + except: + raise "model_dir must be model_name in modelscope or local path downloaded from modelscope, but is {}".format( + model_dir + ) + if args.export: + model_file = os.path.join(model_dir, "model.onnx") + if args.quantize: + model_file = os.path.join(model_dir, "model_quant.onnx") + if not os.path.exists(model_file): + print(".onnx is not exist, begin to export onnx") + from funasr_detach.bin.export_model import ModelExport + + export_model = ModelExport( + cache_dir=args.export_dir, + onnx=True, + device="cpu", + quant=args.quantize, + ) + export_model.export(model_dir) + + +if __name__ == "__main__": + main() diff --git a/almeval/models/stepaudio/funasr_detach/frontends/__init__.py b/almeval/models/stepaudio/funasr_detach/frontends/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/almeval/models/stepaudio/funasr_detach/frontends/default.py b/almeval/models/stepaudio/funasr_detach/frontends/default.py new file mode 100644 index 0000000000000000000000000000000000000000..80ba539b1d06d8d3fd50bdc021b7ad7e1dd7bc82 --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/frontends/default.py @@ -0,0 +1,347 @@ +import copy +from typing import Optional +from typing import Tuple +from typing import Union +import logging +import humanfriendly +import numpy as np +import torch +import torch.nn as nn + +try: + from torch_complex.tensor import ComplexTensor +except: + print("Please install torch_complex firstly") + +from funasr_detach.frontends.utils.log_mel import LogMel +from funasr_detach.frontends.utils.stft import Stft +from funasr_detach.frontends.utils.frontend import Frontend +from funasr_detach.models.transformer.utils.nets_utils import make_pad_mask + + +class DefaultFrontend(nn.Module): + """Conventional frontend structure for ASR. + Stft -> WPE -> MVDR-Beamformer -> Power-spec -> Mel-Fbank -> CMVN + """ + + def __init__( + self, + fs: Union[int, str] = 16000, + n_fft: int = 512, + win_length: int = None, + hop_length: int = 128, + window: Optional[str] = "hann", + center: bool = True, + normalized: bool = False, + onesided: bool = True, + n_mels: int = 80, + fmin: int = None, + fmax: int = None, + htk: bool = False, + frontend_conf: Optional[dict] = None, + apply_stft: bool = True, + use_channel: int = None, + ): + super().__init__() + if isinstance(fs, str): + fs = humanfriendly.parse_size(fs) + + # Deepcopy (In general, dict shouldn't be used as default arg) + frontend_conf = copy.deepcopy(frontend_conf) + self.hop_length = hop_length + + if apply_stft: + self.stft = Stft( + n_fft=n_fft, + win_length=win_length, + hop_length=hop_length, + center=center, + window=window, + normalized=normalized, + onesided=onesided, + ) + else: + self.stft = None + self.apply_stft = apply_stft + + if frontend_conf is not None: + self.frontend = Frontend(idim=n_fft // 2 + 1, **frontend_conf) + else: + self.frontend = None + + self.logmel = LogMel( + fs=fs, + n_fft=n_fft, + n_mels=n_mels, + fmin=fmin, + fmax=fmax, + htk=htk, + ) + self.n_mels = n_mels + self.use_channel = use_channel + self.frontend_type = "default" + + def output_size(self) -> int: + return self.n_mels + + def forward( + self, input: torch.Tensor, input_lengths: torch.Tensor + ) -> Tuple[torch.Tensor, torch.Tensor]: + # 1. Domain-conversion: e.g. Stft: time -> time-freq + if self.stft is not None: + input_stft, feats_lens = self._compute_stft(input, input_lengths) + else: + input_stft = ComplexTensor(input[..., 0], input[..., 1]) + feats_lens = input_lengths + # 2. [Option] Speech enhancement + if self.frontend is not None: + assert isinstance(input_stft, ComplexTensor), type(input_stft) + # input_stft: (Batch, Length, [Channel], Freq) + input_stft, _, mask = self.frontend(input_stft, feats_lens) + + # 3. [Multi channel case]: Select a channel + if input_stft.dim() == 4: + # h: (B, T, C, F) -> h: (B, T, F) + if self.training: + if self.use_channel is not None: + input_stft = input_stft[:, :, self.use_channel, :] + else: + # Select 1ch randomly + ch = np.random.randint(input_stft.size(2)) + input_stft = input_stft[:, :, ch, :] + else: + # Use the first channel + input_stft = input_stft[:, :, 0, :] + + # 4. STFT -> Power spectrum + # h: ComplexTensor(B, T, F) -> torch.Tensor(B, T, F) + input_power = input_stft.real**2 + input_stft.imag**2 + + # 5. Feature transform e.g. Stft -> Log-Mel-Fbank + # input_power: (Batch, [Channel,] Length, Freq) + # -> input_feats: (Batch, Length, Dim) + input_feats, _ = self.logmel(input_power, feats_lens) + + return input_feats, feats_lens + + def _compute_stft( + self, input: torch.Tensor, input_lengths: torch.Tensor + ) -> torch.Tensor: + input_stft, feats_lens = self.stft(input, input_lengths) + + assert input_stft.dim() >= 4, input_stft.shape + # "2" refers to the real/imag parts of Complex + assert input_stft.shape[-1] == 2, input_stft.shape + + # Change torch.Tensor to ComplexTensor + # input_stft: (..., F, 2) -> (..., F) + input_stft = ComplexTensor(input_stft[..., 0], input_stft[..., 1]) + return input_stft, feats_lens + + +class MultiChannelFrontend(nn.Module): + """Conventional frontend structure for ASR. + Stft -> WPE -> MVDR-Beamformer -> Power-spec -> Mel-Fbank -> CMVN + """ + + def __init__( + self, + fs: Union[int, str] = 16000, + n_fft: int = 512, + win_length: int = None, + hop_length: int = None, + frame_length: int = None, + frame_shift: int = None, + window: Optional[str] = "hann", + center: bool = True, + normalized: bool = False, + onesided: bool = True, + n_mels: int = 80, + fmin: int = None, + fmax: int = None, + htk: bool = False, + frontend_conf: Optional[dict] = None, + apply_stft: bool = True, + use_channel: int = None, + lfr_m: int = 1, + lfr_n: int = 1, + cmvn_file: str = None, + mc: bool = True, + ): + super().__init__() + if isinstance(fs, str): + fs = humanfriendly.parse_size(fs) + + # Deepcopy (In general, dict shouldn't be used as default arg) + frontend_conf = copy.deepcopy(frontend_conf) + if win_length is None and hop_length is None: + self.win_length = frame_length * 16 + self.hop_length = frame_shift * 16 + elif frame_length is None and frame_shift is None: + self.win_length = self.win_length + self.hop_length = self.hop_length + else: + logging.error( + "Only one of (win_length, hop_length) and (frame_length, frame_shift)" + "can be set." + ) + exit(1) + + if apply_stft: + self.stft = Stft( + n_fft=n_fft, + win_length=self.win_length, + hop_length=self.hop_length, + center=center, + window=window, + normalized=normalized, + onesided=onesided, + ) + else: + self.stft = None + self.apply_stft = apply_stft + + if frontend_conf is not None: + self.frontend = Frontend(idim=n_fft // 2 + 1, **frontend_conf) + else: + self.frontend = None + + self.logmel = LogMel( + fs=fs, + n_fft=n_fft, + n_mels=n_mels, + fmin=fmin, + fmax=fmax, + htk=htk, + ) + self.n_mels = n_mels + self.use_channel = use_channel + self.mc = mc + if not self.mc: + if self.use_channel is not None: + logging.info("use the channel %d" % (self.use_channel)) + else: + logging.info("random select channel") + self.cmvn_file = cmvn_file + if self.cmvn_file is not None: + mean, std = self._load_cmvn(self.cmvn_file) + self.register_buffer("mean", torch.from_numpy(mean)) + self.register_buffer("std", torch.from_numpy(std)) + self.frontend_type = "multichannelfrontend" + + def output_size(self) -> int: + return self.n_mels + + def forward( + self, input: torch.Tensor, input_lengths: torch.Tensor + ) -> Tuple[torch.Tensor, torch.Tensor]: + # 1. Domain-conversion: e.g. Stft: time -> time-freq + # import pdb;pdb.set_trace() + if self.stft is not None: + input_stft, feats_lens = self._compute_stft(input, input_lengths) + else: + input_stft = ComplexTensor(input[..., 0], input[..., 1]) + feats_lens = input_lengths + # 2. [Option] Speech enhancement + if self.frontend is not None: + assert isinstance(input_stft, ComplexTensor), type(input_stft) + # input_stft: (Batch, Length, [Channel], Freq) + input_stft, _, mask = self.frontend(input_stft, feats_lens) + + # 3. [Multi channel case]: Select a channel(sa_asr) + if input_stft.dim() == 4 and not self.mc: + # h: (B, T, C, F) -> h: (B, T, F) + if self.training: + if self.use_channel is not None: + input_stft = input_stft[:, :, self.use_channel, :] + + else: + # Select 1ch randomly + ch = np.random.randint(input_stft.size(2)) + input_stft = input_stft[:, :, ch, :] + else: + # Use the first channel + input_stft = input_stft[:, :, 0, :] + + # 4. STFT -> Power spectrum + # h: ComplexTensor(B, T, F) -> torch.Tensor(B, T, F) + input_power = input_stft.real**2 + input_stft.imag**2 + + # 5. Feature transform e.g. Stft -> Log-Mel-Fbank + # input_power: (Batch, [Channel,] Length, Freq) + # -> input_feats: (Batch, Length, Dim) + input_feats, _ = self.logmel(input_power, feats_lens) + if self.mc: + # MFCCA + if input_feats.dim() == 4: + bt = input_feats.size(0) + channel_size = input_feats.size(2) + input_feats = ( + input_feats.transpose(1, 2) + .reshape(bt * channel_size, -1, 80) + .contiguous() + ) + feats_lens = feats_lens.repeat(1, channel_size).squeeze() + else: + channel_size = 1 + return input_feats, feats_lens, channel_size + else: + # 6. Apply CMVN + if self.cmvn_file is not None: + if feats_lens is None: + feats_lens = input_feats.new_full( + [input_feats.size(0)], input_feats.size(1) + ) + self.mean = self.mean.to(input_feats.device, input_feats.dtype) + self.std = self.std.to(input_feats.device, input_feats.dtype) + mask = make_pad_mask(feats_lens, input_feats, 1) + + if input_feats.requires_grad: + input_feats = input_feats + self.mean + else: + input_feats += self.mean + if input_feats.requires_grad: + input_feats = input_feats.masked_fill(mask, 0.0) + else: + input_feats.masked_fill_(mask, 0.0) + + input_feats *= self.std + + return input_feats, feats_lens + + def _compute_stft( + self, input: torch.Tensor, input_lengths: torch.Tensor + ) -> torch.Tensor: + input_stft, feats_lens = self.stft(input, input_lengths) + + assert input_stft.dim() >= 4, input_stft.shape + # "2" refers to the real/imag parts of Complex + assert input_stft.shape[-1] == 2, input_stft.shape + + # Change torch.Tensor to ComplexTensor + # input_stft: (..., F, 2) -> (..., F) + input_stft = ComplexTensor(input_stft[..., 0], input_stft[..., 1]) + return input_stft, feats_lens + + def _load_cmvn(self, cmvn_file): + with open(cmvn_file, "r", encoding="utf-8") as f: + lines = f.readlines() + means_list = [] + vars_list = [] + for i in range(len(lines)): + line_item = lines[i].split() + if line_item[0] == "": + line_item = lines[i + 1].split() + if line_item[0] == "": + add_shift_line = line_item[3 : (len(line_item) - 1)] + means_list = list(add_shift_line) + continue + elif line_item[0] == "": + line_item = lines[i + 1].split() + if line_item[0] == "": + rescale_line = line_item[3 : (len(line_item) - 1)] + vars_list = list(rescale_line) + continue + means = np.array(means_list).astype(np.float) + vars = np.array(vars_list).astype(np.float) + return means, vars diff --git a/almeval/models/stepaudio/funasr_detach/frontends/eend_ola_feature.py b/almeval/models/stepaudio/funasr_detach/frontends/eend_ola_feature.py new file mode 100644 index 0000000000000000000000000000000000000000..13438175867c9795cc349200dae754b9282c81b9 --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/frontends/eend_ola_feature.py @@ -0,0 +1,49 @@ +# Copyright 2019 Hitachi, Ltd. (author: Yusuke Fujita) +# Licensed under the MIT license. +# +# This module is for computing audio features + +import librosa +import numpy as np + + +def transform(Y, dtype=np.float32): + Y = np.abs(Y) + n_fft = 2 * (Y.shape[1] - 1) + sr = 8000 + n_mels = 23 + mel_basis = librosa.filters.mel(sr, n_fft, n_mels) + Y = np.dot(Y**2, mel_basis.T) + Y = np.log10(np.maximum(Y, 1e-10)) + mean = np.mean(Y, axis=0) + Y = Y - mean + return Y.astype(dtype) + + +def subsample(Y, T, subsampling=1): + Y_ss = Y[::subsampling] + T_ss = T[::subsampling] + return Y_ss, T_ss + + +def splice(Y, context_size=0): + Y_pad = np.pad(Y, [(context_size, context_size), (0, 0)], "constant") + Y_spliced = np.lib.stride_tricks.as_strided( + np.ascontiguousarray(Y_pad), + (Y.shape[0], Y.shape[1] * (2 * context_size + 1)), + (Y.itemsize * Y.shape[1], Y.itemsize), + writeable=False, + ) + return Y_spliced + + +def stft(data, frame_size=1024, frame_shift=256): + fft_size = 1 << (frame_size - 1).bit_length() + if len(data) % frame_shift == 0: + return librosa.stft( + data, n_fft=fft_size, win_length=frame_size, hop_length=frame_shift + ).T[:-1] + else: + return librosa.stft( + data, n_fft=fft_size, win_length=frame_size, hop_length=frame_shift + ).T diff --git a/almeval/models/stepaudio/funasr_detach/frontends/fused.py b/almeval/models/stepaudio/funasr_detach/frontends/fused.py new file mode 100644 index 0000000000000000000000000000000000000000..cd4eeb10af985154d1bd192a8ad7b92ed3d4a383 --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/frontends/fused.py @@ -0,0 +1,144 @@ +from funasr_detach.frontends.default import DefaultFrontend +from funasr_detach.frontends.s3prl import S3prlFrontend +import numpy as np +import torch +import torch.nn as nn +from typing import Tuple + + +class FusedFrontends(nn.Module): + def __init__( + self, frontends=None, align_method="linear_projection", proj_dim=100, fs=16000 + ): + + super().__init__() + self.align_method = ( + align_method # fusing method : linear_projection only for now + ) + self.proj_dim = proj_dim # dim of the projection done on each frontend + self.frontends = [] # list of the frontends to combine + + for i, frontend in enumerate(frontends): + frontend_type = frontend["frontend_type"] + if frontend_type == "default": + n_mels, fs, n_fft, win_length, hop_length = ( + frontend.get("n_mels", 80), + fs, + frontend.get("n_fft", 512), + frontend.get("win_length"), + frontend.get("hop_length", 128), + ) + window, center, normalized, onesided = ( + frontend.get("window", "hann"), + frontend.get("center", True), + frontend.get("normalized", False), + frontend.get("onesided", True), + ) + fmin, fmax, htk, apply_stft = ( + frontend.get("fmin", None), + frontend.get("fmax", None), + frontend.get("htk", False), + frontend.get("apply_stft", True), + ) + + self.frontends.append( + DefaultFrontend( + n_mels=n_mels, + n_fft=n_fft, + fs=fs, + win_length=win_length, + hop_length=hop_length, + window=window, + center=center, + normalized=normalized, + onesided=onesided, + fmin=fmin, + fmax=fmax, + htk=htk, + apply_stft=apply_stft, + ) + ) + elif frontend_type == "s3prl": + frontend_conf, download_dir, multilayer_feature = ( + frontend.get("frontend_conf"), + frontend.get("download_dir"), + frontend.get("multilayer_feature"), + ) + self.frontends.append( + S3prlFrontend( + fs=fs, + frontend_conf=frontend_conf, + download_dir=download_dir, + multilayer_feature=multilayer_feature, + ) + ) + + else: + raise NotImplementedError # frontends are only default or s3prl + + self.frontends = torch.nn.ModuleList(self.frontends) + + self.gcd = np.gcd.reduce([frontend.hop_length for frontend in self.frontends]) + self.factors = [frontend.hop_length // self.gcd for frontend in self.frontends] + if torch.cuda.is_available(): + dev = "cuda" + else: + dev = "cpu" + if self.align_method == "linear_projection": + self.projection_layers = [ + torch.nn.Linear( + in_features=frontend.output_size(), + out_features=self.factors[i] * self.proj_dim, + ) + for i, frontend in enumerate(self.frontends) + ] + self.projection_layers = torch.nn.ModuleList(self.projection_layers) + self.projection_layers = self.projection_layers.to(torch.device(dev)) + + def output_size(self) -> int: + return len(self.frontends) * self.proj_dim + + def forward( + self, input: torch.Tensor, input_lengths: torch.Tensor + ) -> Tuple[torch.Tensor, torch.Tensor]: + + # step 0 : get all frontends features + self.feats = [] + for frontend in self.frontends: + with torch.no_grad(): + input_feats, feats_lens = frontend.forward(input, input_lengths) + self.feats.append([input_feats, feats_lens]) + + if ( + self.align_method == "linear_projection" + ): # TODO(Dan): to add other align methods + + # first step : projections + self.feats_proj = [] + for i, frontend in enumerate(self.frontends): + input_feats = self.feats[i][0] + self.feats_proj.append(self.projection_layers[i](input_feats)) + + # 2nd step : reshape + self.feats_reshaped = [] + for i, frontend in enumerate(self.frontends): + input_feats_proj = self.feats_proj[i] + bs, nf, dim = input_feats_proj.shape + input_feats_reshaped = torch.reshape( + input_feats_proj, (bs, nf * self.factors[i], dim // self.factors[i]) + ) + self.feats_reshaped.append(input_feats_reshaped) + + # 3rd step : drop the few last frames + m = min([x.shape[1] for x in self.feats_reshaped]) + self.feats_final = [x[:, :m, :] for x in self.feats_reshaped] + + input_feats = torch.cat( + self.feats_final, dim=-1 + ) # change the input size of the preencoder : proj_dim * n_frontends + feats_lens = torch.ones_like(self.feats[0][1]) * (m) + + else: + raise NotImplementedError + + return input_feats, feats_lens diff --git a/almeval/models/stepaudio/funasr_detach/frontends/s3prl.py b/almeval/models/stepaudio/funasr_detach/frontends/s3prl.py new file mode 100644 index 0000000000000000000000000000000000000000..f4c759fd740245bc695bca72fa196aba8e49c007 --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/frontends/s3prl.py @@ -0,0 +1,139 @@ +import copy +import logging +import os +from argparse import Namespace +from typing import Optional +from typing import Tuple +from typing import Union + +import humanfriendly +import torch +import torch.nn as nn + +from funasr_detach.frontends.utils.frontend import Frontend +from funasr_detach.models.transformer.utils.nets_utils import pad_list + + +def base_s3prl_setup(args): + args.upstream_feature_selection = getattr(args, "upstream_feature_selection", None) + args.upstream_model_config = getattr(args, "upstream_model_config", None) + args.upstream_refresh = getattr(args, "upstream_refresh", False) + args.upstream_ckpt = getattr(args, "upstream_ckpt", None) + args.init_ckpt = getattr(args, "init_ckpt", None) + args.verbose = getattr(args, "verbose", False) + args.tile_factor = getattr(args, "tile_factor", 1) + return args + + +class S3prlFrontend(nn.Module): + """Speech Pretrained Representation frontend structure for ASR.""" + + def __init__( + self, + fs: Union[int, str] = 16000, + frontend_conf: Optional[dict] = None, + download_dir: str = None, + multilayer_feature: bool = False, + ): + super().__init__() + if isinstance(fs, str): + fs = humanfriendly.parse_size(fs) + + if download_dir is not None: + torch.hub.set_dir(download_dir) + + self.multilayer_feature = multilayer_feature + self.upstream, self.featurizer = self._get_upstream(frontend_conf) + self.pretrained_params = copy.deepcopy(self.upstream.state_dict()) + self.output_dim = self.featurizer.output_dim + self.frontend_type = "s3prl" + self.hop_length = self.upstream.get_downsample_rates("key") + + def _get_upstream(self, frontend_conf): + """Get S3PRL upstream model.""" + s3prl_args = base_s3prl_setup( + Namespace(**frontend_conf, device="cpu"), + ) + self.args = s3prl_args + + s3prl_path = None + python_path_list = os.environ.get("PYTHONPATH", "(None)").split(":") + for p in python_path_list: + if p.endswith("s3prl"): + s3prl_path = p + break + assert s3prl_path is not None + + s3prl_upstream = torch.hub.load( + s3prl_path, + s3prl_args.upstream, + ckpt=s3prl_args.upstream_ckpt, + model_config=s3prl_args.upstream_model_config, + refresh=s3prl_args.upstream_refresh, + source="local", + ).to("cpu") + + if getattr( + s3prl_upstream, "model", None + ) is not None and s3prl_upstream.model.__class__.__name__ in [ + "Wav2Vec2Model", + "HubertModel", + ]: + s3prl_upstream.model.encoder.layerdrop = 0.0 + + from s3prl.upstream.interfaces import Featurizer + + if self.multilayer_feature is None: + feature_selection = "last_hidden_state" + else: + feature_selection = "hidden_states" + s3prl_featurizer = Featurizer( + upstream=s3prl_upstream, + feature_selection=feature_selection, + upstream_device="cpu", + ) + + return s3prl_upstream, s3prl_featurizer + + def _tile_representations(self, feature): + """Tile up the representations by `tile_factor`. + Input - sequence of representations + shape: (batch_size, seq_len, feature_dim) + Output - sequence of tiled representations + shape: (batch_size, seq_len * factor, feature_dim) + """ + assert ( + len(feature.shape) == 3 + ), "Input argument `feature` has invalid shape: {}".format(feature.shape) + tiled_feature = feature.repeat(1, 1, self.args.tile_factor) + tiled_feature = tiled_feature.reshape( + feature.size(0), feature.size(1) * self.args.tile_factor, feature.size(2) + ) + return tiled_feature + + def output_size(self) -> int: + return self.output_dim + + def forward( + self, input: torch.Tensor, input_lengths: torch.Tensor + ) -> Tuple[torch.Tensor, torch.Tensor]: + wavs = [wav[: input_lengths[i]] for i, wav in enumerate(input)] + self.upstream.eval() + with torch.no_grad(): + feats = self.upstream(wavs) + feats = self.featurizer(wavs, feats) + + if self.args.tile_factor != 1: + feats = self._tile_representations(feats) + + input_feats = pad_list(feats, 0.0) + feats_lens = torch.tensor([f.shape[0] for f in feats], dtype=torch.long) + + # Saving CUDA Memory + del feats + + return input_feats, feats_lens + + def reload_pretrained_parameters(self): + self.upstream.load_state_dict(self.pretrained_params) + logging.info("Pretrained S3PRL frontend model parameters reloaded!") diff --git a/almeval/models/stepaudio/funasr_detach/frontends/utils/beamformer.py b/almeval/models/stepaudio/funasr_detach/frontends/utils/beamformer.py new file mode 100644 index 0000000000000000000000000000000000000000..f3eccee4cf98b164f8eb9802bde3741ac23dc9dc --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/frontends/utils/beamformer.py @@ -0,0 +1,84 @@ +import torch +from torch_complex import functional as FC +from torch_complex.tensor import ComplexTensor + + +def get_power_spectral_density_matrix( + xs: ComplexTensor, mask: torch.Tensor, normalization=True, eps: float = 1e-15 +) -> ComplexTensor: + """Return cross-channel power spectral density (PSD) matrix + + Args: + xs (ComplexTensor): (..., F, C, T) + mask (torch.Tensor): (..., F, C, T) + normalization (bool): + eps (float): + Returns + psd (ComplexTensor): (..., F, C, C) + + """ + # outer product: (..., C_1, T) x (..., C_2, T) -> (..., T, C, C_2) + psd_Y = FC.einsum("...ct,...et->...tce", [xs, xs.conj()]) + + # Averaging mask along C: (..., C, T) -> (..., T) + mask = mask.mean(dim=-2) + + # Normalized mask along T: (..., T) + if normalization: + # If assuming the tensor is padded with zero, the summation along + # the time axis is same regardless of the padding length. + mask = mask / (mask.sum(dim=-1, keepdim=True) + eps) + + # psd: (..., T, C, C) + psd = psd_Y * mask[..., None, None] + # (..., T, C, C) -> (..., C, C) + psd = psd.sum(dim=-3) + + return psd + + +def get_mvdr_vector( + psd_s: ComplexTensor, + psd_n: ComplexTensor, + reference_vector: torch.Tensor, + eps: float = 1e-15, +) -> ComplexTensor: + """Return the MVDR(Minimum Variance Distortionless Response) vector: + + h = (Npsd^-1 @ Spsd) / (Tr(Npsd^-1 @ Spsd)) @ u + + Reference: + On optimal frequency-domain multichannel linear filtering + for noise reduction; M. Souden et al., 2010; + https://ieeexplore.ieee.org/document/5089420 + + Args: + psd_s (ComplexTensor): (..., F, C, C) + psd_n (ComplexTensor): (..., F, C, C) + reference_vector (torch.Tensor): (..., C) + eps (float): + Returns: + beamform_vector (ComplexTensor)r: (..., F, C) + """ + # Add eps + C = psd_n.size(-1) + eye = torch.eye(C, dtype=psd_n.dtype, device=psd_n.device) + shape = [1 for _ in range(psd_n.dim() - 2)] + [C, C] + eye = eye.view(*shape) + psd_n += eps * eye + + # numerator: (..., C_1, C_2) x (..., C_2, C_3) -> (..., C_1, C_3) + numerator = FC.einsum("...ec,...cd->...ed", [psd_n.inverse(), psd_s]) + # ws: (..., C, C) / (...,) -> (..., C, C) + ws = numerator / (FC.trace(numerator)[..., None, None] + eps) + # h: (..., F, C_1, C_2) x (..., C_2) -> (..., F, C_1) + beamform_vector = FC.einsum("...fec,...c->...fe", [ws, reference_vector]) + return beamform_vector + + +def apply_beamforming_vector( + beamform_vector: ComplexTensor, mix: ComplexTensor +) -> ComplexTensor: + # (..., C) x (..., C, T) -> (..., T) + es = FC.einsum("...c,...ct->...t", [beamform_vector.conj(), mix]) + return es diff --git a/almeval/models/stepaudio/funasr_detach/frontends/wav_frontend.py b/almeval/models/stepaudio/funasr_detach/frontends/wav_frontend.py new file mode 100644 index 0000000000000000000000000000000000000000..36210348b45dd878c11ea5d13b5d01073c49c807 --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/frontends/wav_frontend.py @@ -0,0 +1,556 @@ +# Copyright (c) Alibaba, Inc. and its affiliates. +# Part of the implementation is borrowed from espnet/espnet. +from typing import Tuple +import copy +import numpy as np +import torch +import torch.nn as nn +import torchaudio.compliance.kaldi as kaldi +from torch.nn.utils.rnn import pad_sequence + +import funasr_detach.frontends.eend_ola_feature as eend_ola_feature +from funasr_detach.register import tables + + +def load_cmvn(cmvn_file): + with open(cmvn_file, "r", encoding="utf-8") as f: + lines = f.readlines() + means_list = [] + vars_list = [] + for i in range(len(lines)): + line_item = lines[i].split() + if line_item[0] == "": + line_item = lines[i + 1].split() + if line_item[0] == "": + add_shift_line = line_item[3 : (len(line_item) - 1)] + means_list = list(add_shift_line) + continue + elif line_item[0] == "": + line_item = lines[i + 1].split() + if line_item[0] == "": + rescale_line = line_item[3 : (len(line_item) - 1)] + vars_list = list(rescale_line) + continue + means = np.array(means_list).astype(np.float32) + vars = np.array(vars_list).astype(np.float32) + cmvn = np.array([means, vars]) + cmvn = torch.as_tensor(cmvn, dtype=torch.float32) + return cmvn + + +def apply_cmvn(inputs, cmvn): # noqa + """ + Apply CMVN with mvn data + """ + + device = inputs.device + dtype = inputs.dtype + frame, dim = inputs.shape + + means = cmvn[0:1, :dim] + vars = cmvn[1:2, :dim] + inputs += means.to(device) + inputs *= vars.to(device) + + return inputs.type(torch.float32) + + +def apply_lfr(inputs, lfr_m, lfr_n): + LFR_inputs = [] + T = inputs.shape[0] + T_lfr = int(np.ceil(T / lfr_n)) + left_padding = inputs[0].repeat((lfr_m - 1) // 2, 1) + inputs = torch.vstack((left_padding, inputs)) + T = T + (lfr_m - 1) // 2 + for i in range(T_lfr): + if lfr_m <= T - i * lfr_n: + LFR_inputs.append((inputs[i * lfr_n : i * lfr_n + lfr_m]).view(1, -1)) + else: # process last LFR frame + num_padding = lfr_m - (T - i * lfr_n) + frame = (inputs[i * lfr_n :]).view(-1) + for _ in range(num_padding): + frame = torch.hstack((frame, inputs[-1])) + LFR_inputs.append(frame) + LFR_outputs = torch.vstack(LFR_inputs) + return LFR_outputs.type(torch.float32) + + +@tables.register("frontend_classes", "WavFrontend") +class WavFrontend(nn.Module): + """Conventional frontend structure for ASR.""" + + def __init__( + self, + cmvn_file: str = None, + fs: int = 16000, + window: str = "hamming", + n_mels: int = 80, + frame_length: int = 25, + frame_shift: int = 10, + filter_length_min: int = -1, + filter_length_max: int = -1, + lfr_m: int = 1, + lfr_n: int = 1, + dither: float = 1.0, + snip_edges: bool = True, + upsacle_samples: bool = True, + **kwargs, + ): + super().__init__() + self.fs = fs + self.window = window + self.n_mels = n_mels + self.frame_length = frame_length + self.frame_shift = frame_shift + self.filter_length_min = filter_length_min + self.filter_length_max = filter_length_max + self.lfr_m = lfr_m + self.lfr_n = lfr_n + self.cmvn_file = cmvn_file + self.dither = dither + self.snip_edges = snip_edges + self.upsacle_samples = upsacle_samples + self.cmvn = None if self.cmvn_file is None else load_cmvn(self.cmvn_file) + + def output_size(self) -> int: + return self.n_mels * self.lfr_m + + def forward( + self, + input: torch.Tensor, + input_lengths, + **kwargs, + ) -> Tuple[torch.Tensor, torch.Tensor]: + batch_size = input.size(0) + feats = [] + feats_lens = [] + for i in range(batch_size): + waveform_length = input_lengths[i] + waveform = input[i][:waveform_length] + if self.upsacle_samples: + waveform = waveform * (1 << 15) + waveform = waveform.unsqueeze(0) + mat = kaldi.fbank( + waveform, + num_mel_bins=self.n_mels, + frame_length=self.frame_length, + frame_shift=self.frame_shift, + dither=self.dither, + energy_floor=0.0, + window_type=self.window, + sample_frequency=self.fs, + snip_edges=self.snip_edges, + ) + + if self.lfr_m != 1 or self.lfr_n != 1: + mat = apply_lfr(mat, self.lfr_m, self.lfr_n) + if self.cmvn is not None: + mat = apply_cmvn(mat, self.cmvn) + feat_length = mat.size(0) + feats.append(mat) + feats_lens.append(feat_length) + + feats_lens = torch.as_tensor(feats_lens) + if batch_size == 1: + feats_pad = feats[0][None, :, :] + else: + feats_pad = pad_sequence(feats, batch_first=True, padding_value=0.0) + return feats_pad, feats_lens + + def forward_fbank( + self, input: torch.Tensor, input_lengths: torch.Tensor + ) -> Tuple[torch.Tensor, torch.Tensor]: + batch_size = input.size(0) + feats = [] + feats_lens = [] + for i in range(batch_size): + waveform_length = input_lengths[i] + waveform = input[i][:waveform_length] + waveform = waveform * (1 << 15) + waveform = waveform.unsqueeze(0) + mat = kaldi.fbank( + waveform, + num_mel_bins=self.n_mels, + frame_length=self.frame_length, + frame_shift=self.frame_shift, + dither=self.dither, + energy_floor=0.0, + window_type=self.window, + sample_frequency=self.fs, + ) + + feat_length = mat.size(0) + feats.append(mat) + feats_lens.append(feat_length) + + feats_lens = torch.as_tensor(feats_lens) + feats_pad = pad_sequence(feats, batch_first=True, padding_value=0.0) + return feats_pad, feats_lens + + def forward_lfr_cmvn( + self, input: torch.Tensor, input_lengths: torch.Tensor + ) -> Tuple[torch.Tensor, torch.Tensor]: + batch_size = input.size(0) + feats = [] + feats_lens = [] + for i in range(batch_size): + mat = input[i, : input_lengths[i], :] + if self.lfr_m != 1 or self.lfr_n != 1: + mat = apply_lfr(mat, self.lfr_m, self.lfr_n) + if self.cmvn is not None: + mat = apply_cmvn(mat, self.cmvn) + feat_length = mat.size(0) + feats.append(mat) + feats_lens.append(feat_length) + + feats_lens = torch.as_tensor(feats_lens) + feats_pad = pad_sequence(feats, batch_first=True, padding_value=0.0) + return feats_pad, feats_lens + + +@tables.register("frontend_classes", "WavFrontendOnline") +class WavFrontendOnline(nn.Module): + """Conventional frontend structure for streaming ASR/VAD.""" + + def __init__( + self, + cmvn_file: str = None, + fs: int = 16000, + window: str = "hamming", + n_mels: int = 80, + frame_length: int = 25, + frame_shift: int = 10, + filter_length_min: int = -1, + filter_length_max: int = -1, + lfr_m: int = 1, + lfr_n: int = 1, + dither: float = 1.0, + snip_edges: bool = True, + upsacle_samples: bool = True, + **kwargs, + ): + super().__init__() + self.fs = fs + self.window = window + self.n_mels = n_mels + self.frame_length = frame_length + self.frame_shift = frame_shift + self.frame_sample_length = int(self.frame_length * self.fs / 1000) + self.frame_shift_sample_length = int(self.frame_shift * self.fs / 1000) + self.filter_length_min = filter_length_min + self.filter_length_max = filter_length_max + self.lfr_m = lfr_m + self.lfr_n = lfr_n + self.cmvn_file = cmvn_file + self.dither = dither + self.snip_edges = snip_edges + self.upsacle_samples = upsacle_samples + # self.waveforms = None + # self.reserve_waveforms = None + # self.fbanks = None + # self.fbanks_lens = None + self.cmvn = None if self.cmvn_file is None else load_cmvn(self.cmvn_file) + # self.input_cache = None + # self.lfr_splice_cache = [] + + def output_size(self) -> int: + return self.n_mels * self.lfr_m + + @staticmethod + def apply_cmvn(inputs: torch.Tensor, cmvn: torch.Tensor) -> torch.Tensor: + """ + Apply CMVN with mvn data + """ + + device = inputs.device + dtype = inputs.dtype + frame, dim = inputs.shape + + means = np.tile(cmvn[0:1, :dim], (frame, 1)) + vars = np.tile(cmvn[1:2, :dim], (frame, 1)) + inputs += torch.from_numpy(means).type(dtype).to(device) + inputs *= torch.from_numpy(vars).type(dtype).to(device) + + return inputs.type(torch.float32) + + @staticmethod + def apply_lfr( + inputs: torch.Tensor, lfr_m: int, lfr_n: int, is_final: bool = False + ) -> Tuple[torch.Tensor, torch.Tensor, int]: + """ + Apply lfr with data + """ + + LFR_inputs = [] + # inputs = torch.vstack((inputs_lfr_cache, inputs)) + T = inputs.shape[0] # include the right context + T_lfr = int( + np.ceil((T - (lfr_m - 1) // 2) / lfr_n) + ) # minus the right context: (lfr_m - 1) // 2 + splice_idx = T_lfr + for i in range(T_lfr): + if lfr_m <= T - i * lfr_n: + LFR_inputs.append((inputs[i * lfr_n : i * lfr_n + lfr_m]).view(1, -1)) + else: # process last LFR frame + if is_final: + num_padding = lfr_m - (T - i * lfr_n) + frame = (inputs[i * lfr_n :]).view(-1) + for _ in range(num_padding): + frame = torch.hstack((frame, inputs[-1])) + LFR_inputs.append(frame) + else: + # update splice_idx and break the circle + splice_idx = i + break + splice_idx = min(T - 1, splice_idx * lfr_n) + lfr_splice_cache = inputs[splice_idx:, :] + LFR_outputs = torch.vstack(LFR_inputs) + return LFR_outputs.type(torch.float32), lfr_splice_cache, splice_idx + + @staticmethod + def compute_frame_num( + sample_length: int, frame_sample_length: int, frame_shift_sample_length: int + ) -> int: + frame_num = int( + (sample_length - frame_sample_length) / frame_shift_sample_length + 1 + ) + return ( + frame_num if frame_num >= 1 and sample_length >= frame_sample_length else 0 + ) + + def forward_fbank( + self, + input: torch.Tensor, + input_lengths: torch.Tensor, + cache: dict = {}, + **kwargs, + ) -> Tuple[torch.Tensor, torch.Tensor, torch.Tensor]: + batch_size = input.size(0) + assert batch_size == 1 + input = torch.cat((cache["input_cache"], input), dim=1) + frame_num = self.compute_frame_num( + input.shape[-1], self.frame_sample_length, self.frame_shift_sample_length + ) + # update self.in_cache + cache["input_cache"] = input[ + :, -(input.shape[-1] - frame_num * self.frame_shift_sample_length) : + ] + waveforms = torch.empty(0) + feats_pad = torch.empty(0) + feats_lens = torch.empty(0) + if frame_num: + waveforms = [] + feats = [] + feats_lens = [] + for i in range(batch_size): + waveform = input[i].cuda() + # we need accurate wave samples that used for fbank extracting + waveforms.append( + waveform[ + : ( + (frame_num - 1) * self.frame_shift_sample_length + + self.frame_sample_length + ) + ] + ) + waveform = waveform * (1 << 15) + waveform = waveform.unsqueeze(0) + mat = kaldi.fbank( + waveform, + num_mel_bins=self.n_mels, + frame_length=self.frame_length, + frame_shift=self.frame_shift, + dither=self.dither, + energy_floor=0.0, + window_type=self.window, + sample_frequency=self.fs, + ) + + feat_length = mat.size(0) + feats.append(mat) + feats_lens.append(feat_length) + + waveforms = torch.stack(waveforms) + feats_lens = torch.as_tensor(feats_lens) + feats_pad = pad_sequence(feats, batch_first=True, padding_value=0.0) + cache["fbanks"] = feats_pad + cache["fbanks_lens"] = copy.deepcopy(feats_lens) + return waveforms, feats_pad, feats_lens + + def forward_lfr_cmvn( + self, + input: torch.Tensor, + input_lengths: torch.Tensor, + is_final: bool = False, + cache: dict = {}, + **kwargs, + ): + batch_size = input.size(0) + feats = [] + feats_lens = [] + lfr_splice_frame_idxs = [] + for i in range(batch_size): + mat = input[i, : input_lengths[i], :] + if self.lfr_m != 1 or self.lfr_n != 1: + # update self.lfr_splice_cache in self.apply_lfr + # mat, self.lfr_splice_cache[i], lfr_splice_frame_idx = self.apply_lfr(mat, self.lfr_m, self.lfr_n, self.lfr_splice_cache[i], + mat, cache["lfr_splice_cache"][i], lfr_splice_frame_idx = ( + self.apply_lfr(mat, self.lfr_m, self.lfr_n, is_final) + ) + if self.cmvn_file is not None: + mat = self.apply_cmvn(mat, self.cmvn) + feat_length = mat.size(0) + feats.append(mat) + feats_lens.append(feat_length) + lfr_splice_frame_idxs.append(lfr_splice_frame_idx) + feats_lens = torch.as_tensor(feats_lens) + feats_pad = pad_sequence(feats, batch_first=True, padding_value=0.0) + lfr_splice_frame_idxs = torch.as_tensor(lfr_splice_frame_idxs) + return feats_pad, feats_lens, lfr_splice_frame_idxs + + def forward(self, input: torch.Tensor, input_lengths: torch.Tensor, **kwargs): + is_final = kwargs.get("is_final", False) + cache = kwargs.get("cache", {}) + if len(cache) == 0: + self.init_cache(cache) + + batch_size = input.shape[0] + assert ( + batch_size == 1 + ), "we support to extract feature online only when the batch size is equal to 1 now" + + waveforms, feats, feats_lengths = self.forward_fbank( + input, input_lengths, cache=cache + ) # input shape: B T D + + if feats.shape[0]: + + cache["waveforms"] = torch.cat( + (cache["reserve_waveforms"], waveforms.cpu()), dim=1 + ) + + if not cache["lfr_splice_cache"]: # 初始化splice_cache + for i in range(batch_size): + cache["lfr_splice_cache"].append( + feats[i][0, :].unsqueeze(dim=0).repeat((self.lfr_m - 1) // 2, 1) + ) + # need the number of the input frames + self.lfr_splice_cache[0].shape[0] is greater than self.lfr_m + if feats_lengths[0] + cache["lfr_splice_cache"][0].shape[0] >= self.lfr_m: + lfr_splice_cache_tensor = torch.stack( + cache["lfr_splice_cache"] + ) # B T D + feats = torch.cat((lfr_splice_cache_tensor, feats), dim=1) + + feats_lengths += lfr_splice_cache_tensor[0].shape[0] + frame_from_waveforms = int( + (cache["waveforms"].shape[1] - self.frame_sample_length) + / self.frame_shift_sample_length + + 1 + ) + minus_frame = ( + (self.lfr_m - 1) // 2 + if cache["reserve_waveforms"].numel() == 0 + else 0 + ) + feats, feats_lengths, lfr_splice_frame_idxs = self.forward_lfr_cmvn( + feats, feats_lengths, is_final, cache=cache + ) + if self.lfr_m == 1: + cache["reserve_waveforms"] = torch.empty(0) + else: + reserve_frame_idx = lfr_splice_frame_idxs[0] - minus_frame + # print('reserve_frame_idx: ' + str(reserve_frame_idx)) + # print('frame_frame: ' + str(frame_from_waveforms)) + cache["reserve_waveforms"] = cache["waveforms"][ + :, + reserve_frame_idx + * self.frame_shift_sample_length : frame_from_waveforms + * self.frame_shift_sample_length, + ] + sample_length = ( + frame_from_waveforms - 1 + ) * self.frame_shift_sample_length + self.frame_sample_length + cache["waveforms"] = cache["waveforms"][:, :sample_length] + else: + # update self.reserve_waveforms and self.lfr_splice_cache + cache["reserve_waveforms"] = cache["waveforms"][ + :, : -(self.frame_sample_length - self.frame_shift_sample_length) + ] + for i in range(batch_size): + cache["lfr_splice_cache"][i] = torch.cat( + (cache["lfr_splice_cache"][i], feats[i]), dim=0 + ) + return torch.empty(0), feats_lengths + else: + if is_final: + cache["waveforms"] = ( + waveforms + if cache["reserve_waveforms"].numel() == 0 + else cache["reserve_waveforms"] + ) + feats = torch.stack(cache["lfr_splice_cache"]) + feats_lengths = ( + torch.zeros(batch_size, dtype=torch.int) + feats.shape[1] + ) + feats, feats_lengths, _ = self.forward_lfr_cmvn( + feats, feats_lengths, is_final, cache=cache + ) + # if is_final: + # self.init_cache(cache) + return feats, feats_lengths + + def init_cache(self, cache: dict = {}): + cache["reserve_waveforms"] = torch.empty(0) + cache["input_cache"] = torch.empty(0) + cache["lfr_splice_cache"] = [] + cache["waveforms"] = None + cache["fbanks"] = None + cache["fbanks_lens"] = None + return cache + + +class WavFrontendMel23(nn.Module): + """Conventional frontend structure for ASR.""" + + def __init__( + self, + fs: int = 16000, + frame_length: int = 25, + frame_shift: int = 10, + lfr_m: int = 1, + lfr_n: int = 1, + **kwargs, + ): + super().__init__() + self.fs = fs + self.frame_length = frame_length + self.frame_shift = frame_shift + self.lfr_m = lfr_m + self.lfr_n = lfr_n + self.n_mels = 23 + + def output_size(self) -> int: + return self.n_mels * (2 * self.lfr_m + 1) + + def forward( + self, input: torch.Tensor, input_lengths: torch.Tensor + ) -> Tuple[torch.Tensor, torch.Tensor]: + batch_size = input.size(0) + feats = [] + feats_lens = [] + for i in range(batch_size): + waveform_length = input_lengths[i] + waveform = input[i][:waveform_length] + waveform = waveform.numpy() + mat = eend_ola_feature.stft(waveform, self.frame_length, self.frame_shift) + mat = eend_ola_feature.transform(mat) + mat = eend_ola_feature.splice(mat, context_size=self.lfr_m) + mat = mat[:: self.lfr_n] + mat = torch.from_numpy(mat) + feat_length = mat.size(0) + feats.append(mat) + feats_lens.append(feat_length) + + feats_lens = torch.as_tensor(feats_lens) + feats_pad = pad_sequence(feats, batch_first=True, padding_value=0.0) + return feats_pad, feats_lens diff --git a/almeval/models/stepaudio/funasr_detach/frontends/windowing.py b/almeval/models/stepaudio/funasr_detach/frontends/windowing.py new file mode 100644 index 0000000000000000000000000000000000000000..84ec8e200e2cbae7e6c4f50e33e3ba933b03195f --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/frontends/windowing.py @@ -0,0 +1,74 @@ +#!/usr/bin/env python3 +# 2020, Technische Universität München; Ludwig Kürzinger +# Apache 2.0 (http://www.apache.org/licenses/LICENSE-2.0) + +"""Sliding Window for raw audio input data.""" + +import torch +import torch.nn as nn +from typing import Tuple + + +class SlidingWindow(nn.Module): + """Sliding Window. + Provides a sliding window over a batched continuous raw audio tensor. + Optionally, provides padding (Currently not implemented). + Combine this module with a pre-encoder compatible with raw audio data, + for example Sinc convolutions. + Known issues: + Output length is calculated incorrectly if audio shorter than win_length. + WARNING: trailing values are discarded - padding not implemented yet. + There is currently no additional window function applied to input values. + """ + + def __init__( + self, + win_length: int = 400, + hop_length: int = 160, + channels: int = 1, + padding: int = None, + fs=None, + ): + """Initialize. + Args: + win_length: Length of frame. + hop_length: Relative starting point of next frame. + channels: Number of input channels. + padding: Padding (placeholder, currently not implemented). + fs: Sampling rate (placeholder for compatibility, not used). + """ + super().__init__() + self.fs = fs + self.win_length = win_length + self.hop_length = hop_length + self.channels = channels + self.padding = padding + + def forward( + self, input: torch.Tensor, input_lengths: torch.Tensor + ) -> Tuple[torch.Tensor, torch.Tensor]: + """Apply a sliding window on the input. + Args: + input: Input (B, T, C*D) or (B, T*C*D), with D=C=1. + input_lengths: Input lengths within batch. + Returns: + Tensor: Output with dimensions (B, T, C, D), with D=win_length. + Tensor: Output lengths within batch. + """ + input_size = input.size() + B = input_size[0] + T = input_size[1] + C = self.channels + D = self.win_length + # (B, T, C) --> (T, B, C) + continuous = input.view(B, T, C).permute(1, 0, 2) + windowed = continuous.unfold(0, D, self.hop_length) + # (T, B, C, D) --> (B, T, C, D) + output = windowed.permute(1, 0, 2, 3).contiguous() + # After unfold(), windowed lengths change: + output_lengths = (input_lengths - self.win_length) // self.hop_length + 1 + return output, output_lengths + + def output_size(self) -> int: + """Return output length of feature dimension D, i.e. the window length.""" + return self.win_length diff --git a/almeval/models/stepaudio/funasr_detach/metrics/__init__.py b/almeval/models/stepaudio/funasr_detach/metrics/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/almeval/models/stepaudio/funasr_detach/metrics/common.py b/almeval/models/stepaudio/funasr_detach/metrics/common.py new file mode 100644 index 0000000000000000000000000000000000000000..92f90796a3a230b3bfc47ebe8d9292fae37a1b9c --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/metrics/common.py @@ -0,0 +1,249 @@ +#!/usr/bin/env python3 +# encoding: utf-8 + +# Copyright 2017 Johns Hopkins University (Shinji Watanabe) +# Apache 2.0 (http://www.apache.org/licenses/LICENSE-2.0) + +"""Common functions for ASR.""" + +import json +import logging +import sys + +from itertools import groupby +import numpy as np +import six + + +def end_detect(ended_hyps, i, M=3, D_end=np.log(1 * np.exp(-10))): + """End detection. + + described in Eq. (50) of S. Watanabe et al + "Hybrid CTC/Attention Architecture for End-to-End Speech Recognition" + + :param ended_hyps: + :param i: + :param M: + :param D_end: + :return: + """ + if len(ended_hyps) == 0: + return False + count = 0 + best_hyp = sorted(ended_hyps, key=lambda x: x["score"], reverse=True)[0] + for m in six.moves.range(M): + # get ended_hyps with their length is i - m + hyp_length = i - m + hyps_same_length = [x for x in ended_hyps if len(x["yseq"]) == hyp_length] + if len(hyps_same_length) > 0: + best_hyp_same_length = sorted( + hyps_same_length, key=lambda x: x["score"], reverse=True + )[0] + if best_hyp_same_length["score"] - best_hyp["score"] < D_end: + count += 1 + + if count == M: + return True + else: + return False + + +# TODO(takaaki-hori): add different smoothing methods +def label_smoothing_dist(odim, lsm_type, transcript=None, blank=0): + """Obtain label distribution for loss smoothing. + + :param odim: + :param lsm_type: + :param blank: + :param transcript: + :return: + """ + if transcript is not None: + with open(transcript, "rb") as f: + trans_json = json.load(f)["utts"] + + if lsm_type == "unigram": + assert transcript is not None, ( + "transcript is required for %s label smoothing" % lsm_type + ) + labelcount = np.zeros(odim) + for k, v in trans_json.items(): + ids = np.array([int(n) for n in v["output"][0]["tokenid"].split()]) + # to avoid an error when there is no text in an uttrance + if len(ids) > 0: + labelcount[ids] += 1 + labelcount[odim - 1] = len(transcript) # count + labelcount[labelcount == 0] = 1 # flooring + labelcount[blank] = 0 # remove counts for blank + labeldist = labelcount.astype(np.float32) / np.sum(labelcount) + else: + logging.error("Error: unexpected label smoothing type: %s" % lsm_type) + sys.exit() + + return labeldist + + +def get_vgg2l_odim(idim, in_channel=3, out_channel=128): + """Return the output size of the VGG frontend. + + :param in_channel: input channel size + :param out_channel: output channel size + :return: output size + :rtype int + """ + idim = idim / in_channel + idim = np.ceil(np.array(idim, dtype=np.float32) / 2) # 1st max pooling + idim = np.ceil(np.array(idim, dtype=np.float32) / 2) # 2nd max pooling + return int(idim) * out_channel # numer of channels + + +class ErrorCalculator(object): + """Calculate CER and WER for E2E_ASR and CTC models during training. + + :param y_hats: numpy array with predicted text + :param y_pads: numpy array with true (target) text + :param char_list: + :param sym_space: + :param sym_blank: + :return: + """ + + def __init__( + self, char_list, sym_space, sym_blank, report_cer=False, report_wer=False + ): + """Construct an ErrorCalculator object.""" + super(ErrorCalculator, self).__init__() + + self.report_cer = report_cer + self.report_wer = report_wer + + self.char_list = char_list + self.space = sym_space + self.blank = sym_blank + self.idx_blank = self.char_list.index(self.blank) + if self.space in self.char_list: + self.idx_space = self.char_list.index(self.space) + else: + self.idx_space = None + + def __call__(self, ys_hat, ys_pad, is_ctc=False): + """Calculate sentence-level WER/CER score. + + :param torch.Tensor ys_hat: prediction (batch, seqlen) + :param torch.Tensor ys_pad: reference (batch, seqlen) + :param bool is_ctc: calculate CER score for CTC + :return: sentence-level WER score + :rtype float + :return: sentence-level CER score + :rtype float + """ + cer, wer = None, None + if is_ctc: + return self.calculate_cer_ctc(ys_hat, ys_pad) + elif not self.report_cer and not self.report_wer: + return cer, wer + + seqs_hat, seqs_true = self.convert_to_char(ys_hat, ys_pad) + if self.report_cer: + cer = self.calculate_cer(seqs_hat, seqs_true) + + if self.report_wer: + wer = self.calculate_wer(seqs_hat, seqs_true) + return cer, wer + + def calculate_cer_ctc(self, ys_hat, ys_pad): + """Calculate sentence-level CER score for CTC. + + :param torch.Tensor ys_hat: prediction (batch, seqlen) + :param torch.Tensor ys_pad: reference (batch, seqlen) + :return: average sentence-level CER score + :rtype float + """ + import editdistance + + cers, char_ref_lens = [], [] + for i, y in enumerate(ys_hat): + y_hat = [x[0] for x in groupby(y)] + y_true = ys_pad[i] + seq_hat, seq_true = [], [] + for idx in y_hat: + idx = int(idx) + if idx != -1 and idx != self.idx_blank and idx != self.idx_space: + seq_hat.append(self.char_list[int(idx)]) + + for idx in y_true: + idx = int(idx) + if idx != -1 and idx != self.idx_blank and idx != self.idx_space: + seq_true.append(self.char_list[int(idx)]) + + hyp_chars = "".join(seq_hat) + ref_chars = "".join(seq_true) + if len(ref_chars) > 0: + cers.append(editdistance.eval(hyp_chars, ref_chars)) + char_ref_lens.append(len(ref_chars)) + + cer_ctc = float(sum(cers)) / sum(char_ref_lens) if cers else None + return cer_ctc + + def convert_to_char(self, ys_hat, ys_pad): + """Convert index to character. + + :param torch.Tensor seqs_hat: prediction (batch, seqlen) + :param torch.Tensor seqs_true: reference (batch, seqlen) + :return: token list of prediction + :rtype list + :return: token list of reference + :rtype list + """ + seqs_hat, seqs_true = [], [] + for i, y_hat in enumerate(ys_hat): + y_true = ys_pad[i] + eos_true = np.where(y_true == -1)[0] + ymax = eos_true[0] if len(eos_true) > 0 else len(y_true) + # NOTE: padding index (-1) in y_true is used to pad y_hat + seq_hat = [self.char_list[int(idx)] for idx in y_hat[:ymax]] + seq_true = [self.char_list[int(idx)] for idx in y_true if int(idx) != -1] + seq_hat_text = "".join(seq_hat).replace(self.space, " ") + seq_hat_text = seq_hat_text.replace(self.blank, "") + seq_true_text = "".join(seq_true).replace(self.space, " ") + seqs_hat.append(seq_hat_text) + seqs_true.append(seq_true_text) + return seqs_hat, seqs_true + + def calculate_cer(self, seqs_hat, seqs_true): + """Calculate sentence-level CER score. + + :param list seqs_hat: prediction + :param list seqs_true: reference + :return: average sentence-level CER score + :rtype float + """ + import editdistance + + char_eds, char_ref_lens = [], [] + for i, seq_hat_text in enumerate(seqs_hat): + seq_true_text = seqs_true[i] + hyp_chars = seq_hat_text.replace(" ", "") + ref_chars = seq_true_text.replace(" ", "") + char_eds.append(editdistance.eval(hyp_chars, ref_chars)) + char_ref_lens.append(len(ref_chars)) + return float(sum(char_eds)) / sum(char_ref_lens) + + def calculate_wer(self, seqs_hat, seqs_true): + """Calculate sentence-level WER score. + + :param list seqs_hat: prediction + :param list seqs_true: reference + :return: average sentence-level WER score + :rtype float + """ + import editdistance + + word_eds, word_ref_lens = [], [] + for i, seq_hat_text in enumerate(seqs_hat): + seq_true_text = seqs_true[i] + hyp_words = seq_hat_text.split() + ref_words = seq_true_text.split() + word_eds.append(editdistance.eval(hyp_words, ref_words)) + word_ref_lens.append(len(ref_words)) + return float(sum(word_eds)) / sum(word_ref_lens) diff --git a/almeval/models/stepaudio/funasr_detach/metrics/compute_acc.py b/almeval/models/stepaudio/funasr_detach/metrics/compute_acc.py new file mode 100644 index 0000000000000000000000000000000000000000..25c3591203d1358e9d56eadf19d6cce23d8739c0 --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/metrics/compute_acc.py @@ -0,0 +1,24 @@ +import torch + + +def th_accuracy(pad_outputs, pad_targets, ignore_label): + """Calculate accuracy. + + Args: + pad_outputs (Tensor): Prediction tensors (B * Lmax, D). + pad_targets (LongTensor): Target label tensors (B, Lmax, D). + ignore_label (int): Ignore label id. + + Returns: + float: Accuracy value (0.0 - 1.0). + + """ + pad_pred = pad_outputs.view( + pad_targets.size(0), pad_targets.size(1), pad_outputs.size(1) + ).argmax(2) + mask = pad_targets != ignore_label + numerator = torch.sum( + pad_pred.masked_select(mask) == pad_targets.masked_select(mask) + ) + denominator = torch.sum(mask) + return float(numerator) / float(denominator) diff --git a/almeval/models/stepaudio/funasr_detach/metrics/compute_eer.py b/almeval/models/stepaudio/funasr_detach/metrics/compute_eer.py new file mode 100644 index 0000000000000000000000000000000000000000..5180b16694f629c532e13c94912f7e056dd8f0bf --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/metrics/compute_eer.py @@ -0,0 +1,59 @@ +import numpy as np +from sklearn.metrics import roc_curve +import argparse + + +def _compute_eer(label, pred, positive_label=1): + """ + Python compute equal error rate (eer) + ONLY tested on binary classification + + :param label: ground-truth label, should be a 1-d list or np.array, each element represents the ground-truth label of one sample + :param pred: model prediction, should be a 1-d list or np.array, each element represents the model prediction of one sample + :param positive_label: the class that is viewed as positive class when computing EER + :return: equal error rate (EER) + """ + + # all fpr, tpr, fnr, fnr, threshold are lists (in the format of np.array) + fpr, tpr, threshold = roc_curve(label, pred, pos_label=positive_label) + fnr = 1 - tpr + + # the threshold of fnr == fpr + eer_threshold = threshold[np.nanargmin(np.absolute((fnr - fpr)))] + + # theoretically eer from fpr and eer from fnr should be identical but they can be slightly differ in reality + eer_1 = fpr[np.nanargmin(np.absolute((fnr - fpr)))] + eer_2 = fnr[np.nanargmin(np.absolute((fnr - fpr)))] + + # return the mean of eer from fpr and from fnr + eer = (eer_1 + eer_2) / 2 + return eer, eer_threshold + + +def compute_eer(trials_path, scores_path): + labels = [] + for one_line in open(trials_path, "r"): + labels.append(one_line.strip().rsplit(" ", 1)[-1] == "target") + labels = np.array(labels, dtype=int) + + scores = [] + for one_line in open(scores_path, "r"): + scores.append(float(one_line.strip().rsplit(" ", 1)[-1])) + scores = np.array(scores, dtype=float) + + eer, threshold = _compute_eer(labels, scores) + return eer, threshold + + +def main(): + parser = argparse.ArgumentParser() + parser.add_argument("trials", help="trial list") + parser.add_argument("scores", help="score file, normalized to [0, 1]") + args = parser.parse_args() + + eer, threshold = compute_eer(args.trials, args.scores) + print("EER is {:.4f} at threshold {:.4f}".format(eer * 100.0, threshold)) + + +if __name__ == "__main__": + main() diff --git a/almeval/models/stepaudio/funasr_detach/metrics/compute_min_dcf.py b/almeval/models/stepaudio/funasr_detach/metrics/compute_min_dcf.py new file mode 100644 index 0000000000000000000000000000000000000000..a3da8d40a12f6b2a5fd7933083262769a218d6fe --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/metrics/compute_min_dcf.py @@ -0,0 +1,186 @@ +#!/usr/bin/env python3 +# Copyright 2018 David Snyder +# Apache 2.0 + +# This script computes the minimum detection cost function, which is a common +# error metric used in speaker recognition. Compared to equal error-rate, +# which assigns equal weight to false negatives and false positives, this +# error-rate is usually used to assess performance in settings where achieving +# a low false positive rate is more important than achieving a low false +# negative rate. See the NIST 2016 Speaker Recognition Evaluation Plan at +# https://www.nist.gov/sites/default/files/documents/2016/10/07/sre16_eval_plan_v1.3.pdf +# for more details about the metric. +from __future__ import print_function +from operator import itemgetter +import sys, argparse, os + + +def GetArgs(): + parser = argparse.ArgumentParser( + description="Compute the minimum " + "detection cost function along with the threshold at which it occurs. " + "Usage: sid/compute_min_dcf.py [options...] " + " " + "E.g., sid/compute_min_dcf.py --p-target 0.01 --c-miss 1 --c-fa 1 " + "exp/scores/trials data/test/trials", + formatter_class=argparse.ArgumentDefaultsHelpFormatter, + ) + parser.add_argument( + "--p-target", + type=float, + dest="p_target", + default=0.01, + help="The prior probability of the target speaker in a trial.", + ) + parser.add_argument( + "--c-miss", + type=float, + dest="c_miss", + default=1, + help="Cost of a missed detection. This is usually not changed.", + ) + parser.add_argument( + "--c-fa", + type=float, + dest="c_fa", + default=1, + help="Cost of a spurious detection. This is usually not changed.", + ) + parser.add_argument( + "scores_filename", + help="Input scores file, with columns of the form " " ", + ) + parser.add_argument( + "trials_filename", + help="Input trials file, with columns of the form " + " ", + ) + sys.stderr.write(" ".join(sys.argv) + "\n") + args = parser.parse_args() + args = CheckArgs(args) + return args + + +def CheckArgs(args): + if args.c_fa <= 0: + raise Exception("--c-fa must be greater than 0") + if args.c_miss <= 0: + raise Exception("--c-miss must be greater than 0") + if args.p_target <= 0 or args.p_target >= 1: + raise Exception("--p-target must be greater than 0 and less than 1") + return args + + +# Creates a list of false-negative rates, a list of false-positive rates +# and a list of decision thresholds that give those error-rates. +def ComputeErrorRates(scores, labels): + + # Sort the scores from smallest to largest, and also get the corresponding + # indexes of the sorted scores. We will treat the sorted scores as the + # thresholds at which the the error-rates are evaluated. + sorted_indexes, thresholds = zip( + *sorted( + [(index, threshold) for index, threshold in enumerate(scores)], + key=itemgetter(1), + ) + ) + labels = [labels[i] for i in sorted_indexes] + fns = [] + tns = [] + + # At the end of this loop, fns[i] is the number of errors made by + # incorrectly rejecting scores less than thresholds[i]. And, tns[i] + # is the total number of times that we have correctly rejected scores + # less than thresholds[i]. + for i in range(0, len(labels)): + if i == 0: + fns.append(labels[i]) + tns.append(1 - labels[i]) + else: + fns.append(fns[i - 1] + labels[i]) + tns.append(tns[i - 1] + 1 - labels[i]) + positives = sum(labels) + negatives = len(labels) - positives + + # Now divide the false negatives by the total number of + # positives to obtain the false negative rates across + # all thresholds + fnrs = [fn / float(positives) for fn in fns] + + # Divide the true negatives by the total number of + # negatives to get the true negative rate. Subtract these + # quantities from 1 to get the false positive rates. + fprs = [1 - tn / float(negatives) for tn in tns] + return fnrs, fprs, thresholds + + +# Computes the minimum of the detection cost function. The comments refer to +# equations in Section 3 of the NIST 2016 Speaker Recognition Evaluation Plan. +def ComputeMinDcf(fnrs, fprs, thresholds, p_target, c_miss, c_fa): + min_c_det = float("inf") + min_c_det_threshold = thresholds[0] + for i in range(0, len(fnrs)): + # See Equation (2). it is a weighted sum of false negative + # and false positive errors. + c_det = c_miss * fnrs[i] * p_target + c_fa * fprs[i] * (1 - p_target) + if c_det < min_c_det: + min_c_det = c_det + min_c_det_threshold = thresholds[i] + # See Equations (3) and (4). Now we normalize the cost. + c_def = min(c_miss * p_target, c_fa * (1 - p_target)) + min_dcf = min_c_det / c_def + return min_dcf, min_c_det_threshold + + +def compute_min_dcf(scores_filename, trials_filename, c_miss=1, c_fa=1, p_target=0.01): + scores_file = open(scores_filename, "r").readlines() + trials_file = open(trials_filename, "r").readlines() + c_miss = c_miss + c_fa = c_fa + p_target = p_target + + scores = [] + labels = [] + + trials = {} + for line in trials_file: + utt1, utt2, target = line.rstrip().split() + trial = utt1 + " " + utt2 + trials[trial] = target + + for line in scores_file: + utt1, utt2, score = line.rstrip().split() + trial = utt1 + " " + utt2 + if trial in trials: + scores.append(float(score)) + if trials[trial] == "target": + labels.append(1) + else: + labels.append(0) + else: + raise Exception( + "Missing entry for " + utt1 + " and " + utt2 + " " + scores_filename + ) + + fnrs, fprs, thresholds = ComputeErrorRates(scores, labels) + mindcf, threshold = ComputeMinDcf(fnrs, fprs, thresholds, p_target, c_miss, c_fa) + return mindcf, threshold + + +def main(): + args = GetArgs() + mindcf, threshold = compute_min_dcf( + args.scores_filename, + args.trials_filename, + args.c_miss, + args.c_fa, + args.p_target, + ) + sys.stdout.write( + "minDCF is {0:.4f} at threshold {1:.4f} (p-target={2}, c-miss={3}, " + "c-fa={4})\n".format(mindcf, threshold, args.p_target, args.c_miss, args.c_fa) + ) + + +if __name__ == "__main__": + main() diff --git a/almeval/models/stepaudio/funasr_detach/metrics/compute_wer.py b/almeval/models/stepaudio/funasr_detach/metrics/compute_wer.py new file mode 100644 index 0000000000000000000000000000000000000000..9f86be25faa54bde1e5da12483fbe00fc3ff8827 --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/metrics/compute_wer.py @@ -0,0 +1,203 @@ +import os +import numpy as np +import sys + + +def compute_wer(ref_file, hyp_file, cer_detail_file): + rst = { + "Wrd": 0, + "Corr": 0, + "Ins": 0, + "Del": 0, + "Sub": 0, + "Snt": 0, + "Err": 0.0, + "S.Err": 0.0, + "wrong_words": 0, + "wrong_sentences": 0, + } + + hyp_dict = {} + ref_dict = {} + with open(hyp_file, "r") as hyp_reader: + for line in hyp_reader: + key = line.strip().split()[0] + value = line.strip().split()[1:] + hyp_dict[key] = value + with open(ref_file, "r") as ref_reader: + for line in ref_reader: + key = line.strip().split()[0] + value = line.strip().split()[1:] + ref_dict[key] = value + + cer_detail_writer = open(cer_detail_file, "w") + for hyp_key in hyp_dict: + if hyp_key in ref_dict: + out_item = compute_wer_by_line(hyp_dict[hyp_key], ref_dict[hyp_key]) + rst["Wrd"] += out_item["nwords"] + rst["Corr"] += out_item["cor"] + rst["wrong_words"] += out_item["wrong"] + rst["Ins"] += out_item["ins"] + rst["Del"] += out_item["del"] + rst["Sub"] += out_item["sub"] + rst["Snt"] += 1 + if out_item["wrong"] > 0: + rst["wrong_sentences"] += 1 + cer_detail_writer.write(hyp_key + print_cer_detail(out_item) + "\n") + cer_detail_writer.write( + "ref:" + + "\t" + + " ".join(list(map(lambda x: x.lower(), ref_dict[hyp_key]))) + + "\n" + ) + cer_detail_writer.write( + "hyp:" + + "\t" + + " ".join(list(map(lambda x: x.lower(), hyp_dict[hyp_key]))) + + "\n" + ) + + if rst["Wrd"] > 0: + rst["Err"] = round(rst["wrong_words"] * 100 / rst["Wrd"], 2) + if rst["Snt"] > 0: + rst["S.Err"] = round(rst["wrong_sentences"] * 100 / rst["Snt"], 2) + + cer_detail_writer.write("\n") + cer_detail_writer.write( + "%WER " + + str(rst["Err"]) + + " [ " + + str(rst["wrong_words"]) + + " / " + + str(rst["Wrd"]) + + ", " + + str(rst["Ins"]) + + " ins, " + + str(rst["Del"]) + + " del, " + + str(rst["Sub"]) + + " sub ]" + + "\n" + ) + cer_detail_writer.write( + "%SER " + + str(rst["S.Err"]) + + " [ " + + str(rst["wrong_sentences"]) + + " / " + + str(rst["Snt"]) + + " ]" + + "\n" + ) + cer_detail_writer.write( + "Scored " + + str(len(hyp_dict)) + + " sentences, " + + str(len(hyp_dict) - rst["Snt"]) + + " not present in hyp." + + "\n" + ) + + +def compute_wer_by_line(hyp, ref): + hyp = list(map(lambda x: x.lower(), hyp)) + ref = list(map(lambda x: x.lower(), ref)) + + len_hyp = len(hyp) + len_ref = len(ref) + + cost_matrix = np.zeros((len_hyp + 1, len_ref + 1), dtype=np.int16) + + ops_matrix = np.zeros((len_hyp + 1, len_ref + 1), dtype=np.int8) + + for i in range(len_hyp + 1): + cost_matrix[i][0] = i + for j in range(len_ref + 1): + cost_matrix[0][j] = j + + for i in range(1, len_hyp + 1): + for j in range(1, len_ref + 1): + if hyp[i - 1] == ref[j - 1]: + cost_matrix[i][j] = cost_matrix[i - 1][j - 1] + else: + substitution = cost_matrix[i - 1][j - 1] + 1 + insertion = cost_matrix[i - 1][j] + 1 + deletion = cost_matrix[i][j - 1] + 1 + + compare_val = [substitution, insertion, deletion] + + min_val = min(compare_val) + operation_idx = compare_val.index(min_val) + 1 + cost_matrix[i][j] = min_val + ops_matrix[i][j] = operation_idx + + match_idx = [] + i = len_hyp + j = len_ref + rst = {"nwords": len_ref, "cor": 0, "wrong": 0, "ins": 0, "del": 0, "sub": 0} + while i >= 0 or j >= 0: + i_idx = max(0, i) + j_idx = max(0, j) + + if ops_matrix[i_idx][j_idx] == 0: # correct + if i - 1 >= 0 and j - 1 >= 0: + match_idx.append((j - 1, i - 1)) + rst["cor"] += 1 + + i -= 1 + j -= 1 + + elif ops_matrix[i_idx][j_idx] == 2: # insert + i -= 1 + rst["ins"] += 1 + + elif ops_matrix[i_idx][j_idx] == 3: # delete + j -= 1 + rst["del"] += 1 + + elif ops_matrix[i_idx][j_idx] == 1: # substitute + i -= 1 + j -= 1 + rst["sub"] += 1 + + if i < 0 and j >= 0: + rst["del"] += 1 + elif j < 0 and i >= 0: + rst["ins"] += 1 + + match_idx.reverse() + wrong_cnt = cost_matrix[len_hyp][len_ref] + rst["wrong"] = wrong_cnt + + return rst + + +def print_cer_detail(rst): + return ( + "(" + + "nwords=" + + str(rst["nwords"]) + + ",cor=" + + str(rst["cor"]) + + ",ins=" + + str(rst["ins"]) + + ",del=" + + str(rst["del"]) + + ",sub=" + + str(rst["sub"]) + + ") corr:" + + "{:.2%}".format(rst["cor"] / rst["nwords"]) + + ",cer:" + + "{:.2%}".format(rst["wrong"] / rst["nwords"]) + ) + + +if __name__ == "__main__": + if len(sys.argv) != 4: + print("usage : python compute-wer.py test.ref test.hyp test.wer") + sys.exit(0) + + ref_file = sys.argv[1] + hyp_file = sys.argv[2] + cer_detail_file = sys.argv[3] + compute_wer(ref_file, hyp_file, cer_detail_file) diff --git a/almeval/models/stepaudio/funasr_detach/models/__init__.py b/almeval/models/stepaudio/funasr_detach/models/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/almeval/models/stepaudio/funasr_detach/models/bat/__init__.py b/almeval/models/stepaudio/funasr_detach/models/bat/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/almeval/models/stepaudio/funasr_detach/models/bat/model.py b/almeval/models/stepaudio/funasr_detach/models/bat/model.py new file mode 100644 index 0000000000000000000000000000000000000000..2755fc2fccb4d0ed00f8e50976185a76f22084cb --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/models/bat/model.py @@ -0,0 +1,37 @@ +#!/usr/bin/env python3 +# -*- encoding: utf-8 -*- +# Copyright FunASR (https://github.com/alibaba-damo-academy/FunASR). All Rights Reserved. +# MIT License (https://opensource.org/licenses/MIT) + +import time +import torch +import logging +from contextlib import contextmanager +from typing import Dict, Optional, Tuple +from distutils.version import LooseVersion + +from funasr_detach.register import tables +from funasr_detach.utils import postprocess_utils +from funasr_detach.utils.datadir_writer import DatadirWriter +from funasr_detach.models.transducer.model import Transducer +from funasr_detach.train_utils.device_funcs import force_gatherable +from funasr_detach.models.transformer.scorers.ctc import CTCPrefixScorer +from funasr_detach.losses.label_smoothing_loss import LabelSmoothingLoss +from funasr_detach.models.transformer.scorers.length_bonus import LengthBonus +from funasr_detach.models.transformer.utils.nets_utils import get_transducer_task_io +from funasr_detach.utils.load_utils import load_audio_text_image_video, extract_fbank +from funasr_detach.models.transducer.beam_search_transducer import BeamSearchTransducer + + +if LooseVersion(torch.__version__) >= LooseVersion("1.6.0"): + from torch.cuda.amp import autocast +else: + # Nothing to do if torch<1.6.0 + @contextmanager + def autocast(enabled=True): + yield + + +@tables.register("model_classes", "BAT") # TODO: BAT training +class BAT(Transducer): + pass diff --git a/almeval/models/stepaudio/funasr_detach/models/bicif_paraformer/__init__.py b/almeval/models/stepaudio/funasr_detach/models/bicif_paraformer/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/almeval/models/stepaudio/funasr_detach/models/bicif_paraformer/cif_predictor.py b/almeval/models/stepaudio/funasr_detach/models/bicif_paraformer/cif_predictor.py new file mode 100644 index 0000000000000000000000000000000000000000..3b0a229769e27c9002c34766c663bdcbb36c8f69 --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/models/bicif_paraformer/cif_predictor.py @@ -0,0 +1,417 @@ +#!/usr/bin/env python3 +# -*- encoding: utf-8 -*- +# Copyright FunASR (https://github.com/alibaba-damo-academy/FunASR). All Rights Reserved. +# MIT License (https://opensource.org/licenses/MIT) + +import torch + +from funasr_detach.register import tables +from funasr_detach.models.transformer.utils.nets_utils import make_pad_mask + + +class mae_loss(torch.nn.Module): + + def __init__(self, normalize_length=False): + super(mae_loss, self).__init__() + self.normalize_length = normalize_length + self.criterion = torch.nn.L1Loss(reduction="sum") + + def forward(self, token_length, pre_token_length): + loss_token_normalizer = token_length.size(0) + if self.normalize_length: + loss_token_normalizer = token_length.sum().type(torch.float32) + loss = self.criterion(token_length, pre_token_length) + loss = loss / loss_token_normalizer + return loss + + +def cif(hidden, alphas, threshold): + batch_size, len_time, hidden_size = hidden.size() + + # loop varss + integrate = torch.zeros([batch_size], device=hidden.device) + frame = torch.zeros([batch_size, hidden_size], device=hidden.device) + # intermediate vars along time + list_fires = [] + list_frames = [] + + for t in range(len_time): + alpha = alphas[:, t] + distribution_completion = ( + torch.ones([batch_size], device=hidden.device) - integrate + ) + + integrate += alpha + list_fires.append(integrate) + + fire_place = integrate >= threshold + integrate = torch.where( + fire_place, + integrate - torch.ones([batch_size], device=hidden.device), + integrate, + ) + cur = torch.where(fire_place, distribution_completion, alpha) + remainds = alpha - cur + + frame += cur[:, None] * hidden[:, t, :] + list_frames.append(frame) + frame = torch.where( + fire_place[:, None].repeat(1, hidden_size), + remainds[:, None] * hidden[:, t, :], + frame, + ) + + fires = torch.stack(list_fires, 1) + frames = torch.stack(list_frames, 1) + list_ls = [] + len_labels = torch.round(alphas.sum(-1)).int() + max_label_len = len_labels.max() + for b in range(batch_size): + fire = fires[b, :] + l = torch.index_select( + frames[b, :, :], 0, torch.nonzero(fire >= threshold).squeeze() + ) + pad_l = torch.zeros( + [max_label_len - l.size(0), hidden_size], device=hidden.device + ) + list_ls.append(torch.cat([l, pad_l], 0)) + return torch.stack(list_ls, 0), fires + + +def cif_wo_hidden(alphas, threshold): + batch_size, len_time = alphas.size() + + # loop varss + integrate = torch.zeros([batch_size], device=alphas.device) + # intermediate vars along time + list_fires = [] + + for t in range(len_time): + alpha = alphas[:, t] + + integrate += alpha + list_fires.append(integrate) + + fire_place = integrate >= threshold + integrate = torch.where( + fire_place, + integrate - torch.ones([batch_size], device=alphas.device) * threshold, + integrate, + ) + + fires = torch.stack(list_fires, 1) + return fires + + +@tables.register("predictor_classes", "CifPredictorV3") +class CifPredictorV3(torch.nn.Module): + def __init__( + self, + idim, + l_order, + r_order, + threshold=1.0, + dropout=0.1, + smooth_factor=1.0, + noise_threshold=0, + tail_threshold=0.0, + tf2torch_tensor_name_prefix_torch="predictor", + tf2torch_tensor_name_prefix_tf="seq2seq/cif", + smooth_factor2=1.0, + noise_threshold2=0, + upsample_times=5, + upsample_type="cnn", + use_cif1_cnn=True, + tail_mask=True, + ): + super(CifPredictorV3, self).__init__() + + self.pad = torch.nn.ConstantPad1d((l_order, r_order), 0) + self.cif_conv1d = torch.nn.Conv1d(idim, idim, l_order + r_order + 1) + self.cif_output = torch.nn.Linear(idim, 1) + self.dropout = torch.nn.Dropout(p=dropout) + self.threshold = threshold + self.smooth_factor = smooth_factor + self.noise_threshold = noise_threshold + self.tail_threshold = tail_threshold + self.tf2torch_tensor_name_prefix_torch = tf2torch_tensor_name_prefix_torch + self.tf2torch_tensor_name_prefix_tf = tf2torch_tensor_name_prefix_tf + + self.upsample_times = upsample_times + self.upsample_type = upsample_type + self.use_cif1_cnn = use_cif1_cnn + if self.upsample_type == "cnn": + self.upsample_cnn = torch.nn.ConvTranspose1d( + idim, idim, self.upsample_times, self.upsample_times + ) + self.cif_output2 = torch.nn.Linear(idim, 1) + elif self.upsample_type == "cnn_blstm": + self.upsample_cnn = torch.nn.ConvTranspose1d( + idim, idim, self.upsample_times, self.upsample_times + ) + self.blstm = torch.nn.LSTM( + idim, + idim, + 1, + bias=True, + batch_first=True, + dropout=0.0, + bidirectional=True, + ) + self.cif_output2 = torch.nn.Linear(idim * 2, 1) + elif self.upsample_type == "cnn_attn": + self.upsample_cnn = torch.nn.ConvTranspose1d( + idim, idim, self.upsample_times, self.upsample_times + ) + from funasr_detach.models.transformer.encoder import ( + EncoderLayer as TransformerEncoderLayer, + ) + from funasr_detach.models.transformer.attention import MultiHeadedAttention + from funasr_detach.models.transformer.positionwise_feed_forward import ( + PositionwiseFeedForward, + ) + + positionwise_layer_args = ( + idim, + idim * 2, + 0.1, + ) + self.self_attn = TransformerEncoderLayer( + idim, + MultiHeadedAttention(4, idim, 0.1), + PositionwiseFeedForward(*positionwise_layer_args), + 0.1, + True, # normalize_before, + False, # concat_after, + ) + self.cif_output2 = torch.nn.Linear(idim, 1) + self.smooth_factor2 = smooth_factor2 + self.noise_threshold2 = noise_threshold2 + + def forward( + self, + hidden, + target_label=None, + mask=None, + ignore_id=-1, + mask_chunk_predictor=None, + target_label_length=None, + ): + h = hidden + context = h.transpose(1, 2) + queries = self.pad(context) + output = torch.relu(self.cif_conv1d(queries)) + + # alphas2 is an extra head for timestamp prediction + if not self.use_cif1_cnn: + _output = context + else: + _output = output + if self.upsample_type == "cnn": + output2 = self.upsample_cnn(_output) + output2 = output2.transpose(1, 2) + elif self.upsample_type == "cnn_blstm": + output2 = self.upsample_cnn(_output) + output2 = output2.transpose(1, 2) + output2, (_, _) = self.blstm(output2) + elif self.upsample_type == "cnn_attn": + output2 = self.upsample_cnn(_output) + output2 = output2.transpose(1, 2) + output2, _ = self.self_attn(output2, mask) + # import pdb; pdb.set_trace() + alphas2 = torch.sigmoid(self.cif_output2(output2)) + alphas2 = torch.nn.functional.relu( + alphas2 * self.smooth_factor2 - self.noise_threshold2 + ) + # repeat the mask in T demension to match the upsampled length + if mask is not None: + mask2 = ( + mask.repeat(1, self.upsample_times, 1) + .transpose(-1, -2) + .reshape(alphas2.shape[0], -1) + ) + mask2 = mask2.unsqueeze(-1) + alphas2 = alphas2 * mask2 + alphas2 = alphas2.squeeze(-1) + token_num2 = alphas2.sum(-1) + + output = output.transpose(1, 2) + + output = self.cif_output(output) + alphas = torch.sigmoid(output) + alphas = torch.nn.functional.relu( + alphas * self.smooth_factor - self.noise_threshold + ) + if mask is not None: + mask = mask.transpose(-1, -2).float() + alphas = alphas * mask + if mask_chunk_predictor is not None: + alphas = alphas * mask_chunk_predictor + alphas = alphas.squeeze(-1) + mask = mask.squeeze(-1) + if target_label_length is not None: + target_length = target_label_length + elif target_label is not None: + target_length = (target_label != ignore_id).float().sum(-1) + else: + target_length = None + token_num = alphas.sum(-1) + + if target_length is not None: + alphas *= (target_length / token_num)[:, None].repeat(1, alphas.size(1)) + elif self.tail_threshold > 0.0: + hidden, alphas, token_num = self.tail_process_fn( + hidden, alphas, token_num, mask=mask + ) + + acoustic_embeds, cif_peak = cif(hidden, alphas, self.threshold) + if target_length is None and self.tail_threshold > 0.0: + token_num_int = torch.max(token_num).type(torch.int32).item() + acoustic_embeds = acoustic_embeds[:, :token_num_int, :] + return acoustic_embeds, token_num, alphas, cif_peak, token_num2 + + def get_upsample_timestamp(self, hidden, mask=None, token_num=None): + h = hidden + b = hidden.shape[0] + context = h.transpose(1, 2) + queries = self.pad(context) + output = torch.relu(self.cif_conv1d(queries)) + + # alphas2 is an extra head for timestamp prediction + if not self.use_cif1_cnn: + _output = context + else: + _output = output + if self.upsample_type == "cnn": + output2 = self.upsample_cnn(_output) + output2 = output2.transpose(1, 2) + elif self.upsample_type == "cnn_blstm": + output2 = self.upsample_cnn(_output) + output2 = output2.transpose(1, 2) + output2, (_, _) = self.blstm(output2) + elif self.upsample_type == "cnn_attn": + output2 = self.upsample_cnn(_output) + output2 = output2.transpose(1, 2) + output2, _ = self.self_attn(output2, mask) + alphas2 = torch.sigmoid(self.cif_output2(output2)) + alphas2 = torch.nn.functional.relu( + alphas2 * self.smooth_factor2 - self.noise_threshold2 + ) + # repeat the mask in T demension to match the upsampled length + if mask is not None: + mask2 = ( + mask.repeat(1, self.upsample_times, 1) + .transpose(-1, -2) + .reshape(alphas2.shape[0], -1) + ) + mask2 = mask2.unsqueeze(-1) + alphas2 = alphas2 * mask2 + alphas2 = alphas2.squeeze(-1) + _token_num = alphas2.sum(-1) + if token_num is not None: + alphas2 *= (token_num / _token_num)[:, None].repeat(1, alphas2.size(1)) + # re-downsample + ds_alphas = alphas2.reshape(b, -1, self.upsample_times).sum(-1) + ds_cif_peak = cif_wo_hidden(ds_alphas, self.threshold - 1e-4) + # upsampled alphas and cif_peak + us_alphas = alphas2 + us_cif_peak = cif_wo_hidden(us_alphas, self.threshold - 1e-4) + return ds_alphas, ds_cif_peak, us_alphas, us_cif_peak + + def tail_process_fn(self, hidden, alphas, token_num=None, mask=None): + b, t, d = hidden.size() + tail_threshold = self.tail_threshold + if mask is not None: + zeros_t = torch.zeros((b, 1), dtype=torch.float32, device=alphas.device) + ones_t = torch.ones_like(zeros_t) + mask_1 = torch.cat([mask, zeros_t], dim=1) + mask_2 = torch.cat([ones_t, mask], dim=1) + mask = mask_2 - mask_1 + tail_threshold = mask * tail_threshold + alphas = torch.cat([alphas, zeros_t], dim=1) + alphas = torch.add(alphas, tail_threshold) + else: + tail_threshold = torch.tensor([tail_threshold], dtype=alphas.dtype).to( + alphas.device + ) + tail_threshold = torch.reshape(tail_threshold, (1, 1)) + alphas = torch.cat([alphas, tail_threshold], dim=1) + zeros = torch.zeros((b, 1, d), dtype=hidden.dtype).to(hidden.device) + hidden = torch.cat([hidden, zeros], dim=1) + token_num = alphas.sum(dim=-1) + token_num_floor = torch.floor(token_num) + + return hidden, alphas, token_num_floor + + def gen_frame_alignments( + self, alphas: torch.Tensor = None, encoder_sequence_length: torch.Tensor = None + ): + batch_size, maximum_length = alphas.size() + int_type = torch.int32 + + is_training = self.training + if is_training: + token_num = torch.round(torch.sum(alphas, dim=1)).type(int_type) + else: + token_num = torch.floor(torch.sum(alphas, dim=1)).type(int_type) + + max_token_num = torch.max(token_num).item() + + alphas_cumsum = torch.cumsum(alphas, dim=1) + alphas_cumsum = torch.floor(alphas_cumsum).type(int_type) + alphas_cumsum = alphas_cumsum[:, None, :].repeat(1, max_token_num, 1) + + index = torch.ones([batch_size, max_token_num], dtype=int_type) + index = torch.cumsum(index, dim=1) + index = index[:, :, None].repeat(1, 1, maximum_length).to(alphas_cumsum.device) + + index_div = torch.floor(torch.true_divide(alphas_cumsum, index)).type(int_type) + index_div_bool_zeros = index_div.eq(0) + index_div_bool_zeros_count = torch.sum(index_div_bool_zeros, dim=-1) + 1 + index_div_bool_zeros_count = torch.clamp( + index_div_bool_zeros_count, 0, encoder_sequence_length.max() + ) + token_num_mask = (~make_pad_mask(token_num, maxlen=max_token_num)).to( + token_num.device + ) + index_div_bool_zeros_count *= token_num_mask + + index_div_bool_zeros_count_tile = index_div_bool_zeros_count[:, :, None].repeat( + 1, 1, maximum_length + ) + ones = torch.ones_like(index_div_bool_zeros_count_tile) + zeros = torch.zeros_like(index_div_bool_zeros_count_tile) + ones = torch.cumsum(ones, dim=2) + cond = index_div_bool_zeros_count_tile == ones + index_div_bool_zeros_count_tile = torch.where(cond, zeros, ones) + + index_div_bool_zeros_count_tile_bool = index_div_bool_zeros_count_tile.type( + torch.bool + ) + index_div_bool_zeros_count_tile = 1 - index_div_bool_zeros_count_tile_bool.type( + int_type + ) + index_div_bool_zeros_count_tile_out = torch.sum( + index_div_bool_zeros_count_tile, dim=1 + ) + index_div_bool_zeros_count_tile_out = index_div_bool_zeros_count_tile_out.type( + int_type + ) + predictor_mask = ( + ( + ~make_pad_mask( + encoder_sequence_length, maxlen=encoder_sequence_length.max() + ) + ) + .type(int_type) + .to(encoder_sequence_length.device) + ) + index_div_bool_zeros_count_tile_out = ( + index_div_bool_zeros_count_tile_out * predictor_mask + ) + + predictor_alignments = index_div_bool_zeros_count_tile_out + predictor_alignments_length = predictor_alignments.sum(-1).type( + encoder_sequence_length.dtype + ) + return predictor_alignments.detach(), predictor_alignments_length.detach() diff --git a/almeval/models/stepaudio/funasr_detach/models/bicif_paraformer/model.py b/almeval/models/stepaudio/funasr_detach/models/bicif_paraformer/model.py new file mode 100644 index 0000000000000000000000000000000000000000..cbf078c2896ac16c13fd402f0573ee09f22ab351 --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/models/bicif_paraformer/model.py @@ -0,0 +1,395 @@ +#!/usr/bin/env python3 +# -*- encoding: utf-8 -*- +# Copyright FunASR (https://github.com/alibaba-damo-academy/FunASR). All Rights Reserved. +# MIT License (https://opensource.org/licenses/MIT) + +import copy +import time +import torch +import logging +from contextlib import contextmanager +from distutils.version import LooseVersion +from typing import Dict, List, Optional, Tuple + +from funasr_detach.register import tables +from funasr_detach.models.ctc.ctc import CTC +from funasr_detach.utils import postprocess_utils +from funasr_detach.metrics.compute_acc import th_accuracy +from funasr_detach.utils.datadir_writer import DatadirWriter +from funasr_detach.models.paraformer.model import Paraformer +from funasr_detach.models.paraformer.search import Hypothesis +from funasr_detach.train_utils.device_funcs import force_gatherable +from funasr_detach.models.transformer.utils.add_sos_eos import add_sos_eos +from funasr_detach.utils.timestamp_tools import ts_prediction_lfr6_standard +from funasr_detach.models.transformer.utils.nets_utils import make_pad_mask, pad_list +from funasr_detach.utils.load_utils import load_audio_text_image_video, extract_fbank + + +if LooseVersion(torch.__version__) >= LooseVersion("1.6.0"): + from torch.cuda.amp import autocast +else: + # Nothing to do if torch<1.6.0 + @contextmanager + def autocast(enabled=True): + yield + + +@tables.register("model_classes", "BiCifParaformer") +class BiCifParaformer(Paraformer): + """ + Author: Speech Lab of DAMO Academy, Alibaba Group + Paper1: FunASR: A Fundamental End-to-End Speech Recognition Toolkit + https://arxiv.org/abs/2305.11013 + Paper2: Achieving timestamp prediction while recognizing with non-autoregressive end-to-end ASR model + https://arxiv.org/abs/2301.12343 + """ + + def __init__( + self, + *args, + **kwargs, + ): + super().__init__(*args, **kwargs) + + def _calc_pre2_loss( + self, + encoder_out: torch.Tensor, + encoder_out_lens: torch.Tensor, + ys_pad: torch.Tensor, + ys_pad_lens: torch.Tensor, + ): + encoder_out_mask = ( + ~make_pad_mask(encoder_out_lens, maxlen=encoder_out.size(1))[:, None, :] + ).to(encoder_out.device) + if self.predictor_bias == 1: + _, ys_pad = add_sos_eos(ys_pad, self.sos, self.eos, self.ignore_id) + ys_pad_lens = ys_pad_lens + self.predictor_bias + _, _, _, _, pre_token_length2 = self.predictor( + encoder_out, ys_pad, encoder_out_mask, ignore_id=self.ignore_id + ) + + # loss_pre = self.criterion_pre(ys_pad_lens.type_as(pre_token_length), pre_token_length) + loss_pre2 = self.criterion_pre( + ys_pad_lens.type_as(pre_token_length2), pre_token_length2 + ) + + return loss_pre2 + + def _calc_att_loss( + self, + encoder_out: torch.Tensor, + encoder_out_lens: torch.Tensor, + ys_pad: torch.Tensor, + ys_pad_lens: torch.Tensor, + ): + encoder_out_mask = ( + ~make_pad_mask(encoder_out_lens, maxlen=encoder_out.size(1))[:, None, :] + ).to(encoder_out.device) + if self.predictor_bias == 1: + _, ys_pad = add_sos_eos(ys_pad, self.sos, self.eos, self.ignore_id) + ys_pad_lens = ys_pad_lens + self.predictor_bias + pre_acoustic_embeds, pre_token_length, _, pre_peak_index, _ = self.predictor( + encoder_out, ys_pad, encoder_out_mask, ignore_id=self.ignore_id + ) + + # 0. sampler + decoder_out_1st = None + if self.sampling_ratio > 0.0: + sematic_embeds, decoder_out_1st = self.sampler( + encoder_out, encoder_out_lens, ys_pad, ys_pad_lens, pre_acoustic_embeds + ) + else: + sematic_embeds = pre_acoustic_embeds + + # 1. Forward decoder + decoder_outs = self.decoder( + encoder_out, encoder_out_lens, sematic_embeds, ys_pad_lens + ) + decoder_out, _ = decoder_outs[0], decoder_outs[1] + + if decoder_out_1st is None: + decoder_out_1st = decoder_out + # 2. Compute attention loss + loss_att = self.criterion_att(decoder_out, ys_pad) + acc_att = th_accuracy( + decoder_out_1st.view(-1, self.vocab_size), + ys_pad, + ignore_label=self.ignore_id, + ) + loss_pre = self.criterion_pre( + ys_pad_lens.type_as(pre_token_length), pre_token_length + ) + + # Compute cer/wer using attention-decoder + if self.training or self.error_calculator is None: + cer_att, wer_att = None, None + else: + ys_hat = decoder_out_1st.argmax(dim=-1) + cer_att, wer_att = self.error_calculator(ys_hat.cpu(), ys_pad.cpu()) + + return loss_att, acc_att, cer_att, wer_att, loss_pre + + def calc_predictor(self, encoder_out, encoder_out_lens): + encoder_out_mask = ( + ~make_pad_mask(encoder_out_lens, maxlen=encoder_out.size(1))[:, None, :] + ).to(encoder_out.device) + ( + pre_acoustic_embeds, + pre_token_length, + alphas, + pre_peak_index, + pre_token_length2, + ) = self.predictor( + encoder_out, None, encoder_out_mask, ignore_id=self.ignore_id + ) + return pre_acoustic_embeds, pre_token_length, alphas, pre_peak_index + + def calc_predictor_timestamp(self, encoder_out, encoder_out_lens, token_num): + encoder_out_mask = ( + ~make_pad_mask(encoder_out_lens, maxlen=encoder_out.size(1))[:, None, :] + ).to(encoder_out.device) + ds_alphas, ds_cif_peak, us_alphas, us_peaks = ( + self.predictor.get_upsample_timestamp( + encoder_out, encoder_out_mask, token_num + ) + ) + return ds_alphas, ds_cif_peak, us_alphas, us_peaks + + def forward( + self, + speech: torch.Tensor, + speech_lengths: torch.Tensor, + text: torch.Tensor, + text_lengths: torch.Tensor, + **kwargs, + ) -> Tuple[torch.Tensor, Dict[str, torch.Tensor], torch.Tensor]: + """Frontend + Encoder + Decoder + Calc loss + Args: + speech: (Batch, Length, ...) + speech_lengths: (Batch, ) + text: (Batch, Length) + text_lengths: (Batch,) + """ + if len(text_lengths.size()) > 1: + text_lengths = text_lengths[:, 0] + if len(speech_lengths.size()) > 1: + speech_lengths = speech_lengths[:, 0] + + batch_size = speech.shape[0] + + # Encoder + encoder_out, encoder_out_lens = self.encode(speech, speech_lengths) + + loss_ctc, cer_ctc = None, None + loss_pre = None + stats = dict() + + # decoder: CTC branch + if self.ctc_weight != 0.0: + loss_ctc, cer_ctc = self._calc_ctc_loss( + encoder_out, encoder_out_lens, text, text_lengths + ) + + # Collect CTC branch stats + stats["loss_ctc"] = loss_ctc.detach() if loss_ctc is not None else None + stats["cer_ctc"] = cer_ctc + + # decoder: Attention decoder branch + loss_att, acc_att, cer_att, wer_att, loss_pre = self._calc_att_loss( + encoder_out, encoder_out_lens, text, text_lengths + ) + + loss_pre2 = self._calc_pre2_loss( + encoder_out, encoder_out_lens, text, text_lengths + ) + + # 3. CTC-Att loss definition + if self.ctc_weight == 0.0: + loss = ( + loss_att + + loss_pre * self.predictor_weight + + loss_pre2 * self.predictor_weight * 0.5 + ) + else: + loss = ( + self.ctc_weight * loss_ctc + + (1 - self.ctc_weight) * loss_att + + loss_pre * self.predictor_weight + + loss_pre2 * self.predictor_weight * 0.5 + ) + + # Collect Attn branch stats + stats["loss_att"] = loss_att.detach() if loss_att is not None else None + stats["acc"] = acc_att + stats["cer"] = cer_att + stats["wer"] = wer_att + stats["loss_pre"] = loss_pre.detach().cpu() if loss_pre is not None else None + stats["loss_pre2"] = loss_pre2.detach().cpu() + + stats["loss"] = torch.clone(loss.detach()) + + # force_gatherable: to-device and to-tensor if scalar for DataParallel + if self.length_normalized_loss: + batch_size = int((text_lengths + self.predictor_bias).sum()) + + loss, stats, weight = force_gatherable((loss, stats, batch_size), loss.device) + return loss, stats, weight + + def inference( + self, + data_in, + data_lengths=None, + key: list = None, + tokenizer=None, + frontend=None, + **kwargs, + ): + + # init beamsearch + is_use_ctc = ( + kwargs.get("decoding_ctc_weight", 0.0) > 0.00001 and self.ctc != None + ) + is_use_lm = ( + kwargs.get("lm_weight", 0.0) > 0.00001 + and kwargs.get("lm_file", None) is not None + ) + if self.beam_search is None and (is_use_lm or is_use_ctc): + logging.info("enable beam_search") + self.init_beam_search(**kwargs) + self.nbest = kwargs.get("nbest", 1) + + meta_data = {} + # if isinstance(data_in, torch.Tensor): # fbank + # speech, speech_lengths = data_in, data_lengths + # if len(speech.shape) < 3: + # speech = speech[None, :, :] + # if speech_lengths is None: + # speech_lengths = speech.shape[1] + # else: + # extract fbank feats + time1 = time.perf_counter() + audio_sample_list = load_audio_text_image_video( + data_in, fs=frontend.fs, audio_fs=kwargs.get("fs", 16000) + ) + time2 = time.perf_counter() + meta_data["load_data"] = f"{time2 - time1:0.3f}" + speech, speech_lengths = extract_fbank( + audio_sample_list, + data_type=kwargs.get("data_type", "sound"), + frontend=frontend, + ) + time3 = time.perf_counter() + meta_data["extract_feat"] = f"{time3 - time2:0.3f}" + meta_data["batch_data_time"] = ( + speech_lengths.sum().item() * frontend.frame_shift * frontend.lfr_n / 1000 + ) + + speech = speech.to(device=kwargs["device"]) + speech_lengths = speech_lengths.to(device=kwargs["device"]) + + # Encoder + encoder_out, encoder_out_lens = self.encode(speech, speech_lengths) + if isinstance(encoder_out, tuple): + encoder_out = encoder_out[0] + + # predictor + predictor_outs = self.calc_predictor(encoder_out, encoder_out_lens) + pre_acoustic_embeds, pre_token_length, alphas, pre_peak_index = ( + predictor_outs[0], + predictor_outs[1], + predictor_outs[2], + predictor_outs[3], + ) + pre_token_length = pre_token_length.round().long() + if torch.max(pre_token_length) < 1: + return [] + decoder_outs = self.cal_decoder_with_predictor( + encoder_out, encoder_out_lens, pre_acoustic_embeds, pre_token_length + ) + decoder_out, ys_pad_lens = decoder_outs[0], decoder_outs[1] + + # BiCifParaformer, test no bias cif2 + _, _, us_alphas, us_peaks = self.calc_predictor_timestamp( + encoder_out, encoder_out_lens, pre_token_length + ) + + results = [] + b, n, d = decoder_out.size() + for i in range(b): + x = encoder_out[i, : encoder_out_lens[i], :] + am_scores = decoder_out[i, : pre_token_length[i], :] + if self.beam_search is not None: + nbest_hyps = self.beam_search( + x=x, + am_scores=am_scores, + maxlenratio=kwargs.get("maxlenratio", 0.0), + minlenratio=kwargs.get("minlenratio", 0.0), + ) + + nbest_hyps = nbest_hyps[: self.nbest] + else: + + yseq = am_scores.argmax(dim=-1) + score = am_scores.max(dim=-1)[0] + score = torch.sum(score, dim=-1) + # pad with mask tokens to ensure compatibility with sos/eos tokens + yseq = torch.tensor( + [self.sos] + yseq.tolist() + [self.eos], device=yseq.device + ) + nbest_hyps = [Hypothesis(yseq=yseq, score=score)] + for nbest_idx, hyp in enumerate(nbest_hyps): + ibest_writer = None + if kwargs.get("output_dir") is not None: + if not hasattr(self, "writer"): + self.writer = DatadirWriter(kwargs.get("output_dir")) + ibest_writer = self.writer[f"{nbest_idx+1}best_recog"] + + # remove sos/eos and get results + last_pos = -1 + if isinstance(hyp.yseq, list): + token_int = hyp.yseq[1:last_pos] + else: + token_int = hyp.yseq[1:last_pos].tolist() + + # remove blank symbol id, which is assumed to be 0 + token_int = list( + filter( + lambda x: x != self.eos + and x != self.sos + and x != self.blank_id, + token_int, + ) + ) + + if tokenizer is not None: + # Change integer-ids to tokens + token = tokenizer.ids2tokens(token_int) + text = tokenizer.tokens2text(token) + + _, timestamp = ts_prediction_lfr6_standard( + us_alphas[i][: encoder_out_lens[i] * 3], + us_peaks[i][: encoder_out_lens[i] * 3], + copy.copy(token), + vad_offset=kwargs.get("begin_time", 0), + ) + + text_postprocessed, time_stamp_postprocessed, word_lists = ( + postprocess_utils.sentence_postprocess(token, timestamp) + ) + + result_i = { + "key": key[i], + "text": text_postprocessed, + "timestamp": time_stamp_postprocessed, + } + + if ibest_writer is not None: + ibest_writer["token"][key[i]] = " ".join(token) + # ibest_writer["text"][key[i]] = text + ibest_writer["timestamp"][key[i]] = time_stamp_postprocessed + ibest_writer["text"][key[i]] = text_postprocessed + else: + result_i = {"key": key[i], "token_int": token_int} + results.append(result_i) + + return results, meta_data diff --git a/almeval/models/stepaudio/funasr_detach/models/bicif_paraformer/template.yaml b/almeval/models/stepaudio/funasr_detach/models/bicif_paraformer/template.yaml new file mode 100644 index 0000000000000000000000000000000000000000..d2b0e0a48472ae4ea2c3cfb27f2acd5ffcbb0b29 --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/models/bicif_paraformer/template.yaml @@ -0,0 +1,134 @@ +# This is an example that demonstrates how to configure a model file. +# You can modify the configuration according to your own requirements. + +# to print the register_table: +# from funasr.register import tables +# tables.print() + +# network architecture +#model: funasr.models.paraformer.model:Paraformer +model: BiCifParaformer +model_conf: + ctc_weight: 0.0 + lsm_weight: 0.1 + length_normalized_loss: true + predictor_weight: 1.0 + predictor_bias: 1 + sampling_ratio: 0.75 + +# encoder +encoder: SANMEncoder +encoder_conf: + output_size: 512 + attention_heads: 4 + linear_units: 2048 + num_blocks: 50 + dropout_rate: 0.1 + positional_dropout_rate: 0.1 + attention_dropout_rate: 0.1 + input_layer: pe + pos_enc_class: SinusoidalPositionEncoder + normalize_before: true + kernel_size: 11 + sanm_shfit: 0 + selfattention_layer_type: sanm + +# decoder +decoder: ParaformerSANMDecoder +decoder_conf: + attention_heads: 4 + linear_units: 2048 + num_blocks: 16 + dropout_rate: 0.1 + positional_dropout_rate: 0.1 + self_attention_dropout_rate: 0.1 + src_attention_dropout_rate: 0.1 + att_layer_num: 16 + kernel_size: 11 + sanm_shfit: 0 + +predictor: CifPredictorV3 +predictor_conf: + idim: 512 + threshold: 1.0 + l_order: 1 + r_order: 1 + tail_threshold: 0.45 + smooth_factor2: 0.25 + noise_threshold2: 0.01 + upsample_times: 3 + use_cif1_cnn: false + upsample_type: cnn_blstm + +# frontend related +frontend: WavFrontend +frontend_conf: + fs: 16000 + window: hamming + n_mels: 80 + frame_length: 25 + frame_shift: 10 + lfr_m: 7 + lfr_n: 6 + +specaug: SpecAugLFR +specaug_conf: + apply_time_warp: false + time_warp_window: 5 + time_warp_mode: bicubic + apply_freq_mask: true + freq_mask_width_range: + - 0 + - 30 + lfr_rate: 6 + num_freq_mask: 1 + apply_time_mask: true + time_mask_width_range: + - 0 + - 12 + num_time_mask: 1 + +train_conf: + accum_grad: 1 + grad_clip: 5 + max_epoch: 150 + val_scheduler_criterion: + - valid + - acc + best_model_criterion: + - - valid + - acc + - max + keep_nbest_models: 10 + log_interval: 50 + +optim: adam +optim_conf: + lr: 0.0005 +scheduler: warmuplr +scheduler_conf: + warmup_steps: 30000 + +dataset: AudioDataset +dataset_conf: + index_ds: IndexDSJsonl + batch_sampler: DynamicBatchLocalShuffleSampler + batch_type: example # example or length + batch_size: 1 # if batch_type is example, batch_size is the numbers of samples; if length, batch_size is source_token_len+target_token_len; + max_token_length: 2048 # filter samples if source_token_len+target_token_len > max_token_length, + buffer_size: 500 + shuffle: True + num_workers: 0 + +tokenizer: CharTokenizer +tokenizer_conf: + unk_symbol: + split_with_space: true + + +ctc_conf: + dropout_rate: 0.0 + ctc_type: builtin + reduce: true + ignore_nan_grad: true +normalize: null diff --git a/almeval/models/stepaudio/funasr_detach/models/campplus/__init__.py b/almeval/models/stepaudio/funasr_detach/models/campplus/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/almeval/models/stepaudio/funasr_detach/models/campplus/cluster_backend.py b/almeval/models/stepaudio/funasr_detach/models/campplus/cluster_backend.py new file mode 100644 index 0000000000000000000000000000000000000000..2506126a04aa1028022b93df961459a2050fe2dc --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/models/campplus/cluster_backend.py @@ -0,0 +1,200 @@ +#!/usr/bin/env python3 +# -*- encoding: utf-8 -*- +# Copyright FunASR (https://github.com/alibaba-damo-academy/FunASR). All Rights Reserved. +# MIT License (https://opensource.org/licenses/MIT) +# Modified from 3D-Speaker (https://github.com/alibaba-damo-academy/3D-Speaker) + +import scipy +import torch +import sklearn +import hdbscan +import numpy as np + +from sklearn.cluster._kmeans import k_means + + +class SpectralCluster: + r"""A spectral clustering mehtod using unnormalized Laplacian of affinity matrix. + This implementation is adapted from https://github.com/speechbrain/speechbrain. + """ + + def __init__(self, min_num_spks=1, max_num_spks=15, pval=0.022): + self.min_num_spks = min_num_spks + self.max_num_spks = max_num_spks + self.pval = pval + + def __call__(self, X, oracle_num=None): + # Similarity matrix computation + sim_mat = self.get_sim_mat(X) + + # Refining similarity matrix with pval + prunned_sim_mat = self.p_pruning(sim_mat) + + # Symmetrization + sym_prund_sim_mat = 0.5 * (prunned_sim_mat + prunned_sim_mat.T) + + # Laplacian calculation + laplacian = self.get_laplacian(sym_prund_sim_mat) + + # Get Spectral Embeddings + emb, num_of_spk = self.get_spec_embs(laplacian, oracle_num) + + # Perform clustering + labels = self.cluster_embs(emb, num_of_spk) + + return labels + + def get_sim_mat(self, X): + # Cosine similarities + M = sklearn.metrics.pairwise.cosine_similarity(X, X) + return M + + def p_pruning(self, A): + if A.shape[0] * self.pval < 6: + pval = 6.0 / A.shape[0] + else: + pval = self.pval + + n_elems = int((1 - pval) * A.shape[0]) + + # For each row in a affinity matrix + for i in range(A.shape[0]): + low_indexes = np.argsort(A[i, :]) + low_indexes = low_indexes[0:n_elems] + + # Replace smaller similarity values by 0s + A[i, low_indexes] = 0 + return A + + def get_laplacian(self, M): + M[np.diag_indices(M.shape[0])] = 0 + D = np.sum(np.abs(M), axis=1) + D = np.diag(D) + L = D - M + return L + + def get_spec_embs(self, L, k_oracle=None): + lambdas, eig_vecs = scipy.linalg.eigh(L) + + if k_oracle is not None: + num_of_spk = k_oracle + else: + lambda_gap_list = self.getEigenGaps( + lambdas[self.min_num_spks - 1 : self.max_num_spks + 1] + ) + num_of_spk = np.argmax(lambda_gap_list) + self.min_num_spks + + emb = eig_vecs[:, :num_of_spk] + return emb, num_of_spk + + def cluster_embs(self, emb, k): + _, labels, _ = k_means(emb, k) + return labels + + def getEigenGaps(self, eig_vals): + eig_vals_gap_list = [] + for i in range(len(eig_vals) - 1): + gap = float(eig_vals[i + 1]) - float(eig_vals[i]) + eig_vals_gap_list.append(gap) + return eig_vals_gap_list + + +class UmapHdbscan: + r""" + Reference: + - Siqi Zheng, Hongbin Suo. Reformulating Speaker Diarization as Community Detection With + Emphasis On Topological Structure. ICASSP2022 + """ + + def __init__( + self, + n_neighbors=20, + n_components=60, + min_samples=10, + min_cluster_size=10, + metric="cosine", + ): + self.n_neighbors = n_neighbors + self.n_components = n_components + self.min_samples = min_samples + self.min_cluster_size = min_cluster_size + self.metric = metric + + def __call__(self, X): + import umap.umap_ as umap + + umap_X = umap.UMAP( + n_neighbors=self.n_neighbors, + min_dist=0.0, + n_components=min(self.n_components, X.shape[0] - 2), + metric=self.metric, + ).fit_transform(X) + labels = hdbscan.HDBSCAN( + min_samples=self.min_samples, + min_cluster_size=self.min_cluster_size, + allow_single_cluster=True, + ).fit_predict(umap_X) + return labels + + +class ClusterBackend(torch.nn.Module): + r"""Perfom clustering for input embeddings and output the labels. + Args: + model_dir: A model dir. + model_config: The model config. + """ + + def __init__(self): + super().__init__() + self.model_config = {"merge_thr": 0.78} + # self.other_config = kwargs + + self.spectral_cluster = SpectralCluster() + self.umap_hdbscan_cluster = UmapHdbscan() + + def forward(self, X, **params): + # clustering and return the labels + k = params["oracle_num"] if "oracle_num" in params else None + assert ( + len(X.shape) == 2 + ), "modelscope error: the shape of input should be [N, C]" + if X.shape[0] < 20: + return np.zeros(X.shape[0], dtype="int") + if X.shape[0] < 2048 or k is not None: + # unexpected corner case + labels = self.spectral_cluster(X, k) + else: + labels = self.umap_hdbscan_cluster(X) + + if k is None and "merge_thr" in self.model_config: + labels = self.merge_by_cos(labels, X, self.model_config["merge_thr"]) + + return labels + + def merge_by_cos(self, labels, embs, cos_thr): + # merge the similar speakers by cosine similarity + assert cos_thr > 0 and cos_thr <= 1 + while True: + spk_num = labels.max() + 1 + if spk_num == 1: + break + spk_center = [] + for i in range(spk_num): + spk_emb = embs[labels == i].mean(0) + spk_center.append(spk_emb) + assert len(spk_center) > 0 + spk_center = np.stack(spk_center, axis=0) + norm_spk_center = spk_center / np.linalg.norm( + spk_center, axis=1, keepdims=True + ) + affinity = np.matmul(norm_spk_center, norm_spk_center.T) + affinity = np.triu(affinity, 1) + spks = np.unravel_index(np.argmax(affinity), affinity.shape) + if affinity[spks] < cos_thr: + break + for i in range(len(labels)): + if labels[i] == spks[1]: + labels[i] = spks[0] + elif labels[i] > spks[1]: + labels[i] -= 1 + return labels diff --git a/almeval/models/stepaudio/funasr_detach/models/campplus/components.py b/almeval/models/stepaudio/funasr_detach/models/campplus/components.py new file mode 100644 index 0000000000000000000000000000000000000000..1f0daa13ff558db1e543b1b50669acf1977a443c --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/models/campplus/components.py @@ -0,0 +1,310 @@ +#!/usr/bin/env python3 +# -*- encoding: utf-8 -*- +# Copyright FunASR (https://github.com/alibaba-damo-academy/FunASR). All Rights Reserved. +# MIT License (https://opensource.org/licenses/MIT) +# Modified from 3D-Speaker (https://github.com/alibaba-damo-academy/3D-Speaker) + +import torch +import torch.nn.functional as F +import torch.utils.checkpoint as cp + + +class BasicResBlock(torch.nn.Module): + expansion = 1 + + def __init__(self, in_planes, planes, stride=1): + super(BasicResBlock, self).__init__() + self.conv1 = torch.nn.Conv2d( + in_planes, planes, kernel_size=3, stride=(stride, 1), padding=1, bias=False + ) + self.bn1 = torch.nn.BatchNorm2d(planes) + self.conv2 = torch.nn.Conv2d( + planes, planes, kernel_size=3, stride=1, padding=1, bias=False + ) + self.bn2 = torch.nn.BatchNorm2d(planes) + + self.shortcut = torch.nn.Sequential() + if stride != 1 or in_planes != self.expansion * planes: + self.shortcut = torch.nn.Sequential( + torch.nn.Conv2d( + in_planes, + self.expansion * planes, + kernel_size=1, + stride=(stride, 1), + bias=False, + ), + torch.nn.BatchNorm2d(self.expansion * planes), + ) + + def forward(self, x): + out = F.relu(self.bn1(self.conv1(x))) + out = self.bn2(self.conv2(out)) + out += self.shortcut(x) + out = F.relu(out) + return out + + +class FCM(torch.nn.Module): + def __init__( + self, block=BasicResBlock, num_blocks=[2, 2], m_channels=32, feat_dim=80 + ): + super(FCM, self).__init__() + self.in_planes = m_channels + self.conv1 = torch.nn.Conv2d( + 1, m_channels, kernel_size=3, stride=1, padding=1, bias=False + ) + self.bn1 = torch.nn.BatchNorm2d(m_channels) + + self.layer1 = self._make_layer(block, m_channels, num_blocks[0], stride=2) + self.layer2 = self._make_layer(block, m_channels, num_blocks[0], stride=2) + + self.conv2 = torch.nn.Conv2d( + m_channels, m_channels, kernel_size=3, stride=(2, 1), padding=1, bias=False + ) + self.bn2 = torch.nn.BatchNorm2d(m_channels) + self.out_channels = m_channels * (feat_dim // 8) + + def _make_layer(self, block, planes, num_blocks, stride): + strides = [stride] + [1] * (num_blocks - 1) + layers = [] + for stride in strides: + layers.append(block(self.in_planes, planes, stride)) + self.in_planes = planes * block.expansion + return torch.nn.Sequential(*layers) + + def forward(self, x): + x = x.unsqueeze(1) + out = F.relu(self.bn1(self.conv1(x))) + out = self.layer1(out) + out = self.layer2(out) + out = F.relu(self.bn2(self.conv2(out))) + + shape = out.shape + out = out.reshape(shape[0], shape[1] * shape[2], shape[3]) + return out + + +def get_nonlinear(config_str, channels): + nonlinear = torch.nn.Sequential() + for name in config_str.split("-"): + if name == "relu": + nonlinear.add_module("relu", torch.nn.ReLU(inplace=True)) + elif name == "prelu": + nonlinear.add_module("prelu", torch.nn.PReLU(channels)) + elif name == "batchnorm": + nonlinear.add_module("batchnorm", torch.nn.BatchNorm1d(channels)) + elif name == "batchnorm_": + nonlinear.add_module( + "batchnorm", torch.nn.BatchNorm1d(channels, affine=False) + ) + else: + raise ValueError("Unexpected module ({}).".format(name)) + return nonlinear + + +def statistics_pooling(x, dim=-1, keepdim=False, unbiased=True, eps=1e-2): + mean = x.mean(dim=dim) + std = x.std(dim=dim, unbiased=unbiased) + stats = torch.cat([mean, std], dim=-1) + if keepdim: + stats = stats.unsqueeze(dim=dim) + return stats + + +class StatsPool(torch.nn.Module): + def forward(self, x): + return statistics_pooling(x) + + +class TDNNLayer(torch.nn.Module): + def __init__( + self, + in_channels, + out_channels, + kernel_size, + stride=1, + padding=0, + dilation=1, + bias=False, + config_str="batchnorm-relu", + ): + super(TDNNLayer, self).__init__() + if padding < 0: + assert ( + kernel_size % 2 == 1 + ), "Expect equal paddings, but got even kernel size ({})".format( + kernel_size + ) + padding = (kernel_size - 1) // 2 * dilation + self.linear = torch.nn.Conv1d( + in_channels, + out_channels, + kernel_size, + stride=stride, + padding=padding, + dilation=dilation, + bias=bias, + ) + self.nonlinear = get_nonlinear(config_str, out_channels) + + def forward(self, x): + x = self.linear(x) + x = self.nonlinear(x) + return x + + +class CAMLayer(torch.nn.Module): + def __init__( + self, + bn_channels, + out_channels, + kernel_size, + stride, + padding, + dilation, + bias, + reduction=2, + ): + super(CAMLayer, self).__init__() + self.linear_local = torch.nn.Conv1d( + bn_channels, + out_channels, + kernel_size, + stride=stride, + padding=padding, + dilation=dilation, + bias=bias, + ) + self.linear1 = torch.nn.Conv1d(bn_channels, bn_channels // reduction, 1) + self.relu = torch.nn.ReLU(inplace=True) + self.linear2 = torch.nn.Conv1d(bn_channels // reduction, out_channels, 1) + self.sigmoid = torch.nn.Sigmoid() + + def forward(self, x): + y = self.linear_local(x) + context = x.mean(-1, keepdim=True) + self.seg_pooling(x) + context = self.relu(self.linear1(context)) + m = self.sigmoid(self.linear2(context)) + return y * m + + def seg_pooling(self, x, seg_len=100, stype="avg"): + if stype == "avg": + seg = F.avg_pool1d(x, kernel_size=seg_len, stride=seg_len, ceil_mode=True) + elif stype == "max": + seg = F.max_pool1d(x, kernel_size=seg_len, stride=seg_len, ceil_mode=True) + else: + raise ValueError("Wrong segment pooling type.") + shape = seg.shape + seg = seg.unsqueeze(-1).expand(*shape, seg_len).reshape(*shape[:-1], -1) + seg = seg[..., : x.shape[-1]] + return seg + + +class CAMDenseTDNNLayer(torch.nn.Module): + def __init__( + self, + in_channels, + out_channels, + bn_channels, + kernel_size, + stride=1, + dilation=1, + bias=False, + config_str="batchnorm-relu", + memory_efficient=False, + ): + super(CAMDenseTDNNLayer, self).__init__() + assert ( + kernel_size % 2 == 1 + ), "Expect equal paddings, but got even kernel size ({})".format(kernel_size) + padding = (kernel_size - 1) // 2 * dilation + self.memory_efficient = memory_efficient + self.nonlinear1 = get_nonlinear(config_str, in_channels) + self.linear1 = torch.nn.Conv1d(in_channels, bn_channels, 1, bias=False) + self.nonlinear2 = get_nonlinear(config_str, bn_channels) + self.cam_layer = CAMLayer( + bn_channels, + out_channels, + kernel_size, + stride=stride, + padding=padding, + dilation=dilation, + bias=bias, + ) + + def bn_function(self, x): + return self.linear1(self.nonlinear1(x)) + + def forward(self, x): + if self.training and self.memory_efficient: + x = cp.checkpoint(self.bn_function, x) + else: + x = self.bn_function(x) + x = self.cam_layer(self.nonlinear2(x)) + return x + + +class CAMDenseTDNNBlock(torch.nn.ModuleList): + def __init__( + self, + num_layers, + in_channels, + out_channels, + bn_channels, + kernel_size, + stride=1, + dilation=1, + bias=False, + config_str="batchnorm-relu", + memory_efficient=False, + ): + super(CAMDenseTDNNBlock, self).__init__() + for i in range(num_layers): + layer = CAMDenseTDNNLayer( + in_channels=in_channels + i * out_channels, + out_channels=out_channels, + bn_channels=bn_channels, + kernel_size=kernel_size, + stride=stride, + dilation=dilation, + bias=bias, + config_str=config_str, + memory_efficient=memory_efficient, + ) + self.add_module("tdnnd%d" % (i + 1), layer) + + def forward(self, x): + for layer in self: + x = torch.cat([x, layer(x)], dim=1) + return x + + +class TransitLayer(torch.nn.Module): + def __init__( + self, in_channels, out_channels, bias=True, config_str="batchnorm-relu" + ): + super(TransitLayer, self).__init__() + self.nonlinear = get_nonlinear(config_str, in_channels) + self.linear = torch.nn.Conv1d(in_channels, out_channels, 1, bias=bias) + + def forward(self, x): + x = self.nonlinear(x) + x = self.linear(x) + return x + + +class DenseLayer(torch.nn.Module): + def __init__( + self, in_channels, out_channels, bias=False, config_str="batchnorm-relu" + ): + super(DenseLayer, self).__init__() + self.linear = torch.nn.Conv1d(in_channels, out_channels, 1, bias=bias) + self.nonlinear = get_nonlinear(config_str, out_channels) + + def forward(self, x): + if len(x.shape) == 2: + x = self.linear(x.unsqueeze(dim=-1)).squeeze(dim=-1) + else: + x = self.linear(x) + x = self.nonlinear(x) + return x diff --git a/almeval/models/stepaudio/funasr_detach/models/campplus/model.py b/almeval/models/stepaudio/funasr_detach/models/campplus/model.py new file mode 100644 index 0000000000000000000000000000000000000000..bd226e96f643f7ac01fe9476b7891a69dc5fd54f --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/models/campplus/model.py @@ -0,0 +1,149 @@ +#!/usr/bin/env python3 +# -*- encoding: utf-8 -*- +# Copyright FunASR (https://github.com/alibaba-damo-academy/FunASR). All Rights Reserved. +# MIT License (https://opensource.org/licenses/MIT) +# Modified from 3D-Speaker (https://github.com/alibaba-damo-academy/3D-Speaker) + +import time +import torch +import numpy as np +from collections import OrderedDict +from contextlib import contextmanager +from distutils.version import LooseVersion + +from funasr_detach.register import tables +from funasr_detach.models.campplus.utils import extract_feature +from funasr_detach.utils.load_utils import load_audio_text_image_video +from funasr_detach.models.campplus.components import ( + DenseLayer, + StatsPool, + TDNNLayer, + CAMDenseTDNNBlock, + TransitLayer, + get_nonlinear, + FCM, +) + + +if LooseVersion(torch.__version__) >= LooseVersion("1.6.0"): + from torch.cuda.amp import autocast +else: + # Nothing to do if torch<1.6.0 + @contextmanager + def autocast(enabled=True): + yield + + +@tables.register("model_classes", "CAMPPlus") +class CAMPPlus(torch.nn.Module): + def __init__( + self, + feat_dim=80, + embedding_size=192, + growth_rate=32, + bn_size=4, + init_channels=128, + config_str="batchnorm-relu", + memory_efficient=True, + output_level="segment", + **kwargs, + ): + super().__init__() + + self.head = FCM(feat_dim=feat_dim) + channels = self.head.out_channels + self.output_level = output_level + + self.xvector = torch.nn.Sequential( + OrderedDict( + [ + ( + "tdnn", + TDNNLayer( + channels, + init_channels, + 5, + stride=2, + dilation=1, + padding=-1, + config_str=config_str, + ), + ), + ] + ) + ) + channels = init_channels + for i, (num_layers, kernel_size, dilation) in enumerate( + zip((12, 24, 16), (3, 3, 3), (1, 2, 2)) + ): + block = CAMDenseTDNNBlock( + num_layers=num_layers, + in_channels=channels, + out_channels=growth_rate, + bn_channels=bn_size * growth_rate, + kernel_size=kernel_size, + dilation=dilation, + config_str=config_str, + memory_efficient=memory_efficient, + ) + self.xvector.add_module("block%d" % (i + 1), block) + channels = channels + num_layers * growth_rate + self.xvector.add_module( + "transit%d" % (i + 1), + TransitLayer( + channels, channels // 2, bias=False, config_str=config_str + ), + ) + channels //= 2 + + self.xvector.add_module("out_nonlinear", get_nonlinear(config_str, channels)) + + if self.output_level == "segment": + self.xvector.add_module("stats", StatsPool()) + self.xvector.add_module( + "dense", + DenseLayer(channels * 2, embedding_size, config_str="batchnorm_"), + ) + else: + assert ( + self.output_level == "frame" + ), "`output_level` should be set to 'segment' or 'frame'. " + + for m in self.modules(): + if isinstance(m, (torch.nn.Conv1d, torch.nn.Linear)): + torch.nn.init.kaiming_normal_(m.weight.data) + if m.bias is not None: + torch.nn.init.zeros_(m.bias) + + def forward(self, x): + x = x.permute(0, 2, 1) # (B,T,F) => (B,F,T) + x = self.head(x) + x = self.xvector(x) + if self.output_level == "frame": + x = x.transpose(1, 2) + return x + + def inference( + self, + data_in, + data_lengths=None, + key: list = None, + tokenizer=None, + frontend=None, + **kwargs, + ): + # extract fbank feats + meta_data = {} + time1 = time.perf_counter() + audio_sample_list = load_audio_text_image_video( + data_in, fs=16000, audio_fs=kwargs.get("fs", 16000), data_type="sound" + ) + time2 = time.perf_counter() + meta_data["load_data"] = f"{time2 - time1:0.3f}" + speech, speech_lengths, speech_times = extract_feature(audio_sample_list) + speech = speech.to(device=kwargs["device"]) + time3 = time.perf_counter() + meta_data["extract_feat"] = f"{time3 - time2:0.3f}" + meta_data["batch_data_time"] = np.array(speech_times).sum().item() / 16000.0 + results = [{"spk_embedding": self.forward(speech.to(torch.float32))}] + return results, meta_data diff --git a/almeval/models/stepaudio/funasr_detach/models/campplus/template.yaml b/almeval/models/stepaudio/funasr_detach/models/campplus/template.yaml new file mode 100644 index 0000000000000000000000000000000000000000..38dcfde3e1828f468446eac35df33a8bb8b95b6a --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/models/campplus/template.yaml @@ -0,0 +1,23 @@ +# This is an example that demonstrates how to configure a model file. +# You can modify the configuration according to your own requirements. + +# to print the register_table: +# from funasr.register import tables +# tables.print() + +# network architecture +model: CAMPPlus +model_conf: + feat_dim: 80 + embedding_size: 192 + growth_rate: 32 + bn_size: 4 + init_channels: 128 + config_str: 'batchnorm-relu' + memory_efficient: True + output_level: 'segment' + +# frontend related +frontend: WavFrontend +frontend_conf: + fs: 16000 diff --git a/almeval/models/stepaudio/funasr_detach/models/transformer/scorers/__init__.py b/almeval/models/stepaudio/funasr_detach/models/transformer/scorers/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..b7f177368e62a5578b8706300e101f831a3972ac --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/models/transformer/scorers/__init__.py @@ -0,0 +1 @@ +"""Initialize sub package.""" diff --git a/almeval/models/stepaudio/funasr_detach/models/transformer/scorers/ctc_prefix_score.py b/almeval/models/stepaudio/funasr_detach/models/transformer/scorers/ctc_prefix_score.py new file mode 100644 index 0000000000000000000000000000000000000000..0c67ecd096de46ad00972cf3a8ba812852f38c97 --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/models/transformer/scorers/ctc_prefix_score.py @@ -0,0 +1,359 @@ +#!/usr/bin/env python3 + +# Copyright 2018 Mitsubishi Electric Research Labs (Takaaki Hori) +# Apache 2.0 (http://www.apache.org/licenses/LICENSE-2.0) + +import torch + +import numpy as np +import six + + +class CTCPrefixScoreTH(object): + """Batch processing of CTCPrefixScore + + which is based on Algorithm 2 in WATANABE et al. + "HYBRID CTC/ATTENTION ARCHITECTURE FOR END-TO-END SPEECH RECOGNITION," + but extended to efficiently compute the label probablities for multiple + hypotheses simultaneously + See also Seki et al. "Vectorized Beam Search for CTC-Attention-Based + Speech Recognition," In INTERSPEECH (pp. 3825-3829), 2019. + """ + + def __init__(self, x, xlens, blank, eos, margin=0): + """Construct CTC prefix scorer + + :param torch.Tensor x: input label posterior sequences (B, T, O) + :param torch.Tensor xlens: input lengths (B,) + :param int blank: blank label id + :param int eos: end-of-sequence id + :param int margin: margin parameter for windowing (0 means no windowing) + """ + # In the comment lines, + # we assume T: input_length, B: batch size, W: beam width, O: output dim. + self.logzero = -10000000000.0 + self.blank = blank + self.eos = eos + self.batch = x.size(0) + self.input_length = x.size(1) + self.odim = x.size(2) + self.dtype = x.dtype + self.device = ( + torch.device("cuda:%d" % x.get_device()) + if x.is_cuda + else torch.device("cpu") + ) + # Pad the rest of posteriors in the batch + # TODO(takaaki-hori): need a better way without for-loops + for i, l in enumerate(xlens): + if l < self.input_length: + x[i, l:, :] = self.logzero + x[i, l:, blank] = 0 + # Reshape input x + xn = x.transpose(0, 1) # (B, T, O) -> (T, B, O) + xb = xn[:, :, self.blank].unsqueeze(2).expand(-1, -1, self.odim) + self.x = torch.stack([xn, xb]) # (2, T, B, O) + self.end_frames = torch.as_tensor(xlens) - 1 + + # Setup CTC windowing + self.margin = margin + if margin > 0: + self.frame_ids = torch.arange( + self.input_length, dtype=self.dtype, device=self.device + ) + # Base indices for index conversion + self.idx_bh = None + self.idx_b = torch.arange(self.batch, device=self.device) + self.idx_bo = (self.idx_b * self.odim).unsqueeze(1) + + def __call__(self, y, state, scoring_ids=None, att_w=None): + """Compute CTC prefix scores for next labels + + :param list y: prefix label sequences + :param tuple state: previous CTC state + :param torch.Tensor pre_scores: scores for pre-selection of hypotheses (BW, O) + :param torch.Tensor att_w: attention weights to decide CTC window + :return new_state, ctc_local_scores (BW, O) + """ + output_length = len(y[0]) - 1 # ignore sos + last_ids = [yi[-1] for yi in y] # last output label ids + n_bh = len(last_ids) # batch * hyps + n_hyps = n_bh // self.batch # assuming each utterance has the same # of hyps + self.scoring_num = scoring_ids.size(-1) if scoring_ids is not None else 0 + # prepare state info + if state is None: + r_prev = torch.full( + (self.input_length, 2, self.batch, n_hyps), + self.logzero, + dtype=self.dtype, + device=self.device, + ) + r_prev[:, 1] = torch.cumsum(self.x[0, :, :, self.blank], 0).unsqueeze(2) + r_prev = r_prev.view(-1, 2, n_bh) + s_prev = 0.0 + f_min_prev = 0 + f_max_prev = 1 + else: + r_prev, s_prev, f_min_prev, f_max_prev = state + + # select input dimensions for scoring + if self.scoring_num > 0: + scoring_idmap = torch.full( + (n_bh, self.odim), -1, dtype=torch.long, device=self.device + ) + snum = self.scoring_num + if self.idx_bh is None or n_bh > len(self.idx_bh): + self.idx_bh = torch.arange(n_bh, device=self.device).view(-1, 1) + scoring_idmap[self.idx_bh[:n_bh], scoring_ids] = torch.arange( + snum, device=self.device + ) + scoring_idx = ( + scoring_ids + self.idx_bo.repeat(1, n_hyps).view(-1, 1) + ).view(-1) + x_ = torch.index_select( + self.x.view(2, -1, self.batch * self.odim), 2, scoring_idx + ).view(2, -1, n_bh, snum) + else: + scoring_ids = None + scoring_idmap = None + snum = self.odim + x_ = self.x.unsqueeze(3).repeat(1, 1, 1, n_hyps, 1).view(2, -1, n_bh, snum) + + # new CTC forward probs are prepared as a (T x 2 x BW x S) tensor + # that corresponds to r_t^n(h) and r_t^b(h) in a batch. + r = torch.full( + (self.input_length, 2, n_bh, snum), + self.logzero, + dtype=self.dtype, + device=self.device, + ) + if output_length == 0: + r[0, 0] = x_[0, 0] + + r_sum = torch.logsumexp(r_prev, 1) + log_phi = r_sum.unsqueeze(2).repeat(1, 1, snum) + if scoring_ids is not None: + for idx in range(n_bh): + pos = scoring_idmap[idx, last_ids[idx]] + if pos >= 0: + log_phi[:, idx, pos] = r_prev[:, 1, idx] + else: + for idx in range(n_bh): + log_phi[:, idx, last_ids[idx]] = r_prev[:, 1, idx] + + # decide start and end frames based on attention weights + if att_w is not None and self.margin > 0: + f_arg = torch.matmul(att_w, self.frame_ids) + f_min = max(int(f_arg.min().cpu()), f_min_prev) + f_max = max(int(f_arg.max().cpu()), f_max_prev) + start = min(f_max_prev, max(f_min - self.margin, output_length, 1)) + end = min(f_max + self.margin, self.input_length) + else: + f_min = f_max = 0 + start = max(output_length, 1) + end = self.input_length + + # compute forward probabilities log(r_t^n(h)) and log(r_t^b(h)) + for t in range(start, end): + rp = r[t - 1] + rr = torch.stack([rp[0], log_phi[t - 1], rp[0], rp[1]]).view( + 2, 2, n_bh, snum + ) + r[t] = torch.logsumexp(rr, 1) + x_[:, t] + + # compute log prefix probabilities log(psi) + log_phi_x = torch.cat((log_phi[0].unsqueeze(0), log_phi[:-1]), dim=0) + x_[0] + if scoring_ids is not None: + log_psi = torch.full( + (n_bh, self.odim), self.logzero, dtype=self.dtype, device=self.device + ) + log_psi_ = torch.logsumexp( + torch.cat((log_phi_x[start:end], r[start - 1, 0].unsqueeze(0)), dim=0), + dim=0, + ) + for si in range(n_bh): + log_psi[si, scoring_ids[si]] = log_psi_[si] + else: + log_psi = torch.logsumexp( + torch.cat((log_phi_x[start:end], r[start - 1, 0].unsqueeze(0)), dim=0), + dim=0, + ) + + for si in range(n_bh): + log_psi[si, self.eos] = r_sum[self.end_frames[si // n_hyps], si] + + # exclude blank probs + log_psi[:, self.blank] = self.logzero + + return (log_psi - s_prev), (r, log_psi, f_min, f_max, scoring_idmap) + + def index_select_state(self, state, best_ids): + """Select CTC states according to best ids + + :param state : CTC state + :param best_ids : index numbers selected by beam pruning (B, W) + :return selected_state + """ + r, s, f_min, f_max, scoring_idmap = state + # convert ids to BHO space + n_bh = len(s) + n_hyps = n_bh // self.batch + vidx = (best_ids + (self.idx_b * (n_hyps * self.odim)).view(-1, 1)).view(-1) + # select hypothesis scores + s_new = torch.index_select(s.view(-1), 0, vidx) + s_new = s_new.view(-1, 1).repeat(1, self.odim).view(n_bh, self.odim) + # convert ids to BHS space (S: scoring_num) + if scoring_idmap is not None: + snum = self.scoring_num + hyp_idx = (best_ids // self.odim + (self.idx_b * n_hyps).view(-1, 1)).view( + -1 + ) + label_ids = torch.fmod(best_ids, self.odim).view(-1) + score_idx = scoring_idmap[hyp_idx, label_ids] + score_idx[score_idx == -1] = 0 + vidx = score_idx + hyp_idx * snum + else: + snum = self.odim + # select forward probabilities + r_new = torch.index_select(r.view(-1, 2, n_bh * snum), 2, vidx).view( + -1, 2, n_bh + ) + return r_new, s_new, f_min, f_max + + def extend_prob(self, x): + """Extend CTC prob. + + :param torch.Tensor x: input label posterior sequences (B, T, O) + """ + + if self.x.shape[1] < x.shape[1]: # self.x (2,T,B,O); x (B,T,O) + # Pad the rest of posteriors in the batch + # TODO(takaaki-hori): need a better way without for-loops + xlens = [x.size(1)] + for i, l in enumerate(xlens): + if l < self.input_length: + x[i, l:, :] = self.logzero + x[i, l:, self.blank] = 0 + tmp_x = self.x + xn = x.transpose(0, 1) # (B, T, O) -> (T, B, O) + xb = xn[:, :, self.blank].unsqueeze(2).expand(-1, -1, self.odim) + self.x = torch.stack([xn, xb]) # (2, T, B, O) + self.x[:, : tmp_x.shape[1], :, :] = tmp_x + self.input_length = x.size(1) + self.end_frames = torch.as_tensor(xlens) - 1 + + def extend_state(self, state): + """Compute CTC prefix state. + + + :param state : CTC state + :return ctc_state + """ + + if state is None: + # nothing to do + return state + else: + r_prev, s_prev, f_min_prev, f_max_prev = state + + r_prev_new = torch.full( + (self.input_length, 2), + self.logzero, + dtype=self.dtype, + device=self.device, + ) + start = max(r_prev.shape[0], 1) + r_prev_new[0:start] = r_prev + for t in six.moves.range(start, self.input_length): + r_prev_new[t, 1] = r_prev_new[t - 1, 1] + self.x[0, t, :, self.blank] + + return (r_prev_new, s_prev, f_min_prev, f_max_prev) + + +class CTCPrefixScore(object): + """Compute CTC label sequence scores + + which is based on Algorithm 2 in WATANABE et al. + "HYBRID CTC/ATTENTION ARCHITECTURE FOR END-TO-END SPEECH RECOGNITION," + but extended to efficiently compute the probablities of multiple labels + simultaneously + """ + + def __init__(self, x, blank, eos, xp): + self.xp = xp + self.logzero = -10000000000.0 + self.blank = blank + self.eos = eos + self.input_length = len(x) + self.x = x + + def initial_state(self): + """Obtain an initial CTC state + + :return: CTC state + """ + # initial CTC state is made of a frame x 2 tensor that corresponds to + # r_t^n() and r_t^b(), where 0 and 1 of axis=1 represent + # superscripts n and b (non-blank and blank), respectively. + r = self.xp.full((self.input_length, 2), self.logzero, dtype=np.float32) + r[0, 1] = self.x[0, self.blank] + for i in six.moves.range(1, self.input_length): + r[i, 1] = r[i - 1, 1] + self.x[i, self.blank] + return r + + def __call__(self, y, cs, r_prev): + """Compute CTC prefix scores for next labels + + :param y : prefix label sequence + :param cs : array of next labels + :param r_prev: previous CTC state + :return ctc_scores, ctc_states + """ + # initialize CTC states + output_length = len(y) - 1 # ignore sos + # new CTC states are prepared as a frame x (n or b) x n_labels tensor + # that corresponds to r_t^n(h) and r_t^b(h). + r = self.xp.ndarray((self.input_length, 2, len(cs)), dtype=np.float32) + xs = self.x[:, cs] + if output_length == 0: + r[0, 0] = xs[0] + r[0, 1] = self.logzero + else: + r[output_length - 1] = self.logzero + + # prepare forward probabilities for the last label + r_sum = self.xp.logaddexp( + r_prev[:, 0], r_prev[:, 1] + ) # log(r_t^n(g) + r_t^b(g)) + last = y[-1] + if output_length > 0 and last in cs: + log_phi = self.xp.ndarray((self.input_length, len(cs)), dtype=np.float32) + for i in six.moves.range(len(cs)): + log_phi[:, i] = r_sum if cs[i] != last else r_prev[:, 1] + else: + log_phi = r_sum + + # compute forward probabilities log(r_t^n(h)), log(r_t^b(h)), + # and log prefix probabilities log(psi) + start = max(output_length, 1) + log_psi = r[start - 1, 0] + for t in six.moves.range(start, self.input_length): + r[t, 0] = self.xp.logaddexp(r[t - 1, 0], log_phi[t - 1]) + xs[t] + r[t, 1] = ( + self.xp.logaddexp(r[t - 1, 0], r[t - 1, 1]) + self.x[t, self.blank] + ) + log_psi = self.xp.logaddexp(log_psi, log_phi[t - 1] + xs[t]) + + # get P(...eos|X) that ends with the prefix itself + eos_pos = self.xp.where(cs == self.eos)[0] + if len(eos_pos) > 0: + log_psi[eos_pos] = r_sum[-1] # log(r_T^n(g) + r_T^b(g)) + + # exclude blank probs + blank_pos = self.xp.where(cs == self.blank)[0] + if len(blank_pos) > 0: + log_psi[blank_pos] = self.logzero + + # return the log prefix probability and CTC states, where the label axis + # of the CTC states is moved to the first axis to slice it easily + return log_psi, self.xp.rollaxis(r, 2) diff --git a/almeval/models/stepaudio/funasr_detach/models/transformer/scorers/length_bonus.py b/almeval/models/stepaudio/funasr_detach/models/transformer/scorers/length_bonus.py new file mode 100644 index 0000000000000000000000000000000000000000..c4ba0a47f0db1de45a616343c8919b979e4255ea --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/models/transformer/scorers/length_bonus.py @@ -0,0 +1,64 @@ +"""Length bonus module.""" + +from typing import Any +from typing import List +from typing import Tuple + +import torch + +from funasr_detach.models.transformer.scorers.scorer_interface import ( + BatchScorerInterface, +) + + +class LengthBonus(BatchScorerInterface): + """Length bonus in beam search.""" + + def __init__(self, n_vocab: int): + """Initialize class. + + Args: + n_vocab (int): The number of tokens in vocabulary for beam search + + """ + self.n = n_vocab + + def score(self, y, state, x): + """Score new token. + + Args: + y (torch.Tensor): 1D torch.int64 prefix tokens. + state: Scorer state for prefix tokens + x (torch.Tensor): 2D encoder feature that generates ys. + + Returns: + tuple[torch.Tensor, Any]: Tuple of + torch.float32 scores for next token (n_vocab) + and None + + """ + return torch.tensor([1.0], device=x.device, dtype=x.dtype).expand(self.n), None + + def batch_score( + self, ys: torch.Tensor, states: List[Any], xs: torch.Tensor + ) -> Tuple[torch.Tensor, List[Any]]: + """Score new token batch. + + Args: + ys (torch.Tensor): torch.int64 prefix tokens (n_batch, ylen). + states (List[Any]): Scorer states for prefix tokens. + xs (torch.Tensor): + The encoder feature that generates ys (n_batch, xlen, n_feat). + + Returns: + tuple[torch.Tensor, List[Any]]: Tuple of + batchfied scores for next token with shape of `(n_batch, n_vocab)` + and next state list for ys. + + """ + return ( + torch.tensor([1.0], device=xs.device, dtype=xs.dtype).expand( + ys.shape[0], self.n + ), + None, + ) diff --git a/almeval/models/stepaudio/funasr_detach/models/transformer/scorers/scorer_interface.py b/almeval/models/stepaudio/funasr_detach/models/transformer/scorers/scorer_interface.py new file mode 100644 index 0000000000000000000000000000000000000000..946ec6be317603d87cfd938cc096d11b7bcbfbdf --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/models/transformer/scorers/scorer_interface.py @@ -0,0 +1,188 @@ +"""Scorer interface module.""" + +from typing import Any +from typing import List +from typing import Tuple + +import torch +import warnings + + +class ScorerInterface: + """Scorer interface for beam search. + + The scorer performs scoring of the all tokens in vocabulary. + + Examples: + * Search heuristics + * :class:`espnet.nets.scorers.length_bonus.LengthBonus` + * Decoder networks of the sequence-to-sequence models + * :class:`espnet.nets.pytorch_backend.nets.transformer.decoder.Decoder` + * :class:`espnet.nets.pytorch_backend.nets.rnn.decoders.Decoder` + * Neural language models + * :class:`espnet.nets.pytorch_backend.lm.transformer.TransformerLM` + * :class:`espnet.nets.pytorch_backend.lm.default.DefaultRNNLM` + * :class:`espnet.nets.pytorch_backend.lm.seq_rnn.SequentialRNNLM` + + """ + + def init_state(self, x: torch.Tensor) -> Any: + """Get an initial state for decoding (optional). + + Args: + x (torch.Tensor): The encoded feature tensor + + Returns: initial state + + """ + return None + + def select_state(self, state: Any, i: int, new_id: int = None) -> Any: + """Select state with relative ids in the main beam search. + + Args: + state: Decoder state for prefix tokens + i (int): Index to select a state in the main beam search + new_id (int): New label index to select a state if necessary + + Returns: + state: pruned state + + """ + return None if state is None else state[i] + + def score( + self, y: torch.Tensor, state: Any, x: torch.Tensor + ) -> Tuple[torch.Tensor, Any]: + """Score new token (required). + + Args: + y (torch.Tensor): 1D torch.int64 prefix tokens. + state: Scorer state for prefix tokens + x (torch.Tensor): The encoder feature that generates ys. + + Returns: + tuple[torch.Tensor, Any]: Tuple of + scores for next token that has a shape of `(n_vocab)` + and next state for ys + + """ + raise NotImplementedError + + def final_score(self, state: Any) -> float: + """Score eos (optional). + + Args: + state: Scorer state for prefix tokens + + Returns: + float: final score + + """ + return 0.0 + + +class BatchScorerInterface(ScorerInterface): + """Batch scorer interface.""" + + def batch_init_state(self, x: torch.Tensor) -> Any: + """Get an initial state for decoding (optional). + + Args: + x (torch.Tensor): The encoded feature tensor + + Returns: initial state + + """ + return self.init_state(x) + + def batch_score( + self, ys: torch.Tensor, states: List[Any], xs: torch.Tensor + ) -> Tuple[torch.Tensor, List[Any]]: + """Score new token batch (required). + + Args: + ys (torch.Tensor): torch.int64 prefix tokens (n_batch, ylen). + states (List[Any]): Scorer states for prefix tokens. + xs (torch.Tensor): + The encoder feature that generates ys (n_batch, xlen, n_feat). + + Returns: + tuple[torch.Tensor, List[Any]]: Tuple of + batchfied scores for next token with shape of `(n_batch, n_vocab)` + and next state list for ys. + + """ + warnings.warn( + "{} batch score is implemented through for loop not parallelized".format( + self.__class__.__name__ + ) + ) + scores = list() + outstates = list() + for i, (y, state, x) in enumerate(zip(ys, states, xs)): + score, outstate = self.score(y, state, x) + outstates.append(outstate) + scores.append(score) + scores = torch.cat(scores, 0).view(ys.shape[0], -1) + return scores, outstates + + +class PartialScorerInterface(ScorerInterface): + """Partial scorer interface for beam search. + + The partial scorer performs scoring when non-partial scorer finished scoring, + and receives pre-pruned next tokens to score because it is too heavy to score + all the tokens. + + Examples: + * Prefix search for connectionist-temporal-classification models + * :class:`espnet.nets.scorers.ctc.CTCPrefixScorer` + + """ + + def score_partial( + self, y: torch.Tensor, next_tokens: torch.Tensor, state: Any, x: torch.Tensor + ) -> Tuple[torch.Tensor, Any]: + """Score new token (required). + + Args: + y (torch.Tensor): 1D prefix token + next_tokens (torch.Tensor): torch.int64 next token to score + state: decoder state for prefix tokens + x (torch.Tensor): The encoder feature that generates ys + + Returns: + tuple[torch.Tensor, Any]: + Tuple of a score tensor for y that has a shape `(len(next_tokens),)` + and next state for ys + + """ + raise NotImplementedError + + +class BatchPartialScorerInterface(BatchScorerInterface, PartialScorerInterface): + """Batch partial scorer interface for beam search.""" + + def batch_score_partial( + self, + ys: torch.Tensor, + next_tokens: torch.Tensor, + states: List[Any], + xs: torch.Tensor, + ) -> Tuple[torch.Tensor, Any]: + """Score new token (required). + + Args: + ys (torch.Tensor): torch.int64 prefix tokens (n_batch, ylen). + next_tokens (torch.Tensor): torch.int64 tokens to score (n_batch, n_token). + states (List[Any]): Scorer states for prefix tokens. + xs (torch.Tensor): + The encoder feature that generates ys (n_batch, xlen, n_feat). + + Returns: + tuple[torch.Tensor, Any]: + Tuple of a score tensor for ys that has a shape `(n_batch, n_vocab)` + and next states for ys + """ + raise NotImplementedError diff --git a/almeval/models/stepaudio/funasr_detach/models/whisper/__init__.py b/almeval/models/stepaudio/funasr_detach/models/whisper/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/almeval/models/stepaudio/funasr_detach/models/whisper/model.py b/almeval/models/stepaudio/funasr_detach/models/whisper/model.py new file mode 100644 index 0000000000000000000000000000000000000000..d921868df527f562a19d351923925e151cdb2f57 --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/models/whisper/model.py @@ -0,0 +1,306 @@ +from dataclasses import dataclass +from typing import Dict +from typing import Iterable, Optional + +import numpy as np +import torch +import torch.nn.functional as F +from torch import Tensor +from torch import nn + + +from funasr_detach.models.whisper.utils.decoding import ( + detect_language as detect_language_function, + decode as decode_function, +) +from funasr_detach.register import tables + + +@dataclass +class ModelDimensions: + n_mels: int + n_audio_ctx: int + n_audio_state: int + n_audio_head: int + n_audio_layer: int + n_vocab: int + n_text_ctx: int + n_text_state: int + n_text_head: int + n_text_layer: int + + +class LayerNorm(nn.LayerNorm): + def forward(self, x: Tensor) -> Tensor: + return super().forward(x.float()).type(x.dtype) + + +class Linear(nn.Linear): + def forward(self, x: Tensor) -> Tensor: + return F.linear( + x, + self.weight.to(x.dtype), + None if self.bias is None else self.bias.to(x.dtype), + ) + + +class Conv1d(nn.Conv1d): + def _conv_forward( + self, x: Tensor, weight: Tensor, bias: Optional[Tensor] + ) -> Tensor: + return super()._conv_forward( + x, weight.to(x.dtype), None if bias is None else bias.to(x.dtype) + ) + + +def sinusoids(length, channels, max_timescale=10000): + """Returns sinusoids for positional embedding""" + assert channels % 2 == 0 + log_timescale_increment = np.log(max_timescale) / (channels // 2 - 1) + inv_timescales = torch.exp(-log_timescale_increment * torch.arange(channels // 2)) + scaled_time = torch.arange(length)[:, np.newaxis] * inv_timescales[np.newaxis, :] + return torch.cat([torch.sin(scaled_time), torch.cos(scaled_time)], dim=1) + + +class MultiHeadAttention(nn.Module): + def __init__(self, n_state: int, n_head: int): + super().__init__() + self.n_head = n_head + self.query = Linear(n_state, n_state) + self.key = Linear(n_state, n_state, bias=False) + self.value = Linear(n_state, n_state) + self.out = Linear(n_state, n_state) + + def forward( + self, + x: Tensor, + xa: Optional[Tensor] = None, + mask: Optional[Tensor] = None, + kv_cache: Optional[dict] = None, + ): + q = self.query(x) + + if kv_cache is None or xa is None or self.key not in kv_cache: + # hooks, if installed (i.e. kv_cache is not None), will prepend the cached kv tensors; + # otherwise, perform key/value projections for self- or cross-attention as usual. + k = self.key(x if xa is None else xa) + v = self.value(x if xa is None else xa) + else: + # for cross-attention, calculate keys and values once and reuse in subsequent calls. + k = kv_cache[self.key] + v = kv_cache[self.value] + + wv, qk = self.qkv_attention(q, k, v, mask) + return self.out(wv), qk + + def qkv_attention( + self, q: Tensor, k: Tensor, v: Tensor, mask: Optional[Tensor] = None + ): + n_batch, n_ctx, n_state = q.shape + scale = (n_state // self.n_head) ** -0.25 + q = q.view(*q.shape[:2], self.n_head, -1).permute(0, 2, 1, 3) * scale + k = k.view(*k.shape[:2], self.n_head, -1).permute(0, 2, 3, 1) * scale + v = v.view(*v.shape[:2], self.n_head, -1).permute(0, 2, 1, 3) + + qk = q @ k + if mask is not None: + qk = qk + mask[:n_ctx, :n_ctx] + qk = qk.float() + + w = F.softmax(qk, dim=-1).to(q.dtype) + return (w @ v).permute(0, 2, 1, 3).flatten(start_dim=2), qk.detach() + + +class ResidualAttentionBlock(nn.Module): + def __init__(self, n_state: int, n_head: int, cross_attention: bool = False): + super().__init__() + + self.attn = MultiHeadAttention(n_state, n_head) + self.attn_ln = LayerNorm(n_state) + + self.cross_attn = ( + MultiHeadAttention(n_state, n_head) if cross_attention else None + ) + self.cross_attn_ln = LayerNorm(n_state) if cross_attention else None + + n_mlp = n_state * 4 + self.mlp = nn.Sequential( + Linear(n_state, n_mlp), nn.GELU(), Linear(n_mlp, n_state) + ) + self.mlp_ln = LayerNorm(n_state) + + def forward( + self, + x: Tensor, + xa: Optional[Tensor] = None, + mask: Optional[Tensor] = None, + kv_cache: Optional[dict] = None, + ): + x = x + self.attn(self.attn_ln(x), mask=mask, kv_cache=kv_cache)[0] + if self.cross_attn: + x = x + self.cross_attn(self.cross_attn_ln(x), xa, kv_cache=kv_cache)[0] + x = x + self.mlp(self.mlp_ln(x)) + return x + + +@tables.register("encoder_classes", "WhisperEncoder") +class AudioEncoder(nn.Module): + def __init__( + self, n_mels: int, n_ctx: int, n_state: int, n_head: int, n_layer: int + ): + super().__init__() + self.conv1 = Conv1d(n_mels, n_state, kernel_size=3, padding=1) + self.conv2 = Conv1d(n_state, n_state, kernel_size=3, stride=2, padding=1) + self.register_buffer("positional_embedding", sinusoids(n_ctx, n_state)) + + self.blocks: Iterable[ResidualAttentionBlock] = nn.ModuleList( + [ResidualAttentionBlock(n_state, n_head) for _ in range(n_layer)] + ) + self.ln_post = LayerNorm(n_state) + + def forward(self, x: Tensor): + """ + x : torch.Tensor, shape = (batch_size, n_mels, n_ctx) + the mel spectrogram of the audio + """ + x = F.gelu(self.conv1(x)) + x = F.gelu(self.conv2(x)) + x = x.permute(0, 2, 1) + + assert x.shape[1:] == self.positional_embedding.shape, "incorrect audio shape" + x = (x + self.positional_embedding).to(x.dtype) + + for block in self.blocks: + x = block(x) + + x = self.ln_post(x) + return x + + +@tables.register("decoder_classes", "WhisperDecoder") +class TextDecoder(nn.Module): + def __init__( + self, n_vocab: int, n_ctx: int, n_state: int, n_head: int, n_layer: int + ): + super().__init__() + + self.token_embedding = nn.Embedding(n_vocab, n_state) + self.positional_embedding = nn.Parameter(torch.empty(n_ctx, n_state)) + + self.blocks: Iterable[ResidualAttentionBlock] = nn.ModuleList( + [ + ResidualAttentionBlock(n_state, n_head, cross_attention=True) + for _ in range(n_layer) + ] + ) + self.ln = LayerNorm(n_state) + + mask = torch.empty(n_ctx, n_ctx).fill_(-np.inf).triu_(1) + self.register_buffer("mask", mask, persistent=False) + + def forward(self, x: Tensor, xa: Tensor, kv_cache: Optional[dict] = None): + """ + x : torch.LongTensor, shape = (batch_size, <= n_ctx) + the text tokens + xa : torch.Tensor, shape = (batch_size, n_mels, n_audio_ctx) + the encoded audio features to be attended on + """ + offset = next(iter(kv_cache.values())).shape[1] if kv_cache else 0 + x = ( + self.token_embedding(x) + + self.positional_embedding[offset : offset + x.shape[-1]] + ) + x = x.to(xa.dtype) + + for block in self.blocks: + x = block(x, xa, mask=self.mask, kv_cache=kv_cache) + + x = self.ln(x) + logits = ( + x @ torch.transpose(self.token_embedding.weight.to(x.dtype), 0, 1) + ).float() + + return logits + + +@tables.register("model_classes", "Whisper") +class Whisper(nn.Module): + def __init__(self, dims: dict): + super().__init__() + dims = ModelDimensions(**dims) + self.dims = dims + self.sos = 1 + self.eos = 1 + self.encoder = AudioEncoder( + self.dims.n_mels, + self.dims.n_audio_ctx, + self.dims.n_audio_state, + self.dims.n_audio_head, + self.dims.n_audio_layer, + ) + self.decoder = TextDecoder( + self.dims.n_vocab, + self.dims.n_text_ctx, + self.dims.n_text_state, + self.dims.n_text_head, + self.dims.n_text_layer, + ) + + def embed_audio(self, mel: torch.Tensor): + return self.encoder(mel) + + def logits(self, tokens: torch.Tensor, audio_features: torch.Tensor): + return self.decoder(tokens, audio_features) + + def forward( + self, mel: torch.Tensor, tokens: torch.Tensor + ) -> Dict[str, torch.Tensor]: + return self.decoder(tokens, self.encoder(mel)) + + @property + def device(self): + return next(self.parameters()).device + + @property + def is_multilingual(self): + return self.dims.n_vocab == 51865 + + def install_kv_cache_hooks(self, cache: Optional[dict] = None): + """ + The `MultiHeadAttention` module optionally accepts `kv_cache` which stores the key and value + tensors calculated for the previous positions. This method returns a dictionary that stores + all caches, and the necessary hooks for the key and value projection modules that save the + intermediate tensors to be reused during later calculations. + + Returns + ------- + cache : Dict[nn.Module, torch.Tensor] + A dictionary object mapping the key/value projection modules to its cache + hooks : List[RemovableHandle] + List of PyTorch RemovableHandle objects to stop the hooks to be called + """ + cache = {**cache} if cache is not None else {} + hooks = [] + + def save_to_cache(module, _, output): + if ( + module not in cache + or output.shape[1] > self.decoder.positional_embedding.shape[0] + ): + cache[module] = ( + output # save as-is, for the first token or cross attention + ) + else: + cache[module] = torch.cat([cache[module], output], dim=1).detach() + return cache[module] + + def install_hooks(layer: nn.Module): + if isinstance(layer, MultiHeadAttention): + hooks.append(layer.key.register_forward_hook(save_to_cache)) + hooks.append(layer.value.register_forward_hook(save_to_cache)) + + self.decoder.apply(install_hooks) + return cache, hooks + + detect_language = detect_language_function + decode = decode_function diff --git a/almeval/models/stepaudio/funasr_detach/models/whisper/utils/__init__.py b/almeval/models/stepaudio/funasr_detach/models/whisper/utils/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/almeval/models/stepaudio/funasr_detach/models/whisper/utils/assets/gpt2/merges.txt b/almeval/models/stepaudio/funasr_detach/models/whisper/utils/assets/gpt2/merges.txt new file mode 100644 index 0000000000000000000000000000000000000000..6636bda4a1fd7a63653dffb22683b8162c8de956 --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/models/whisper/utils/assets/gpt2/merges.txt @@ -0,0 +1,50001 @@ +#version: 0.2 - Trained by `huggingface/tokenizers` +Ġ t +Ġ a +h e +i n +r e +o n +Ġt he +e r +Ġ s +a t +Ġ w +Ġ o +e n +Ġ c +i t +i s +a n +o r +e s +Ġ b +e d +Ġ f +in g +Ġ p +o u +Ġa n +a l +a r +Ġt o +Ġ m +Ġo f +Ġ in +Ġ d +Ġ h +Ġan d +i c +a s +l e +Ġt h +i on +o m +l l +en t +Ġ n +Ġ l +s t +Ġ re +v e +Ġ e +r o +l y +Ġb e +Ġ g +Ġ T +c t +Ġ S +i d +o t +Ġ I +u t +e t +Ġ A +Ġ is +Ġ on +i m +a m +o w +a y +a d +s e +Ġth at +Ġ C +i g +Ġf or +a c +Ġ y +v er +u r +Ġ u +l d +Ġs t +Ġ M +' s +Ġ he +Ġ it +at ion +it h +i r +c e +Ġy ou +i l +Ġ B +Ġw h +o l +Ġ P +Ġw ith +Ġ 1 +t er +c h +Ġa s +Ġw e +Ġ ( +n d +i ll +Ġ D +i f +Ġ 2 +a g +er s +k e +Ġ " +Ġ H +e m +Ġc on +Ġ W +Ġ R +he r +Ġw as +Ġ r +o d +Ġ F +u l +at e +Ġa t +r i +p p +o re +ĠT he +Ġs e +u s +Ġp ro +Ġh a +u m +Ġa re +Ġd e +a in +an d +Ġo r +ig h +es t +is t +a b +r om +Ġ N +t h +Ġc om +Ġ G +u n +o p +0 0 +Ġ L +Ġn ot +es s +Ġe x +Ġ v +re s +Ġ E +e w +it y +an t +Ġb y +e l +o s +or t +o c +q u +Ġf rom +Ġha ve +Ġs u +i ve +ou ld +Ġs h +Ġth is +n t +r a +p e +igh t +ar t +m ent +Ġa l +u st +en d +- - +al l +Ġ O +ac k +Ġc h +Ġ le +i es +re d +ar d +â Ģ +ou t +Ġ J +Ġa b +e ar +i v +al ly +ou r +o st +g h +p t +Ġp l +as t +Ġc an +a k +om e +u d +T he +Ġh is +Ġd o +Ġg o +Ġh as +g e +' t +Ġ U +r ou +Ġs a +Ġ j +Ġb ut +Ġw or +Ġa ll +e ct +Ġ k +am e +Ġw ill +o k +Ġw he +Ġthe y +id e +0 1 +f f +ic h +p l +t her +Ġt r +. . +Ġin t +i e +u re +ag e +Ġn e +i al +a p +in e +ic e +Ġm e +Ġo ut +an s +on e +on g +ion s +Ġwh o +Ġ K +Ġu p +Ġthe ir +Ġa d +Ġ 3 +Ġu s +at ed +ou s +Ġm ore +u e +o g +ĠS t +in d +i ke +Ġs o +im e +p er +. " +b er +i z +a ct +Ġon e +Ġsa id +Ġ - +a re +Ġyou r +c c +ĠT h +Ġc l +e p +a ke +ab le +i p +Ġcon t +Ġwh ich +i a +Ġ im +Ġab out +Ġwe re +ver y +u b +Ġh ad +Ġ en +Ġcom p +, " +ĠI n +Ġu n +Ġa g +i re +ac e +a u +ar y +Ġw ould +as s +r y +Ġ âĢ +c l +o ok +e re +s o +Ġ V +ig n +i b +Ġof f +Ġt e +v en +Ġ Y +i le +o se +it e +or m +Ġ2 01 +Ġre s +Ġm an +Ġp er +Ġo ther +or d +ul t +Ġbe en +Ġl ike +as e +an ce +k s +ay s +ow n +en ce +Ġd is +ct ion +Ġan y +Ġa pp +Ġs p +in t +res s +ation s +a il +Ġ 4 +ic al +Ġthe m +Ġhe r +ou nt +ĠC h +Ġa r +Ġ if +Ġthe re +Ġp e +Ġy ear +a v +Ġm y +Ġs ome +Ġwhe n +ou gh +ac h +Ġth an +r u +on d +ic k +Ġo ver +ve l +Ġ qu +Ċ Ċ +Ġs c +re at +re e +ĠI t +ou nd +p ort +Ġal so +Ġp art +f ter +Ġk n +Ġbe c +Ġt ime +en s +Ġ 5 +op le +Ġwh at +Ġn o +d u +m er +an g +Ġn ew +-- -- +Ġg et +or y +it ion +ing s +Ġj ust +Ġint o +Ġ 0 +ent s +o ve +t e +Ġpe ople +Ġp re +Ġit s +Ġre c +Ġt w +i an +ir st +ar k +or s +Ġwor k +ad e +o b +Ġs he +Ġo ur +w n +in k +l ic +Ġ1 9 +ĠH e +is h +nd er +au se +Ġh im +on s +Ġ [ +Ġ ro +f orm +i ld +at es +ver s +Ġon ly +o ll +Ġs pe +c k +e ll +am p +Ġa cc +Ġb l +i ous +ur n +f t +o od +Ġh ow +he d +Ġ ' +Ġa fter +a w +Ġat t +o v +n e +Ġpl ay +er v +ic t +Ġc ould +it t +Ġa m +Ġf irst +Ġ 6 +Ġa ct +Ġ $ +e c +h ing +u al +u ll +Ġcom m +o y +o ld +c es +at er +Ġf e +Ġbe t +w e +if f +Ġtw o +oc k +Ġb ack +) . +id ent +Ġu nder +rou gh +se l +x t +Ġm ay +rou nd +Ġp o +p h +is s +Ġd es +Ġm ost +Ġd id +Ġad d +j ect +Ġin c +f ore +Ġp ol +on t +Ġag ain +cl ud +ter n +Ġkn ow +Ġne ed +Ġcon s +Ġc o +Ġ . +Ġw ant +Ġse e +Ġ 7 +n ing +i ew +ĠTh is +c ed +Ġe ven +Ġin d +t y +ĠW e +at h +Ġthe se +Ġp r +Ġu se +Ġbec ause +Ġf l +n g +Ġn ow +ĠâĢ ĵ +c om +is e +Ġm ake +Ġthe n +ow er +Ġe very +ĠU n +Ġse c +os s +u ch +Ġe m +Ġ = +ĠR e +i ed +r it +Ġin v +le ct +Ġsu pp +at ing +Ġl ook +m an +pe ct +Ġ 8 +ro w +Ġb u +Ġwhe re +if ic +Ġyear s +i ly +Ġd iff +Ġsh ould +Ġre m +T h +I n +Ġe v +d ay +' re +ri b +Ġre l +s s +Ġde f +Ġr ight +Ġs y +) , +l es +00 0 +he n +Ġth rough +ĠT r +_ _ +Ġw ay +Ġd on +Ġ , +Ġ1 0 +as ed +Ġas s +ub lic +Ġre g +ĠA nd +i x +Ġ very +Ġin clud +ot her +Ġim p +ot h +Ġsu b +ĠâĢ Ķ +Ġbe ing +ar g +ĠW h += = +ib le +Ġdo es +an ge +r am +Ġ 9 +er t +p s +it ed +ation al +Ġb r +Ġd own +Ġman y +ak ing +Ġc all +ur ing +it ies +Ġp h +ic s +al s +Ġde c +at ive +en er +Ġbe fore +il ity +Ġwe ll +Ġm uch +ers on +Ġth ose +Ġsu ch +Ġ ke +Ġ end +ĠB ut +as on +t ing +Ġl ong +e f +Ġth ink +y s +Ġbe l +Ġs m +it s +a x +Ġo wn +Ġpro v +Ġs et +if e +ment s +b le +w ard +Ġsh ow +Ġp res +m s +om et +Ġo b +Ġs ay +ĠS h +t s +f ul +Ġe ff +Ġg u +Ġin st +u nd +re n +c ess +Ġ ent +ĠY ou +Ġgo od +Ġst art +in ce +Ġm ade +t t +st em +ol og +u p +Ġ | +um p +Ġhe l +ver n +ul ar +u ally +Ġa c +Ġm on +Ġl ast +Ġ2 00 +1 0 +Ġst ud +u res +ĠA r +sel f +ar s +mer ic +u es +c y +Ġm in +oll ow +Ġc ol +i o +Ġm od +Ġc ount +ĠC om +he s +Ġf in +a ir +i er +âĢ Ķ +re ad +an k +at ch +e ver +Ġst r +Ġpo int +or k +ĠN ew +Ġs ur +o ol +al k +em ent +Ġus ed +ra ct +we en +Ġs ame +ou n +ĠA l +c i +Ġdiff ere +Ġwh ile +---- ---- +Ġg ame +ce pt +Ġs im +.. . +Ġin ter +e k +Ġre port +Ġpro du +Ġst ill +l ed +a h +Ġhe re +Ġwor ld +Ġth ough +Ġn um +ar ch +im es +al e +ĠS e +ĠI f +/ / +ĠL e +Ġre t +Ġre f +Ġtr ans +n er +ut ion +ter s +Ġt ake +ĠC l +Ġcon f +w ay +a ve +Ġgo ing +Ġs l +u g +ĠA meric +Ġspe c +Ġh and +Ġbet ween +ist s +ĠD e +o ot +I t +Ġe ar +Ġagain st +Ġh igh +g an +a z +at her +Ġex p +Ġo p +Ġin s +Ġg r +Ġhel p +Ġre qu +et s +in s +ĠP ro +is m +Ġf ound +l and +at a +us s +am es +Ġp erson +Ġg reat +p r +Ġs ign +ĠA n +' ve +Ġs omet +Ġs er +h ip +Ġr un +Ġ : +Ġt er +ire ct +Ġf ollow +Ġd et +ic es +Ġf ind +1 2 +Ġm em +Ġc r +e red +e x +Ġex t +ut h +en se +c o +Ġte am +v ing +ou se +as h +at t +v ed +Ġsy stem +ĠA s +d er +iv es +m in +Ġle ad +ĠB l +c ent +Ġa round +Ġgo vern +Ġc ur +vel op +an y +Ġc our +al th +ag es +iz e +Ġc ar +od e +Ġl aw +Ġre ad +' m +c on +Ġre al +Ġsupp ort +Ġ1 2 +.. .. +Ġre ally +n ess +Ġf act +Ġd ay +Ġb oth +y ing +Ġs erv +ĠF or +Ġth ree +Ġw om +Ġm ed +od y +ĠThe y +5 0 +Ġex per +t on +Ġe ach +ak es +Ġc he +Ġc re +in es +Ġre p +1 9 +g g +ill ion +Ġg rou +ut e +i k +W e +g et +E R +Ġm et +Ġs ays +o x +Ġd uring +er n +iz ed +a red +Ġf am +ic ally +Ġha pp +ĠI s +Ġch ar +m ed +v ent +Ġg ener +i ent +p le +i et +re nt +1 1 +v es +pt ion +Ġ2 0 +form ation +Ġc or +Ġoff ic +ie ld +Ġto o +is ion +Ġin f +Ġ Z +t he +o ad +Ġp ublic +Ġpro g +r ic +* * +Ġw ar +Ġp ower +v iew +Ġf ew +Ġl oc +Ġdiffere nt +Ġst ate +Ġhe ad +' ll +Ġp oss +Ġst at +re t +ant s +Ġv al +Ġis s +Ġc le +i vers +an c +Ġex pl +Ġan other +Ġ Q +Ġa v +th ing +n ce +W h +Ġch ild +Ġs ince +i red +l ess +Ġl ife +Ġde velop +itt le +Ġde p +Ġp ass +ã ĥ +Ġt urn +or n +Th is +b ers +ro ss +ĠA d +Ġf r +Ġres p +Ġsec ond +o h +Ġ / +Ġdis c +Ġ & +Ġsomet hing +Ġcomp le +Ġ ed +Ġf il +Ġmon th +a j +u c +Ġgovern ment +Ġwith out +Ġle g +Ġd ist +Ġp ut +Ġqu est +an n +Ġpro t +2 0 +Ġne ver +i ence +Ġle vel +Ġar t +Ġth ings +Ġm ight +Ġeff ect +Ġcont ro +Ġc ent +Ġ1 8 +Ġall ow +Ġbel ie +ch ool +ot t +Ġinc re +Ġfe el +Ġres ult +Ġl ot +Ġf un +ot e +Ġt y +ere st +Ġcont in +Ġus ing +Ġb ig +2 01 +Ġas k +Ġb est +Ġ ) +I N +Ġo pp +3 0 +Ġnum ber +in ess +S t +le ase +Ġc a +Ġm ust +Ġd irect +Ġg l +Ġ < +Ġop en +Ġp ost +Ġcom e +Ġse em +ord ing +Ġwe ek +ate ly +it al +Ġe l +ri end +Ġf ar +Ġt ra +in al +Ġp ri +ĠU S +Ġpl ace +Ġfor m +Ġto ld +" : +ain s +at ure +ĠTr ump +Ġst and +Ġ # +id er +ĠF r +Ġne xt +Ġs oc +Ġp ur +Ġle t +Ġl ittle +Ġh um +Ġ i +r on +1 5 +Ġ1 5 +Ġcomm un +Ġm ark +ĠThe re +Ġw r +ĠTh at +Ġin formation +w ays +Ġb us +a pp +Ġinv est +m e +Ġh ard +ain ed +e ad +Ġim port +Ġapp ro +Ġt est +Ġt ri +Ġre st +os ed +Ġf ull +Ġc are +ĠS p +Ġc ase +O N +Ġs k +Ġl ess +Ġ + +Ġpart ic +ĠP l +ab ly +u ck +is hed +ch n +b e +Ġl ist +at or +Ġto p +Ġad v +ĠB e +ru ct +Ġd em +r ation +l ing +g y +re en +g er +Ġh ome +Ġle ft +Ġbet ter +Ġd ata +Ġ1 1 +Ġatt ack +Ġpro ble +l ine +ard s +Ġbe h +r al +ĠH ow +ĠS he +ar ge +Ġ -- +: // +Ġb ro +ĠP h +at s +Ġbu ild +w w +id ed +a im +as es +en cy +Ġm ain +in ed +Ġinclud ing +Ġ { +Ġg ot +Ġint erest +Ġke ep +Ġ X +Ġe as +ain ing +Ġcl ass +âĢ ¦ +ĠN o +Ġv ar +Ġsm all +amp le +A T +Ġ ide +ĠS o +Ġre ce +Ġpol it +Ġm ov +Ġpl an +Ġper cent +iv ing +Ġc amp +Ġp ay +1 4 +s c +is ed +Ġu nt +one y +pl oy +== == +Ġdid n +ĠI nd +el s +ert ain +Ġp os +__ __ +i ver +Ġpro cess +Ġprog ram +if ied +ĠR ep +1 6 +u ro +olog y +at ter +in a +Ġn ame +ĠA ll +Ġf our +Ġret urn +v ious +b s +Ġcall ed +Ġm ove +ĠS c +ir d +Ġgrou p +Ġb re +Ġm en +Ġc ap +t en +e e +Ġd ri +le g +he re +uth or +Ġp at +Ġcur rent +id es +Ġp op +t o +ent ion +Ġal ways +Ġm il +Ġwom en +Ġ1 6 +Ġo ld +iv en +ra ph +ĠO r +r or +ent ly +Ġn ear +ĠE x +re am +s h +Ġ1 4 +Ġf ree +iss ion +st and +ĠC on +al ity +us ed +1 3 +Ġdes ign +Ġch ange +Ġch ang +Ġb o +Ġv is +em ber +Ġb ook +read y +Ġk ill +2 5 +pp ed +Ġa way +Ġab le +Ġcount ry +Ġcon st +ar n +Ġor der +A R +i or +i um +or th +1 8 +ail able +Ġs w +Ġm illion +Ġ1 3 +at ic +t ed +ĠG o +Ġo per +en g +Ġth ing +aj or +con om +ĠCom m +Ġwh y +u red +ur al +Ġs chool +b y +ĠM ar +Ġa ff +Ġd ays +Ġan n +us h +an e +I f +e g +Ġpro f +Ġhe alth +ou th +B ut +ion al +. , +Ġs ol +Ġal ready +Ġ3 0 +Ġchar act +H e +Ġf riend +E S +i ans +ic le +' d +ĠO n +Ġle ast +Ġp rom +Ġd r +Ġh ist +it her +Ġ est +i qu +1 7 +s on +Ġte ll +Ġt alk +oh n +o int +le ction +A N +Ġunt il +au gh +Ġl ater +Ġ ve +Ġv iew +end ing +iv ed +Ġwor d +w are +Ġc ost +Ġen ough +Ġg ive +ĠUn ited +Ġte chn +are nt +O R +Ġp ar +ĠD r +Ġ201 6 +r ist +er ing +Ġ  +Ġl arge +s ide +ac y +cc ess +Ġw in +Ġimport ant +Ġ19 9 +Ġdoes n +Ġ1 7 +Ġbus iness +Ġcle ar +Ġre se +" , +ur y +Ġe qu +as ter +al f +ĠAmeric an +n ect +Ġex pect +ivers ity +Ġo cc +ĠF l +Ġk ind +Ġme an +Ġp ast +Ġde v +Ġb as +le t +ra ft +Ġor gan +Ġde l +Ġper form +Ġst ory +Ġse ason +ĠC ol +Ġcl aim +Ġc ame +Ġwith in +Ġl ine +Ġpro ject +ĠA t +Ġcontro l +end ed +ĠS y +Ġa ir +iz ation +Ġ * +le y +Ġm oney +id d +Y ou +f or +Ġfam ily +Ġm aking +Ġb it +Ġpol ice +Ġhapp en +Ġ vers +on y +u ff +ĠW hen +Ġs it +ide o +l f +is on +Ġsu re +g in +Ġapp ear +Ġl ight +Ġ es +o f +Ġw ater +Ġt imes +n ot +Ġg row +Ġcomp any +ĠT e +ow s +Ġm ar +our ce +i ol +ar m +b r +Ġex ample +Ġcon c +Ġf ore +ĠT o +p ro +E N +ri es +Ġ2 5 +ĠC an +ne y +Ġact ually +Ġe ver +ur ity +ak en +ap s +Ġt ax +Ġm ajor +am a +Ġof ten +er al +Ġhum an +Ġj ob +is ter +Ġav ailable +oc r +en n +a id +iv id +Ġrec ord +? " +Ġs ing +ĠA m +id ence +Ġnew s +st er +Ġe conom +Ġfollow ing +ĠB r +is ing +Ġh our +m ost +um ent +Ġse x +Ġdes c +Ġbec ome +ĠE d +Ġto ok +Ġha ving +Ġprodu ct +a ult +A s +ar ing +Ġme ans +Ġh op +un e +Ġch o +Ġc ertain +Ġn on +Ġde al +2 4 +le ment +oc i +en e +Ġs ide +ĠP r +ĠM ay +Ġre ason +u ed +c hed +ul ation +Ġe lect +Ġoffic ial +Ġposs ible +Ġh old +and s +ot s +Ġc ity +or ies +Ġse ver +Ġchild ren +Ġon ce +Ġact iv +l er +Ġn ight +it ions +ĠJ ohn +a pe +pl ay +Ġd one +Ġl im +Ġwork ing +ĠP res +or ld +e b +ĠC o +Ġb ody +ail s +ut es +ĠM r +Ġwhe ther +Ġa uthor +ro p +Ġpro per +Ġse en +) ; +Ġf ac +ĠS u +Ġcon d +it ing +Ġcour se +Ġ } +-------- -------- +a ign +Ġev ent +Ġen g +Ġp ot +Ġin tern +i am +Ġsh ort +em pt +ã Ĥ +ĠG od +il ar +8 0 +Ġor ig +I S +our n +ab ility +it ive +Ġd am +Ġ1 00 +Ġp ress +Ġdo ing +Ġprot ect +r ing +Ġthough t +Ġquest ion +re w +ĠW ar +Ġsever al +ĠSt ate +Ġg iven +Ġf und +ĠT w +Ġw ent +an ces +w ork +p or +m y +4 0 +Ġar g +art ment +ust om +Ġpol ic +Ġme et +Ġc reat +2 2 +ĠSt ates +Ġg ames +ra w +ut ure +Ġunder stand +ur s +ĠO b +l ish +s y +Ġm akes +Ġw on +ag on +Ġh tt +Ġl ove +ent ial +Ġcomple te +p ar +ĠI m +A L +Ġacc ount + ł +ore d +ver t +Ġ ident +Ġ201 5 +Ġother s +ĠM in +i ber +ver age +The re +ition al +d d +Ġpro b +Ġyou ng +Ġal ong +Ġacc ording +Ġy et +Ġmem bers +ĠWh at +o id +ĠM an +A nd +Ġam ong +a i +Ġem ploy +ĠR es +Ġ > +Ġinv ol +Ġl ow +a f +ĠC ar +Ġh ig +ĠO ne +ĠS ec +in ation +Ġlike ly +Ġan t +ag ed +ĠR uss +Ġb en +Ġre le +F or +b ack +ĠN ot +Ġpres ident +b all +Ġacc ess +ivid ual +ĠD em +ĠE uro +6 0 +Ġkn own +ir l +ĠG r +Ġear ly +u se +iet y +âĢ ĵ +Ġf ight +Ġs ent +Ġto day +Ġmark et +" . +Ġb ased +Ġstr ong +ur ther +Ġde b +m ber +Ġproble m +Ġde ath +Ġsoc ial +im ate +A S +ort un +Ġcamp aign +er y +C h +Ġe y +i ally +Ġm us +w h +p os +Ġ er +Ġsa f +Ġmonth s +ir on +Ġv iol +Ġf ive +Ġst re +Ġplay ers +in c +al d +y ear +a un +Ġsu ccess +Ġpres ent +ere nce +Ġ201 4 +Ġsu gg +Ġpartic ular +Ġtr y +Ġsugg est +ĠCh rist +on es +Ġpri v +2 3 +Ġc rit +Ġl and +Ġloc al +if y +2 9 +Ġa ut +E D +ĠG u +Ġm ult +Ġpolit ical +Ġask ed +Ġfor mer +it ter +ri pt +Ġcl ose +Ġp ract +ĠY ork +Ġget ting +Ġac ross +Ġcom b +Ġbelie ve +Ġ z +Ġto get +Ġtoget her +ĠC ent +ir c +Ġind ividual +ĠM c +2 7 +is k +ĠE ng +Ġf ace +Ġ2 4 +Ġval ue +Ġare a +e v +Ġw rit +ĠPres ident +Ġv ot +Ġke y +Ġm om +p ut +Ġany thing +Ġexper ience +att le +Ġm ind +a ff +om m +Ġf uture +g ed +Ġc ut +Ġto t +it ch +Ġv ideo +Ġinvest ig +Ġn et +ĠM y +r ict +i en +. ) +Ġimp ro +th ough +ward s +Ġcon nect +ĠM ed +sel ves +ens ive +m b +o ber +at ors +A n +Ġ5 0 +Ġre du +res ent +Ġab ove +Ġf re +ĠEuro pe +s w +Ġam ount +ĠA pp +Ġe ither +Ġmil it +Ġan al +Ġf ail +ĠE n +al es +Ġspec ial +Ġbl ack +I T +c her +Ġlook ing +Ġf ire +y n +Ġal most +o on +Ġstud y +Ġm iss +c hes +ro wn +Ġt re +Ġcommun ity +Ġmed ia +Ġf ood +Ġcom es +ĠUn iversity +Ġsing le +Wh at +u ly +Ġh alf +ag ue +h od +ĠRep ublic +Ġstart ed +Ġqu ick +ot o +b ook +Ġiss ue +it or +Ġel se +Ġcons ider +2 6 +ro du +Ġt aken +2 8 +9 9 +ĠW ith +Ġtr ue +Ġw a +Ġtr ad +Ġag o +Ġm ess +ie f +Ġadd ed +o ke +Ġb ad +Ġf av +3 3 +Ġsim ilar +as k +ĠD on +Ġcharact er +ort s +ĠH ouse +Ġreport ed +Ġty pe +v al +i od +ĠHow ever +Ġt arg +Ġent ire +pp ing +Ġhist ory +Ġl ive +ff ic +.... .... +ed eral +Ġtr ying +Ġdisc uss +ĠH ar +ac es +l ished +Ġse lf +os p +re st +Ġro om +el t +Ġf all +ol ution +Ġe t +Ġ x +Ġis n +Ġide a +b o +Ġs ound +ĠD ep +Ġsome one +ci ally +ull y +Ġf oc +Ġob ject +if t +ap er +Ġplay er +Ġr ather +Ġserv ice +as hing +ĠD o +ĠP art +ru g +m on +p ly +Ġm or +Ġnot hing +Ġprov ide +I C +un g +Ġpart y +Ġex ist +Ġm ag +7 0 +Ġr ul +Ġh ouse +Ġbeh ind +Ġhow ever +ĠW orld +Ġs um +Ġapp lic +Ġ ; +Ġfun ction +g r +ĠP ol +Ġfr ont +2 00 +Ġser ies +Ġt em +Ġty p +ill s +Ġo pt +Ġpoint s +Ġbel ow +itt ed +Ġspec ific +Ġ201 7 +um b +Ġr a +Ġpre vious +Ġpre t +re me +Ġc ustom +Ġcour t +ĠM e +Ġre pl +Ġwho le +g o +c er +Ġt reat +ĠA ct +Ġprob ably +Ġle arn +end er +ĠA ss +Ġvers ion +n ow +Ġche ck +ĠC al +R E +min ist +O n +our ces +Ġben ef +Ġd oc +Ġdet er +Ġen c +Ġsu per +Ġadd ress +Ġv ict +Ġ201 3 +Ġme as +t r +Ġf ield +W hen +Ġsign ific +u ge +Ġfe at +Ġcomm on +l oad +Ġbe gin +Ġbr ing +Ġa ction +er man +Ġdesc rib +Ġind ust +Ġwant ed +ri ed +m ing +Ġatt empt +4 5 +f er +Ġd ue +ress ion +# # +Ġsh all +Ġs ix +o o +Ġst ep +Ġp ub +Ġhim self +Ġ2 3 +Ġc op +Ġd est +Ġst op +A C +ib ility +Ġl ab +ic ult +Ġhour s +Ġcre ate +Ġf urther +ĠAmeric a +ĠC ity +Ġd ou +he ad +S T +ĠN orth +c ing +Ġn ational +u le +ĠIn st +Ġt aking +ĠQ u +ir t +Ġre d +Ġrese arch +v iron +ĠG e +Ġbre ak +an a +Ġsp ace +ater ial +Ġrec ent +ĠA b +Ġgener al +Ġh it +Ġper iod +Ġevery thing +ive ly +Ġph ys +Ġsay ing +an ks +Ġc ou +Ġc ult +ac ed +e al +u ation +Ġc oun +l u +Ġinclud e +Ġpos ition +ĠA fter +ĠCan ad +ĠE m +Ġim m +ĠR ed +Ġp ick +Ġcom pl +Ġm atter +re g +e xt +ang u +is c +o le +a ut +Ġcomp et +e ed +f ect +Ġ2 1 +ĠS en +ĠThe se +as ing +Ġcan not +Ġin it +Ġrel ations +ac hed +Ġb ar +Ġ4 0 +ĠT H +Ġ201 2 +Ġv ol +Ġg round +Ġsec urity +Ġup d +il t +3 5 +Ġconc ern +ĠJ ust +Ġwh ite +Ġseem s +ĠH er +pe cially +i ents +Ġann oun +Ġf ig +ight s +Ġst ri +l ike +id s +Ġs us +Ġw atch +Ġ â +Ġw ind +ĠC ont +Ġit self +Ġm ass +A l +y le +iqu e +ĠN ational +Ġab s +Ġp ack +Ġout side +Ġan im +Ġp ain +et er +Ġman ag +du ct +og n +Ġ ] +ĠSe pt +se c +o ff +ĠJ an +Ġf oot +ad es +Ġth ird +Ġm ot +Ġev idence +int on +Ġth reat +a pt +pl es +c le +Ġl o +Ġde cl +Ġit em +med i +Ġrep resent +om b +am er +Ġsignific ant +og raph +s u +Ġc al +i res +00 00 +I D +A M +Ġsim ply +Ġlong er +Ġf ile +O T +c he +S o +ate g +or g +ĠH is +Ġen er +Ġd om +Ġup on +il i +": " +Ġthem selves +Ġcom ing +Ġqu ite +Ġdiff icult +ĠB ar +il ities +re l +end s +c ial +6 4 +Ġwom an +ra p +y r +Ġne cess +ip s +Ġte xt +Ġrequ ire +Ġmilit ary +Ġre view +Ġresp ons +7 5 +Ġsub ject +Ġinst ead +Ġiss ues +Ġg en +" ," +Ġmin utes +Ġwe ap +r ay +am ed +t ime +b l +H ow +Ġc ode +ĠS m +Ġhig her +ĠSt e +r is +Ġp age +Ġstud ents +ĠIn tern +Ġmet hod +ĠA ug +ĠP er +ĠA g +Ġpolic y +ĠS w +Ġex ec +Ġac cept +um e +rib ut +Ġword s +Ġfin al +Ġchang es +ĠDem ocr +Ġfriend s +Ġres pect +Ġe p +Ġcomp an +iv il +Ġdam age +** ** +og le +viron ment +Ġne g +ent al +Ġa p +Ġtot al +iv al +! " +l im +Ġneed s +Ġag re +Ġdevelop ment +Ġa ge +ip le +2 1 +Ġresult s +ĠA f +S h +Ġg un +ĠOb ama +ro ll +Ġ @ +Ġright s +ĠB rit +Ġrun ning +Ġwas n +Ġp ort +Ġr ate +Ġpret ty +Ġtarg et +Ġsa w +Ġc irc +Ġwor ks +ic ro +al t +o ver +ww w +Th at +l ier +Ġevery one +ud e +Ġp ie +idd le +ra el +Ġr ad +Ġbl ock +Ġw alk +T o +ã ģ +n es +ĠA ust +a ul +ro te +ĠS outh +ess ion +op h +Ġshow s +Ġs ite +Ġj o +Ġr isk +cl us +l t +Ġin j +id ing +ĠS pe +Ġch all +ir m +Ġ2 2 +itt ing +st r +Ġh y +L E +ke y +Ġbe gan +at ur +ashing ton +l am +ĠD av +b it +Ġs ize +ĠP ar +3 8 +ourn al +f ace +Ġdec ision +Ġl arg +Ġj ud +re ct +Ġcontin ue +ĠO ct +ove red +ĠI nt +==== ==== +Ġp arent +ĠW ill +Ġeas y +Ġd rug +ang er +Ġs ense +Ġd i +id ay +Ġener gy +ist ic +Ġass oci +ar ter +ob al +e ks +ĠE l +ur ch +Ġg irl +o e +it le +Ġ2 8 +ĠC he +Ġrequ est +Ġso on +Ġh ost +k y +Ġst ates +om es +Ġm aterial +le x +Ġmom ent +Ġan sw +on se +Ġes pecially +Ġn orm +Ġserv ices +p ite +r an +Ġro le +4 4 +) : +Ġc red +C l +____ ____ +Ġm at +Ġl og +ĠCl inton +O U +Ġoff ice +Ġ2 6 +Ġch arg +Ġtr ack +m a +Ġhe art +Ġb all +Ġperson al +Ġbuild ing +n a +s et +b ody +ĠBl ack +Ġincre ase +itt en +Ġneed ed +3 6 +3 2 += " +Ġl ost +Ġbec ame +Ġgrou ps +ĠM us +Ġw rote +ĠP e +Ġpro p +j oy +à © +ĠWh ite +Ġde ad +. ' +Ġhtt p +Ġwe bs +O S +Ġins ide +Ġwr ong +Ġstat ement +Ġ ... +y l +Ġfil m +Ġmus ic +Ġsh are +ific ation +Ġre lease +Ġfor ward +Ġst ay +Ġcomp ut +it te +s er +Ġorig inal +Ġc ard +Ġc and +Ġd iv +at ural +Ġfav or +O M +Ġc ases +us es +Ġse ction +Ġle ave +g ing +ov ed +ĠW ashington +3 9 +ĠG l +Ġrequ ired +act ion +ap an +o or +it er +ĠK ing +Ġcount ries +ĠG erman +ll ing +Ġ2 7 +3 4 +Ġquest ions +Ġpr im +Ġc ell +Ġsh oot +Ġany one +ĠW est +Ġaff ect +ep end +Ġon line +ĠIs rael +ĠSept ember +Ġab ility +Ġcont ent +is es +Ġre ve +Ġl aun +Ġind ic +Ġfor ce +c ast +Ġso ld +av ing +f l +Ġso ft +Ġcompan ies +ce ed +Ġart icle +Ġa ud +Ġre v +Ġed uc +Ġplay ing +0 5 +Ġhe ld +ct or +Ġrele ased +Ġf ederal +3 7 +Ġad minist +Ġinter view +Ġinst all +Ġrece ived +Ġs ource +u k +P h +Ġser ious +Ġcre ated +Ġc ause +Ġim medi +Ġdef in +u el +ĠDep artment +ct ions +ĠC our +ĠN ow +z e +it es +it ution +Ġl ate +Ġspe ak +n ers +Ġleg al +ar i +ĠC or +Ġwe eks +Ġmod el +Ġp red +Ġex act +B C +ĠB y +IN G +os ing +Ġt akes +Ġreg ard +Ġopp ortun +Ġpr ice +Ġ19 8 +ĠA pr +f ully +Ġor d +Ġproble ms +ru ction +h am +ĠC ount +le ge +Ġlead ers +E T +le v +Ġde ep +olog ical +es e +h aps +ĠS ome +Ġp ers +Ġcont ract +Ġrelations hip +s p +ou d +Ġb ase +4 8 +m it +A d +anc ial +Ġcons um +Ġpot ential +Ġl angu +re m +et h +Ġrel ig +ress ed +6 6 +Ġl ink +Ġl ower +ay er +ĠJ une +Ġf em +un t +er c +ur d +Ġcont act +Ġ ill +Ġm other +Ġest ab +h tt +ĠM arch +ĠB ro +ĠCh ina +Ġ2 9 +Ġs qu +Ġprov ided +Ġa verage +as ons +Ġ201 1 +Ġex am +l in +5 5 +n ed +Ġper fect +Ġt ou +al se +u x +Ġbu y +Ġsh ot +Ġcol lect +Ġph ot +Ġplay ed +Ġsur pr +Ġofficial s +Ġsim ple +av y +Ġindust ry +Ġhand s +g round +Ġp ull +Ġr ound +Ġus er +Ġr ange +u ary +Ġpriv ate +op s +e es +Ġw ays +ĠM ich +Ġve h +Ġex cept +Ġter ms +im um +pp er +I ON +ore s +ĠDr agon +ou l +Ġd en +Ġperform ance +Ġb ill +c il +4 7 +Ġen vironment +Ġex c +ad d +Ġwor th +Ġp ict +Ġch ance +Ġ201 8 +b or +Ġspe ed +ict ion +Ġal leg +ĠJ apan +at ory +re et +Ġm atch +ĠI I +Ġst ru +ord er +Ġst e +Ġl iving +Ġst ruct +in o +Ġse par +her n +Ġresp onse +Ġen joy +Ġv ia +A D +um ents +ace book +Ġmem ber +ib r +iz ing +Ġto ol +ĠM on +ĠWh ile +h ood +ĠA ng +ĠD ef +Ġoff er +T r +a ur +Ġturn ed +ĠJ uly +d own +an ced +Ġrec ently +ĠE ar +Ġc e +ĠSt ar +ĠC ong +rough t +Ġbl ood +Ġhop e +Ġcom ment +ain t +Ġar ri +il es +Ġpartic ip +ough t +ri ption +0 8 +4 9 +Ġg ave +Ġse lect +Ġkill ed +sy ch +Ġgo es +i j +Ġc oll +Ġimp act +at ives +ĠS er +0 9 +ĠAug ust +Ġb oy +d e +ĠD es +Ġf elt +U S +Ġexpect ed +Ġim age +ĠM ark +cc ording +o ice +E C +ĠM ag +en ed +h old +ĠP ost +Ġpre vent +N o +Ġinvol ved +Ġey es +Ġquick ly +A t +un k +Ġbeh av +Ġ ur +Ġl ed +c ome +e y +Ġcand id +Ġear lier +Ġfoc us +et y +P ro +led ge +ix ed +ill ed +Ġpop ular +A P +Ġset t +l ight +Ġvar ious +in ks +Ġlevel s +Ġro ad +ell ig +ab les +he l +itte e +ĠG ener +y pe +Ġhe ard +ic les +Ġm is +Ġus ers +ĠS an +Ġimpro ve +Ġf ather +Ġse arch +The y +v il +Ġprof ess +Ġkn ew +Ġl oss +Ġev ents +6 5 +Ġb illion +0 7 +0 2 +ĠNew s +ĠA M +Ġco ver +w here +ens ion +Ġb ott +Ġare as +en ces +op e +ĠTw itter +a el +Ġget s +ĠGo ogle +Ġs n +i ant +Ġv ote +Ġnear ly +Ġinclud ed +Ġrec ogn +z z +m m +al ed +Ġhappen ed +0 4 +Ġh ot +Ġwho se +Ġc ivil +Ġsu ff +o es +it iz +ĠSy ri +Ġresp ond +Ġh on +Ġfeat ures +Ġeconom ic +ĠApr il +r im +Ġtechn ology +Ġo ption +ag ing +Ġpur ch +R e +Ġl at +ch ie +is l +Ġrec omm +u f +Ġtr aining +Ġeffect s +Ġf ast +Ġ201 0 +Ġocc ur +Ġwebs ite +Ġem ail +Ġs ens +e ch +Ġo il +Ġinf lu +Ġcurrent ly +ĠS ch +ĠAd d +Ġgo al +Ġsc ient +Ġcon v +1 00 +em y +Ġdec ided +Ġtra vel +Ġm ention +L L +0 3 +Ġe lection +Ġph one +Ġlook s +Ġsit uation +Ġc y +Ġh or +b ed +ĠCour t +a ily +av es +Ġqu ality +ĠCom p +w ise +Ġt able +Ġst aff +ĠW ind +et t +Ġtri ed +ide red +Ġadd ition +Ġb ox +Ġl ack +ar ily +Ġw ide +Ġm id +Ġbo ard +ys is +Ġant i +h a +Ġd ig +en ing +Ġd ro +C on +6 8 +Ġsl ow +b ased +se qu +Ġp ath +E x +ak er +Ġwork ed +Ġp en +Ġeng ine +Ġlook ed +ĠSu per +ĠS erv +Ġvict im +U n +Ġproper ty +Ġint rodu +Ġexec ut +ĠP M +L e +Ġcol or +ĠM ore +Ġ6 0 +Ġnet work +Ġd ate +c ul +id ge +Ġext ra +3 1 +Ġs le +6 7 +Ġw ond +Ġreport s +j ust +ĠAust ral +Ġcap ital +Ġen s +Ġcomm and +Ġallow ed +Ġpre p +Ġca pt +h ib +Ġnum bers +ch an +Ġf air +m p +om s +Ġre ach +W ith +t ain +Ġbro ad +Ġcou ple +ec ause +ly ing +ĠF eb +Ġsc reen +Ġl ives +Ġpri or +ĠCong ress +A r +Ġappro ach +Ġe mer +ar ies +ĠD is +s erv +ĠN e +Ġbu ilt +c ies +Ġre pe +Ġrul es +for ce +ĠP al +Ġfin ancial +Ġcons idered +ĠCh ar +n ces +ĠI S +Ġb rought +Ġb i +i ers +ĠS im +O P +Ġproduct s +Ġvis it +Ġdoc ument +Ġcon duct +Ġcomplete ly +in ing +ĠCal if +ib ly +Ġwr itten +ĠT V +em ents +Ġd raw +O ne +Ġpub lished +Ġsec ret +r ain +he t +ĠF acebook +ond ay +ĠU p +Ġsex ual +Ġth ous +ĠP at +Ġ ess +Ġstand ard +Ġar m +g es +ect ion +Ġf ell +Ġfore ign +an i +ĠFr iday +Ġreg ular +in ary +Ġincre ased +Ġus ually +Ġdem on +Ġd ark +Ġadd itional +ro l +ĠO f +Ġprodu ction +! ! +und red +Ġintern ational +id ents +ĠF ree +rou p +Ġr ace +Ġm ach +Ġh uge +A ll +le ar +ove mber +Ġto wn +Ġatt ention +ĠO ff +y ond +ĠThe n +f ield +Ġter ror +ra z +ĠB o +Ġmeet ing +ĠP ark +Ġar rest +Ġf ear +Ġa w +ĠV al +or ing +' , +Ġext reme +ar r +Ġwork ers +A fter +Ġ3 1 +n et +am ent +Ġdirect ly +Ġpop ulation +ub e +ĠOct ober +ĠI N +ĠJan uary +5 9 +ĠDav id +Ġc ross +ce mber +ĠF irst +Ġmess age +ir it +Ġn ation +Ġp oll +is ions +Ġansw er +n y +is ode +Ġcar ry +ĠRuss ia +Ġhe ar +eng th +ro y +Ġn atural +in ally +Ġdo g +m itted +Ġtr ade +Ġsub st +Ġmult iple +ĠAf ric +Ġf ans +Ġs ort +Ġgl obal +ic ation +ĠW ed +ar a +Ġa chie +Ġlangu age +ve y +Ġt al +Ġnecess ary +Ġdet ails +Ġs en +ĠS und +ĠRe g +ĠR ec +0 6 +Ġs il +ress ive +Ġmed ical +un ch +orn ia +Ġu nd +f ort +oc ks +ĠM onday +ues day +c raft +7 7 +ur t +Ġ ver +ĠH ill +Ġrece ive +Ġmor ning +es tern +Ġb ank +Ġs at +ir th +ĠH igh +Ġdev ice +ĠTH E +ĠCent er +Ġsaf e +Ġp le +ĠCanad a +Ġsystem s +Ġass ist +Ġsur v +Ġb attle +ĠS oc +vert is +S he +Ġp aper +Ġgrow th +Ġc ast +S c +Ġpl ans +ll ed +Ġpart s +Ġw all +Ġmove ment +Ġpract ice +im ately +Ġdis play +Ġsomet imes +om p +ĠP aul +ĠY es +k ing +5 8 +o ly +Ġs on +Ġav oid +ok es +ĠJ ew +Ġto wards +as c +Ġ // +ĠK ore +Ġtalk ing +Ġcor rect +Ġsp ent +ic ks +i able +e ared +Ġter m +Ġwant s +om ing +Ġ ut +Ġdou b +Ġfor ces +Ġp lease +6 9 +ĠN ovember +at form +ond on +Ġon es +Ġimmedi ately +ĠRuss ian +ĠM et +Ġde g +Ġparent s +C H +ĠAmeric ans +al y +ĠM od +Ġsh own +Ġcond itions +Ġst uff +Ġre b +ĠY our +Ġinclud es +n own +ĠS am +Ġexper ien +m ission +ĠE ven +augh t +Ġannoun ced +ĠRepublic an +Ġdeter min +Ġdescrib ed +ĠCount y +( ) +Ġdo or +Ġchang ed +Ġne igh +ĠH ere +Ġcle an +Ġp an +ĠDe cember +ĠEurope an +ir ing +ap ter +Ġcl ub +ĠT uesday +Ġp aid +ĠN et +Ġattack s +Ġcharact ers +Ġal one +Ġdirect or +d om +Ġ3 5 +Ġl oad +Ġr out +ĠCalif ornia +Ġfin ally +Ġr ac +Ġcont r +Ġexact ly +res h +p ri +ĠIs lam +Ġn ature +Ġcare er +Ġlat est +Ġcon vers +ĠS l +p ose +ci ent +ĠIn c +iv ity +8 8 +ĠA tt +ĠM or +nes day +Ġwe ight +k en +Ġnot e +Ġteam s +Ġ \ +air s +ĠG reen +Ġh undred +on ent +Ġstre ng +Ġcons ist +ic ated +Ġreg ul +Ġl ic +ast ic +Ġt en +urs day +ellig ence +ous ly +ĠU K +B I +Ġcost s +Ġind epend +ĠA P +Ġnorm al +Ġh om +Ġob vious +Ġs we +Ġst ar +Ġread y +ac her +Ġimp lement +g est +Ġs ong +ĠG et +ĠL ab +Ġinterest ing +us ing +Ġg iving +ĠSund ay +Ġet c +Ġm iddle +Ġrem ember +r ight +os ition +ut ions +Ġm ax +4 6 +Ġyour self +Ġdem and +Ġtreat ment +Ġd anger +ĠC ons +Ġgu y +ĠBrit ish +Ġphys ical +Ġrel ated +Ġrem ain +Ġcould n +Ġref er +Ġc itiz +b ox +EN T +bo ard +Ġin n +I G +er o +ĠSt reet +osp ital +ren ch +cher s +Ġst ra +O L +ag er +ĠA N +Ġeas ily +I A +en ge +in y +Ġcl os +ock ed +Ġus es +ĠC oun +I m +u ild +? ? +m ore +Ġan g +Ġwr ite +ol ute +5 7 +Ġlead er +Ġread ing +< / +Ġaut om +est s +4 3 +Ġleg isl +ĠG old +Ġdesign ed +ĠS T +ĠLe g +a res +Ġbe aut +ĠT ex +Ġappear s +Ġstru gg +ĠR om +Ġ 00 +Ġcho ice +Ġparticular ly +ĠF rom +op er +ĠL ondon +ann ed +Ġallow s +ob ile +Ġdiffere nce +âĢ ¢ +ĠV iew +ĠWed nesday +Ġal though +Ġrel ative +Ġapplic ation +ate ver +Ġare n +Ġmy self +Ġim ag +Ġdis e +Ġsoc iety +Ġfre qu +ĠEng lish +Ġpo or +ĠD ay +Ġwrit ing +Ġse ven +Ġstart ing +Ġb ud +Ġpr int +ĠTr ans +uf act +ĠSt ud +n ew +Ġcr im +Ġg ives +Ġco ol +a e +i ance +ĠGener al +Ġthink ing +Ġsa ve +Ġlim ited +ĠPart y +Ġmean ing +p en +ow ers +ĠJ ack +E M +Ġn ice +ru pt +Ġg as +Ġe ight +Ġfe et +Ġeff ort +Ġ ign +ic it +B l +co in +Ġop in +Ġbr ain +Wh ile +he st +ĠTh ursday +Ġwould n +augh ter +Ġtou ch +le ments +Ġstud ies +Ġcent er +c ont +or ge +Ġcomput er +Ġinvestig ation +P l +or ks +Ġ200 8 +Ġincre asing +Ġst ore +Ġcom ments +Ġb al +m en +Ġdo ll +Ġl iber +Ġw ife +Ġlaw s +atur day +it ness +Ġmod ern +ĠS k +Ġadminist ration +Ġopportun ity +Ġs al +Ġpower ful +M y +Ġclaim s +ĠEar th +ord s +Ġt itle +Ġes c +n ame +N ot +om en +Ġbe yond +Ġc amer +Ġse ll +it ute +ear ch +Ġapp l +im ent +4 2 +ĠAr t +Ġun f +Ġviol ence +ur g +ĠE ast +Ġcomp ared +Ġopt ions +Ġthrough out +Ġv s +ig r +. [ +ac hes +7 8 +Ġfil es +F L +E L +ar ian +ĠJ ames +ĠA ir +an ch +Ġdet ail +Ġpie ce +P S +Ġn amed +Ġeduc ation +Ġdri ve +Ġitem s +Ġstud ent +ic ed +: : +ic o +Ġth row +Ġsc ene +Ġcomple x +Ġ200 9 +Ġpre c +ĠB re +7 9 +Ġcon cept +Ġstat us +am ing +Ġd ied +Ġknow ledge +Ġbegin ning +O D +ru ary +Ġcertain ly +Ġgu ys +Ġsl ight +in n +ound s +Ġf ine +Ġf at +ic ations +Ġper haps +ĠA nt +Ġinc ome +Ġhtt ps +Ġmajor ity +port s +st on +Ġgreat er +Ġfe ed +ent ially +Ġsaf ety +Ġun ique +and om +Ġg one +Ġshow ed +Ġhist or +Ġcoun ter +i us +id a +Ġlead ing +i pe +Ġs end +ĠDon ald +er ve +Ġdef ense +ines e +Ġy es +ĠF ire +ĠMus lim +ra q +Ġcontin ued +os h +Ġprov ides +Ġpr ison +ĠP re +Ġhapp y +Ġeconom y +Ġtr ust +ag s +ĠG ame +Ġweap ons +um an +ĠC le +it ation +Ġanal ysis +ĠT imes +Ġsc ience +- > +Ġfig ure +Ġdis app +ent y +Ġsoft ware +Ġu lt +Ġoffic ers +N ew +I s +Ġrem ains +ĠInd ia +Ġp sych +ri ef +Ġc at +es c +Ġob serv +Ġst age +ĠD ark +Ġent er +ch ange +Ġpass ed +Ġdes pite +ĠO ut +Ġmov ie +r s +Ġv oice +m ine +ĠPl ay +Ġto ward +ĠT er +Ġreg ion +Ġval ues +or ters +Ġm ount +Ġoffic er +ĠO ther +b an +Ġh ous +w ood +ro om +I V +ĠS un +se e +ĠO ver +ro g +9 0 +Ġl ay +ĠT ur +a wn +Ġpress ure +ĠS ub +Ġbook s +ed om +ĠS and +A A +ag o +Ġre asons +f ord +Ġactiv ity +U T +N ow +ĠSen ate +ce ll +n ight +Ġcall s +in ter +Ġlet ter +ĠR ob +ĠJ e +Ġcho ose +ĠL aw +G et +B e +Ġro b +Ġtyp es +Ġpl atform +Ġqu arter +R A +ĠT ime +Ġmay be +ĠC r +9 5 +p re +Ġmov ing +Ġl if +Ġgo ld +Ġs om +Ġpat ients +Ġtr uth +ĠK e +ur ance +ant ly +m ar +Ġchar ge +ĠG reat +Ġce le +---------------- ---------------- +Ġro ck +ro id +an cy +Ġcred it +a ud +B y +ĠE very +Ġmov ed +ing er +rib ution +Ġn ames +Ġstra ight +ĠHe alth +ĠW ell +Ġfe ature +Ġr ule +Ġsc he +in ated +ĠMich ael +ber g +4 1 +il ed +b and +Ġcl ick +ĠAng el +on ents +Â Ń +ĠI raq +ĠS aturday +Ġa ware +p art +Ġpat tern +O W +ĠL et +Ġgr ad +ign ed +Ġassoci ated +Ġst yle +n o +i ation +a ith +il ies +Ġst ories +ur ation +Ġindividual s +ĠâĢ ¦ +m iss +ĠAss oci +ish ing +ab y +Ġsum mer +ĠB en +Ġ3 2 +Ġar ch +ut y +ĠTex as +h ol +Ġfull y +Ġm ill +Ġfollow ed +ĠB ill +ĠInd ian +ĠSec ret +ĠB el +ĠFeb ruary +Ġjob s +Ġseem ed +ĠGo vern +i pped +Ġreal ity +Ġl ines +Ġp ark +Ġmeas ure +ĠO ur +I M +Ġbro ther +Ġgrow ing +Ġb an +Ġest im +Ġc ry +ĠS chool +Ġme chan +ĠO F +ĠWind ows +Ġr ates +ĠO h +Ġpos itive +Ġcult ure +ist ics +ic a +Ġh ar +y a +ite ly +i pp +Ġm ap +en cies +ĠWill iam +I I +ak ers +5 6 +ĠM art +ĠR em +Ġal tern +it ude +Ġco ach +row d +D on +Ġk ids +Ġj ournal +Ġcor por +Ġf alse +Ġwe b +Ġsle ep +Ġcont ain +Ġst o +Ġb ed +iver se +ĠR ich +ĠCh inese +Ġp un +Ġme ant +k nown +Ġnot ice +Ġfavor ite +a ven +Ġcond ition +Ġpur pose +) ) +Ġorgan ization +Ġchall eng +Ġman ufact +Ġsus p +ĠA c +Ġcrit ic +un es +uc lear +Ġm er +vent ion +Ġ8 0 +Ġm ist +ĠU s +ĠT or +htt p +ol f +Ġlarg er +Ġadv ant +Ġrese ar +Ġact ions +m l +Ġke pt +Ġa im +, ' +c ol +Ġbenef its +if ying +Ġact ual +ĠIntern ational +Ġveh icle +Ġch ief +Ġeff orts +ĠLe ague +ĠM ost +Ġwa it +Ġad ult +Ġover all +Ġspe ech +Ġhigh ly +Ġfem ale +Ġer ror +Ġeffect ive +5 4 +Ġenc our +w ell +Ġfail ed +Ġcons erv +Ġprogram s +Ġt rou +Ġa head +5 00 +vertis ement +I P +ĠF ound +p ir +Ġ % +Ġcr ime +and er +Ġloc ation +ĠI ran +Ġbehav ior +az ing +Ġr are +Ġem b +Ġca used +Ġsh ip +Ġact ive +Ġcont ribut +Ġg reen +Ġac qu +Ġref lect +ven ue +Ġf irm +Ġb irth +] . +Ġclear ly +Ġem ot +Ġag ency +ri age +Ġmem ory +9 8 +S A +ĠSe e +ac ing +C C +Ġbig gest +Ġr ap +Ġbas ic +Ġb and +e at +Ġsus pect +ĠM ac +Ġ9 0 +m ark +ist an +Ġsp read +am s +k i +as y +ra v +ĠR ober +Ġdemon str +r ated +Ġabs olute +Ġpl aces +Ġim pl +ibr ary +Ġc ards +Ġdest roy +Ġv irt +ve re +Ġapp eared +y an +p oint +Ġbe g +Ġtem per +s pe +ant ed +ear s +ĠD irect +Ġl ength +Ġbl og +am b +Ġint eg +Ġres ources +ac c +if ul +Ġsp ot +Ġfor ced +Ġthous ands +ĠMin ister +Ġqu al +ĠF rench +at ically +Ġgener ally +Ġdr ink +Ġth us +I L +od es +Ġappro pri +ĠRe ad +Ġwh om +Ġey e +Ġcol lege +Ġ4 5 +ire ction +Ġens ure +Ġapp arent +id ers +Ġrelig ious +Ġmin or +ol ic +Ġt ro +ĠWh y +rib ute +m et +Ġprim ary +Ġdevelop ed +Ġpe ace +Ġsk in +st e +av a +Ġbl ue +Ġfam ilies +Ġ ir +Ġapp ly +Ġin form +ĠSm ith +C T +i i +Ġlim it +Ġres ist +........ ........ +um n +Ġconf lic +Ġtw e +ud d +ĠT om +Ġl iter +qu e +b on +Ġha ir +Ġevent ually +Ġp us +Ġhelp ed +Ġag g +or ney +ĠApp le +Ġf it +ĠS ur +Ġpre m +Ġs ales +Ġsecond s +Ġstreng th +Ġfeel ing +¿ ½ +Ġt our +Ġknow s +o om +Ġex erc +Ġsom ew +ï ¿½ +> > +Ġsp okes +Ġide as +Ġreg ist +so ft +ĠD el +ĠP C +Ġpro pos +Ġlaun ch +Ġbott om +T H +ĠP lease +v est +it z +ĠIn ter +Ġsc ript +Ġr at +ar ning +Ġ il +ĠJ er +ĠA re +Ġwh atever +ok en +ci ence +Ġmod e +Ġag ree +Ġs ources +Ġinit ial +Ġrest rict +Ġwond er +us ion +## ## +ĠS il +vil le +Ġb urn +t w +as ion +Ġ £ +Ġn or +u ing +Ġre ached +Ġs un +Ġc ateg +ig ration +Ġc ook +Ġprom ot +Ġm ale +Ġcl imate +Ġf ix +Ġalleg ed +U R +all ed +Ġim ages +C ont +ot a +Ġschool s +i os +Ġd rop +Ġst ream +ĠM o +Ġprevious ly +al ing +Ġp et +Ġdou ble +Ġ( @ +ann el +Ġdef ault +t ies +Ġr ank +ĠD ec +ĠCoun cil +Ġweap on +Ġst ock +Ġanal y +ĠSt r +Ġpict ure +ĠPol ice +f erence +Ġcent ury +Ġcitiz ens +Ġon to +Ġexp and +Ġhe ro +ĠS ol +Ġw ild +Ġupd ate +Ġcustom ers +r ont +d ef +Ġl ik +Ġcrim inal +ĠChrist ian +S P +7 6 +Ġle aving +Ġother wise +ĠD ist +Ġbas is +5 2 +5 3 +ic ip +ĠB er +Ġrecomm end +Ġfl oor +Ġc rowd +ol es +Ġ7 0 +Ġcent ral +ĠE v +Ġd ream +Ġdown load +Ġconf ir +ĠTh om +Ġwind ow +Ġhapp ens +Ġun it +Ġt end +Ġs pl +Ġbec omes +Ġfight ing +Ġpred ict +ĠP ress +ĠP ower +Ġhe avy +ak ed +Ġf an +or ter +ate gy +B A +iz es +Ġsp end +H ere +Ġ200 7 +Ġad op +ĠH am +Ġfoot ball +ĠP ort +od ay +5 1 +amp ions +Ġtrans fer +h t +Ġ3 8 +ter m +ac ity +Ġb ur +] , +tern al +r ig +b ut +Ġthere fore +ĠB ecause +res p +re y +Ġm ission +S ome +Ġnot ed +Ġass um +Ġdise ase +Ġed it +Ġprog ress +r d +ĠB rown +oc al +Ġadd ing +Ġra ised +ĠAn y +Ġt ick +Ġsee ing +ĠPe ople +Ġagre ement +Ġser ver +Ġw at +Ġdeb ate +Ġsupp osed +il ing +Ġlarg est +Ġsuccess ful +ĠP ri +ĠDemocr atic +Ġj ump +ĠSyri a +Ġown ers +Ġoff ers +Ġshoot ing +Ġeff ic +se y +Ġha ven +ver se +te red +ĠL ight +im al +ĠB ig +Ġdef end +Ġbe at +Ġrecord s +% ) +Ġsc en +Ġemploy ees +Ġdev ices +he m +Ġcom mer +ĠM ex +Ġbenef it +ĠPro f +Ġil leg +Ġsur face +ĠAl so +Ġh arm +ing ly +w ide +ĠA lex +Ġsh ut +ĠC ur +Ġl ose +p m +Ġchall enge +se mb +Ġst ation +Ġint elligence +Ġacc ur +ĠFl or +Ġrequ ires +ĠM al +b um +Ġh ospital +Ġsp irit +Ġoff ered +Ġprodu ce +ĠComm un +Ġcreat ing +Ġcr is +s pect +Ġend ed +Ġd aily +Ġvot ers +land s +i as +i h +on a +Ġsm art +ĠOff ice +ĠL ord +ri al +ĠIntern et +Ġcirc um +Ġextreme ly +' . +Ġopin ion +ĠM il +Ġg ain +B S +ĠF in +y p +Ġuse ful +Ġbud get +Ġcom fort +is f +Ġback ground +el ine +Ġep isode +Ġen emy +Ġtri al +Ġestab lish +d ate +ĠC ap +Ġcontin ues +Ġshow ing +ĠUn ion +w ith +Ġpost ed +ĠSy stem +Ġe at +ri an +Ġr ise +ĠGerman y +il s +Ġsign ed +Ġv ill +Ġgr and +m or +ĠEng land +Ġproject s +um ber +Ġconf erence +z a +Ġrespons ible +ĠAr ab +Ġlearn ed +âĢĶ âĢĶ +i pping +ĠGe orge +O C +Ġreturn ed +ĠAustral ia +Ġb rief +Q u +Ġbr and +ill ing +ab led +Ġhig hest +Ġtr ain +ĠComm ission +wh ile +Ġn om +cept ion +Ġm ut +ĠBl ue +Ġinc ident +v ant +8 6 +ĠI D +Ġn uclear +7 4 +ĠL ike +ĠR E +ĠM icro +l i +m ail +Ġcharg es +8 9 +Ġad just +ad o +Ġear th +N A +Ġpr ices +P A +Ġd raft +Ġrun s +Ġcandid ate +ens es +Ġmanag ement +ĠPh il +ĠM iss +Ġte ach +g ram +Ġunderstand ing +a it +ic ago +A dd +ĠE p +sec ut +Ġsepar ate +Ġinst ance +Ġe th +Ġun less +**** **** +ĠF ore +in ate +Ġoper ations +S p +Ġf aith +g ar +ĠCh urch +ron ic +Ġconf ig +os ure +Ġactiv ities +Ġtrad itional +Ġ3 6 +Ġd irection +Ġmach ine +Ġsur round +Ġp ush +un ction +ĠE U +Ġeas ier +Ġarg ument +G B +Ġm icro +Ġsp ending +iz ations +Ġthe ory +ad ow +Ġcall ing +ĠL ast +Ġd er +Ġinflu ence +Ġcomm it +Ġph oto +Ġun c +ist ry +g n +ast e +ack s +Ġdis p +ad y +d o +ĠG ood +Ġ ` +Ġw ish +Ġreve aled +Âł Âł +l ig +Ġen force +ĠComm ittee +Ġche m +Ġmil es +Ġinterest ed +Ġsol ution +ic y +in ct +Ġ- > +ĠD et +Ġrem oved +Ġcomp ar +e ah +Ġpl ant +ĠS ince +Ġachie ve +Ġadvant age +Ġslight ly +b ing +Ġpl aced +u nder +201 5 +ĠM ad +Ġt im +os es +Ġc ru +ĠR ock +Ġmost ly +Ġneg ative +Ġset ting +Ġprodu ced +Ġm ur +Ġconnect ion +ĠM er +Ġdri ver +Ġexecut ive +Ġass ault +Ġb orn +ĠV er +t ained +Ġstruct ure +Ġredu ce +Ġdec ades +Ġd ed +u ke +ĠM any +idd en +Ġle ague +S e +Ġjo in +Ġdis co +Ġd ie +c ks +act ions +Ġass ess +ag n +Ġgo als +our s +I R +Ġsen ior +ill er +m od +ip ment +oc ol +u y +ĠQ ue +Ġpart ies +ir gin +Ġle arning +it able +Ġstre et +Ġcamer a +A pp +Ġsk ills +b re +c ious +Ġcele br +ĠFr anc +Ġexist ing +Ġwill ing +l or +Ġ id +ĠSp ace +Ġcrit ical +ĠL a +ortun ately +Ġser ve +Ġc old +Ġspec ies +T S +Ġanim als +ĠB ay +Ġold er +ĠU nder +est ic +ĠT re +Ġte acher +Ġpre fer +v is +Ġth read +ĠM att +Ġmanag er +ãĥ » +Ġprofess ional +ĠV ol +Ġnot es +The se +ul a +Ġf resh +ent ed +u zz +ed y +clus ion +ĠR el +Ġdoub t +E O +Ġopen ed +ĠB it +Ad vertisement +Ġgu ess +ĠU N +Ġse qu +Ġexpl ain +ott en +Ġatt ract +ak s +Ġstr ing +Ġcont ext +oss ible +ĠRepublic ans +Ġsol id +Ġc ities +Ġask ing +Ġr andom +u ps +ur ies +ar ant +dd en +g l +ĠFlor ida +Ġdep end +ĠSc ott +Ġ3 3 +Ġi T +ic on +Ġmention ed +Ġ2 000 +Ġclaim ed +Ġdefin itely +ul f +Ġc ore +Ġopen ing +ĠCon st +wh ich +ĠT ra +A G +7 2 +Ġbelie ved +ad a +Ġ4 8 +ĠSec urity +yr ight +ĠP et +ĠL ou +Ġhold ing +======== ======== +Ġ ice +Ġb row +Ġauthor ities +h ost +w ord +Ġsc ore +ĠD iv +Ġcell s +Ġtrans l +Ġneigh bor +Ġrem ove +u ct +Ġdist rict +ĠA ccording +Ġwor se +Ġconcern s +Ġpresident ial +Ġpolic ies +ĠH all +7 3 +Ġh us +A Y +Ġ200 6 +ĠJ ud +Ġindepend ent +ĠJust ice +ili ar +pr int +igh ter +Ġprotect ion +z en +Ġsu dden +h ouse +ĠJ es +P R +ĠIn f +Ġb ul +Ġ _ +ĠServ ice +ĠP R +Ġstr ategy +ff ect +Ġgirl s +Ġmiss ing +oy al +ĠTe am +ul ated +Ġd at +Ġpolit ics +ab or +A ccording +Ġspe ll +Ġg raph +ort hern +T C +A b +Ġlab or +is her +Ġk ick +ĠiT unes +Ġstep s +pos es +Ġsmall er +E n +ber t +Ġro ll +Ġresear chers +Ġcl osed +Ġtrans port +Ġlaw y +________ ________ +ĠCh icago +Ġas pect +Ġn one +Ġmar riage +9 6 +Ġe lements +ĠF re +ĠS al +Ġd ram +F C +t op +e qu +Ġhe aring +Ġsupport ed +Ġtest ing +co hol +Ġmass ive +Ġst ick +Ġgu ard +is co +ph one +F rom +How ever +Ġb order +Ġcop y +ograph y +l ist +7 1 +Ġown er +cl ass +ru it +r ate +ĠO nce +Ġdig ital +Ġt ask +ER S +Ġinc red +t es ++ + +ĠFr ance +Ġb reat +ow l +Ġiss ued +ĠW estern +Ġdet ect +Ġpart ners +Ġsh ared +ĠC all +Ġcan cer +ac he +rib e +Ġexpl ained +Ġhe at +{ " +Ġinvest ment +ĠB ook +Ġw ood +Ġtool s +ĠAl though +Ġbelie f +Ġcris is +Ġg e +ĠM P +Ġoper ation +ty pe +~ ~ +g a +Ġcont ains +ant a +Ġexp ress +ĠG roup +ĠJ ournal +k a +Ġam b +ĠUS A +Ġfind ing +Ġfund ing +h ow +Ġestab lished +ide os +Ġdeg ree +Ġdanger ous +ang ing +Ġfre edom +pp ort +out hern +Ġch urch +Ġc atch +ĠTw o +Ġpres ence +ĠGu ard +U p +Ġauthor ity +ĠPro ject +Ġbut ton +Ġcon sequ +Ġval id +Ġwe ak +Ġstart s +Ġref erence +ĠM em +" ) +U N +or age +ĠO pen +Ġcol lection +y m +g ency +Ġbeaut iful +ro s +Ġtell s +Ġwa iting +n el +Ġprov iding +ĠDemocr ats +Ġd aughter +Ġm aster +Ġpur poses +ĠJapan ese +Ġequ al +Ġturn s +Ġdoc uments +Ġwatch ing +R es +Ġr an +201 4 +Ġre ject +ĠKore a +Ġvictim s +Le vel +ere nces +Ġw itness +Ġ3 4 +Ġre form +com ing +Ġocc up +Ġc aught +Ġtra ffic +ad ing +Ġmod els +ar io +Ġserv ed +Ġb atter +u ate +ĠSecret ary +Ġagre ed +Ġtr uly +yn am +ĠR et +Ġun its +ĠRes earch +h and +az ine +ĠM ike +Ġvar iety +ot al +Ġam azing +Ġconfir med +Ġentire ly +Ġpurch ase +Ġe lement +Ġc ash +Ġdeter mine +D e +Ġc ars +ĠW all +â ĸ +Ġview s +Ġdrug s +Ġdep artment +ĠSt ep +u it +Ġ3 9 +as ure +ĠCl ass +Ġc overed +ĠB ank +Ġme re +u ana +Ġmult i +Ġm ix +Ġun like +lev ision +Ġsto pped +Ġs em +ĠG al +ul es +Ġwe l +ĠJohn son +l a +Ġsk ill +Ġbec oming +ri e +Ġappropri ate +f e +ell ow +ĠPro t +ul ate +oc ation +Ġweek end +od ies +Ġsit es +Ġanim al +ĠT im +Ġsc ale +Ġcharg ed +Ġinst ruct +ill a +Ġmethod s +Ġc ert +Ġjud ge +ĠH el +Ġdoll ars +Ġstand ing +ĠS qu +Ġdeb t +l iam +Ġdri ving +ĠS um +ĠEd ition +Ġal bum +and on +I F +ĠU k +6 3 +ad er +Ġcommer cial +es h +ĠGovern ment +Ġdisc overed +Ġout put +ĠHill ary +ĠCar ol +Ġ200 5 +Ġab use +anc ing +Ġsw itch +Ġann ual +T w +Ġst ated +ag ement +in ner +Ġdem ocr +Ġres idents +Ġallow ing +Ġfact ors +od d +Ġf uck +em ies +Ġoccur red +ot i +Ġn orth +ĠP ublic +Ġinj ury +Ġins urance +C L +oll y +ã Ģ +Ġrepe ated +Ġar ms +ang ed +Ġconst ruction +Ġf le +P U +ic ians +Ġfor ms +ĠMc C +ant ic +Ġm ental +p ire +Ġequ ipment +Ġf ant +Ġdiscuss ion +Ġregard ing +k in +ar p +Ġch air +og ue +Ġpro ceed +ĠI d +O ur +Ġmur der +M an +Ġ4 9 +as p +Ġsupp ly +Ġin put +Ġwe alth +liam ent +Ġpro ced +or ial +ĠSt at +ĠN FL +hen s +ĠInst itute +Ġput ting +ourn ament +et ic +Ġloc ated +Ġk id +er ia +r un +Ġpr inc +Ġ ! +go ing +ĠB et +Ġcl ot +Ġtell ing +Ġprop osed +i ot +or ry +Ġfund s +g ment +ĠL ife +Ġb aby +ĠB ack +Ġsp oke +Im age +Ġear n +ĠA T +g u +Ġex change +ĠL in +ov ing +Ġp air +M ore +az on +Ġarrest ed +Ġkill ing +c an +ĠC ard +y d +Ġident ified +Ġm obile +Ġthan ks +ony m +ĠF orm +Ġhundred s +ĠCh ris +ĠC at +Ġtre nd +h at +ĠA v +om an +Ġelect ric +ĠW il +S E +O f +Ġrest aur +ot ed +Ġtr ig +Ġn ine +Ġb omb +Wh y + ¯ +Ġco verage +Ġapp eal +ĠRober t +ĠS up +Ġfin ished +Ġfl ow +Ġdel iver +Ġcal cul +Ġphot os +Ġph il +Ġpie ces +Ġapp re +k es +Ġr ough +D o +Ġpart ner +Ġconcern ed +Ġ3 7 +ĠG en +C ol +ct ors +Ġ= > +st ate +Ġsuggest ed +ĠFor ce +C E +Ġher self +ĠPl an +w orks +o oth +ren cy +Ġcor ner +Ġhus band +Ġintern et +ĠA ut +em s +os en +ĠAt l +g en +Ġbal ance +6 2 +Ġsound s +te xt +Ġar r +ov es +Ġmill ions +Ġrad io +Ġsat isf +ĠD am +M r +G o +S pe +Ġcomb at +r ant +ĠG ree +Ġf uel +Ġdist ance +Ġtest s +Ġdec re +ĠE r +Ġman aged +D S +Ġt it +Ġmeas ures +ĠL iber +Ġatt end +as hed +ĠJ ose +ĠN ight +d it +ĠN ov +ĠE nd +out s +Ġgener ation +Ġadv oc +y th +Ġconvers ation +ĠS ky +act ive +ce l +ri er +ĠFr ank +Ġg ender +Ġcon cent +Ġcar ried +and a +ĠV irgin +Ġarri ved +ic ide +ad ed +Ġfail ure +Ġmin imum +le ts +Ġwor st +Ġkeep ing +Ġint ended +Ġilleg al +Ġsub sc +Ġdetermin ed +Ġtri p +Y es +Ġra ise +Ġ ~ +Ġfeel s +Ġpack age +ĠJ o +h i +201 6 +re al +Ġf ra +Ġsy mb +M e +uck y +p ret +ĠK h +ĠEd it +ĠWe b +em ic +ĠCol or +Ġjust ice +I nt +Ġfar m +ck now +" > +el ess +Ġredu ced +Ġ5 00 +x x +ĠR ad +ĠW ood +Ġcl in +Ġhy p +il er +ur a +k ins +8 5 +6 1 +ĠThe ir +ĠM ary +Ġs an +Ġno vel +ĠWh o +Ġcap acity +Ġimp ossible +Ġpl ays +Ġmin ister +ij uana +ic ate +ĠS et +Ġf ram +Ġ ing +Ġcommun ities +ĠF BI +it a +Ġb on +Ġstr ateg +Ġinterest s +l ock +g ers +m as +ĠAN D +Ġconflic t +Ġrequire ments +Ġs ac +Ġoper ating +in i +rel ated +Ġcomm itted +Ġrelative ly +Ġs outh +¯ ¯ +Ġaff ord +Ġident ity +Ġdec isions +Ġacc used +pl ace +Ġvict ory +o ch +i at +N ame +C om +t ion +ed s +Ġsee k +Ġt ight +ĠIm ages +Ġinit i +Ġhum ans +Ġfam iliar +Ġaud ience +Ġintern al +vent ure +Ġs ides +ĠT O +Ġd im +Ġcon clud +Ġapp oint +Ġenforce ment +ĠJ im +ĠAssoci ation +Ġcircum st +ĠCanad ian +Ġjo ined +Ġdiffere nces +ĠL os +Ġprot est +Ġtw ice +w in +Ġgl ass +ars h +ĠAr my +Ġexp ression +Ġdec ide +Ġplan ning +an ia +Ġhand le +ĠMicro soft +ĠN or +Ġmax imum +ĠRe v +Ġse a +Ġev al +Ġhel ps +re f +Ġb ound +Ġm outh +Ġstand ards +Ġcl im +ĠC amp +ĠF ox +cl es +Ġar my +ĠTe chn +ack ing +x y +S S +Ġ4 2 +Ġbu g +ĠUk rain +ĠM ax +ĠJ ones +ĠSh ow +l o +Ġplan et +Ġ7 5 +Ġwin ning +Ġf aster +Ġspe ct +Ġbro ken +T R +Ġdef ined +Ġhealth y +Ġcompet ition +htt ps +ĠIs land +ĠF e +Ġannoun ce +ĠC up +ĠInst ead +Ġcl ient +Ġposs ibly +se ction +ock et +l ook +Ġfin ish +Ġcre w +Ġres erv +Ġed itor +Ġh ate +Ġs ale +Ġcontro vers +Ġp ages +w ing +Ġnum er +Ġopp osition +Ġ200 4 +Ġref uge +Ġfl ight +Ġap art +ĠL at +A meric +ĠAfric a +Ġapplic ations +ĠPal est +ĠB ur +Ġg ar +ĠSoc ial +Ġup gr +Ġsh ape +Ġspe aking +ans ion +a o +ĠS n +Ġwor ry +ĠBrit ain +P lease +rou d +Ġh un +Ġintrodu ced +Ġd iet +I nd +ĠSec ond +Ġfun ctions +ut s +ĠE ach +ĠJe ff +Ġst ress +Ġaccount s +Ġgu arant +ĠAn n +ed ia +Ġhon est +Ġt ree +ĠAfric an +ĠB ush +} , +Ġs ch +ĠOn ly +Ġf if +ig an +Ġexerc ise +ĠEx p +Ġscient ists +Ġlegisl ation +ĠW ork +ĠS pr +à Ĥ +ĠH uman +Ġ è +Ġsur vey +Ġr ich +ri p +Ġmain tain +Ġfl o +Ġleaders hip +st ream +ĠIslam ic +Ġ 01 +ĠCol lege +Ġmag ic +ĠPr ime +Ġfig ures +201 7 +ind er +x ual +ĠDe ad +Ġabsolute ly +Ġfour th +Ġpresent ed +resp ond +rib le +Ġal cohol +at o +ĠD E +por ary +Ġgr ab +Ġvar i +Ġqu ant +ĠPh oto +Ġpl us +r ick +ar ks +Ġaltern ative +Ġp il +Ġappro x +th at +Ġobject s +ĠR o +ĠAnd roid +Ġsignificant ly +ĠR oad +k ay +R ead +av or +Ġa cknow +ĠH D +ĠS ing +O r +ĠM ont +Ġun s +pro f +Ġneg oti +ĠAr ch +ik i +Ġte levision +ĠJew ish +Ġcomm ittee +Ġmot or +Ġappear ance +Ġs itting +Ġstri ke +ĠD own +com p +ĠH ist +Ġf old +ac ement +ĠLou is +Ġbel ong +ĠâĢ ¢ +Ġm ort +Ġprep ared +Ġ6 4 +ĠM aster +Ġind eed +ĠD en +Ġre nt +T A +our ney +ar c +S u +9 7 +Ġadv ice +Ġchang ing +Ġlist ed +Ġlaun ched +is ation +ĠP eter +is hes +Ġl ived +ĠM el +ĠSup reme +ĠF ederal +Ġ) ; +ruct ure +Ġset s +Ġphil os +u ous +Ġ ł +Ġappl ied +ĠN OT +Ġhous ing +ĠM ount +Ġo dd +Ġsu st +D A +ffic ient +Ġ ? +ol ved +Ġp owers +Ġth r +Ġrem aining +ĠW ater +L C +Ġca uses +ãģ ® +Ġman ner +ad s +Ġsuggest s +Ġend s +stand ing +f ig +ĠD un +id th +Ġg ay +Ġter min +ĠAngel es +M S +Ġscient ific +Ġco al +ap ers +b ar +ĠThom as +Ġsy m +ĠR un +th is +P C +igr ants +Ġmin ute +ĠDist rict +cell ent +Ġle aves +Ġcomple ted +am in +Ġfoc used +Ġmon itor +Ġveh icles +M A +ĠM ass +ĠGr and +Ġaffect ed +itution al +Ġconst ruct +Ġfollow s +Ġt on +re ens +Ġh omes +ĠE xt +ĠLe vel +r ast +ĠI r +Ġel im +Ġlarge ly +ĠJ oe +Ġvot es +all s +Ġbusiness es +ĠFound ation +ĠCent ral +Ġy ards +Ġmaterial s +ul ner +Ġgu ide +Ġclos er +um s +Ġsp orts +ed er +J ust +Ġtax es +8 4 +ĠO ld +Ġdec ade +ol a +Ġv ir +Ġdro pped +Ġdel ay +it ect +Ġsec ure +ste in +le vel +Ġtre ated +Ġfil ed +ain e +Ġv an +Ġm ir +Ġcol umn +ict ed +e per +Ġro t +Ġcons ult +Ġent ry +Ġmar ijuana +ĠD ou +Ġapparent ly +ok ing +clus ive +Ġincre ases +an o +Ġspecific ally +Ġte le +ens ions +Ġrelig ion +ab ilities +Ġfr ame +ĠN ote +ĠLe e +Ġhelp ing +Ġed ge +ost on +Ġorgan izations +à ĥ +ĠB oth +hip s +Ġbig ger +Ġbo ost +ĠSt and +Ġro w +ul s +ab ase +Ġr id +L et +are n +ra ve +Ġst ret +P D +Ġv ision +Ġwe aring +Ġappre ci +Ġa ward +ĠU se +Ġfact or +w ar +ul ations +) ( +Ġg od +Ġter rit +Ġpar am +ast s +8 7 +Ġen emies +ĠG ames +F F +Ġacc ident +W ell +ĠMart in +T ER +Ġat h +ĠHe ll +Ġfor g +Ġve ter +ĠMed ic +f ree +Ġst ars +Ġexp ensive +Ġac ad +ra wn +ĠW he +Ġl ock +Ġform at +Ġsold iers +s m +Ġag ent +Ġrespons ibility +or a +ĠS cience +Ġrap id +Ġt ough +ĠJes us +Ġbelie ves +M L +Ġwe ar +le te +Ãĥ ÃĤ +ĠD ri +Ġcomm ission +ĠB ob +O h +ap ed +Ġwar m +ÃĥÃĤ ÃĥÃĤ +Ġ200 3 +ort ion +Ġhas n +ust er +Ġun ivers +ĠI ll +Ġk ing +olog ies +9 4 +ĠT em +ĠM os +Ġpat ient +ĠMex ico +ce an +ĠDe ath +ĠSand ers +y ou +ĠC ast +ĠComp any +pt y +Ġhappen ing +F P +ĠB attle +Ġb ought +A m +M od +U s +ut ers +ĠC re +ĠTh ose +Ġ4 4 +is er +Ġs oul +ĠT op +ĠHar ry +ĠA w +Ġse at +ff ee +Ġrev olution +Ġ( " +ĠD uring +et te +Ġr ing +Ġoff ensive +Ġreturn s +Ġv ideos +Ġdis cl +Ġfam ous +en ced +ĠS ign +ĠR iver +Ġ3 00 +P M +ĠB us +ĠC H +Ġcandid ates +ard en +Ġpercent age +Ġvis ual +Ġthan k +Ġtrou ble +ner gy +Ġ200 1 +Ġpro ve +ash ion +Ġen h +ĠL ong +U M +Ġconnect ed +Ġposs ibility +O ver +Ġexper t +Ġl ibrary +art s +ĠDirect or +Ġfell ow +9 2 +ir ty +Ġd ry +Ġsign s +ĠL ove +Ġqu iet +f oot +Ġp ure +ĠH un +Ġf illed +ph as +ĠE lect +end ment +ĠEx pl +Ġun able +n s +m o +Ġv ast +ob e +Ġident ify +app ing +ĠCarol ina +g ress +Ġpro te +Ġf ish +Ġcircumst ances +raz y +ĠPh ot +Ġb odies +ĠM ur +Ġdevelop ing +ĠA R +Ġexperien ced +Ġsubst ant +ĠBo ard +es ome +Ġdom estic +Ġcomb ined +ĠP ut +Ġchem ical +ĠCh ild +Ġpo ol +ĠC y +Ġe gg +c ons +st ers +Ġh urt +Ġmark ets +Ġconserv ative +Ġsupp orters +Ġag encies +id el +O b +ur b +Ġ4 3 +ĠDef ense +y e +ĠA p +du le +Ġtemper ature +Ġconduct ed +ĠCh ief +Ġpull ed +Ġf ol +L ast +ont o +os is +V ER +D es +ĠP an +F irst +Ġadv ance +Ġlic ense +r ors +ĠJ on +Ġimag ine +Ġhe ll +Ġf ixed +Ġinc or +os ite +ĠL og +ick en +] : +Ġsurpr ise +h ab +Ġc raft +ol t +ĠJ ul +Ġd ial +Ġrele vant +Ġent ered +Ġlead s +ĠA D +ĠCle an +Ġpict ures +ess or +Ġal t +Ġpay ing +P er +ĠMark et +Ġupd ates +am ily +ĠT ype +ĠH ome +Ġ5 5 +semb ly +rom e +8 3 +Ġgreat est +Ġhe ight +Ġhe av +ain ts +Ġlist en +as er +ĠS H +Ġcap able +ac le +Ġpers pect +in ating +Ġoff ering +ry pt +ĠDe velop +ab in +r c +Ġbr ight +al ty +ar row +Ġsupp l +ind ing +ack ed +gy pt +ĠAn other +p g +ĠVirgin ia +ĠL u +Ġpl anned +Ġp it +Ġswe et +T ype +ĠD i +Ġtyp ically +ĠFranc isco +Ġpro spect +ĠD an +Ġte en +re es +Ġsc hed +Ġh ol +Ġsc r +Ġlot s +l ife +Ġnews p +Ġfor get +ĠN one +ĠM iddle +ĠR yan +ed d +Ġse vere +Ġsu it +ll er +9 3 +Ġcor respond +Ġexpl os +u ations +Ġfl ag +g ame +r id +Ġpr in +ĠD ata +Ġde ploy +ĠEn ter +su it +gh an +ĠM en +Ġthough ts +Ġmat ters +Ġad apt +ĠA ri +Ġf ill +Ġfor th +Ġs am +Ġ4 1 +Ġpay ment +ĠH or +Ġsp ring +du c +Ġl osing +Ġbring ing +F O +al a +Ġdist ribution +he red +b our +ĠIsrael i +om a +Ġcomb ination +Ġpl enty +V E +C an +ĠH aw +Ġper man +ĠSpe cial +Ġto w +Ġsee king +Ġexam ples +Ġclass es +c r +Ġbe er +Ġmov es +ĠI P +ĠK n +Ġpan el +E ven +Ġproper ly +Ġr is +Ġpl ug +Ġestim ated +E very +Ġdef ensive +ag raph +Ġpre gn +Ġinst it +ĠV ict +Ġvol ume +Ġpos itions +Ġl inks +ĠPro gram +ĠWe ek +ag ues +Ġtrans form +k er +ĠC EO +Ġc as +Ġopp onent +Ġtwe et +ĠC ode +Ġsh op +Ġf ly +Ġtal ks +Ġb ag +Ph one +Ġa id +Ġpl ants +Ġ6 5 +Ġatt orney +ar ters +qu est +ĠMag ic +Ġbeg ins +Ġmy ster +Ġenvironment al +Ġst orage +N N +Ġm arg +Ġs ke +Ġmet al +ell y +Ġord ered +Ġrem ained +Ġl oved +Ġprom pt +Ġupd ated +Ġexper ts +Ġwalk ing +Ġan cient +Ġperform ed +AT E +Ġne ither +i ency +Ġmanufact ure +ĠP ak +Ġselect ed +Ġm ine +Ġult imately +Ġexpl an +Ġlab el +ĠServ ices +ribut ed +Tr ump +Ġsy n +ĠU lt +S C +Ġme at +Ġg iant +ĠW ars +ĠO N +Ġad m +Ġinter pret +Ġeven ing +Ġev il +ĠB oston +ĠW ild +Ġ à +ĠBit coin +ĠAm azon +D r +ĠIn formation +Ġobvious ly +Ġadv anced +Ph oto +ol ar +Ġwe ather +Ġsymb ol +Ġso le +Ġpot entially +ost er +Ġorig inally +m un +3 00 +az e +ess ions +Ġde ck +Ġst ood +Ġyou th +ĠB ern +R ep +ĠT est +Ġbas ically +ot ic +Ġinvol ve +ol it +ly n +S ee +Ġair craft +Ġconf irm +E W +Ġmess ages +ĠRich ard +Ġk it +Ġpro hib +Ġv ulner +is ters +Ġexist ence +Ġturn ing +ĠS P +Ġdes ire +Ġfl at +Ġm ent +se ason +ang es +Ġneighbor hood +ĠL ake +AT ION +Ġpoint ed +b ur +Ġinn ov +uc ks +U L +Ġprofess or +Ġexp ressed +A B +ic ious +Ġ200 2 +ĠDe v +Ġs ession +Ġb are +s en +Ġdis s +ĠC ath +ĠP ass +ĠP oint +Ġdo ctor +or row +ail ed +ĠR ub +ĠD C +ĠChar l +p erson +Ġwrit er +igh ters +ure au +Ġob lig +Ġrecord ed +Ġbro ke +Ġord ers +il ty +Ġmot ion +in ity +l aw +ad ium +Ġimm igration +Ġcontr ast +Ġb att +Ġex cellent +Ġtechn ical +am i +Ġt un +Ġcl oud +ĠY ear +ge on +Ġcre ation +Ġstr ange +Ġa uth +Ġfor t +b orn +Ġext ent +ĠT oday +ĠCl ub +Ġr ain +Ġs ample +Ġaccept ed +Ġt act +Ġf ired +ĠS on +Ġstand s +Ġb oot +Ġ4 7 +Ġstat ements +Ġvers ions +Ġse lling +ound ed +Ġ199 0 +Ġwere n +ĠW atch +Ġexper iment +P ost +Ġret ail +ul ed +In st +un te +ãĥ ¼ +Ġdep art +Ġb ond +i very +om pl +Ġre action +ĠSyri an +ĠP ac +app ed +ani el +D P +Ġres olution +Ġre act +Ġappro ved +on om +m ond +ĠO ffic +-- - +Ġrepl ace +Ġt ack +Ġsp ort +Ġch ain +Ġemer gency +r ad +ĠPalest in +Ġ4 6 +Ġautom atically +Ġrout e +Ġp al +Ġb anks +ĠPar is +ĠMed ia +ro ad +ic ing +i xt +ist ed +Ġg rew +Ġco ord +ĠW here +om in +Ġsub s +� � +Ġ ± +Ġcorpor ate +Ġse lection +n oon +ĠRep ort +c s +clud ing +ord ers +anc he +ĠIt s +Ġslow ly +ĠE gypt +ĠA cc +Ġcol le +iqu es +E X +Ġattempt s +ur l +ĠC ross +Ġfind ings +ĠS C +ĠO R +Ġind ex +ens ity +ĠW ay +ĠL and +Ġsh ock +d is +Ġd ynam +Ġc art +m osp +S ince +i est +ĠB oy +Ġst orm +ĠCont in +201 3 +he w +il it +Ġess ential +iqu id +O ther +ive red +Ġreason able +A ct +Ġsub sequ +ĠP ack +ĠF ort +Ġconsider ing +Ġun iversity +l og +Ġmar ried +Ġill ust +ĠTr ue +£ ı +Ġnumer ous +rast ructure +Ġserious ly +Ġrefer red +u a +Ġconsist ent +on na +ĠRe al +ru ption +ci ples +Ġfact s +9 1 +ot es +er g +The n +Ġacc ompl +N ote +Ġre venue +Ġpass ing +Ġm al +e en +ĠY et +Ġg ather +ter day +ew ork +ĠA uthor +P e +Ġopt im +Ġr ub +Ġè £ı +Ġun known +st one +Ġun ion +ol ve +Ġopportun ities +Ġbrow ser +ĠW al +ĠC ost +Ġreport ing +st s +p et +Ġs and +Ġsudden ly +Ġsurpr ising +ĠV R +Ġsomew hat +ĠB as +ult ure +iz z +ĠC D +Ġchalleng es +Ġsett ings +Ġexperien ces +ĠF ull +Ġcan n +Ġrece iving +ES T +Ġj oint +Ġcult ural +Ġa st +8 2 +as tern +ce ived +ĠC ru +Ġb ull +p ired +am m +Ġfac ing +p ower +Ġb oss +ĠH ol +Ġinst r +Ġincreasing ly +Ġsh ift +Ġstre ets +ĠWilliam s +ab b +Ġl ie +Ġl augh +ĠC a +P L +Ġadult s +Ġcustom er +Ġob tained +Ġsupport ing +ht ml +f ire +Ġdetail ed +Ġpick ed +ĠR ight +ld er +E E +st ood +ĠK im +Ġw ire +Ġs ight +Ġdevelop ers +Ġpers ons +Ġs ad +Ġc up +Ġwar ning +Ġboy s +l ong +Ġb ird +f o +Ġw al +Ġobserv ed +Ġz one +iven ess +Ġch annel +c ript +Ġref used +ĠAg ain +Ġsu c +Ġspokes man +ĠRe f +r ite +ou ston +ãĥ ³ +ĠS her +Ġact s +ĠN ame +Ġstrugg le +ar ry +omet imes +Ġdisc rim +H T +Ġcateg ory +Ġreal ize +Ġemploy ee +ĠAf ghan +en ger +Ġgun s +ĠSte ve +ĠM ot +ĠO l +ok ed +Ġth ick +Ġfair ly +ill y +Ġsur ve +ĠM at +we ight +â Ķ +Ġtro ops +Ġag ents +Ġbatter y +Ġmot iv +à ¡ +S ec +d en +o very +L S +Ġfl u +Ġconf ident +ĠO per +Ġem pty +Ġp hen +Ġse ctor +Ġexc ited +Ġrem ote +ap h +o en +Ġdestroy ed +Ġmor al +ĠH P +ĠR on +Ġd ress +ĠB at +Ġl it +ĠM S +Ġa f +H L +r um +is ms +Ġshould n +Ġsym pt +ĠTor onto +het ic +Ġcar bon +Ġinstall ed +Ġviol ent +Ġsol ar +j a +Ġpract ices +Ġr ide +ĠP enn +Ġimpro ved +Ġaud io +Ġbehav i +ĠP S +Ġe ating +D ata +ĠRe view +p ass +cl aim +u ated +ang ers +c hen +Ġproper ties +Ġany where +An other +Ġbl ow +ĠJack son +Ġp roud +Ġplan e +l ines +Ġsqu are +Ġpro of +ans as +Ġtalk ed +m akers +Ġs ister +Ġhold s +Ġres ident +Ġ= = +Ġresist ance +Ġspl it +Ġpro secut +Ġconf idence +res ents +Ġcut s +Ġexcept ion +Ġz ero +Get ty +Ġcop yright +Ġtot ally +orm al +ific ations +ĠAustral ian +Ġs ick +Ġ1 50 +Ġhouse hold +Ġfe es +Ġdri vers +og en +ĠN Y +Ġnecess arily +Ġregul ations +ear ing +s l +Ġperspect ive +c are +ic ial +H is +Ġesc ape +Ġsurpr ised +ĠV an +ur rent +Ġv ac +8 1 +ĠTh us +Ġem phas +ĠCh ampions +ĠI ce +Ġn arr +Ġhead s +Ġca using +b el +f ortunately +ĠM a +Ġtarg ets +ci pl +Ġafter noon +Ġadd s +ĠMay be +ĠF our +ess ed +ple te +Ġus ual +ch o +ing u +Ġwith d +ĠE nergy +ĠE conom +O O +Ġart icles +Ġinj ured +Ġman age +Ġexpl ains +Ġdi agn +R ec +at ures +Ġlink ed +Ġdiscuss ed +Ġexpl o +Ġocc asion +ath an +Ġopp osite +Ġfac es +Ġden ied +ĠK night +Ġn ut +Ġapprox imately +Ġdisapp oint +onym ous +ĠB est +ĠL o +ĠH y +ĠA ff +Ġvot ing +an while +ĠII I +Ġinstit utions +ag ram +ĠD aily +Ġdr ag +Ġnear by +Ġgu ilty +Ġcon ver +P re +s hip +Ġre ward +Ġphilos oph +ĠS S +u gh +Ġapp s +f riend +Ġu pper +Ġad vert +Ġs now +Ġfr ust +Ġour selves +F r +ĠD ie +amp ion +Ġdis miss +Ġc ere +Ġsign al +f rom +Ġ ). +Ġ5 2 +Ġcr imes +it ors +est ival +use um +Ġcoun cil +ĠS aud +M ay +ĠG un +ic ian +et her +Ġsu fficient +ĠH en +so le +Ġhistor ical +ĠF ar +ĠT urn +Ġp in +Ġsuc ceed +m at +ly mp +Ġtrad ition +ĠO k +Ġc ro +Ġdesc ription +al le +Ġsk y +T e +Ġwide ly +Ġw ave +Ġdefin ition +ĠJew s +Ġcy cle +Ġref ere +Ġbr ings +us al +Ġal ive +Ġfrequ ently +Ġint ention +ĠCont rol +l v +y stem +Ġpriv acy +g ent +ren ce +ĠQu est +ĠChrist mas +Ġr ail +Ġco oper +Ġtest ed +ĠC apt +as ks +Ġcomfort able +Ġdel ivered +sc ape +Ġdep th +ĠG OP +Ġwrit es +Ġass ets +Ġsa v +im ents +Ġtrans ition +Ġart ist +ĠL ook +Ġl ob +Ġcomp onents +ar ity +Ġwalk ed +Ġro ot +Ġparticip ants +Ġnot iced +Ġres c +Ġn av +ĠAd minist +d a +ut ral +pl ate +Ġimport ance +Ġass ert +ious ly +c ription +Ġinj uries +ĠChe ck +Ġregist ered +Ġint ent +Ġmiss ed +ograph ic +Ġsent ence +oun ter +Ġassist ance +ev in +Ġdat abase +Ġbuild ings +Ġclass ic +Ġth inks +ĠOh io +P r +ug g +Ġfe e +p an +Ġeffect ively +Ġfac ility +Ġbe ar +Ġch apter +Ġdog s +ĠCol umb +Ġl atter +it ial +Ġad mitted +T V +ĠGe org +Ġpost s +\ \ +Ġlawy er +Ġequ ival +Ġm and +Ġcontro lled +ĠW alk +ĠAnd rew +Ġmen u +am ental +Ġprotect ed +v a +Ġadminist r +or al +Ġre in +ĠS ar +Ġamount s +Ġn ative +ĠM oon +Ġrep resents +Ġab andon +Ġcarry ing +Ġt ank +m ary +Ġdecl ared +T ube +Ġh at +Ġpun ish +el lect +m es +Ġun iverse +ĠR od +ph y +Ġinf rastructure +Ġ5 1 +Ġopp osed +ow nt +c a +ĠM ake +Ġhard ware +Ġco ffee +R el +b al +w orld +ĠS af +ĠSe a +in als +Ġown ed +Ġh all +ers ion +Ġdescrib e +ĠP ot +Ġport ion +Ġat mosp +Ġgovern ments +Ġdep ending +Ġoff ense +Ġtr ick +aw a +ĠL ine +ĠV is +ĠH ard +ĠOr ig +ĠCl ick +Ġdes k +ĠVal ley +ĠS ov +Ġmov ies +Ġrem ark +Ġm ail +Ġcons cious +Ġrul ing +ĠR ights +Ġmed ic +he nt +ĠW omen +> < +Ġrepl aced +ĠP rem +ĠTh anks +Ġre new +ĠB all +if orm +Ġsh ots +C omm +Ġar med +Ġconst ant +Ġt aste +Ġreal ized +Ġbu ff +Ġm o +Ġeffic ient +M ost +or ation +if ies +Ġcommun ication +Ġfl ood +Ġconsequ ences +Ġany way +ig g +ĠG M +ĠTh ank +Ġ iron +Ġev olution +ĠC op +tw itter +Ġ9 5 +Ġrelationship s +ad el +ĠYou ng +Ġpropos al +ay ers +uild ing +ĠH ot +OR E +c os +Ġcoll abor +P G +ax y +Ġknow ing +Ġsupport s +ow ed +Ġcontrol s +Ġmere ly +um er +Ġath let +Ġf ashion +p ath +Ġg ift +Ġer a +AN D +Ġkind s +ĠKore an +Ġleg it +ul ous +Ġess entially +Ġthe rap +n ic +Ġsuff ered +Ġh ur +Ġprom ise +Ġex cess +Ġover w +Ġpr ime +ĠH ouston +er ry +ĠM s +R S +201 2 +Ġst ores +ĠO lymp +Ġj ourney +Al though +S ub +ĠE duc +ĠCh apter +Ġrequest s +Ġconsum ers +Ġt iny +Ġis ol +ĠF air +b a +ĠY OU +Ġcr ash +ce ler +Ġemot ional +Ġgood s +Ġelect ed +Ġmod er +ĠLin ux +Ġbl ocks +Ġis land +ĠSoc iety +Ġelect ions +Ġbroad cast +Ġche ap +Ġn ations +Ġse asons +4 00 +Ġwas te +ĠS at +Ġfield s +em ploy +Ġprof ile +Ġauth ors +AL L +ĠG ra +w est +ĠT y +Ġdeath s +Ġv acc +Ġfor med +Ġd u +Ġon going +ĠMuslim s +el f +ig ure +Ġass ume +ĠUkrain e +w ater +Ġco ast +Ġvot ed +g or +ĠA S +ĠMich igan +az a +ĠAr m +i ro +Ġf lex +as ters +' ' +Ġwel come +ar l +Ġloc ations +ig ation +ĠF il +Ġbu ying +Ġarch itect +Ġhard er +ĠC ub +Ġinter face +Ġrestaur ant +Ġdisco ver +Ġex ceed +Ġfav our +ger y +Ġd uty +Ġp itch +ad or +ĠM ach +b oy +Ġrespond ed +Ġext ended +her s +M any +ra id +if er +ĠIn s +S er +Ġmed ium +s he +ĠS ports +Ġmag azine +ut ation +Ġlim its +ĠG all +Ġex ternal +raz il +Ġyoung er +t le +Ġrem ind +ĠC ON +Ġimmedi ate +Ġh idden +Ġvol unte +Ġsim pl +od cast +Ġph ase +d r +Ġpl ot +Ġexp osure +R I +og rap +v in +an ish +ĠAc ad +ĠEng ine +Ġexp ansion +ĠP ay +Y our +Ġpus hed +ĠE ll +ĠHe ad +Ġmarket ing +ĠA C +k et +Ġh its +Ġg ro +ĠA ge +ĠSc ot +] [ +Ġst im +Ġi Phone +Ī Ĵ +Ġn arrow +ĠGet ty +ĠTur key +Ġperfect ly +Ġen able +ut ch +Ġprec ise +Ġreg ime +Ġsh if +Ġcomp ens +g un +d iv +Ġch osen +ĠK en +An y +Ġtre es +Ġrecomm ended +ĠR en +u able +ĠH T +F ollow +E G +ĠH and +ĠK enn +Ġarg uments +Ġex ists +Ġb ike +ĠCons erv +Ġbre aking +ĠG ar +Ġc razy +Ġvirt ual +ay lor +ix el +Ġ19 80 +Ġper mission +ĠSer ies +Ġconsum er +Ġclose ly +c alled +Ġ5 4 +Ġhop es +Ġar ray +ĠW in +ĠLab our +Ġsp ons +ĠI re +Ġp ow +Ġread ers +Ġemploy ment +Ġcreat ure +Ġresult ing +Ġaccur ate +Ġmom ents +Ġarg ued +Ġp ed +D uring +Ġ5 3 +ĠT al +Ġs ought +Ġsuff ering +Ġ icon +le e +Ġ( $ +al ian + ° +Ġp ra +Ġbon us +( " +k o +Ġact ing +D E +f all +Ġcompar ison +Ġsm ooth +ĠN AS +u pp +ĠJose ph +ep ing +ĠT ake +ĠM id +Ġs ending +f ast +ĠF all +Ġdeal ing +us er +ĠOr gan +C o +Ġatt ached +Ġse es +% . +Ġtyp ical +AR T +Ġfind s +ĠAs ia +um in +ĠC ore +ĠE nt +in ent +u ce +ĠBl ood +ĠN ever +Ġem ails +Ġhigh light +Ġconf ront +at us +ut ed +Ġun us +Ġtop ic +ĠAd am +Ġb le +at i +Ġunder stood +S et +st ruct +T P +Ġm ob +a a +ĠSt art +pect ed +se ll +Ġded icated +ĠC A +u an +Ġsong s +esc ription +Ġte ch +Ġr ape +Ġas ide +Ġgr ant +Ġ5 6 +s ub +Ġarg ue +Ġcont aining +Ġsche dule +Ġliber al +Ġpublic ly +Ġheav ily +ĠU t +in er +ĠS ection +ĠC are +we et +l s +D is +âĶ Ģ +ĠF ollow +B ack +ĠI T +Ġb es +j i +ĠH it +est ed +Ġevery body +ĠSw ed +Ġfem in +Ġfac ilities +Ġcon ven +C omp +ĠO S +c ore +Ġan x +Ġdiv ision +ĠC am +ĠSt an +m ates +Ġexpl ore +pl om +Ġsh ares +pl oad +an es +Ġide al +et ers +ĠB ase +Ġpl astic +Ġdist inct +ĠNet work +ĠSe attle +Ġtrad ing +ens us +int end +Ġex hib +Ġinit ially +ĠF ood +Ġthous and +ĠBus iness +act er +Ġpar agraph +Ġrough ly +Ġw ww +Ġcreat ive +ĠCon f +Ġconsum ption +Ġfil ms +ag an +Ġob tain +Ġt all +Ġt or +Ġacknow led +Ġg rown +al o +K E +Ġ4 00 +end ers +t aining +U G +Ġsu icide +Ġwat ched +ĠL ist +al i +re hens +Ġsurround ing +Ġp ip +Ġf lying +ĠJ ava +ord an +Ġserv ing +in ations +p ost +Ġsh o +A v +Ġj ail +z y +Ġ199 9 +Ġ< / +Ġliter ally +ĠS ir +Ġexp osed +Ġl ies +st ar +Ġb at +Ġear ned +ĠD ig +Ġspec ified +ĠSe ason +Ġdeg rees +Don ald +Ġcent re +Ġsh aring +Ġwin ter +ĠC O +C he +Ġ Î +M P +Ġun w +Ġfew er +ĠM ir +Ġsomew here +ĠK ey +Ġattack ed +ĠK ir +Ġdom ain +Ġstrong er +Ġ9 9 +Ġpen alty +I d +Sc ript +Ġdecl ined +Ġne ck +Ġfra ud +Ġcur rency +Ġr ising +R C +âĢ¦ âĢ¦ +H z +Ġt ab +Ġtal ent +n am +ĠN BA +Ġvill age +Ġleg s +ĠN ext +E d +Ġac id +Ġhy d +8 00 +Ġinvol ving +ĠIm age +ĠBe fore +F l +Ġyes terday +S ource +Ġterror ist +Ġsu p +Ġsy nt +ĠSaud i +Ġw est +Ġr u +b urg +Ġvis ible +Ġstru ck +r ison +Ġaw esome +Ġd rawn +Ġansw ers +ĠG irl +ĠR am +Ġthreat s +Ġdef eat +os it +Ġv ent +atur ally +Americ an +end a +ĠH oly +Ġr um +% , +c ase +ĠHist ory +ĠYou Tube +Ġsit uations +ĠD NA +S te +Ġsa ved +It em +Ġrec ip +olog ist +Ġfac ed +Ġel ig +O nce +ĠL i +u h +Ġmist ake +ĠDiv ision +ĠB ell +Ġsympt oms + ® +Ġdom in +Ġfall ing +Ġend ing +as hes +Ġmat ches +ĠOn line +Ġexplan ation +D ef +red it +Ġany more +ĠT otal +ĠF OR +us hed +Ġlet ters +Ġris ks +ĠO K +Ġreported ly +: \ +Ġpl ate +Ġsubject s +Ġattempt ed +if ier +ian a +Ġunlike ly +ĠTh ough +um a +ĠIn vest +ĠPr in +ic an +ĠD ar +ĠColor ado +au g +Ġve get +a os +ri a +Ġshe l +Ġmark ed +Ġ( ) +Ġsp r +p o +ĠL ink +Ġdef e +ĠJ r +Ġthem e +Ġpass ion +ĠP en +Ġinf o +iz er +Ġsh it +ĠC ivil +ap se +c re +Ġpo ly +Ġcomp onent +ĠChar les +ĠIre land +ĠPro v +Ġdo ctors +Ġgr anted +Ġpain t +Ġhon or +Ġsm oke +Ġpay ments +Ġprim arily +ĠKing dom +r ich +ate ll +Ġde als +Ġsched uled +Ġfund amental +Ġprote in +Ġnewsp aper +Ġcl ients +yth on +ĠD ate +h us +Ġfeed back +Ġstret ch +Ġc ock +Ġhot el +ĠQue en +Ġsu gar +Ġj u +Ġmil k +Ġappro val +ĠL ive +Ġequival ent +ef ully +Ġins ert +z ona +Ġext ension +d ri +J ohn +Ġacc omp +S m +ĠF und +Ġconst antly +Ġ` ` +Ġgener ated +ĠA ction +ĠP sych +ĠT ri +Ġrecogn ize +Ġv ary +ph a +ĠR a +d f +et ch +ĠSov iet +Tw o +Ġpattern s +Ġprof ession +an ing +T ime +ĠL im +Ġcol ors +ĠA z +ĠT R +Ġinf ect +Ġphen omen +Ġshe ll +Al so +Ġput s +Ġdel ivery +Ġbro wn +Ġprocess ing +Ġlight s +ess age +ĠBro ok +ĠA ud +l ation +Ġindust rial +L ike +ĠB razil +rou s +ES S +ĠL uc +Ġsome how +Ġ8 5 +Ġpro port +Ġpolit icians +Ġindic ate +Ġh ole +Ġtechn iques +Ġcompet itive +Ġph r +Ġv o +ist ent +ĠD ream +Ġcamp us +Ġaspect s +Ġhelp ful +Ġsh ield +or se +Ġtrig ger +m al +Ġ5 8 +Ġt ort +Ġperson ally +Ġt ag +Ġkeep s +ĠV ideo +Ġben ch +Ġg ap +a ire +Ġe ast +Ġrec overy +per ial +Ġprof it +ĠM ic +Ġ5 7 +Ġcol on +Ġstrong ly +st yle +Ġalleg ations +h an +Ġrep orters +j o +r ine +arg et +and al +Ġ0 3 +Ġfl ash +tr ans +Ġstr ict +Ġpark ing +ĠPak istan +Ġl i +Ġwe ird +ĠE ric +Ġreg ions +ĠJ un +Ġint ellect +ĠW H +od ing +rib utes +up id +ĠT it +Ġf inger +or ia +Ġe lev +ĠF ield +Ġcon clusion +; ; +Ġfeel ings +Ġext ensive +Ġm ixed +Ġne uro +v y +Ġhar ass +ĠC irc +ou ch +Ġterrit ory +Ġsuccess fully +M ar +Ġing red +Ġoverw hel +Ġl ayer +V iew +Ġall ies +ill ance +ĠTh ree +Ġb unch +Ġnorm ally +Ġnet works +Ġsac r +ĠC IA +b les +Ġch ose +Ġopp onents +Ġregard less +Ġfr anch +Ġpre f +ĠP o +Ġbr idge +ann a +ĠSil ver +Ġw age +p age +ri or +Ġrad ical +ĠL ittle +Ġman ip +Ġsecret ary +Ġg ang +D R +F A +Ġdec ent +ĠSp irit +Ġun cle +ĠDevelop ment +Ġinvest ors +Ġwall s +Ġpub lish +Ġgener ate +iss ions +c ar +Ġprom ote +Ġcut ting +Ġche st +Ġdrink ing +Ġcollect ed +Ġ7 2 +Ġhop ing +Ġem br +gor ith +Ġwar ned +Ġinstruct ions +O G +ĠD id +ĠAg ency +Ġg ear +Ġcritic ism +ĠF urther +Ġut il +ann y +R ed +Ġcoun sel +ĠAs ian +Ġredu ction +p ool +Ġteach ing +Ġdeep ly +i y +Ġestim ates +Ġcho ices +Ġperman ent +in em +ke l +Ġf asc +p se +f ile +ĠL ow +ĠP erson +Ġt ournament +st al +Ġm el +U ST +ĠR ay +az i +V al +Ġcont ained +ĠH olly +Ġw ake +Ġreve al +Ġprocess es +ĠIS IS +Ġ0 9 +Ġbl ind +Ġste el +ĠB ad +Ġcare fully +app y +ro it +Ġg aming +Ġhous es +ĠC oll +Ġtr uck +er m +Ġsc ored +Ġocc as +ret urn +b ound +v ar +Ġsh arp +Ġaf raid +ĠE X +am ber +c ific +Ġsche me +N C +ĠPol it +Ġdecl ine +Ġ199 8 +Ġpus hing +Ġposs ession +Ġpriv ile +Ġteacher s +Ġy ield +H A +ĠDav is +it led +#### #### +Ġr ig +ĠD aniel +ac on +Ġh ide +ut en +Ġcolle agues +Ġprin ciples +Ġl oud +Ġs in +ĠDem on +Ġst one +Ġ0 2 +Ġt aught +Ġter rible +Ġst uck +ĠPol icy +te en +Ġimplement ation +ĠB BC +ĠAP I +Ġwhe el +all as +Ġch ampions +ol ars +play er +Ġrepeated ly +ĠSt ill +Ġlik es +ast y +es ter +ĠCath olic +R L +Ġb ath +Ġno ise +t itle +Ġn orthern +P art +Ġmag n +Ġf ab +ĠAs h +Ġdis pl +Ġtick et +Ġm urd +Ġalong side +ĠMus ic +Ġr iver +ĠSte el +ĠC L +ĠPl ayer +ĠM ult +ow ing +re p +s ize +Ġt ur +ĠGeorg ia +isc al +ra ction +Ġc able +Ġ5 9 +Ġw ins +Ġup coming +Ġsurv ive +Ġins pired +ĠEduc ation +Ġstat istics +ĠF oot +iam i +Ġy ellow +ĠP age +. - +ĠH as +Ġur ban +Ġa x +es sel +\ " +Ġquarter back +Ġreg ister +ĠLab or +Ġab ilities +ĠF amily +Ġvar iable +ĠPr ice +Ġcont em +Ġth in +ĠE qu +d ata +Ġg otten +Ġconst it +Ġas ks +Ġt ail +Ġexc iting +ĠE ffect +ĠSp anish +Ġencour age +ins on +ĠA h +Ġcommit ment +C S +Ġr ally +Ġ: : +Ġsubs id +Ġsp in +Ġcapt ured +201 8 +Ġinn oc +Ġalleged ly +ĠC ome +Ġart ists +ĠN umber +Ġelect ronic +Ġreg ional +ap es +Ġw ra +Ġmy th +pr ise +ĠM iller +ĠC reat +ĠEp isode +b ell +Ġdirect ed +Ġext ract +Ġs orry +Ġv ice +ag ger +ĠSu pport +Ġ6 6 +ĠI ron +Ġwonder ful +Ġg ra +N et +ion e +E ng +Ġsh ips +ik es +ĠK evin +it ar +Ġactiv ists +tr ue +ĠAri zona +ent h +ĠDes pite +ĠS E +Ġha bit +ern el +Ġin qu +Ġab ortion +Ġv oid +Ġexpl icit +Ġeng aged +Ġang ry +Ġr ating +Ġfr ag +b ro +ick ing +d ev +Ġwor ried +Ġob ser +Ġap artment +ĠG T +Ġest ate +ĠConst itution +em on +ĠS now +Ġcount y +Ġdis ag +ĠStep hen +Ġimm igrants +w ind +ĠN ations +Ġfol ks +O ut +Ġg all +Ġtarget ed +Ġst ead +ĠB on +ĠL ib +Ġinform ed +Ġ12 0 +ch ain +idel ines +or ough +Ġdri ven +Ġregular ly +Ġbas ket +Ġprinc iple +oc ument +Ġst un +ib ilities +ĠRom an +ĠAb out +Ġal ert +Ġdemocr acy +Ġrepresent ed +H S +c ers +p arent +Ar t +p ack +Ġdi plom +re ts +ĠN O +Ġcapt ure +ĠAd v +Ħ ¢ +Ġannounce ment +ĠL ear +Ġh ook +Ġpur s +ĠS uch +ĠC amer +Ġrefuge es +ĠV e +P ol +Ġrecogn ized +l ib +Ġhad n +A ss +Ġpil ot +us hing +Ġreturn ing +Ġtra il +ĠSt one +Ġrout ine +Ġcour ts +Ġdes per +Ġfriend ly +ĠIt aly +Ġpl ed +Ġbreat h +Ġstud io +N S +Ġimp ressive +ĠAfghan istan +Ġf ing +Ġd ownt +ink ing +ĠR og +i ary +col or +se x +ar on +Ġf ault +ĠN ick +D own +ĠR ose +ĠS outhern +X X +is odes +L ist +6 00 +Ġout come +er r +Ġelse where +Ġret ire +Ġp ounds +ĠGl obal +Pe ople +Ġcommun ications +Ġlo an +Ġrat io +ĠEm pire +Ġg onna +Ġinv ent +D F +Ġ19 70 +ĠComm on +p at +Ġprom ised +Ġd inner +ĠH om +Ġcreat es +Ġoper ate +ver ty +ĠJ ordan +et ime +Ġsust ain +R eg +Ġincred ible +im a +Ġwar rant +Ġm m +A tt +Ġlaw suit +Ġreview s +it ure +ĠS ource +l ights +ĠF ord +Ġ6 3 +g roup +st ore +Ġfeat ured +Ġfore ver +Ġpo verty +ĠP op +ĠC NN +az z +ab is +ach ing +Ġl aid +ĠSu pp +Ġfil ter +en a +ĠCommun ity +Ġcreat ures +u ction +ĠR oyal +Ġassoci ation +ĠCon nect +ĠBr ad +âĸ Ī +l ers +the re +ĠG i +Ġval uable +AC K +ĠT aylor +Ġl iquid +ĠAtt orney +ĠCar l +ĠF inal +ag a +ĠWil son +B ecause +ĠProf essor +ak a +Ġincred ibly +r ance +! ) +R ef +s k +Ġsol utions +Ġatmosp here +Ġbl ame +um es +ĠN ob +C A +um ps +r ical +ĠPut in +ĠD est +or ic +ĠP A +Ġrespect ively +w an +Ġfif th +â Ħ¢ +ĠC ry +Ġgovern or +res ident +Ġpurch ased +Ġh ack +Ġint ense +ob s +Ġorig in +Ġdef ine +Ġcare ful +** * +Ġshould er +Cl ick +Ġt ied +Ġdest ruction +ou red +Ġno body +Ġh o +ĠEx per +Ġt ip +" ; +Ġtechn ique +Ġj ur +ĠP ok +b ow +Ġleg end +Ġacc ord +Ġbus y +ĠInt el +Ġh ang +ak i +. ] +âĢĶâĢĶ âĢĶâĢĶ +Ġsur gery +Ġrep rodu +Ġun iform +Ġscen es +c ode +Ġ6 2 +l isher +ĠH ave +ph ia +Ġcry pt +Ġrec on +Ġsc ream +Ġadop ted +Ġsc ores +N e +ĠIt alian +in cluding +B O +Ġindic ated +Ġent ertain +G u +T ext +i el +Ġtw enty +Ġeng age +off s +ĠPac ific +Ġsm ile +Ġperson nel +Ġto ler +Ġdo ors +Ġt one +Ġmach ines +Ġent ering +ten ance +C O +ĠJer sey +Ġfore st +Ġhor se +Ġcompl aint +ĠSpr ing +y o +ĠPl us +ed ing +ĠRet urn +qu arters +ial s +c ow +Ġacad emic +Ġf ruit +Ġ199 6 +og ether +Ġw ine +Ġpur su +ĠSte ven +Ġlic ens +Wh o +Ġclot hes +re ction +Ġsqu ad +Ġst able +Ġr aw +z ens +St ar +ut ies +anc er +Ġke ys +ĠM u +Ġcompl icated +ig er +ĠTe xt +Ġabs or +Ġ6 8 +Ġfun ny +Ġrel ief +ĠL ew +ĠC ook +Ġch art +Ġdraw ing +G E +Ġmod ule +ĠB ull +I LL +Ġs alt +0000 0000 +il le +Ġres ource +aw ay +adel phia +ĠB ru +Ġ6 7 +Ġsome body +Ġparticip ate +Ġro se +we red +Ġmus cle +Ġcons ent +Ġcontin uing +ĠGuard ian +ĠOr der +reg on +Ġre ar +Ġprov ision +Ġlik ed +ri ent +Ġb ra +Tr ans +Ġmeet ings +Ġto x +Ġcon vent +Ġaut o +Ġrec ording +ĠSo ft +00 1 +ĠR oll +Ġprogram ming +Ġp ic +Ġprov ed +Ġst ab +ĠA st +Ġca ption +ul ating +ĠAtt ack +Ġnew ly +Ġ199 7 +f r +Ġdis cipl +ĠGree k +Ġed ition +ĠDo es +ĠB ox +if le +ack et +Ġpass es +Ġgu est +Ġac celer +it als +U D +Ġaut hent +ĠR est +ov al +t a +u ine +Ġarm or +ĠT own +Ġcomp at +Ġinc hes +Des pite +Ġass ign +he rent +Ġprep are +ĠM eg +oc key +Ġdep ends +Ġtrack s +w atch +Ġl ists +ĠN orthern +Ġal ter +re c +ĠE astern +Ġcond em +Ġevery where +? ' +Ġaff ili +Ġf ought +": {" +Ġm ac +it arian +Ġsc ope +ĠA L +aw s +ar ms +Ġqu e +Ġenjoy ed +nes ota +Ġagg ressive +ĠSt ory +ĠI V +Ġrec ipe +Ġrare ly +ĠMed ical +val ue +ang el +ay ing +omet hing +Ġsub section +Ġs outhern +Ġfrequ ency +re te +roll ed +ult s +ĠN ic +Ġbeh alf +Ġsequ ence +ab et +Ġcontrovers ial +Ġcomp rom +Ġwork er +Ġmain ly +Ġal gorith +ĠM ajor +or ce +g ender +Ġorgan ized +Ġf ake +Ġconclud ed +ĠE D +ĠEx ec +r age +Ġch ances +ber ry +ĠTr ad +Ġconfig uration +Ġwithd raw +Ġf ro +ud es +ĠBro ther +ĠB rian +Ġtri es +Ġsam ples +Ġb id +ĠGold en +Ġphot ograph +if est +ĠD O +ĠPar liament +******** ******** +R em +Ġcont est +Ġsign ing +p x +ĠZ eal +âĶĢ âĶĢ +E ar +Ġex it +Be fore +ĠCor por +n ull +mon th +Ġrac ial +ott ed +ĠV eg +ĠRe uters +Ġsw ord +ps on +ĠRom ney +a ed +Ġt rib +Ġin ner +Ġprot ocol +ĠB i +ĠM iami +ever al +p ress +Ġsh ipping +ĠAm endment +ĠHow ard +con nect +ĠD isc +ĠJ ac +iam ond +ĠThere fore +s es +ĠPrin cess +ĠUS B +ĠAn th +Ġsurve illance +Ġap olog +Ġ6 1 +ow a +Ġf ulf +j s +Ġl uck +ust ed +Ġ § +n i +Ġant icip +em an +Ġwin ner +Ġsil ver +ll a +ic ity +Ġunus ual +Ġcr ack +Ġt ies +e z +Ġpract ical +Ġprov ince +ĠPl ace +Ġprior ity +IC E +Ġdescrib es +Ġbr anch +F orm +ask a +miss ions +b i +Ġp orn +ĠTur k +Ġent hus +Ġf ighters +Ġ0 8 +ĠDet roit +Ġfound ation +av id +A re +Ġjud gment +cl ing +Ġsol ve +ĠDes ign +W here +hes is +ĠT ro +a fter +Ġne utral +ĠPalestin ian +ĠHolly wood +Ġadv is +ĠN on +y es +ol is +Ġrep utation +Ġsm ell +Ġb read +ĠB ul +ĠBe ach +Ġclaim ing +Ġgen etic +Ġtechn ologies +Ġupgr ade +row s +Ġdevelop er +ĠJ osh +ĠDis ney +erv ed +ip al +Ġun ex +Ġbare ly +t hen +ĠP ub +Ġill ness +et ary +ĠB al +Ġp atch +Ġbut t +Ġst upid +ĠD og +ĠD allas +f ront +ie ce +Ġprot ests +Ġch at +oen ix +Ġw ing +Ġpar liament +Ġ7 7 +ose xual +Ġre nder +pt ions +ĠCo ast +os a +ĠG reg +h op +ĠMan agement +Ġbit coin +Ġrec over +Ġincor por +or ne +ĠUs ing +Ġpre ced +Ġthreat ened +Ġspirit ual +ĠE vent +ĠF red +Ġadvert ising +Ġimprove ments +ĠC ustom +Ġer rors +Ġsens itive +ĠN avy +Ġcre am +L ook +Ġex clusive +Ġcomp rehens +Ġde leg +Ġcon ce +Ġrem em +Ġstruct ures +Ġst ored +N D +Ġ1 000 +U P +ĠB udd +A F +w oman +ĠAcad emy +ð Ł +se a +Ġtem porary +Ab out +es ters +Ġtick ets +Ġposs ess +in ch +o z +Ġl a +Ġcontract s +Ġun p +Ġc ig +ĠK at +ult ural +as m +Ġmount ain +ĠCapt ain +St ep +m aking +ĠSp ain +Ġequ ally +Ġl ands +at ers +Ġreject ed +er a +im m +ri x +C D +Ġtrans action +g ener +less ly +Ġ| | +Ġc os +ĠHen ry +Ġprov isions +Ġg ained +Ġdirect ory +Ġra ising +ĠS ep +ol en +ond er +Ġcon sole +in st +Ġb om +Ġunc ertain +1 50 +ock ing +Ġmeas ured +Ġpl ain +Ġse ats +Ġd ict +S L +af e +Ġest imate +iz on +at hered +Ġcontribut ed +Ġep isodes +omm od +G r +AN T +Ġ6 9 +G ener +Ġ2 50 +vious ly +rog en +Ġterror ism +Ġmove ments +ent le +oun ce +ĠS oul +Ġpre v +ĠT able +act s +ri ors +t ab +Ġsuff er +Ġn erv +Ġmain stream +ĠW olf +Ġfranch ise +b at +Ġdem ands +Ġag enda +Ġdo zen +Ġclin ical +iz ard +ĠO p +t d +Ġvis ited +ĠPer haps +Ġact or +Ġde lic +Ġcont ribute +Ġin ject +ĠE s +ac co +Ġlist ening +Ġcon gress +epend ent +Ġprem ium +Ġ7 6 +ĠIr ish +Ġass igned +ĠPh ys +Ġworld wide +Ġnarr ative +ot ype +m ont +b ase +ĠB owl +ĠAdminist ration +Ġrel ation +ĠE V +C P +Ġco vers +Ġ7 8 +Ġcert ific +Ġgr ass +Ġ0 4 +pir acy +ir a +Ġengine ering +ĠM ars +Ġun employ +ĠFore ign +st ract +Ġv en +Ġst eal +Ġrepl ied +Ġult imate +Ġtit les +d ated +Ġj oy +a us +Ġhy per +ak u +Ġoffic ially +ĠPro duct +Ġdifficult y +per or +Ġresult ed +rib ed +l ink +wh o +~~ ~~ +ĠSpe ed +ĠV iet +W ind +ĠBar ack +Ġrestrict ions +ĠSh are +Ġ199 5 +ition ally +Ġbeaut y +op t +Ġm aps +ĠC R +ĠN ation +ĠCru z +W ill +Ġelectric ity +Ġor g +Ġb urd +Ġviol ation +Ġus age +Ġper mit +ĠCh ron +ĠF ant +Ġn aturally +Ġ0 7 +Ġth rown +ĠAw oken +Ġal ien +ĠHer o +ĠK ent +ĠR ick +ri ke +Ġp ace +}, {" +G L +Ġpo ison +ĠT ower +Ġform al +al ysis +Ġgen uine +Ġk il +a ver +Ġproced ure +ĠPro p +intend o +ĠM ain +as ant +Ġtr ained +G ame +ĠL oad +ĠM A +Ġcru cial +Ġle ts +ĠF R +Ġch ampion +1 01 +ĠCon ference +Ġwrit ers +Ġconnect ions +Ġo kay +ir ms +ĠR and +Ġenc ounter +ĠB uff +Ġachie ved +Ġche cks +isc ons +Ġassist ant +Ġwhen ever +ĠA ccess +ĠU r +b in +Ġcl ock +is p +op her +Ġb orrow +Ġm ad +Ġperson ality +on ly +IS T +ab ama +Ġg ains +Ġcommon ly +Ġter r +Ġhyp ot +Ġre ly +Ġt iss +iscons in +Ġrid ic +f unction +ĠO regon +Ġun com +r ating +el and +ĠN C +Ġm oon +ann on +Ġvulner able +ut ive +³³ ³³ +ĠRad io +Ġw estern +se ct +ĠT ony +Ġocc urs +ĠO s +ĠH on +Ã Ń +Ġv essel +ĠScot land +Ġdiscrim ination +Ġsubsequ ent +st ring +Ġfant asy +ĠSh adow +Ġtest im +W E +it i +r as +Ġbo at +Ġmar ks +Ġord inary +Ġre n +Ġrepresent ative +Ġpet ition +Ġ7 3 +Ġad venture +Ġign ore +ĠPhil adelphia +ĠS av +V P +Ġfact ory +Ġt asks +Ġdep ression +z ed +................ ................ +ĠSt orm +Ġc ogn +Ġelig ible +Ġredu cing +v ia +Ġ0 5 +Ġstri king +Ġdoll ar +h o +O V +Ġinstr ument +Ġphilosoph y +ĠMo ore +ĠA venue +Ġrul ed +ĠFr ont +IN E +ĠM ah +Ġscen ario +ĠNAS A +Ġen orm +Ġdeb ut +Ġte a +T oday +Ġabs ence +S im +Ġh am +le ep +Ġt ables +ĠHe art +M I +K e +re qu +V D +m ap +Ġchair man +Ġp ump +Ġrapid ly +v i +Ġsubstant ial +E P +d es +ch ant +ili pp +ĠS anta +ri ers +anche ster +L oad +ĠC ase +Ġsa ving +Ġ7 4 +ĠA FP +er ning +oun ced +ĠMin nesota +ĠW as +Ġrec ru +Ġassess ment +ĠB ron +U E +Ġdynam ic +Ġf urn +ul ator +Ġprop ag +h igh +Ġacc ommod +Ġst ack +ĠS us +w rit +Ġre ven +ĠGod d +ĠZeal and +ab s +Ġbr ut +Ġper pet +h ot +Ġhard ly +ĠB urn +ãĤ ¹ +Ġst y +Ġtrans actions +Ġg ate +Ġsc reens +Ġsub mitted +Ġ1 01 +Ġlangu ages +ugh t +em en +Ġfall s +Ġc oc +Ĥ ¬ +Ġstri kes +p a +Ġdel iber +ĠI M +Ġrel ax +ann els +ĠSen ator +Ġext rem +Ġ} , +ĠDe b +Ġbe ll +Ġdis order +c ut +Ġi OS +Ġl ocked +Ġem issions +Ġshort ly +" ] +ĠJud ge +ĠS ometimes +Ġr ival +Ġd ust +Ġreach ing +F ile +¯¯ ¯¯ +ino is +ĠJ ason +Ġs atell +are t +Ġst ations +Ġag ric +ĠTechn ology +com es +ĠUn fortunately +ĠChild ren +Ġappl ies +ast ed +Ġan ger +ail ability +ĠDam age +Ġcomp are +ĠStand ard +Ġaim ed +ĠB a +angu age +Ġreg ulation +Ġj ury +Ġair port +Ġse ctions +ĠPr ince +em ed +Ġmedic ine +Ġh itting +Ġsp ark +ol ves +Ġad s +St ate +Ġfood s +Ġrepl acement +Ġch icken +Ġlow est +Ġmind s +Ġinvol ves +u i +Ġarr ang +Ġproced ures +ĠWh ich +ivers ary +Ġb ills +Ġimprove ment +Ġin ev +Ġexpect ations +Ġintellect ual +Ġsp aces +Ġmechan ism +2 50 +bre ak +ĠZ e +ĠT enn +ĠB alt +Ġbar rel +Ġstat ic +man n +Pol ice +Ġt ips +Ġhand ling +c us +od ed +il ton +ir y +Ġjournal ists +our se +Ġcom ic +Ġnom ine +IT Y +Ġvers us +Ġlo op +Ġsur f +ĠInd ust +ĠHun ter +Ġbelief s +is an +Ġset up +Ġbre w +im age +Ġcomput ers +f ol +} ," +ĠMed al +Ġtax p +Ġdisplay ed +Ġg rav +Ġf iscal +M on +ĠMos cow +ĠK ong +ĠCent re +Ġcamer as +ĠMr s +ĠH ay +Ġa ver +ĠK elly +p y +Ġrequire ment +Ġent itled +omb ie +Ġsh adow +ag ic +ĠA k +Ġel ite +Ġdiv ided +Ġhead ing +Ġcop ies +Ġloss es +Ġv it +k ed +ĠB ry +Ġan s +ĠSte am +Ġrep orter +he im +ĠIt em +Ġsuper ior +d on +ere nt +à ¶ +Ġtherap y +Ġpe ak +ĠMod el +Ġl ying +Ġg am +z er +r itten +Ġrespons es +Ġconsider ation +ĠB ible +Ġl oyal +Ġinst ant +Ġp m +ĠFore st +à ¼ +Ġext end +Ġconv icted +Ġfound er +Ġconv in +ĠO ak +che ck +Ġsch olars +p ed +Ġover se +T op +c ount +ĠAr k + · +Ġ0 6 +ĠL A +m d +ĠLat in +im ental +ĠC PU +Ġsubst ance +Ġminor ity +Ġmanufact uring +E r +ocol ate +Ġatt ended +ĠMan ager +r ations +Ġappreci ate +om y +GB T +id ency +B L +Ġguarant ee +pos ition +Ġo cean +clud e +Ġhead ed +Ġt ape +Ġlo ose +Ġlog ic +Ġpro ven +Ġsp ir +Ġad mit +is a +Ġinvestig ate +Ġ199 4 +sy lv +ĠL ost +c est +Ġ7 1 +Ġrequest ed +Ġwind ows +ĠPok é +ĠWith out +M et +Ġbehavi our +Ġread er +Ġh ung +ĠKe ep +Ġro les +Ġimplement ed +Ġbl ank +Ġserv es +ĠJ ay +Ġc ited +ĠF riend +prof it +ap on +Ġrep air +it em +arr ass +Ġcrit ics +ad i +ĠF ather +Ġsh out +Ġf ool +Ġ8 8 +Ġprodu cing +Ġl ib +Ġround s +Ġcirc le +Ġpre par +Ġsub mit +Ġn ic +mor row +ãĥ « +U nder +Ġv ital +ater n +Ġpass word +Ġpublic ation +Ġprom inent +Ġspeak s +Ġb ars +Ġde eper +ĠM ill +port ed +Ġw id +Ġbut ter +Ġsm oking +Ġindic ates +K ey +rop ri +ĠF ile +all ing +ast ing +ĠR us +Ġad j +Ġ7 9 +av al +Ġpres um +bur gh +on ic +Ġf ur +Ġpoll s +ik a +Ġsecond ary +Ġmon ster +ig s +ĠCur rent +E vent +Ġowners hip +end ar +Ġarri ve +ĠT ax +Ġn ull +ĠPri v +Ġth ro +Ġk iss +c at +Ġup set +ang le +it ches +ect or +olog ists +ĠGal axy +Ġcor ruption +Ġh int +ent er +ĠH ospital +Ġgreat ly +Ġbeg un +es y +Ġso il +ĠAnt on +Ġmain tenance +ãĥ © +Ġdo zens +Ġhuman ity +ĠAl abama +Ġr om +w orth +ap ing +sylv ania +l ah +Ġg athered +G A +Ġattack ing +f ound +ĠSqu are +Ġar bit +ict ions +ĠW isconsin +Ġd ance +ĠS aint +arch y +Ġbase ball +Ġcontribut ions +Ġliter ature +Ġex ha +per ty +t est +Ġb ab +Ġcontain er +let ter +Ġfall en +Ġwebs ites +Ġbott le +ĠS ac +Ġbre ast +ĠP L +Ġveter an +Ġinterview s +ĠA le +Ġb anned +eng ers +ĠRev olution +in th +Ġconc erning +IV E +Ġexp enses +ĠMatt hew +ĠColumb ia +d s +ist ance +Ġent ity +.. ." +Ġrel iable +Ġpar alle +ĠChrist ians +Ġopin ions +Ġin du +l ow +Ġcompet e +Ġth orough +Ġemploy ed +Ġestablish ment +ig en +ĠC ro +Ġlawy ers +ĠSt ation +T E +ĠL ind +ĠP ur +it ary +Ġeffic iency +âĢ IJ +ĠL y +Ġm ask +Ġdis aster +Ġag es +ER E +es is +ĠH old +Ġcas ual +b led +Ġen abled +ĠEn vironment +ĠInt elligence +i per +ĠM ap +ĠB E +Ġemer ged +is dom +Ġc abin +Ġregist ration +Ġfing ers +Ġro ster +Ġfram ework +ĠDo ctor +et ts +Ġtransport ation +Ġaware ness +H er +Ġattempt ing +O ff +ĠSt ore +ÃĥÃĤÃĥÃĤ ÃĥÃĤÃĥÃĤ +ĠK now +Ġdef ence +Ġsc an +ĠT en +ĠCh air +ĠP H +ĠAtl anta +Ġfuck ing +Ġans wered +b n +ĠK ar +Ġcateg ories +Ġr ational +Ġc ust +Ġrob ot +Ġcorrect ly +Ġg if +Ġgraph ics +m ic +Ġground s +ĠO pp +i ate +Ġdist ributed +Ġsan ctions +Ġchalleng ing +ut o +Ġingred ients +Ġinv ited +Ġfound ed +ĠRe qu +d ed +Ġb owl +Ġbrother s +ĠH a +I O +Ġw ages +im ore +oc ial +Ġse ed +ative ly +Ġaddress es +ĠI owa +ab eth +Ġatt itude +is d +ch ild +Ġm ole +Ġdisco very +y ard +B r +Ġ8 2 +Ġsuppl ies +ell ing +Ġdist ingu +C R +Ġre cept +Ġ vert +Ġsw im +b ec +d oor +ĠY eah +Ġg al +Ġinter act +ĠE SP +ĠC S +amp s +Ġconvin ced +Ġobject ive +Ġdis h +ĠPhot os +l ad +Ġdownt own +o il +in ction +Ġto morrow +ĠC OM +Ġsurv ival +sh ot +Ġsett lement +C ons +ĠX box +int erest +ĠS M +arg o +en ess +Ġeth nic +b ered +M in +ĠT ok +Ġinc ent +ĠComm and +Ġmain tained +Ġbreak s +br idge +at ar +ag g +ĠF inally +un icip +ĠO nt +le ft +Ġrecogn ition +Ġ* / +ĠP ers +Ġwe lf +Ġaddress ed +ĠK ansas +Ġvir us +Ġwhere as +Ġp apers +ram s +ĠMin istry +Ġple asure +Ġacqu ired +Ġd uration +j pg +Ġcal m +ĠN HL +Ġburn ing +Ġfold er +ick ed +ĠP y +ĠIll inois +Cl ass +ĠGodd ess +Ġperform ing +Ġwelf are +j ar +In ter +Ġl in +Ġenh ance +Ġnot ion +f are +yp es +ĠAre a +Ġcann abis +ĠDie go +f s +ĠM anchester +com m +in ite +Ġcover ing +ĠS ound +Ġ19 60 +Ġ8 4 +e lect +z ing +Ġcitiz en +Ġph ones +Ġr aid +Ġign ored +ĠOb ject +Ġu pload +c ard +Ġmod ified +Ġroom s +ia h +r ange +he ast +ach us +Ġsuggest ing +âĢ ĭ +gr ade +E l +Ġclot hing +Ġr h +ĠH an +un ity +en cing +ĠAust in +sec ution +t ra +d em +ĠQ ual +Ġhe aven +Ġst ages +Ġw edd +pl us +ific ial +ĠIm m +ĠH o +iet ies +Ġphr ase +Ġbr ill +act ory +Ġprov iders +Ġsil ence +Ġa er +ĠA I +ĠAd venture +Ġplatform s +Ġdemonstr ated +Ġinter f +ing ton +Ġr aces +Ġgr ade +ult ane +ĠTh rough +f alse +Ġb ow +ĠA B +Ġfl avor +Ġhistor ic +g ov +Ġcol our +Ġview ed +ĠEm ail +el come +Ġinter vention +Ġd iversity +Ġperiod s +Ġre verse +ĠV ery +Ġqu ote +ĠLe ft +th rough +Ġsc rew +Ġland ing +Ġp ill +Ġw et +Ġprot esters +Ġrepe at +av ed +er k +Ġsal ary +ĠPenn sylvania +St ill +Ġmay or +Ġkit chen +Ġfeat uring +ĠM useum +ĠT ournament +ĠF al +Ġser vers +U C +Ġany body +im g +ĠTr ade +ixt ure +the less +Ġfin ance +Ġcl osing +ĠPat ri +i ac +ab el +Ġ> > +or ous +Ġf irms +sc reen +un a +Ġemb arrass +ul se +Ġlet ting +Ġth rew +ile y +Ġch annels +l an +ĠVeg as +Ġse ar +Ġfant astic +ar re +uzz le +ĠD er +Th ose +Ġsw ing +Ġshe et +ind ex +co ver +og an +Ġvari ables +ĠTe ch +Ġsp oken +ac hel +ĠD a +ĠMount ain +Ġload ed +Ġfoot age +vers ion +Ġun l +ĠPh oenix +Ġthrow ing +Ġf iring +Ġtrack ing +Ġw idth +Ġstrugg ling +ro oms +ot ion +Ġmonth ly +ĠSer ver +Ġegg s +op en +M C +Ġ199 3 +Ġh ired +Ġstay ed +ĠAll en +Ġst ro +Ġ9 8 +st ep +ĠTurk ish +Ġfab ric +ist ing +ĠD om +Ġd ates +Ġpr on +Ġbasket ball +Ġl ucky +ĠArab ia +Ġassum ed +est y +Ġaff airs +Ġgl ad +ĠInd eed +ĠF A +ĠW ord +Ġjo ining +if ice +p read +ir ts +ĠSe lect +Ġpop ulations +aw are +Ġn ose +Ġcompl aints +st art +Ġsc oring +Th anks +Ġmin ing +Ġvisit ors +S H +Ġdam aged +Ġcharacter istics +ĠP ent +D C +Ġ8 3 +ĠS ix +r ates +Ġfl ags +ĠB rew +d og +M ark +// // +Ġexec ution +Ġj oke +ph ones +Ġtestim ony +Ġob st +Q L +ĠC ut +Ġstud ied +ĠN intendo +ick et +ĠN BC +Ġl ad +ĠB ra +ĠM oh +Ġk ernel +Ġoverwhel ming +Ġag ed +Ġapplic able +ĠC ond +Ġroad s +ĠBl ock +m ade +od ge +Ġcomm ands +Ġoff ices +vel and +Ġt ut +Ġrece iver +ĠF ro +Ġsho pping +Ġi P +ĠSt re +ĠA BC +Ġentertain ment +ĠB ow +ort ed +M c +Ġread s +gr ad +ĠCol lect +Ġâ ĪĴ +ĠCap ital +eder ation +Ġemploy er +Ġinvolve ment +Ġanx iety +al ia +Ġro of +ĠAm ong +ĠDemocr at +Ġstat s +ĠV ill +Ġconst itutional +Ġrefer ring +itt y +Ġtack le +out ube +Ġback ed +ĠH ong +ĠBro ad +Ġe le +ĠO tt +Ġ199 2 +h our +achus etts +C al +Ġdefe ated +Ġ8 1 +es p +Ġseem ingly +w as +ĠJ enn +ĠK urd +Ġg ene +Ġdisc ount +R et +EC T +( ); +Ġclub s +Ġs id +ĠM arsh +Che ck +Ġp p +ĠE ag +ides pread +Ġbe ings +F T +Ġintrodu ction +ĠCh ange +AR D +Ġ1 10 +ad ows +ier ce +Ġme al +a uthor +ĠB ang +lah oma +Ġr anks +201 1 +?? ?? +m ax +Ġcoll apse +Ġop ens +Ġe cho +Ġs oph +Ġrac ist +Ġenorm ous +Ġw aves +Ġt ap +Ġcomprehens ive +. -- +ĠR oy +Ġfarm ers +Rel ated +a ired +ron es +ĠC rim +Ġproport ion +Ġdesign s +Ġnegoti ations +Ġvirt ually +ĠBat man +Ġwar n +Ġlegit imate +m ate +Ġcon vention +, , +net ic +ĠS D +Ġconsist ently +Ġcompens ation +Ġpunish ment +Ġy e +Ġt ie +ĠB ureau +ir lf +ĠB u +ĠA ren +ĠPh ilipp +Ġkn ife +Ġmem ories +ĠR oss +Ġang le +Ġ8 6 +ĠTh under +Ġre nd +ĠT our +Ġcount s +s ung +ĠIm p +Ġeduc ational +Ġaccess ible +C OM +Ġd rew +y er +G l +am ine +OR T +O B +I B +m aster +Ġtri als +og y +h ar +ĠTr ust +Ġprefer red +irlf riend +ĠN ev +Ġb in +Ġc ow +P age +Ġsign ature +ĠB L +7 00 +Ġret ired +Ġby tes +Ġneigh b +ĠLeg end +Ġdev ast +Ġsuspect ed +is ons +ĠPoké mon +sc ale +Ġcap abilities +Ġre vel +Ġche ese +d y +igr ant +Ġfail ing +b its +ĠHer oes +ĠG host +ĠS cient +Ġappoint ed +ur i +Ġinst itution +Ġexpand ed +g reg +Ġmonitor ing +Ġp odcast +Ġcoal ition +Ġ9 6 +J o +Ġst olen +ĠS ab +Ġstop s +Ġhol iday +Ġint r +C ar +Bl ack +ĠL GBT +Ġwar ming +ĠAnd erson +Ġ8 9 +Ġprodu cer +M ed +Ġaccur acy +ĠMar vel +iz abeth +ĠPat rick +m ony +Ġmin i +ac les +Ġover t +the y +Ġmembers hip +ĠV en +Ġex ch +Ġrem oval +ĠD ave +T Y +m ad +ĠF ind +Ġad equ +Ġe c +Ġte eth +Ġemot ion +Ġper m +Ġsole ly +d b +Ġextra ord +IG HT +c al +Ġgu idelines +Ġd ying +Ġsusp ended +ĠPrem ier +ĠAnth ony +el ve +Ġd ad +ĠE th +ĠFoot ball +Ġabandon ed +Ġ< < +Ġm arch +Ġhor ror +âĢ¦ " +Ġchild hood +Ġcampaign s +Ġl unch +ĠAl bert +bl ock +âĸĪ âĸĪ +ound ing +Ġb one +or gan +ad ers +ĠFl ash +ĠDri ve +Ġton ight +Ġw ars +ĠF L +Ġform ation +con st +New s +Ġcom pe +or ious +ĠSt aff +Ġdiscuss ions +ĠProt ection +ĠJ am +Ġcrit eria +Ġinstall ation +Ġaccompl ish +iz za +Ġpub lisher +Ġresc ue +ĠT ry +U LL +ĠS om +ĠH op +ore t +th s +ord on +Ġp ocket +ĠIn v +Down load +ĠCr ime +Ġb ene +ĠGu ide +ĠAs sembly +Ġparam eters +I E +ĠAlex ander +Ġconc ert +ĠSc he +Ġsh oes +Ġvis iting +Ġrec all +Ġb ub +Ġr ural +Ġconc rete +ĠR os +N ext +R uss +Ġlo ans +ĠSh ield +Ġtre m +hem at +k g +ĠHar ris +is ition +ĠM ove +ĠF C +Ġf ate +ĠCh o +Ġt ired +Ġprinc ipal +h ist +ien ces +ath y +Ġse vent +Ġm ood +Ġstrateg ic +Ġdise ases +Ġfor um +Ġtem por +Ġhead quarters +P ar +ig e +fl ix +Ġgu itar +Ġ9 4 +On ly +Ġrele ases +ro ph +================ ================ +Ġ6 00 +ĠContin ue +ig ate +ĠC rit +sy stem +Ġdis abled +Ġunex pected +ith ub +Ġuncle ar +ĠE st +Ġcontr ad +Ġstrateg ies +vent ures +Ġpass age +AM E +Ġimpro ving +Ġreve als +Ġdecre ase +ov a +Ġann oy +ĠSh ort +ĠL ibrary +Ġcy ber +n ell +ĠH ur +ĠC B +Ġphot ograp +U I +Ġs ed +G e +Ġ8 7 +Ġd iverse +Ġencour aged +Ġcons piracy +Ġbird s +Ġoper ator +Ġhand ful +Ġclass ified +? ) +Ġdram atic +Ġinvestig ators +it o +Ġw idespread +ĠR oom +-------------------------------- -------------------------------- +Ġcollect ive +Ġjournal ist +St ring +Ġtemper atures +il a +Ġgu id +Ġins pect +Ġmiss ile +ĠMay or +Ġman ual +Ġsim ultane +Ġrat ings +Ġsu ck +Ġ9 7 +Ġunivers al +Ġph arm +Ġdis rupt +ian o +A V +Ġf t +Ġstat ist +old s +ĠWalk er +ph p +Ġunder t +ĠL as +ish op +nt il +res hold +ĠWhe ther +M s +Ġden y +ĠCl oud +Ġprov ider +Ġsurv iv +ĠUp date +h as +Ġmist akes +ch arge +pl ed +r ity +Ġn ode +ĠMass achusetts +ool s +lic ation +Ġf ails +em ale +or i +back s +Ġsh irt +Ġ' ' +ĠN AT +Ġwat ers +els on +Ġe ase +Ġsc ar +Ġcont ents +m ind +Ġcont ribution +Ġsh r +Ġhand ed +Ġst ability +Ġtra ve +E m +Ġmir ror +12 3 +Ġwe igh +Ġf iction +ou ver +ist ant +r ition +ĠF ed +Ġphys ically +Ġst ake +ĠArt icle +ĠAr c +ĠLew is +ĠM ind +Ġdemonstr ate +Ġprof its +v ision +om ic +ol id +Ġbatt les +Ġdri ves +Ġeas tern +ĠS ony +!! ! +ar ation +v ard +ĠG L +port ation +Ġ9 2 +Ġlaw makers +Ġprotect ing +ĠE PA +Ġy eah +Ġsh ame +ol ph +e ven +x it +Ġatt ach +Ġrepresent ing +Ġob s +ĠUt ah +iff s +ĠFre edom +à ³ +A K +Ġinc idents +it age +Ġview ers +c d +Ġm ouse +Ġcl ar +Ġaccord ance +Ġb ot +c or +ĠSum mer +he ld +Ġinnoc ent +Ġiniti ative +ol s +________________ ________________ +Ġsp ots +p ace +Ġconvent ional +Ġcorpor ations +Ġblock ed +H D +at tered +Ġref ers +Ġbu ck +ĠDig ital +12 0 +Ġtop ics +T F +Ä ģ +br id +re ement +Ġunder lying +ĠM ember +Ġinvestig ating +Ġpregn ancy +Ġtouch down +ĠB and +ĠCall er +Ġinst ances +P P +w a +G ood +Ġ199 1 +ĠC old +Ġfear s +Ġrem arks +Ĩ Ĵ +at al +Ġm it +Ġexper iments +i pt +Col or +ind u +Up date +Ġ9 3 +A g +Ġ å +anc ouver +B oth +Ġjud ges +Ob ject +Ġst ere +umb n +Ġparticip ation +ĠSt ars +ĠJ ere +Ġweek ly +ĠB an +Ġconvers ations +ĠP itt +u z +ĠIndian a +ĠK ick +Ġinf ection +Ġhero es +Ġsett led +Ġstri p +Ġh al +Ġd ump +ĠS ci +Ġl es +Ġref erences +ĠU RL +ĠBr idge +Ġwant ing +For ce +Ġex clus +Me anwhile +m n +Ġg entle +m aker +sen al +ĠG ro +ou ri +ĠR ain +ĠAll iance +Ġl ift +el a +S D +ĠCle veland +Ġrank ed +Ġst adium +Ġdead ly +ä ¸ +Ġr iding +ar ia +ĠAr mor +Ġdocument ation +ĠGree ce +ree k +Ġl ens +ĠS a +Ġg ross +ĠE mer +ag ers +ĠD ub +ĠR h +ĠAM D +Ġarri val +Ġdes ert +Ġsupp lement +ĠRes p +Ġkn ee +Ġmarg in +f ont +og g +201 0 +ĠP ir +ĠP rom +iv als +Ġint ake +Ġdifferent ly +ug s +Ġb its +clud ed +Ġsearch ing +ĠD u +um ble +Ġfunction al +ĠBalt imore +ĠC ould +Ġdes ired +Ġcirc uit +ĠL yn +ĠG O +ĠF alse +re pre +' : +alt ies +Ġmin im +Ġdro ve +ĠSh ould +Ġh ip +Ġpro s +Ġut ility +ĠN ature +ĠM ode +P resident +o pp +r at +form ance +Ġconcent ration +Ġf ont +ĠB ud +Ġam id +Ġre vers +ĠM L +B ar +Ġinter action +Ġjur isd +Ġspell s +d ep +f il +Ġcivil ians +ut ter +ĠCo oper +ĠBel ow +Ġent rance +Ġcon vert +Ġcontrovers y +ow ered +Ġcontr ary +Ġar c +ĠExec utive +ĠOffic er +Ġpack ages +Ġprog ressive +w idth +Ġreserv ed +v ol +ĠSam sung +Ġprint ed +Ġcent ers +Ġintrodu ce +ĠKenn edy +Ġodd s +Ġsure ly +Ġindepend ence +Ġpass engers +repre ne +ĠBe h +Ġl oves +ĠESP N +Ġfac ilit +Ġident ical +Ġdo ct +Ġpartners hip +con f +ĠH ide +Ġconf used +ĠC ow +M en +Ġw rest +ĠIraq i +Ġh oles +ĠStud ies +Ġpregn ant +h ard +Ġsign als +I X +Ġpull ing +Ġgrad uate +Ġnomine e +D ate +Ġper mitted +Ġâ Ĥ¬ +ĠOk lahoma +St art +Ġauthor ized +Ġal arm +ĠC os +v an +Ġgener ations +c ular +Ġdr agon +ĠSoft ware +ĠEd ward +Ġcontro ller +S en +ge red +ĠV ik +Ġappro ached +Th ank +Ġcan ce +Ġform ula +ĠSm all +Ġweak ness +Ġr amp +it udes +j ud +Ġbrill iant +Ġacc us +s ource +Ġ8 00 +ĠE vil +S w +Ġhom eless +we ek +i ens +r ics +ĠTh ird +T O +Ġorgan ic +Ġpresent ation +ag h +ĠDown load +v ation +Ġas sembly +or able +hold ers +ĠBern ie +ĠHel p +Ġt ong +ĠF ight +Ġbe ach +B ook +ĠL ic +Ġr ush +ĠR ound +ou p +ĠMar x +Ġcalcul ated +ĠDe vil +ĠSar ah +Ġoccasion ally +Ġbul let +Av ailable +g ate +Ġ9 1 +Ġh osp +Ġprom ises +ĠH IV +ĠSt adium +ĠSt ock +ĠCorpor ation +g age +N G +ĠC redit +Ġs ne +ib l +Ġacc um +s uch +Ġterror ists +Ġconscious ness +ĠZ h +Ġdram a +ool a +pir ation +Ġlab our +ĠN in +Ġut ter +Ġdemocr atic +Ġass ass +il ation +Ġg est +Ġab road +Ġmet ab +Ġs orts +Ġfl av +U B +Ġm g +ĠNot hing +ĠO d +Ġmus ical +200 9 +Ġdro ps +oc ated +ater al +0000 00 +Ġg re +Ġequ ality +Ġburd en +Ġv ig +ĠLe ader +-------- ---- +Ġcere mony +Ġf ighter +Ġact ors +Ġ æ +am an +F i +Ġal ign +put er +Ġe lder +ĠN SA +Ġrepresent ation +ĠOnt ario +IT H +usal em +Ġharass ment +itz er +Ġsy mp +Ġbox es +ĠD R +Ġman ifest +at re +Ġ ^ +Ġd ies +le ton +Ġmiss ions +et he +Ġres olve +Ġfollow ers +Ġas c +Ġk m +l ord +am med +Ġsil ent +ĠAssoci ated +Ġtim ing +Ġprison ers +ĠK ings +ĠF ive +Ġtow er +Ġappro aches +Ġprecise ly +Ġb ureau +ĠM other +ĠI ss +Ġkey board +it ual +Ġfund ed +Ġstay ing +Ġpsych ological +Ġm ile +ĠLe on +ĠBar b +w ill +Ġw ider +ĠAtl antic +Ġt ill +ĠR ome +ro t +Ġaccomp an +Ġfl our +ac o +W orld +ĠExp ress +ĠY u +C or +Ġple ased +part y +Ġpoint ing +Ġinf lation +Ġro y +Ġ ), +ain er +Ġwedd ing +orm on +Ġrequ iring +Ġqual ified +Ġse gment +EN D +Ġs izes +e als +Ġcor rupt +ass ador +Ġcele b +Ġdream s +ĠM ess +Ġcheck ing +ĠV ersion +Ġprep aring +Ġact ively +ĠD iff +Ġl ux +ĠW inter +act eria +ĠN E +Ġdep uty +Ġtrans gender +Ġsum mary +Ġin her +er ies +ch ar +ĠY an +Ġkn ock +ĠP ath +Ġl ip +roll er +Ġimp ression +Ġcelebr ate +Ġsl ide +Ġgu ests +Ġcl ip +F S +Ġsav ings +Ġcapt ain +Ġleg acy +ĠDen ver +Ġw ounded +tab oola +AC T +Ġpurs ue +Ġo xy +Ġ q +Ġsem i +ĠN eed +ĠAff airs +Ġob sc +Ġcheck ed +Ġd ual +C ode +ĠM D +le m +ult y +Ġ © +ĠEl izabeth +Ġcent uries +ard ed +s rc +Ġev ident +enn is +at in +Ġunemploy ment +ĠMar io +Ġint im +Ch rist +Ġbi ological +Ġsold ier +ĠAdd ed +Ġm ath +ĠG il +Ġbi as +Ġd ating +ĠO cean +Ġm ice +M us +h ire +ĠT es +Ser ver +lim ited +S ize +Ġmet ers +Ġrock et +es see +Ġcertific ate +ĠIran ian +AS S +Ġgr id +D ec +Ġro lling +com mun +ĠSwed en +b ury +Ġtiss ue +Ġrac ism +ĠL ocal +Ġmyster y +Ġexam ine +Ġst em +Ġs its +Ġhop ed +ot ing +Ġdial ogue +Ġpers u +W atch +l ay +M AN +Ġch ronic +ĠPort land +mark et +ĠS EC +Ġparalle l +Ġsc andal +Ġcar ries +Ġphenomen on +h uman +ack er +ĠO x +Ġretire ment +tain ment +ov ie +ĠG ear +Ġd uties +Ġdo se +Ġsc roll +M B +in f +Ġsa uce +Ġland scape +red dit +ĠChampions hip +ĠRed dit +al id +Ġco in +Ġover s +Ġpost ing +ab out +Ġf el +and y +Ġb old +Ġfocus ing +e ffect +G R +Ġde emed +Ġrecommend ations +Ġste pped +Ġvot er +ĠDe ep +ĠInst agram +Ġmoder ate +ĠMary land +Ġrestrict ed +ĠM B +ĠCh all +Ġto b +Ġc ir +ĠO cc +ĠE ver +Ġcoll aps +IN FO += - +ĠP ict +ĠAcc ount +n c +Ġo ught +Ġex port +Ġdr unk +( ' +Ġw ise +ĠM ort +ne cess +Ġan cest +ĠInc re +Ġfrequ ent +m ir +Ġinterpret ation +Ġdepend ent +Ġco ins +ĠB ol +V ideo +ĠJust in +Ġfat al +Ġcook ing +Ġconf usion +ip her +Ġcust ody +ĠMor gan +om ach +ĠGovern or +Ġrestaur ants +el ing +Ġacknowled ged +Ġthe r +Ġgen es +ch ing +He y +Ġtact ics +ĠMex ican +Ġv end +Ġhe s +qu er +Ġnot ing +ĠCamer on +Ġtarget ing +ro ck +Ġcred its +Ġemot ions +Ġrepresent atives +new s +Ġlegisl ative +Ġrem oving +Ġtweet ed +ĠCar ter +ĠF ixed +Ġfor cing +Ġspeak er +Ġm ales +ĠViet nam +l ined +Ġconcept s +Ġvo ices +o ir +ĠT rib +W he +ĠJer usalem +ĠS ant +Ġc ul +Ġl ady +ĠHaw ai +Ġar ts +ĠIn n +ĠMach ine +ĠEm peror +Ġsl ot +g ly +ĠPro cess +II I +Ġathlet es +ĠTem ple +ĠRep resent +Ġpres c +Ġt ons +Ġgold en +Ġp unch +ĠG R +iver pool +Ġen act +Ġlob by +Ġm os +Ġpick ing +Ġlif etime +Ġcogn itive +E ach +z o +Ġd ub +Ġcons ists +ol n +Ġf estival +am ous +Ġint ellig +w ords +ĠSm art +Ġde le +Ġl apt +Ġmag ical +ĠS in +b us +ur ities +igh th +ĠRub y +ĠS ure +ol ving +Ġj un +O ST +Ġimp osed +Ġast ron +Ġcor rel +ĠN S +ĠK it +ĠF uture +b urn +Ġimm une +oc us +Ġcour ses +ĠSt ring +Ġle an +Ġg host +Ġout comes +Ġexp ense +Ġevery day +Ġaccept able +A h +Ġequ ipped +Ġor ange +F R +ĠD utch +Th ough +ĠR ank +Q U +ĠRober ts +wh at +re nd +Ġdisapp ear +Ġsp awn +ĠL am +o is +Ġdes erve +Ġmin imal +Ġnerv ous +ĠW ould +Ġro ok +ĠV ancouver +Ġres ign +sh ire +ĠW orks +ĠB uild +Ġafford able +ĠG ary +ĠAren a +Ġh anging +Ġimpl ications +ĠS ong +Ġmain taining +Ġgu ards +C ON +Ġder ived +Ġexecut ed +Ġthe ories +Ġqu oted +ĠAnd re +og a +sel ess +in fo +ĠBel g +Ġt ears +ĠSur v +Ġbirth day +ig ious +im mer +Ġspect rum +Ġarchitect ure +Ġrec ruit +arm a +T able +Ġmon sters +ĠG ov +Ġdest ination +Ġattract ive +Ġf oss +ĠMore over +Ġpres ents +TH E +Ġrep ly +pt on +Ġc um +Ġdel ight +Ġaffect s +Ġdon ations +ĠT oy +ĠH im +M ENT +Ġover come +it ched +ĠFant asy +ĠH at +ĠBe ast +b ott +Ġinvestig ations +R un +Ġhun ting +d i +f und +Ġs essions +est yle +Ġport ray +oid s +Y eah +Ġcommun icate +Ġcom edy +ĠY ang +Ġbel t +ĠMar ine +Ġpredict ed +Pl ay +Ġimportant ly +Ġremark able +Ġelim inate +D avid +Ġb ind +V ID +Ġadvoc ates +ĠG aza +im p +D B +ĠN a +ĠSim ilar +I ES +Ġchar ity +v as +m ath +Ġâ ĸ +ok er +nd um +Ġcap s +ĠH al +2 000 +e an +Ġfle et +Ġrec re +R ight +Ġsleep ing +ij ing +k ind +Ġdesign ated +à ¤ +Ġanim ation +ke e +ĠInt rodu +Ġ/ > +Ġdelay ed +Ġtrem end +Ġcur ious +U se +Ġle ct +d am +Ġinnov ation +ĠPoint s +Ġload ing +Ġdisp ute +ct ic +ird s +ĠB Y +Ġn urs +ĠVal ue +ION S +ĠH um +Ġtem plate +m ers +Ġappear ances +ĠEnter tainment +Ġtransl ation +Ġsa ke +Ġbene ath +Ġin hib +Ġe uro +abet es +Ġstud ying +ĠM as +Ġper ceived +Ġexam ined +Ġe ager +Ġco aches +Ġim per +ch i +Ġprodu ces +" ). +ĠEvery one +Ġm unicip +Ġg irlfriend +Ġh ire +ĠV ice +Ġsu itable +op y +Ġin equ +ĠD uke +f ish +f irst +ĠO bs +Ġinter ior +ĠBru ce +ĠR y +Ġanal ys +Ġconsider able +Ġfore cast +Ġf ert +ors hip +ĠD rug +ĠA LL +: " +th ur +ĠM ail +Ġball ot +Ġinst antly +ĠCh annel +Ġp icks +Ġ198 9 +Ġt ent +ol i +Ġcivil ian +b ling +ell o +b u +Ġin ch +Ġlog o +Ġcooper ation +Ġwal ks +Ġinvest ments +Ġimp rison +ĠF estival +ĠK y +Ġleg ally +Ġg ri +ch arg +S l +Ġthreat ening +du ction +fl ow +Ġdismiss ed +ibr aries +c ap +e le +ĠMc G +ĠHar vard +ĠConserv ative +ĠC BS +p ng +Ġro ots +ĠH aving +umb led +ĠF un +\ / +ĠS earch +ple x +Ġdiscuss ing +Ġcontin u +ĠT ai +ĠW ik +F ree +f it +Ġref use +Ġmanag ing +Ġsy nd +ip edia +w alk +Ġprofession als +Ġguid ance +Ġunivers ities +Ġas semb +unt u +F inally +AS E +ĠAut o +ĠH ad +Ġann iversary +L D +ĠD ur +ĠUlt imate +ih ad +pro duct +Ġtrans it +Ġrest ore +Ġexpl aining +Ġass et +Ġtransfer red +Ġbur st +ap olis +ĠMag azine +ĠC ra +ĠB R +gg ed +ĠH E +M ich +b et +ĠL ady +yl um +erv es +Ġme ets +wh ite +L og +Ġcorrespond ing +Ġins isted +G G +Ġsurround ed +Ġt ens +Ġl ane +Ġco inc +h ome +Ġexist ed +ect ed +ĠDou ble +lam m +Ġske pt +ex p +Ġper ception +ie v +ĠBe ing +o ft +Ġadop t +. : +] ; +Wind ows +Ġsatell ite +AS H +Ġinf ant +d escription +ĠMe anwhile +c m +oc a +ĠT reat +act or +Ġtob acco +ĠN orm +em ption +Ġfl esh +Ġj e +o op +ĠHe aven +Ġbe ating +an im +Ġgather ing +Ġcult iv +G O +ab e +ĠJon athan +ĠSaf ety +Ġbad ly +pro t +Ġcho osing +Ġcontact ed +Ġqu it +Ġdist ur +Ġst ir +Ġto ken +D et +ĠP a +Ġfunction ality +00 3 +s ome +Ġlimit ations +Ġmet h +b uild +con fig +N T +re ll +ble m +ĠM om +Ġveter ans +ĠH u +Ġtrend s +are r +ĠG iven +ĠCa ption +m ay +AS T +Ġwond ering +ĠCl ark +n ormal +Ġsepar ated +Ġdes p +st ic +b rew +Ġrel ating +ĠN ik +ĠF arm +Ġenthus i +g ood +d eb +Ġactiv ist +Ġm art +Ġexplos ion +ĠEconom ic +L ink +Ġins ight +Ġconven ient +Ġcounter part +su pport +ĠV irt +ag en +ĠTenn essee +ĠSim on +ĠA ward +OC K +ĠF igure +Ġoverse as +Ġpr ide +ĠC as +n ote +m g +C urrent +Ġdispl ays +cont ent +Ġtravel ing +Ġhosp itals +ĠFin ancial +ĠP ast +Ġdefend ant +Ġstream ing +m ble +ĠBer lin +uk i +Ġdist ribut +Ġant ib +Ġch ocolate +ĠCast le +Ġinter rupt +ĠR ow +Ġconvers ion +Ġbug s +ĠR ather +li est +L Y +ĠJe an +com mon +ak h +Ġ1 30 +ot ton +ĠDe an +Ġam endment +Ġgame play +ĠWar ren +od a +Ġhigh lights +Ġir re +ĠNAT O +Ġball s +Ġdemand ing +U RE +ĠL uke +F igure +st op +on ia +z one +iz ers +ĠW R +Ġaward ed +Ġregul atory +ĠH art +ĠS N +pl ing +Ġs our +ĠP ixel +us ive +Ġf et +ĠS ent +Ġautom atic +Ġf er +vern ment +ĠKh an +T ON +f ather +Ġextraord inary +th rop +ĠP ython +ĠG PU +Ġsex ually +Ġdesk top +it ivity +ĠAnton io +Ġo rient +Ġe ars +ob by +ous es +vertis ements +Ġmanufacture rs +ic ient +min ute +Ġconv iction +Ġg arden +p ublic +Ġsatisf ied +f old +O K +Ġin hab +ĠTh ink +Ġprogram me +Ġst omach +Ġcoord in +Ġh oly +Ġth reshold +Ġr het +Ġser ial +Ġemploy ers +ĠEvery thing +ra h +Ġb other +Ġbr ands +Val ue +ĠT ed +ĠPlan et +Ġp ink +ĠFurther more +s a +P E +re ck +ĠUS D +ot te +Ġ& & +Ġland ed +g ets +Ġprodu cers +Ġhealth care +Ġdomin ant +Ġdest ro +Ġam ended +ch ron +Ġf its +ĠSy d +ĠAuthor ity +AT CH +Ġfight s +ĠL LC +Ġ-- - +ĠCor p +Ġtox ic +spe cific +ĠC orn +ĠChe l +Ġtele phone +ĠP ant +Ġmyster ious +aun ch +od ox +med ia +Ġwitness es +ag u +Ġquestion ed +ĠBre xit +ĠRem ember +ene z +Ġend orse +iat ric +ĠId ent +Ġridic ulous +1 10 +Ġpr ayer +Ġscient ist +Ġ19 50 +ĠA qu +Ġunder ground +ĠU FC +m are +ĠL ater +w ich +Ġsubsc rib +Ġhost s +Ġer r +Ġgr ants +ant om +Ġsum mon +ear ly +ĠC lear +ĠPr im +Ġsusp ension +Ġguarant eed +app er +Ġr ice +ĠSe an +ĠSh in +Ġrefere ndum +Ġfl ed +r ust +Ġ3 60 +ter y +Ġsh ocked +B R +ĠO il +ĠAll ah +Ġpart ly +Ġign or +Ġtrans mission +Ġhom osexual +ivers al +Ġhop efully +ãĤ ¤ +Ġless on +L eg +Ġ .. +Y et +t able +app ropri +re tt +Ġbo ards +Ġincor rect +Ġb acteria +ar u +am ac +Ġsn ap +.' " +Ġpar ad +t em +he art +Ġav ailability +Ġw isdom +Ġ( + +Ġpri est +ĠÂł ĠÂł +O pen +Ġsp an +Ġparam eter +Ġconv ince +Ġ( %) +r ac +Ġf o +Ġsafe ly +Ġconver ted +ĠOlymp ic +Ġres erve +Ġhe aling +ĠM ine +M ax +Ġin herent +ĠGra ham +Ġinteg rated +D em +Ġpip eline +Ġapp lying +Ġem bed +ĠCharl ie +Ġc ave +200 8 +Ġcons ensus +Ġre wards +P al +ĠHT ML +Ġpopular ity +look ing +ĠSw ord +ĠAr ts +' ) +Ġelect ron +clus ions +Ġinteg rity +Ġexclus ively +Ġgr ace +Ġtort ure +Ġburn ed +tw o +Ġ18 0 +P rodu +Ġent reprene +raph ics +Ġg ym +ric ane +ĠT am +Ġadministr ative +Ġmanufacture r +Ġ vel +ĠN i +Ġisol ated +ĠMedic ine +Ġback up +Ġpromot ing +Ġcommand er +Ġfle e +ĠRus sell +Ġforg otten +ĠMiss ouri +Ġres idence +m ons +Ġrese mb +Ġw and +Ġmeaning ful +P T +Ġb ol +Ġhe lic +Ġwealth y +Ġr ifle +str ong +row ing +pl an +as ury +âĢ¦ . +Ġexpand ing +ĠHam ilton +Ġrece ives +S I +eat ures +ĠAn im +RE E +P ut +Ġbrief ly +ri ve +Ġstim ul +Ġ`` ( +Ġ __ +Ġch ip +Ġha z +Ġpri ze +ĠTh ings +AC E +ul in +d ict +ok u +Ġassoci ate +ock ets +y outube +St ory +ateg ory +Ġm ild +ail ing +ĠY e +O rig +ĠK a +or ig +Ġpropag anda +Ġan onymous +Ġstrugg led +Ġout rage +AT ED +ĠBe ijing +r ary +Ġle ather +Ġworld s +Ġbroad er +12 5 +id al +ĠBet ter +Ġt ear +E xt +Ġpropos als +Ġit er +ĠSqu ad +Ġvol unt +m i +D id +ĠP u +p in +Ġspeak ers +Ġb orders +Ġfig ured += ' +Ġsimultane ously +aed a +Ġcharg ing +Ġur ged +Ġcon j +25 6 +ĠG ordon +mer ce +Ġdocument ary +Sh are +it ol +ON E +ĠG arden +h att +ĠThom pson +ane ous +ap ore +Ġt anks +Ġless ons +tr ack +Ġout standing +Ġvolunte ers +Ġsp ray +Ġmanag ers +l arge +Ġcamp s +Ġart ificial +ĠR u +Ġb ags +th al +Ġcompat ible +ĠBl ade +Ġf ed +Ġarg ues +F I +Ġunf air +Ġcor n +Ġoff set +Ġdirect ions +Ġdisappoint ed +ĠCon vention +Ġview ing +M E +oc ity +Ġtown s +Ġlay ers +Ġro lled +Ġjump ed +Ġatt ribute +Ġun necess +inc oln +Ġsupp ose +ĠNet her +ch a +Ġbur ied +Ġsix th +B en +ress ing +OU R +Ġw ound +Ġcy cl +Ġmechan isms +Ġcongress ional +ĠE lement +Ġagre ements +Ġdec or +Ġclos est +ĠM it +Go ogle +} } +Ġm ixture +Ġflu id +S ign +ĠSch olar +Ġp ist +ask et +ab ling +Ġrac ing +he ro +ri el +ass y +Ġche aper +b en +Ġvert ical +amac are +ĠRead ing +g ments +Ġhelic op +Ġsacr ifice +ay a +p aren +V A +ĠL es +ĠStud io +Ġviol ations +ĠAn na +ac er +é ¾ +ĠR at +ĠBe ck +ĠD ick +ĠA CT +Ġcomp osition +Ġtext ure +ĠO wn +Ġsmart phone +ĠN A +Ġfor b +im port +Ġdef ending +il st +re r +Ġo h +ĠJere my +Ġbank ing +cept ions +Ġrespect ive +/ . +Ġdr inks +ĠW i +Ġb ands +ĠL iverpool +Ġg rip +ĠB uy +Ġopen ly +Ġreview ed +per t +Ġver ify +ĠCo le +ĠW ales +M O +Ġun pre +Ġshel ter +ĠIm perial +Ġgu i +ĠD ak +Ġsuggest ions +Ġexplicit ly +Ġsl ave +Ġblock chain +Ġcompet ing +Ġprom ising +S ON +Ġsoc cer +Ġconst itution +4 29 +Ġdist ract +ĠU ser +es ides +ĠMet hod +ĠTok yo +Ġaccompan ied +Cl ient +s ur +al og +Ġident ification +Ġinv asion +as ma +Ġindust ries +pp ers +Ġsub tle +ĠUn it +n atural +Ġsurv ived +Ġfl aw +ĺ ħ +ĠH oll +Ġdef icit +Ġtut orial +ĠCh ance +Ġarg uing +Ġcontem porary +Ġinteg ration +for ward +Ġt um +it is +Ġh iding +ĠD omin +ĠT an +ĠB uilding +ĠV in +Ġspokes person +ĠNot es +Ġemer ging +Ġprepar ation +Ġpro st +Ġsuspect s +Ġaut onom +D escription +Ġdeal t +ĠP ear +Ġstead y +Ġdecre ased +Ġso vere +ĠCl in +Ġgrad ually +ors es +ĠW AR +S erv +ãĤ ¢ +h r +Ġd irty +ĠB arn +ĠB C +Ġd il +Ġcal endar +Ġcompl iance +Ġch amber +b b +Ġpass enger +ate ful +ĠT itle +ĠSyd ney +ĠG ot +Ġdark ness +Ġdef ect +Ġpack ed +ass ion +Ġgod s +Ġh arsh +IC K +le ans +Ġalgorith m +Ġoxy gen +Ġvis its +Ġbl ade +Ġkil omet +ĠKent ucky +Ġkill er +P ack +enn y +Ġdiv ine +Ġnom ination +be ing +Ġeng ines +Ġc ats +Ġbuff er +ĠPh ill +Ġtra ff +AG E +Ġtong ue +Ġrad iation +ere r +m em +ĠExpl icit +é¾ į +Ġcou ples +Ġphys ics +ĠMc K +Ġpolit ically +aw ks +ĠBl oom +Ġwor ship +e ger +ut er +ĠF O +Ġmat hemat +Ġsent enced +Ġdis k +ĠM arg +Ġ/ * +P I +Ġoption al +Ġbab ies +Ġse eds +ĠScott ish +Ġth y +] ] +ĠHit ler +P H +ng th +Ġrec overed +ing e +Ġpow der +Ġl ips +Ġdesign er +Ġdis orders +Ġcour age +Ġch aos +" },{" +Ġcar rier +b ably +H igh +ĠR T +es ity +l en +Ġrout es +u ating +F il +N OT +w all +s burgh +Ġeng aging +ĠJava Script +ore r +li hood +Ġun ions +ĠF ederation +ĠTes la +Ġcomple tion +ĠT a +Ġprivile ge +ĠOr ange +Ġne ur +paren cy +Ġb ones +Ġtit led +Ġprosecut ors +ĠM E +Ġengine er +ĠUn iverse +ĠH ig +n ie +o ard +Ġheart s +ĠG re +uss ion +Ġmin istry +Ġpen et +ĠN ut +ĠO w +ĠX P +in stein +Ġbul k +S ystem +ic ism +ĠMarket able +Ġpre val +Ġpost er +Ġatt ending +ur able +Ġlicens ed +ĠG h +et ry +ĠTrad able +Ġbl ast +à ¤ +ĠTit an +ell ed +d ie +H ave +ĠFl ame +Ġprof ound +Ġparticip ating +Ġan ime +ĠE ss +Ġspec ify +Ġregard ed +ĠSpe ll +Ġs ons +own ed +Ġm erc +Ġexper imental +land o +h s +ĠDun geon +in os +Ġcomp ly +ĠSystem s +ar th +Ġse ized +l ocal +ĠGirl s +ud o +on ed +ĠF le +Ġconstruct ed +Ġhost ed +Ġsc ared +act ic +ĠIs lands +ĠM ORE +Ġbl ess +Ġblock ing +Ġch ips +Ġev ac +P s +Ġcorpor ation +Ġo x +Ġlight ing +Ġneighb ors +ĠU b +ar o +Ġbe ef +ĠU ber +F acebook +ar med +it ate +ĠR ating +ĠQu ick +Ġoccup ied +Ġaim s +ĠAdd itionally +ĠInt erest +Ġdram atically +Ġhe al +Ġpain ting +Ġengine ers +M M +ĠM ust +Ġquant ity +P aul +Ġearn ings +ĠPost s +st ra +ãĥ¼ ãĥ +Ġst ance +Ġdro pping +sc ript +Ġd ressed +M ake +Ġjust ify +ĠL td +Ġprompt ed +Ġscr ut +Ġspeed s +ĠGi ants +om er +ĠEd itor +Ġdescrib ing +ĠL ie +ment ed +Ġnow here +oc aly +Ġinst ruction +fort able +Ġent ities +Ġc m +ĠN atural +Ġinqu iry +Ġpress ed +iz ont +for ced +Ġra ises +ĠNet flix +ĠS ide +Ġout er +Ġamong st +im s +ows ki +Ġclim b +ne ver +Ġcomb ine +d ing +Ġcomp r +Ġsignific ance +Ġremem bered +ĠNev ada +ĠT el +ĠSc ar +ĠWar riors +ĠJ ane +Ġcou p +b as +Ġtermin al +, - +O H +Ġt ension +Ġw ings +ĠMy ster +�� �� +ĠUn like +val id +viron ments +ĠAl i +Ġn aked +book s +ĠM un +ĠG ulf +Ġd ensity +Ġdim in +Ġdesper ate +Ġpres idency +Ġ198 6 +h y +IN D +Ġun lock +im ens +Ġhand led +ĠE b +Ġdisapp eared +Ġgen re +Ġ198 8 +Ġdetermin ation +St ream +ik o +ap ters +Ġacknow ledge +J an +Ġcapital ism +P at +Ġ20 20 +Ġpain ful +Ġcur ve +Ġbom bs +st orm +ĠMet al +en cer +ĠF ig +ĠA aron +anc hes +Ġins piration +Ġexha ust +t ains +ash i +Ġdesc ript +Ġr itual +ĠChel sea +Ġpromot ion +ĠH ung +ĠW ard +iv a +ĠE T +Ġto ss +all ow +ĠFranc is +D ep +Ġhapp iness +ĠGl ass +Ġbet a +Ġstreng then +N E +o a +Ġbutt ons +ĠMur ray +Ġkick ed +Qu est +ĠT alk +ĠS everal +ĠZ ero +Ġdr one +ul k +Ġc am +ĠM obile +Ġprevent ing +Ġret ro +ĠA x +Ġcru el +Ġflo at +. ), +Ġfil ing +ĠGr ant +ĠB or +Ġr ib +Ġchampions hip +ĠM erc +Ġsty les +Ġc ake +Ġbuild s +ĠS elf +io x +Ġep ic +oy d +B el +ĠSt ew +. ( +ah u +ĠBe yond +Ġout s +Ġsol o +ĠT ree +Ġpres erve +Ġt ub +AR E +ro c +ĠIm pro +ĠW right +Ġbu nd +Ġtr aged +Ġoccas ional +b ian +Sec ond +r ons +Ġinter actions +form ed +s ing +Ġown s +Ġh ockey +Gener al +Ġlog ical +Ġexp end +Ġesc al +ĠGr iff +ĠC rown +ĠRes erve +Ġsto pping +Ġexc use +sec ond +Ġoper ated +Ġre aches +ĠMal ays +Ġpoll ution +ĠBrook lyn +Ġde lete +Ġhas h +Bl ock +ah a +âĢ ³ +Ġsh orter +p iece +> >> +ĠM ormon +t or +Ġpartic les +ĠB art +ry ption +Ġad min +Ġsqu ee +VID IA +Ġcreat or +iam eter +ic ular +N BC +Ġgrab bed +Ġn odd +Ġr ated +Ġrot ation +Ġgr asp +Ġexcess ive +ĠE C +ĠWh it +Ġinvent ory +ault s +ĠF B +Ġe cosystem +Ġbill ions +Ġvent ure +n amed +Ġdef ender +out e +Inst ead +ir able +W ar +Ġassum ption +Ġb ite +Ġearth qu +t ail +sp ace +Ġgif ts +boy s +Ġinev itable +Ġstruct ural +Ġbenef icial +Ġcompe lling +h ole +erv ation +Ġco at +o j +inc arn +ĠY ears +Ġdetermin ing +Ġrhet oric +Ġbound aries +Ġwh ites +A nt +add y +) - +ra ham +eter min +Ġhar vest +ĠCon c +Ġlapt op +ĠM atch +Ġenjoy ing +cc a +oll ar +Ġtri ps +Ġadd iction +ĠS ak +Ġpow ered +Ġc ous +ĠRuss ians +ie re +Ġret rie +qu ality +Ġdiff er +Ġking dom +ĠL aur +ĠCap itol +Ġcon clusions +ĠAl tern +ĠN av +Ġtrans parent +B ER +G roup +ĠCom plete +Ġinf er +Ġint rig +Ġins ane +R O +oph ob +is en +qu al +Mich ael +Ġm useum +ĠP ope +Ġres et +r ative +f ive +Ġagg reg +itte es +osit ory +Ġcar b +ĠRec ord +Ġdec ides +ĠF ix +Ġexcept ions +ĠCommission er +un s +ĠEnvironment al +Ġlegend ary +ist ence +Ġtun nel +k m +Ġins ult +Ġt roll +Ġsh ake +Ġdet ention +qu es +ĠCh rome +ĠF iles +Ġsub t +Ġprospect s +Ġpro l +re nder +pro of +Ġperform ances +St r +Ġh ref +ern ame +Ġachieve ment +Ġf ut +F ull +ĠLe ban +go ogle +ãĥ Ī +amp a +May be +Ġproject ed +ĠE mb +Ġcol leg +Ġa wards +Ġâ Ķ +G old +ĠBl ake +ĠR aj +if ting +Ġp ending +Ġinst inct +Ġdevelop ments +Con nect +ĠM and +ĠW ITH +ĠPhilipp ines +prof ile +Ġalt ogether +ĠB und +ĠT D +oo oo +amp ed +ip h +Ġste am +Ġold est +Ġdet ection +ul pt +Ġ ç +ĠWay ne +200 6 +f a +Ġcir cles +ĠF u +Ġdon ors +appropri ate +ĠDak ota +j amin +Ġmotiv ated +Ġpurch ases +ĠLouis iana +ĠS pl +Ġgl obe +Ġ10 5 +z ip +c all +Ġdepart ments +Ġsustain able +10 5 +ĠO P +if iers +Ġprevent ed +Ġinc omp +ĠComm ander +Ġdom inated +Ġ » +Ġinvest ed +Ġcomplex ity +Ġin cl +Ġens uring +Ġreal m +yn c +ĠInd ependent +r ained +ĠJ en +ĠFl ight +Ġat he +Ġspec ulation +ĠT E +oc ate +t ic +Ġpl aint +her ry +Ġto y +Ġ1 11 +Ġpl ates +st atus +ĠIs a +Ġdev oted +C op +ĠE S +25 5 +ur rency +M ain +Ġsl aves +Ġpe pper +Ġqu otes +Ġce iling +ĠF ish +Ġtrans formation +Ġfra ction +Ġadvant ages +Ġto ile +Ġstun ning +Ġmo ist +bre aking +s i +ĠL ocation +ĠMed ium +Ġtext s +Ġu gly +Ġb io +. âĢĶ +ĠB ased +Ġtr ains +ĠW ing +ĠAn cient +ĠRec ords +ĠH ope +Spe cial +ades h +ob i +[ / +Ġtempor arily +V er +h u +os er +Ġover night +Ġm amm +ĠTre asury +ĠV enezuel +ĠMeg a +Ġt ar +Ġexpect s +bl ack +or ph +\\ \\ +Ġaccept ance +Ġrad ar +s is +Ġjun ior +Ġfram es +Ġobserv ation +ac ies +P ower +ĠAdv anced +M ag +olog ically +ĠMe chan +Ġsent ences +Ġanaly sts +augh ters +force ment +Ġv ague +Ġcl ause +Ġdirect ors +Ġeval uate +Ġcabin et +M att +ĠClass ic +A ng +Ġcl er +ĠB uck +Ġresear cher +Ġ16 0 +Ġpoor ly +Ġexperien cing +ĠP ed +ĠMan hattan +Ġfre ed +Ġthem es +ad vant +Ġn in +Ġpra ise +10 4 +ĠLib ya +b est +Ġtrust ed +Ġce ase +Ġd ign +D irect +Ġbomb ing +Ġm igration +ĠSci ences +Ġmunicip al +ĠA verage +Ġgl ory +Ġreve aling +Ġare na +Ġuncertain ty +Ġbattle field +ia o +G od +Ġc inem +ra pe +el le +ap ons +Ġlist ing +Ġwa ited +Ġsp otted +ke ley +ĠAud io +e or +ard ing +idd ing +ig ma +ĠN eg +Ġl one +Ġ ---- +ex e +d eg +Ġtrans f +Ġwas h +Ġsl avery +Ġexpl oring +ĠW W +ats on +Ġen cl +l ies +ĠC reek +Ġwood en +Man ager +ĠBr and +um my +ĠAr thur +Ġbureau cr +Ġbl end +ar ians +F urther +Ġsupposed ly +Ġwind s +Ġ19 79 +Ġgrav ity +Ġanalys es +ĠTra vel +ĠV eter +Ġd umb +Ġaltern ate +g al +Ġconsum ed +Ġeffect iveness +.' ' +Ġpath s +ond a +L A +ĠStr ong +Ġen ables +Ġesc aped +Ġ" " +Ġ1 12 +Ġ198 3 +Ġsm iled +Ġtend ency +F ire +Ġp ars +ĠR oc +Ġl ake +Ġf itness +ĠA th +ĠH orn +Ġh ier +Ġimp ose +m other +Ġp ension +ic ut +bor ne +ic iary +. _ +ĠS U +Ġpol ar +is y +eng u +itial ized +AT A +w rite +Ġexerc ises +ĠD iamond +ot ypes +Ġharm ful +on z +Ġprint ing +st ory +Ġexpert ise +ĠG er +Ġtraged y +ĠF ly +Ġd ivid +amp ire +st ock +M em +Ġre ign +Ġun ve +Ġam end +ĠProp het +Ġmut ual +ĠF ac +Ġrepl acing +H ar +ĠCirc uit +Ġthro at +ĠSh ot +Ġbatter ies +Ġto ll +Ġaddress ing +ĠMedic aid +Ġp upp +ĠN ar +ol k +Ġequ ity +M R +ĠHis pan +ĠL arge +m id +D ev +Ġexp ed +Ġdem o +ĠMarsh all +erg us +Ġf iber +Ġdiv orce +ĠCre ate +Ġsl ower +ĠPark er +ĠStud ent +ĠTr aining +Ret urn +ĠT ru +Ġc ub +ĠRe ached +Ġpan ic +Ġqu arters +Ġre ct +Ġtreat ing +Ġr ats +ĠChristian ity +ol er +Ġsac red +Ġdecl are +ul ative +et ing +Ġdeliver ing +est one +Ġt el +ĠL arry +Ġmet a +ac cept +art z +ĠRog er +hand ed +Ġhead er +Ġtra pped +ĠCent ury +Ġkn ocked +ĠOx ford +Ġsurviv ors +b ot +Ġdemon stration +Ġd irt +Ġass ists +OM E +ĠD raft +ortun ate +fol io +pe red +ust ers +g t +ĠL ock +Ġjud icial +ver ted +Ġsec ured +out ing +ĠBook s +Ġhost ing +Ġlif ted +l ength +Ġj er +Ġwhe els +ĠR ange +umbn ails +Ġdiagn osis +te ch +ĠStew art +ĠP ract +Ġnation wide +Ġde ar +Ġoblig ations +Ġgrow s +Ġmand atory +Ġsusp icious +! ' +A pr +G reat +Ġmort gage +Ġprosecut or +Ġeditor ial +ĠK r +Ġprocess ed +ung le +Ġflex ibility +Ear lier +ĠC art +ĠS ug +Ġfoc uses +Ġstart up +Ġbre ach +ĠT ob +cy cle +ãĢ Į +ro se +Ġb izarre +ãĢ į +Ġveget ables +$ $ +Ġret reat +osh i +ĠSh op +ĠG round +ĠSt op +ĠHawai i +ĠA y +Per haps +ĠBe aut +uff er +enn a +Ġproduct ivity +F ixed +cont rol +Ġabs ent +ĠCamp aign +G reen +Ġident ifying +Ġreg ret +Ġpromot ed +ĠSe ven +Ġer u +ne ath +aug hed +ĠP in +ĠL iving +C ost +om atic +me ga +ĠN ig +oc y +Ġin box +Ġem pire +Ġhor izont +Ġbr anches +Ġmet aph +Act ive +ed i +ĠFil m +ĠS omething +Ġmod s +inc ial +ĠOrig inal +G en +Ġspir its +Ġear ning +H ist +Ġr iders +Ġsacr ific +M T +ĠV A +ĠS alt +Ġoccup ation +ĠM i +Ġdis g +lic t +Ġn it +Ġn odes +e em +ĠP ier +Ġhat red +ps y +ãĥ ī +Ġthe ater +Ġsophistic ated +Ġdef ended +Ġbes ides +Ġthorough ly +ĠMedic are +Ġbl amed +arent ly +Ġcry ing +F OR +pri v +Ġsing ing +ĠI l +Ġc ute +o ided +olit ical +ĠNe uro +å ¤ +Ġdon ation +ĠEag les +ĠG ive +T om +Ġsubstant ially +ĠLic ense +ĠJ a +Ġg rey +ĠAn imal +ĠE R +ĠU nd +Ġke en +Ġconclud e +ĠMississ ippi +Eng ine +ĠStud ios +P ress +o vers +ll ers +Ġ3 50 +ĠR angers +Ġr ou +ert o +E p +iss a +iv an +Ġse al +ĠReg ist +dis play +Ġwe aken +u um +ĠComm ons +ĠS ay +Ġcult ures +Ġl aughed +Ġsl ip +Ġtreat ments +iz able +m art +ĠR ice +Ġbe ast +Ġob esity +ĠLa ure +ig a +Wh ich +hold er +Ġelder ly +Ġp ays +Ġcompl ained +Ġc rop +Ġpro c +Ġexplos ive +ĠF an +ĠAr senal +A uthor +ef ul +Ġme als +Ġ( - +id ays +Ġimag ination +Ġann ually +Ġm s +as ures +H ead +ik h +m atic +Ġboy friend +ĠCom puter +Ġb ump +Ġsur ge +ĠCra ig +ĠKir k +D el +medi ate +Ġscen arios +ĠM ut +ĠSt ream +Ġcompet itors +Ù Ħ +ĠStan ford +ĠRes ources +az ed +b age +Ġorgan is +ĠRe lease +Ġsepar ately +Ġha bits +Ġmeasure ments +ĠCl ose +Ġaccomp any +Ġg ly +Ġt ang +ĠR ou +Ġplug in +Ġcon vey +ĠChall enge +oot s +j an +Ġcur s +ĠRel ations +ke eper +Ġapproach ing +p ing +Spe aking +Ġarrang ement +ĠV I +are ttes +Ġaffect ing +Ġperm its +b ecause +Ġu seless +ĠH us +!! !! +Ġdestro ying +Un fortunately +Ġfasc inating +S em +Ġelect oral +Ġtrans parency +ĠCh aos +Ġvolunte er +Ġstatist ical +Ġactiv ated +ro x +We b +H E +ĠHamp shire +is ive +M ap +Ġtr ash +ĠLaw rence +st ick +C r +Ġr ings +EX T +Ġoper ational +op es +D oes +ĠEv ans +Ġwitness ed +P ort +Ġlaunch ing +ec onom +w ear +ĠPart icip +um m +cul es +ĠR AM +ĠT un +Ġass ured +Ġb inary +Ġbet ray +Ġexpl oration +ĠF el +Ġad mission +it ated +S y +Ġav oided +ĠSim ulator +Ġcelebr ated +ĠElect ric +¥ ŀ +Ġcl uster +itzer land +he alth +L ine +ĠN ash +at on +Ġsp are +Ġenter prise +ĠD IS +clud es +Ġfl ights +Ġreg ards +ĠÃ Ĺ +h alf +Ġtr ucks +Ġcontact s +Ġunc ons +ĠCl imate +Ġimm ense +N EW +oc c +ect ive +Ġemb od +Ġpat rol +Ġbes ide +Ġv iable +Ġcre ep +Ġtrig gered +ver ning +Ġcompar able +q l +Ġg aining +ass es +Ġ( ); +ĠG rey +ĠM LS +s ized +Ġpros per +" ? +Ġpoll ing +Ġsh ar +ĠR C +Ġfire arm +or ient +Ġf ence +Ġvari ations +g iving +ĠP i +osp el +Ġpled ge +Ġc ure +Ġsp y +Ġviol ated +Ġr ushed +Ġstro ke +ĠBl og +sel s +ĠE c +,' ' +Ġp ale +ĠColl ins +ter ror +ĠCanad ians +Ġt une +Ġlabor atory +Ġn ons +t arian +Ġdis ability +ĠG am +Ġsing er +al g +ĠSen ior +Ġtrad ed +ĠWar rior +Ġinf ring +ĠFrank lin +Ġstr ain +ĠSwed ish +Ġsevent h +ĠB enn +ĠT ell +Ġsynd rome +Ġwond ered +id en +++ ++ +ig o +Ġpur ple +Ġjournal ism +Ġreb el +Ġf u +bl og +Ġinv ite +ren cies +ĠCont act +Is rael +ĠCont ent +Ġche er +Ġbed room +ĠEngine ering +ĠQue ens +Ġd well +ĠPlay Station +ĠD im +ĠCol on +l r +Ġoper ates +Ġmotiv ation +US A +ast ered +C ore +ĠTr uth +ol o +OS E +ĠMem ory +Ġpred ec +Ġan arch +Ġ19 20 +ĠY am +à ¨ +b id +Ġgr ateful +Ġexc itement +Ġtre asure +Ġlong est +ct ive +Ġdes erves +Ġreserv es +Ġcop s +ĠOtt awa +ĠEgypt ian +ank ed +Ġart if +Ġhypot hesis +: / +Ġpurch asing +Ġlove ly +H P +Ġdiv ide +Ġstrict ly +Ġquestion ing +Ġtaxp ayers +ĠJ oy +Ġroll s +ĠHe avy +Ġp orts +Ġmag netic +Ġinf lamm +Ġbr ush +t ics +â ĪĴ +Ġbott les +pp y +Ġp add +ãĤ ¯ +m illion +Ġdevast ating +Ġcomp iled +Ġmed ication +Ġtw elve +ĠPer ry +Sp ace +im b +y our +Ġle aked +ĠT ar +Ġun ity +Ġinfect ed +Ġtravel ed +ID E +ĠMc Donald +t xt +ĠPr inc +Ġinter ven +ĠTai wan +ĠP ow +Ġbe aring +ĠTh read +Ġz ones +iz ards +un ks +Ch apter +ll or +Ġ · +Ġw ounds +Ġdisc retion +Ġsucceed ed +ik ing +Ġicon ic +C all +Ġscreen ing +ĠM is +ict s +Ġmin isters +Ġsepar ation +Pl ayer +Ġb ip +Ġbel oved +Ġcount ing +ĠE ye +ar ound +ing ing +Ġtable t +Ġoff ence +in ance +h ave +ĠInf o +ĠNin ja +Ġprotect ive +ĠC ass +M ac +ĠQual ity +N orth +Ġ ic +ĠCub a +ĠChron icle +ĠPro perty +Ġfast est +ot os +ĠG erm +OW N +Ġbo om +ĠStan ley +ergus on +Ġcle ver +Ġent ers +m ode +ter ior +ĠS ens +Ġlin ear +AR K +Ġcomp aring +Ġpure ly +Ġsaf er +ĠPot ter +Ġc ups +R T +Ġgl uc +Ġatt ributed +Ġdu pl +ĠP ap +Ġprec ious +Ġp a +iction ary +ĠT ig +ĠTo o +ol utions +st an +Ġrob ots +Ġlob b +Ġstat ute +Ġprevent ion +w estern +16 0 +ĠAct ive +ĠMar ia +h al +N one +ell ar +ĠK B +ĠPart ners +ĠSing le +ĠFollow ing +ang o +ac ious +Ġth ou +Ġk g +Ġinflu ential +ĠFriend s +S ur +ain ted +Ġfor ums +Ġst arter +Ġcitizens hip +ĠE lection +on ge +ot ation +os ph +;; ;; +ut ical +p ur +ere n +Ġaccus ations +bit ious +ab bit +ĠOr d +Post ed +ir k +Ġsens itivity +ic he +ĠAm y +ĠF ab +Ġsum mit +Ġped est +Ġrub ber +Ġagric ultural +Ġcan cel +A E +Ġin aug +Ġcont am +Ġfirm ly +i w +st age +ĠK an +Ġt ier +Ġinv ention +Ġtransl ated +ĠR ules +B ox +Tw itter +ID S +Ġp izza +Ġdeb ug +ĠD rop +v s +Ġh orses +b ig +Ġb oring +Ġh ood +ĠMcC ain +at ched +ĠBro s +Ġsk ip +Ġess ay +st at +ĠLeg ends +Ġam munition +au c +Ġshoot er +Ġun h +Ġsuppl ied +Ġgener ic +ĠS K +ib an +yr ics +Ġ25 5 +Ġclim bing +Form er +Ġfl ip +Ġjump ing +Ġfrust ration +ĠTer ry +Ġneighborhood s +Ġmed ian +be an +Ġbr ains +Follow ing +Ġsh aped +Ġdraw s +Ġal tered +J ack +Ġrecip es +Ġsk illed +we alth +ach i +e lection +Ġbehavi ors +de als +ĠU ntil +F e +Ġdecl aration +mar ks +ĠBet ween +cel ona +Ġres on +Ġbub ble +Am ong +Ġim perial +G S +Ġfemin ist +200 5 +ĠK yle +Ġaccount ing +ĠTe le +ĠT yr +Ġconnect ing +Ġre hab +ĠP red +s im +Ġmeant ime +Ġphys ician +M W +ĠCamp bell +ĠBr andon +Ġcontribut ing +ĠR ule +ĠWe ight +ĠN ap +Ġinter active +Ġv ag +Ġhel met +ĠCom b +f our +Ġsh ipped +Ġcomple ting +ĠP D +PD ATE +Ġspread ing +Ġsc ary +erv ing +ĠG as +Ġfr ank +s chool +Ġrom antic +Ġstab il +R ob +Ġaccur ately +Ġac ute +ĠH ann +Ġsymbol s +Ġcivil ization +ĠA W +Ġlight ning +Ġcons iders +Ġven ue +Ġ × +Ġo ven +ĠS F +h is +Ġn u +ĠLear n +Ġpe oples +Ġst d +Ġsle e +Ġs lic +ĠStat istics +Ġcor ners +ĠB aker +Ġ: ) +ment ation +ol ver +Ġlaugh ing +ĠT odd +ond e +ĠH ills +Ġn uts +ĠW oman +pl ane +Ġl iver +ĠIn side +S orry +Ġagre es +Ġfund ament +ĠF isher +Ġa uction +Ġthread s +gl as +ĠBas ic +ĠN at +Ġlack ing +Ġceleb ration +j u +Ġs illy +E uro +Ġt att +ight y +cont rolled +T est +ĠSing h +Ġr age +Ġrh yth +o ffic +ĠPh antom +Ġhead lines +Ġrespond ing +ĠMor ning +Ġvit amin +Ġboot s +ĠS ite +al in +p i +Ġvir al +ĠU C +D ER +ĠSe x +Ġst ocks +c urrent +Ġch urches +ĠR are +ĠMur phy +Ġden ial +ĠG aming +Ġtou g +Ġn ick +Ġm akers +ĠRon ald +Ġgener ous +ĠD oc +ĠMor ris +Ġtransform ed +ĠN ormal +Ġ10 4 +ĠKick starter +ĠUp on +On line +ĠI RS +Ġw rap +Ġl oving +Ġarri ves +ĠD ue +Ġhe ter +ĠM ade +Ġrent al +Ġbelong s +Ġatt orneys +Ġcro ps +Ġmat ched +ul um +ol ine +10 9 +Ġdis par +Ġbuy ers +ĠCam bridge +Ġeth ics +rou ps +Ġjust ified +Ġmarg inal +Ġrespect ed +win ning +Ġnodd ed +ĠSer ge +ĠForm er +C raft +######## ######## +ĠWar ner +Ġd ash +et e +Ġent ert +ĠE scape +out heast +Ġkn ees +ĠB omb +Ġr ug +P ass +Ġatt itudes +go vernment +ĠPri or +Ġqual ities +Ġnot ification +ĠPh one +l ie +Ġanticip ated +ĠCom bat +ĠBar ry +Ġ198 2 +Us ers +on er +Ġcomput ing +ĠConnect icut +Ġless er +Ġpe ers +ĠC u +Ġtechn ically +Ġsub mission +ĠUn iversal +Ġman ually +our ge +Ġrespond ents +ĠB TC +ĠH ost +Ġf are +ĠB ird +Ġrece ipt +al so +Ġj ack +Ġagric ulture +Ġsk ull +Ġ! = +Ġpass ive +ĠC I +Ġsoc ieties +Ġremind ed +Ġinter ference +B uy +Ġâ ľ +g on +Ġscrut iny +ĠW itch +Ġconduct ing +Ġ ãĥ +Ġexch anges +ĠMit chell +Ġinhab it +Ġtw ist +B D +Ġwhere ver +group on +Ġj okes +ĠBen jamin +ĠR andom +fr ame +ĠL ions +Ġhighlight ed +ĠArk ansas +E nt +Ġp ile +Ġpre lim +g s +mind ed +Ġfel ony +ĠG A +ĠL uck +Ġpract ically +ĠB os +Ġact ress +D am +ĠB ou +Ġvis a +Ġembed ded +Ġhy brid +Ġear liest +Ġsoon er +s ocial +ĠH A +Ġste ep +Ġdis advant +Ġexplo it +ĠE gg +ĠUlt ra +Ġnecess ity +L ocal +ie ge +Ġd ated +Ġmass es +Ġsubsc ription +pl ess +Ġan onym +Ġpresum ably +Bl ue +The ir +asket ball +ĠPhil ip +Ġcom ed +load ed +r ane +Ġref lection +Ch ina +Ġext ends +Ġform ing +Ġund ers +200 1 +Ġgr at +Ġconcent rations +Ġins ulin +Ġsec ular +Ġwh ilst +Ġwin ners +Ad vertisements +Ġdeliber ately +ĠWork ing +Ġs ink +et ics +d ale +Ġmand ate +Ġg ram +Ġvac ation +Ġwarn ings +ri pp +ĠTH AT +Ġcomment ary +Ġint u +Ġa est +Ġreason ing +Ġbreak down +ĠZ ombie +Ġ-- > +ĠPolit ical +c ott +Ġthr ust +Ġtechn ological +Ġdec iding +Ġtraff icking +L ong +W elcome +pr ising +ĠCommun ications +Ġend ors +Ġsw ift +Ġmetab ol +co ins +res a +ĠHT TP +Ġen roll +ĠH appy +us r +int age +Ġ[ " +u ably +ĠM aterial +Ġrepe al +Se pt +k h +ĠMod i +Ġunder neath +ĠI L +sh ore +Ġdiagn osed +ace utical +Ġsh ower +au x +ĠSw itch +ĠStre ngth +Ġj ihad +n ational +Ġtra uma +uss y +on i +Ġcons olid +Ġcal ories +ĠF lynn +ag ged +16 8 +ĠP ink +Ġfulf ill +Ġch ains +Ġnot ably +ĠA V +L ife +ĠCh uck +m us +ĠUr ban +ĠH end +Ġdep osit +ĠS ad +Ġaff air +OR K +ie val +ĠF DA +Ġt rop +ĠOver all +Ġvirt ue +Ġsatisf action +au nd +Ġl un +ĠSw itzerland +ĠOper ation +pro cess +Ġsh ook +Ġcount ies +le ased +ĠCharl otte +1 12 +Ġtrans cript +Ġre dd +p ush +ĠHe y +ĠAn alysis +[ " +Ġaltern atives +ard less +Ġele ph +Ġpre jud +ĠLe af +H aving +ĠH ub +Ġexpress ions +ĠVol ume +Ġshock ing +ĠRed s +Ġread ily +Ġplan ets +ad ata +Ġcollaps ed +ĠMad rid +Ġir rit +i pper +ĠEn c +ĠW ire +Ġbu zz +ĠG P +ash a +Ġaccident ally +ur u +Ġfrust rated +ĠS A +Ġhung ry +ĠH uff +Ġlab els +ant o +ĠE P +Ġbar riers +) | +ĠBer keley +ĠJ ets +Ġp airs +ĠL an +J ames +ĠB ear +Ġhum or +ĠLiber ty +Ġmagn itude +Ġag ing +ĠM ason +Ġfriends hip +umb ling +Ġemer ge +Ġnewsp apers +Ġam bitious +ĠRich ards +atern al +Ġ198 1 +Ġcook ies +Ġsc ulpt +Ġpur suit +L ocation +Ġscript s +p c +Ġarrang ements +Ġd iameter +Ġl oses +am ation +Ġl iqu +ĠJ ake +aret te +Ġunderstand s +ĠZ en +v m +Ġappro ve +Ġw ip +Ġult ra +Ġint end +ĠD I +asc ular +Ġst ays +ĠK or +ĠK l +Ġinvest ing +L a +Ġbelie ving +b ad +m outh +Ġtaxp ayer +ãĥ ĥ +ĠQue bec +Ġl ap +ĠSw iss +d rop +Ġdr ain +ir i +et c +ft en +ĠN ex +Ġst raw +Ġscream ing +Ġcount ed +Ġdam aging +Ġamb assador +cent ury +Ġpro x +Ġarrest s +u v +il ateral +ĠCh arg +Ġpresc ribed +Ġindepend ently +Ġf ierce +ĠB aby +Ġb rave +Ġsu its += > +Ġbas eline +ĠR ate +Ġis lands +Ġ( ( +g reen +ix els +Ġname ly +ĠVill age +th an +am y +V ersion +g mail +ential s +ĠS ud +ĠMel bourne +Ġarri ving +Ġquant um +e ff +rop olitan +T ri +Ġfun eral +ĠI R +ÃĥÃĤÃĥÃĤÃĥÃĤÃĥÃĤ ÃĥÃĤÃĥÃĤÃĥÃĤÃĥÃĤ +ĠC ob +it ably +Ġt urb +Ġcomb o +Re view +Ġdeploy ment +u ity +ĠB ott +Ġinv isible +Ġrender ing +Ġunl ocked +Ġa qu +ĠVlad imir +Ġp ad +ĠBr ain +ĠLeg acy +dr agon +ĠKurd ish +Ġsound ed +Ġdet ained +ĠD M +g ary +Ġd aughters +Ġdistur bing +uk a +ĠPar ad +Ġt ast +Ġunf ortunate +Ġu l +em in +Ġattend ance +tr l +Ġpar ks +ĠMem orial +ĠAl ice +oth y +gu ard +ĠD ise +ĠSh an +ĠFor um +R ich +Ġshif ted +ue z +Ġl ighter +ĠMag n +Ġc od +S ch +ham mad +P ub +3 50 +ĠP okemon +Ġprot otype +Ġun re +B ase +ĠStud ents +ĠRep ly +ĠCommun ist +Ġg au +ĠTy ler +I Z +Ġparticip ated +Ġsup rem +ĠDet ails +Ġvessel s +ro d +Ġt ribe +ke ep +Ġassum ptions +Ġp ound +Ġcr ude +ĠAv ailable +Ġswim ming +Ġin clusion +Ġadv ances +c ulation +Ġconserv ation +Ġover d +ĠBuff alo +Art icle +ed ge +Ġaw a +ĠMad ison +Ġsid ew +Ġcat ast +ĠK rist +uc le +ĠHigh way +ĠTer ror +Ġactiv ation +Ġuncons cious +ĠSat an +ĠSus an +ill ery +Ġarr anged +i op +Ġrum ors +ur ring +th ink +ĠKe ith +ĠK ind +Ġavoid ing +by n +n ut +ĠSpe aker +r us +n ames +Ġgu ilt +ĠOlymp ics +Ġsa il +ĠM es +lev ant +ĠColumb us +a ft +C ity +S outh +ĠHar vey +ĠP un +S everal +Ġment ally +Ġimp ress +m ount +ĠUb untu +âĢĶâĢĶâĢĶâĢĶ âĢĶâĢĶâĢĶâĢĶ +ĠSuper man +ĠMP s +Ġintent ions +ĠR acing +Ġlike lihood +Ġ2 40 +T otal +Ġto ys +ĠW atson +Ġur ge +L ear +ĠP aper +Ġoccur ring +ĠB eng +ĠC ert +Ġst ones +T im +ĠTw in +z b +ĠD ynam +Ġpolit ician +k ens +ĠEnter prise +UT ERS +Ġab ol +Ġref resh +Ġarbit rary +pe ction +Ġtrou bles +Ġ} ); +t v +Ġpil ots +Ġdist ribute +Ġaud it +Ġp ause +orig inal +Ġr ivals + £ +F ig +T L +ab il +ry ing +L in +ion ed +l on +Ġf ancy +Ġcr ashed +Ġt ract +Ġshe d +Ġcons ume +B ased +down load +in it +Ġvolt age +Int rodu +Ġcondem ned +ĠFin ance +res pect +Ġex cluded +Ġestablish ing +her ic +Ġher itage +Ġspect acular +Ġun st +ĠSnow den +ĠL ane +S an +Ġprotect ions +st ruction +inc inn +Ġmac ro +C ustom +ios ity +Ġes p +Ġfunction ing +Ġm ush +Ġp uzzle +Ġeth ical +M al +Ġgo verning +ĠF erguson +Ġrest ored +Ġst ressed +ĠCoun ter +ĠK as +cl ip +AN S +Ġse iz +U K +by ss +old own +ap i +Ġperman ently +oun ters +W est +Th rough +L ight +at oes +Ġne at +Ġc ord +ure r +Ġsevere ly +ĠA ven +Ġinter rog +Ġtri ple +G iven +N umber +Ġar ise +Ġs her +pl ant +Ġfl ower +ĠC ou +Ġat e +Ġnew er +b ul +Ġmean while +ĠL air +Ġadjust ment +ĠCop yright +Ġd ivers +i ological +Ġgam ers +o at +Ġhistor ically +Ġanal og +Ġlong time +Ġpres cription +ĠM ist +ĠHy per +ĠM aine +ĠDe ity +Ġmulti pl +ĠRe incarn +ĠH yd +ĠP ic +S il +r ants +ĠC ris +. ; +( { +epend ence +Ġrec y +ate ur +Ġqu ad +Ġgl ob +Ġcon ced +te am +Ġcapital ist +ĠL ot +Ġroy al +ĠCy ber +Ġblack s +met ic +ri v +ĠD anny +Ġsp o +ĠR O +Ġanim ated +rypt ed +ĠDep uty +Ġrend ered +F E +Ġstre ak +Ġcloud s +ĠDou g +~~~~ ~~~~ +Ġdisc our +ĠVe h +Ġpsych ology +ĠJ ourney +Ġcry stal +ĠFro st +Ġsuspic ion +Ġrel ate +or us +ĠC rypt +ĠN VIDIA +com ed +ut ing +incinn ati +Ġvulner ability +ost ic +Ġisol ation +Ġcool ing +ĠCoal ition +Ġ1 19 +F our +ĠDe al +Ġâ ī +se mble +ram ent +ĠBar celona +Ġ10 2 +Ġcoc aine +ocaly pse +F eb +ogen ic +Ġmut ation +Ġcrypt oc +ĠK el +ĠG it +a is +Ġs isters +AN K +Ġactiv ate +T er +Ġd read +yl on +Ġprop ri +A ust +ĠDef ault +Ġout door +Ġshe er +ce ive +Ġg ently +Ð ¾ +Pro gram +Ġâ ĨĴ +Ġve gan +ĠCr us +Ġrespons ibilities +ĠH R +OL D +Ġprev ents +Ġst iff +ĠW ere +Ġathlet ic +ĠSc ore +Ġ) : +Ġcolumn s +ĠL oc +av ailable +ĠF ram +ĠS essions +Ġcompan ion +Ġpack s +14 0 +ĠKn ights +Ġf art +Ġstream s +Ġsh ore +Ġapp eals +ĠPer formance +h aul +ĠSt ra +ĠN ag +10 3 +ĠTrans portation +B B +E v +z an +P ublic +Ġtw in +uls ion +M ult +Ġelect ro +Ġstat ue +ation ally +ĠN ort +Ġins pection +/ * +ig ue +Ġcomp assion +ĠT ales +ĠSte in +ĠSc reen +ĠB ug +ĠL ion +g irl +Ġwithdraw al +Ġobject ives +Ġblood y +Ġprelim inary +Ġj acket +Ġdim ensions +ĠC ool +ĠOcc up +Ġw reck +Ġdoub led +ank ing +Ġ19 75 +Ġglass es +ĠW ang +pro v +P ath +connect ed +ĠMult i +ĠNor way +agon ist +Ġfe ared +Ġtouch ing +Ġarg uably +¯¯¯¯ ¯¯¯¯ +ĠNC AA +che m +Ġsp at +ĠW WE +ĠC el +ig ger +Ġattack er +ĠJo in +ob ject +ett a +Ġelim inated +d et +Ġdest ruct +ĠLuc as +ct uary +18 0 +ĠBr ady +ĠBl ues +B ay +au kee +Ġtim eline +Ġdeleg ates +w ritten +uff icient +Ġsh apes +Cop yright +ou ble +serv ice +Ġp ione +Ġcolleg es +Ġrow s +Ġsp ite +Ġassess ed +3 60 +Ġle ase +Ġconfident ial +ck er +ĠMan ning +ĠV oice +Ġse aled +Ġcalcul ate +N O +ĠAss istant +Ġteen ager +ul ent +ather ine +Ġm ock +Ġd iamond +Ġf est +Ġsw itched +Ġres ume +ĠPu erto +Ġl anes +ir ation +ĠSimilar ly +Ġro d +ĠS el +ĠPal ace +ĠLim ited +e ous +Ġvar iant +Ġw ard +Ġ) ) +Sh ow +OO K +A lex +ĠN ep +br is +ĠWik ipedia +Ġexcept ional +Ġman ages +ĠD raw +Ag ain +Ġco pper +ut t +Ġex ports +Ġport folio +Ġelev ated +R ated +ĠOther wise +ĠT act +ĠShe l +ĠT X +" âĢĶ +Ġres ur +ĠW a +ven ant +Ġmon etary +pe ople +E mail +Ġfif ty +ĠS weet +ĠMalays ia +Ġconf using +ĠR io +ud a +uten ant +" ); +Ġpra ised +Ġvol umes +t urn +Ġm ature +Ġnon profit +Ġpassion ate +ĠPriv ate +Ġ10 3 +Ġdesc end +ç ¥ŀ +uff y +head ed +Whe ther +ri en +ze ch +be it +Ġch rom +ĠMc M +Ġd ancing +Ġe leg +ĠNot iced +11 5 +Ġadvoc acy +ENT S +amb ling +ĠMin or +ĠF inn +Ġprior ities +Ġthere of +ĠSt age +ĠRog ers +Ġsubst itute +ĠJ ar +ĠJeff erson +Ġlight ly +10 2 +ĠL isa +u its +ys ical +Ġshif ts +Ġd rones +Ġwork place +Ġres id +ens ed +ah n +Ġpref erences +ser ver +Ġdeb ates +d oc +ĠGod s +Ġhelicop ter +Ġhon our +Ġconsider ably +ed ed +ĠF emale +ĠAn ne +Ġre un +ĠF ace +ĠHall ow +ĠBud get +Ġcondem n +Ġt ender +Pro f +ocr atic +ĠTurn er +ĠAg ric +Ġ19 76 +Ġa pt +d isc +ĠF ighter +ĠA ur +Ġgar bage +in put +ĠK arl +ĠOl iver +ĠL anguage +k n +N on +ĠCl ar +Ġtrad itions +Ġad vertisement +ĠS or +Ġarch ive +Ġvill ages +7 50 +Ġimplement ing +w aukee +Ġdiet ary +Ġswitch ing +Rep ublic +Ġvel ocity +Ġc it +ĠA wards +Ġfin ancing +Ġlast ed +) ] +Ġrem inder +P erson +Ġprec ision +Ġdesign ers +ĠF ried +ĠB order +Ġtr agic +Ġw ield +Ġiniti atives +ĠT ank +w er +Ġjo ins +R o +in ery +Ġar row +Ġgener ating +found er +Ġsear ches +Ġrandom ly +A ccess +Ġb atch +Ġp osed +l at +Ġpursu ing +as a +Ġtest ified +form ing +ĠSh ar +w iki +ĠE ither +S ometimes +Ġsen ators +ĠJohn ny +ĠTal iban +ĠG PS +":" / +ãģ® å +Ġanaly zed +ĠRub io +ĠMove ment +op ard +ii i +St and +f ight +Ġign oring +i ang +ĠG N +so ever +ĠST AT +Ġref using +Ġswe at +Ġb ay +P ORT +ir med +ak y +Ġdis pro +Ġlabel ed +Ġ10 8 +H ello +Ġple asant +ab a +Ġtri umph +Ġab oard +Ġinc om +ĠC row +le tt +Ġfol k +Ġch ase +` ` +ĠBr us +Ġte ens +c ue +Ġter rain +h yd +il ight +OR Y +Su pport +ew s +ll i +rain ts +ĠC and +Ġab used +ach ment +l arg +B as +ĠC ancer +Ġ19 78 +Ġsupp orter +ac cess +ĠTer min +ĠT ampa +ĠAN Y +Ġnew est +ĠCrim inal +ed u +Ġ19 30 +Ġadm its +Ġend e +Ġfail ures +ur ate +ful ness +cy cl +ĠSub ject +Ġinf inite +th ree +W A +p it +ĠInst all +R ad +ili ation +G M +Ġcontin ent +Ġaccommod ate +ĠCl ay +Ġp up +ĠF unction +Ġham mer +ĠAlbert a +Ġrev ised +Ġminor ities +Ġmeasure ment +Con nell +Ġdis able +ĠM ix +In cre +Ġfor k +ĠR osen +Ġimpl ies +umb lr +AN G +Ġprote ins +Ġagg ression +Ġfacilit ate +S N +Ġilleg ally +u er +Ġacad em +Ġp uzz +ĠSh ift +p ay +oll o +Ġaud iences +B uild +Ġno ble +Ġsynt ax +â ĺħ +Ġbe am +ĠB ed +ĠA ld +Ġorig ins +v ideo +Ġ19 77 +ĠAss ault +Ġgar age +Te am +Ġver dict +Ġd war +ĠVirt ual +e vent +Ke ep +Ġsent iment +Ġwild life +sh irt +Ġb urg +Ġrecommend ation +rep resent +Ġgall ery +own ers +Ġsch olar +Ġconven ience +ĠSw ift +Ġconv inc +C ap +Ġwar fare +ĠVis ual +Ġconst itute +Ġab ort +ĠWe ather +ĠLook ing +ĠH em +Ġmart ial +Ġinc oming +et ition +Ġtoler ance +ĠCre ated +Ġfl ows +ĠE lder +Ġsoul s +Ġf oul +ĠP ain +ĠC AN +Ġ2 20 +b c +he nd +Ġgen ius +R eal +ĠW r +omet er +p ad +Ġlim iting +ĠS i +ĠL ore +ĠAd ventures +Ġvar ied +D isc +f in +ĠPerson al +Ch ris +Ġinv ented +Ġd ive +ĠR ise +Ġo z +ĠCom ics +Ġexp ose +ĠRe b +let ters +s ite +im ated +Ġh acking +Ġeduc ated +ĠNob ody +Ġdep ri +Ġincent ive +ãĤ · +Ġovers ight +Ġtrib es +ĠBelg ium +Ġlicens ing +our t +Produ ct +ah l +ĠG em +Ġspecial ist +Ġc ra +ann ers +ĠCor byn +Ġ19 73 +RE AD +Ġsum mar +Ġover look +ĠApp lication +Ġin appropriate +Ġdownload ed +Q ue +ĠB ears +Ġth umb +ĠChar acter +ĠReincarn ated +ĠS id +Ġdemonstr ates +s ky +ĠBloom berg +ĠAr ray +ĠRes ults +ĠFour th +ĠED T +ĠO scar +c end +Ġ10 6 +ĠN ULL +ĠH ERE +m atch +ĠBr un +Ġgluc ose +ie g +eg u +Ġcert ified +Ġrel ie +Ġhuman itarian +Ġpr ayers +K ing +Ġn an +h ou +10 8 +ul u +Ġrenew able +Ġdistingu ish +Ġd ense +ĠV ent +ĠPack age +ĠB oss +Ġedit ors +Ġm igr +T ra +ĠPet ers +ĠAr ctic +200 4 +ĠC ape +Ġloc ally +Ġlast ing +Ġhand y +. ). +P an +ĠR ES +Ind ex +Ġt ensions +Ġformer ly +Ġide ological +Ġsens ors +Ġdeal ers +Ġdef ines +S k +Ġproceed s +Ġpro xy +az ines +ĠB ash +ĠP ad +ĠC raft +eal ous +Ġshe ets +omet ry +J une +cl ock +T T +ĠThe atre +ĠB uzz +Ġch apters +Ġmill enn +Ġd ough +ĠCongress ional +Ġimag ined +av ior +Ġclin ic +Ġ19 45 +Ġhold er +ro ot +oles ter +Ġrest art +B N +ĠHam as +ĠJ ob +Ġor b +Ġr am +Ġdiscl ose +Ġtransl ate +Ġimm igrant +Ġannoy ing +Ġtreat y +an ium +ĠTe a +ĠLeg ion +Ġcrowd s +ĠB ec +ĠA er +oh yd +B ro +Look ing +Ġl bs +Ġagg ress +Ġse am +Ġinter cept +ĠM I +mer cial +act iv +ĠC it +Ġdim ension +Ġconsist ency +Ġr ushing +ĠDou glas +Ġtr im +Inst all +ick er +Ġsh y +10 6 +Ġment ions +pe lled +ĠT ak +c ost +Ġclass room +Ġfort une +dri ven +Ġun le +ĠWhe el +Ġinvest or +ĠM asters +k it +Ġassoci ations +ĠEv olution +op ing +us cript +Ġprov incial +ĠWal ter +av i +S O +Ġun limited +Eng lish +ĠC ards +ĠEb ola +ne red +Ġreven ge +Ġout right +um per +Ġf itting +ĠSol id +Ġform ally +Ġproblem atic +Ġhaz ard +Ġenc ryption +Ġstraight forward +ĠA K +Ġp se +ĠOr b +ĠCh amber +ĠM ak +Cont ents +Ġloyal ty +Ġl yrics +ĠSy m +Ġwel comed +Ġcook ed +Ġmon op +Ġn urse +Ġmis leading +Ġe ternal +Ġshif ting +Ġ+ = +V is +Ġinst itutional +ill ary +Ġp ant +VER T +ĠA CC +ĠEn h +Ġinc on +ĠRE UTERS +Ġdon ated +âĢ¦âĢ¦ âĢ¦âĢ¦ +In tern +Ġexhib it +Ġt ire +ĠR ic +ĠCh ampion +ĠMu hammad +N ING +ĠSoc cer +Ġmob ility +Ġvary ing +ĠM ovie +Ġl ord +o ak +F ield +Ġve ctor +us ions +Ġsc rap +Ġen abling +m ake +T or +. * +| | +ĠWe bsite +ĠN PC +Ġsocial ist +ĠBill y +ĠAdd itional +Ġc argo +Ġfar ms +ĠSo on +ĠPri ze +Ġmid night +Ġ9 00 +se en +ĠSp ot +Ġshe ep +Ġspons ored +ĠH i +ĠJ ump +Ġ19 67 +Micro soft +ĠAg ent +Ġch arts +d ir +Ġadj acent +Ġtr icks +Ġman ga +Ġex agger +/ > +foot ball +ĠF CC +G C +ĠT ier +and ra +OU ND +% ), +Ġfru its +V C +ĠA A +R ober +Ġmid st +â Ĺ +ank a +Ġlegisl ature +ĠNe il +Ġtour ists +" " +ĠWar ning +ĠNever theless +ĠOffic ial +ĠWh atever +Ġm old +Ġdraft ed +Ġsubst ances +Ġbre ed +Ġt ags +ĠT ask +Ġver b +Ġmanufact ured +com ments +ĠPol ish +Pro v +Ġdetermin es +Ob ama +k ers +Ġutter ly +Ġse ct +sc he +ĠG ates +ĠCh ap +Ġal uminum +Ġz ombie +ĠT ouch +ĠU P +Ġsatisf y +Ġpred omin +asc ript +Ġelabor ate +Ġ19 68 +Ġmeas uring +ĠV ari +any ahu +Ġs ir +ul ates +id ges +ick ets +ĠSp encer +T M +oub ted +Ġpre y +Ġinstall ing +ĠC ab +re ed +re ated +Su pp +Ġwr ist +ĠK erry +10 7 +ĠK le +ĠR achel +Ġc otton +ĠA RE +ĠE le +Cont rol +Ġload s +ĠD od +an as +b one +Ġclass ical +ĠReg ional +ĠInt eg +V M +Ġdes ires +Ġaut ism +support ed +ĠM essage +Ġcomp act +writ er +Ġ10 9 +ĠHur ricane +c ision +Ġcy cles +Ġdr ill +Ġcolle ague +Ġm aker +G erman +Ġmist aken +S un +ĠG ay +Ġwhat soever +Ġsell s +ĠA irl +l iv +ĠO ption +Ġsol ved +Ġse ctors +Ġhorizont al +Ġequ ation +ĠSk ill +ĠB io +g ement +ĠSn ap +ĠLeg al +Ġtradem ark +Ġmake up +Ġassemb led +Ġsa ves +ĠHallow een +ĠVer mont +ĠFR OM +Ġfar ming +ĠP odcast +accept able +ĠHig her +Ġas leep +ull ivan +Ġrefere n +ĠLe v +Ġbul lets +ok o +H C +Ġst airs +Ġmain tains +ĠL ower +ĠV i +Ġmar ine +Ġac res +Ġcoordin ator +ĠJ oh +Ġcounterpart s +ĠBrother s +Ġind ict +b ra +Ġch unk +Ġc ents +H ome +ĠMon th +Ġaccording ly +if les +ĠGerm ans +ĠSy n +H ub +Ġey eb +âĶĢâĶĢ âĶĢâĶĢ +Ġr anges +ĠHoll and +ĠRob ot +f c +M ike +Ġpl asma +Ġsw ap +Ġath lete +ĠR ams +,' " +Ġinfect ions +Ġcor rid +Ġv ib +Ġpat ches +Ġtradition ally +Ġrevel ation +Ġswe ep +Ġgl ance +Ġin ex +200 3 +ĠR aw +work ing +os ures +ĠD at +ĠLyn ch +Ġle verage +ĠRe id +Ġcorrel ation +ian ces +av ascript +Ġrep ository +ret ty +Ġ19 72 +24 0 +Ġo un +p ol +ĠRe ed +Ġtact ical +is ite +App le +ĠQu inn +Ġrap ed +ill o +Euro pe +Ġalgorith ms +ĠRod rig +i u +Ġill um +Ġf ame +Ġintrodu cing +Ġdel ays +ĠRaid ers +Ġwh istle +Ġnovel s +ĠRe ally +Ġder iv +Ġpublic ations +ĠNe ither +ĠCom merce +Ġa ston +l anguage +Not es +ĠR oth +ĠF ear +Ġm ate +Ġpar ade +ĠQ B +Ġman eu +ĠC incinnati +m itting +Ġwa ist +ĠR ew +Ġdisc ont +Ð ° +Ġst aring +Ġal ias +Ġsec urities +Ġtoile t +ĠJ edi +Ġun law +v ised +//// //// +] ( +ĠWe iss +Ġpre st +ĠComp an +Ġmem o +ĠGr ace +J uly +ĠEl ite +cent er +ĠSt ay +Ġgal axy +Ġto oth +ĠS ettings +Ġsubject ed +ãĤ ¦ +Ġline back +Ġretail ers +ĠW ant +Ġd angers +A ir +Ġvolunt ary +ew ay +Ġinterpret ed +ot ine +à § +Ġp el +Serv ice +ĠEvent ually +Ġcare ers +Ġthreat en +Ġmem or +ĠBrad ley +anc ies +s n +ĠUn known +N ational +Ġsh adows +ail and +ĠD ash +Every one +izz ard +M arch += ( +Ġpull s +Ġstr anger +Ġback wards +ĠBern ard +imens ional +Ġch ron +Ġtheoret ical +k top +Ġw are +ĠInvest ig +ĠIn iti +ĠOper ations +o ven +oc ide +* / +Ġfl ames +ĠC ash +sh it +Ġc ab +ĠAn aly +ĠSe ah +Ġdefin ing +Ġorder ing +Ġimm un +Ġpers istent +AC H +Russ ian +m ans +Ġh ind +Ġphot ography + © +Ġh ug +Ġ10 7 +ĠH ence +i ots +ude au +Ġsubsid ies +Ġroutine ly +ĠDev ice +it ic +Ġdisg ust +land er +Ġ19 40 +Ġassign ment +ĠB esides +w ick +ĠD ust +us c +struct ed +11 1 +de velop +Ġf ond +Ġinter section +Ġdign ity +Ġcommission er +With out +re ach +Ġcart oon +Ġsc ales +ãĥ Ń +F IG +Ġsurve ys +ĠIndones ia +Ġart work +Ġun ch +Ġcy cling +un ct +au er +or ate +ĠOb viously +Ġcharacter ized +fe ld +Ġaff irm +Ġinn ings +Ġ é +Ġal iens +Ġcl oth +et ooth +ĠC ertain + § +Ġdig est +k now +ĠX L +Ġpredict ions +Ġd in +W AR +Ġafter math +Ex ample +ĠSu ccess +ĠTh r +IG N +Ġmin er +B us +Ġcl arity +heim er +ĠO UT +ĠS end +ĠCirc le +ĠD iet +Ġpron ounced +Ġcreat ors +Ġearthqu ake +atter y +ge ons +Ġo d +Ġlay ing +or p +U lt +pro ject +Ġunder min +Ġsequ el +S am +ĠDark ness +Ġre ception +b ull +Y S +ĠV ir +Ġsequ ences +ĠCo in +Ġout fit +ĠW ait +1 19 +Ġdel ivers +.... .. +Ġbl own +ĠE sc +ĠM ath +per m +ĠU l +Ġgl im +Ġfac ial +Ġgreen house +Ġto kens +/ - +ĠAnn ual +ĠON E +Ġteen age +ĠPhys ical +ĠL ang +ĠC elt +Ġsu ed +ivid ually +Ġpat ience +ch air +reg ular +Ġa ug +in v +ex cept +ĠL il +Ġn est +f d +s um +ĠCh ase +Russ ia +ĠJenn ifer +Ġoff season +Over all +F ore +Ġr iot +A ud +form er +Ġdefend ers +ĠC T +iot ic +rib ly +Ġautom ated +Ġpen is +Ġins ist +Ġdi agram +ĠS QL +ĠG arc +Ġw itch +cl ient +ier ra +am bers +Ġrec ount +f ar +V ery +oster one +Ġappreci ated +ĠPer fect +S ection +Ġd oses +oca ust +Ġcost ly +Ġg rams +ĠSh i +Ġwrest ling +Ġ19 71 +Ġtro phy +Ġn erve +ĠK az +ĠExper ience +Ġpled ged +Ġplay back +Ġcreat ivity +by e +Ġattack ers +Ġhold ers +ĠCo ach +ĠPh D +Ġtransf ers +Ġcol ored +ĠH indu +Ġd rown +Ġlist ened +ĠW A +ias m +P O +Ġappeal ing +Ġdiscl osed +ĠCh icken +ag ging +Ġple aded +Ġnav igation +ĠReturn s +Ġ[ [ +R OR +E A +Ġphotograp her +ĠR ider +ipp ers +Ġsl ice +Ġe rect +Ġhe d +iss ance +ĠVik ings +ur ious +Ġapp et +oubted ly +Ch ild +Ġauthent ic +o os +ĠM aking +Ġannoun cing +Ġb od +Ġmet er +ĠN ine +ĠR ogue +Ġwork force +Ġrenew ed +Ġorganis ations +ac s +P LE +Sh ort +Ġcomp ounds +ĠVis it +Ġen velop +ear th +Ġsupport ive +gg le +ĠBrus sels +ĠGu ild +Cre ate +RE L +Ġaver aged +Ġ19 69 +ri ages +Ġlength y +Ġforg ot +O kay +ĠE rd +Ġdeal er +Ġrec ession +D D +Ġdesper ately +Ġhun ger +Ġst icks +Ġm ph +ĠF aith +Ġintention ally +Ġdem ol +ue ller +ĠS ale +Ġde bris +s pring +Ġle ap +>> >> +Ġcontain ers +se lling +rane an +atter ing +Ġcomment ed +ĠC M +on ut +Ġwood s +es pecially +Ġorgan ize +iv ic +ĠWood s +ang a +s qu +Ġm aj +am on +Ġax is +Ġ19 74 +ĠDen mark +Ġwar rior +ĠP and +Ġout lined +ĠB O +ins ula +z illa +eb ook +Ġd are +Ġsear ched +Ġnav igate +S n +writ ing +Ġun ited +J apan +ĠHe brew +Ġfl ame +Ġrel ies +Ġcatch ing +ĠSh o +Ġimprison ment +Ġp ockets +Ġclos ure +ĠF am +t im +ade qu +Act ivity +Ġrecru iting +ĠW ATCH +ĠArgent ina +d est +Ġapolog ize +or o +Ġlack s +Ġtun ed +ĠGriff in +Ġinf amous +Ġcelebr ity +ss on +Ġ ---------------------------------------------------------------- +ĠIs is +ĠDis play +Ġcred ibility +Ġeconom ies +Ġhead line +ĠCow boys +Ġind ef +Ġl ately +Ġincent ives +but ton +ĠM ob +A ut +Ġres igned +ĠO m +c amp +Ġprof iles +Ġsche mes +olph ins +ay ed +Cl inton +en h +ĠY ahoo +Ġab st +Ġan k +su its +Ġw ished +ĠMar co +udd en +Ġsp here +ĠB ishop +Ġincorpor ated +ĠPl ant +11 4 +Ġh ated +p ic +Ġdon ate +Ġl ined +Ġbe ans +Ġsteal ing +Ġcost ume +Ġsher iff +Ġfor ty +Ġint act +Ġadapt ed +Ġtrave lling +b art +Ġnice ly +Ġdri ed +Ġsc al +os ity +NOT E +ĠB h +ĠBron cos +ĠI gn +Ġint imate +Ġchem istry +Ġopt imal +D eb +ĠGener ation +Ġ] , +ich i +ĠW ii +ĠYOU R +vent ions +W rite +Ġpop ul +un ning +ĠW or +V ol +Ġqu een +head s +K K +Ġanaly ze +op ic +ear chers +Ġd ot +leg raph +ast ically +Ġupgr ades +Ġca res +Ġext ending +Ġfree ze +Ġin ability +Ġorg ans +Ġpret end +Ġout let +11 3 +ol an +ĠM all +ul ing +t alk +Ġexpress ing +ĠAl ways +ĠBe gin +f iles +Ġlic enses +% % +ĠM itt +Ġfil ters +ĠMil waukee +G N +Ġunf old +M o +Ġnut rition +pp o +B o +Ġfound ing +Ġunder mine +Ġeas iest +ĠC zech +ĠM ack +Ġsexual ity +ĠN ixon +W in +ĠAr n +ĠK in +ãĤ £ +ic er +Ġfort un +Ġsurf aces +agh d +Ġcar riers +ĠP ART +ĠT ib +Ġinter val +Ġfrust rating +ĠSh ip +ĠAr med +ff e +Ġbo ats +ĠAb raham +in is +Ġsu ited +th read +i ov +ab ul +ĠVenezuel a +Ġto m +su per +Ġcast le +alth ough +iox ide +ec hes +Ġevolution ary +Ġnegoti ate +Ġconfront ed +Rem ember +Ġ17 0 +S uch +Ġ9 11 +m ult +ĠA byss +ur ry +ke es +spe c +ĠBarb ara +Ġbelong ing +Ġvill ain +ist ani +Ġaccount able +Ġport ions +ĠDe cl +U r +ĠK ate +g re +Ġmag azines +UC K +Ġregul ate +om on +ĠAl most +Ġover view +Ġsc ram +Ġl oot +ĠF itz +Ġcharacter istic +ĠSn ake +s ay +ĠR ico +Ġtra it +ĠJo ined +au cus +Ġadapt ation +ĠAirl ines +Ġarch ae +ĠI de +Ġb ikes +Ġliter ary +Ġinflu ences +ĠUs ed +C reat +Ġple a +ĠDef ence +ĠAss ass +Ġp ond +UL T +) " +Ġeval uated +Ġob taining +Ġdem ographic +Ġvig il +ale y +Ġsp ouse +ĠSeah awks +resp ons +ĠB elt +um atic +Ġr ises +run ner +ĠMichel le +Ġpot ent +r ace +ĠP AC +F ind +olester ol +IS S +ĠIntrodu ced +ress es +ign ment +O s +ĠT u +ĠDe x +ic ides +Ġspark ed +ĠLaur a +ĠBry ant +Ġsm iling +ĠNex us +Ġdefend ants +ĠCat al +Ġdis hes +sh aped +Ġpro long +m t +( $ +ãĢ Ĥ +Ġcalcul ations +ĠS ame +Ġp iv +H H +Ġcance lled +Ġgr in +Ġterrit ories +ist ically +C ome +ĠP arent +Pro ject +Ġneg lig +ĠPriv acy +Ġam mo +LE CT +olute ly +ĠEp ic +Ġmis under +w al +Apr il +m os +path y +ĠC arson +Ġalbum s +ĠE asy +Ġpist ol +< < +Ġ\ ( +t arget +hel p +Ġinter pre +cons cious +ĠH ousing +ĠJ oint +12 7 +Ġbe ers +s cience +ĠFire fox +effect ive +ĠC abin +ĠO kay +ĠApp lic +Ġspace craft +ĠS R +ve t +ĠStr ange +S B +Ġcor ps +iber al +e fficient +Ġpreval ence +Ġeconom ists +11 8 +Th read +ord able +OD E +ĠC ant +=- =- +if iable +ĠA round +Ġpo le +Ġwilling ness +CL A +ĠK id +Ġcomple ment +Ġsc attered +Ġin mates +Ġble eding +e very +Ġque ue +ĠTr ain +Ġh ij +Ġme lee +ple ted +Ġdig it +Ġg em +offic ial +Ġlif ting +Ð µ +Re qu +it utes +Ġpack aging +ĠWork ers +h ran +ĠLeban on +ol esc +Ġpun ished +ĠJ uan +Ġj am +ĠD ocument +Ġm apping +ic ates +Ġinev itably +Ġvan illa +ĠT on +Ġwat ches +Ġle agues +Ġiniti ated +deg ree +port ion +Ġrec alls +Ġru in +Ġm elt +I AN +Ġhe m +Ex p +Ġb aking +ĠCol omb +at ible +Ġrad ius +pl ug +ĠI F +et ically +Ġf ict +H ER +ĠT ap +atin um +Ġin k +Ġco h +ĠW izard +b oth +te x +Ġsp ends +ĠCurrent ly +ĠP it +Ġneur ons +ig nt +Ġr all +Ġbus es +b uilding +Ġadjust ments +Ġc ried +ibl ical +att ed +ĠZ ion +ĠM atter +Ġmed itation +ĠD ennis +Ġour s +ĠT ab +Ġrank ings +ort al +Ġad vers +Ġsur render +ĠG ob +ci um +om as +im eter +Ġmulti player +Ġhero in +Ġoptim istic +Ġindic ator +ĠBr ig +Ġgro cery +Ġapplic ant +ĠRock et +v id +Ex ception +p ent +Ġorgan izing +Ġenc ounters +ĠT OD +Ġjew el +S ave +ĠChrist ie +Ġhe ating +Ġl azy +ĠC P +Ġcous in +Con fig +Ġreg ener +Ġne arest +Ġachie ving +EN S +th row +ĠRich mond +ant le +200 2 +Ġan ten +b ird +13 3 +Ġn arc +r aint +un ny +ĠHispan ic +ourn aments +Ġprop he +ĠTh ailand +ĠT i +Ġinject ion +Ġinher it +rav is +Ġmed i +Ġwho ever +ĠDE BUG +G P +ĠH ud +C ard +p rom +Ġp or +Ġover head +L aw +Ġviol ate +Ġhe ated +Ġdescript ions +Ġachieve ments +ĠBe er +ĠQu ant +W as +Ġe ighth +ĠI v +Ġspecial ized +U PDATE +ĠD elta +P op +J ul +ĠAs k +oph y +Ġnews letters +ĠT ool +Ġg ard +ĠConf eder +ĠGM T +ĠAb bott +Ġimm unity +ĠV M +Is lam +Ġimpl icit +w d +Ġ19 44 +rav ity +omet ric +Ġsurv iving +ur ai +ĠPr ison +Ġr ust +ĠSk etch +Ġbe es +ĠThe ory +Ġmer it +T ex +ch at +Ġm im +Ġpast e +ĠK och +Ġignor ance +ĠSh oot +Ġbas ement +Un ited +ĠAd vis +he ight +Ġf oster +Ġdet ain +in formation +Ġne ural +' ; +Ġprov es +all ery +Ġinv itation +um bers +Ġc attle +Ġbicy cle +z i +Ġconsult ant +Ġap ology +ĠT iger +Ġ12 3 +99 9 +Ġind ividually +r t +ig ion +ĠBrazil ian +Ġdist urb +Ġentreprene urs +Ġfore sts +cer pt +pl ates +p her +clip se +Ġtw itter +Ġac ids +ograph ical +h um +ĠB ald +if ully +Ġcomp iler +ĠD A +Ġdon or +as i +Ġtrib al +l ash +ĠCon fig +Ġapplic ants +Ġsal aries +13 5 +Put in +ĠF ocus +ir s +Ġmisc onduct +ĠH az +Ġeat en +M obile +Mus lim +ĠMar cus +v iol +Ġfavor able +Ġst ub +ad in +ĠH ob +Ġfaith ful +Ġelectron ics +Ġvac uum +w ait +back ed +econom ic +d ist +Ġten ure +Ġsince re +ĠT ogether +ĠW ave +Ġprog ression +Ġden ying +Ġdist ress +br aska +th ird +Ġmix ing +Ġcolon ial +Ġpriv ately +Ġun rest +atern ity +Ġprem ises +ant i +greg ation +Ġlic ence +ĠH ind +ĠSam uel +Ġconvinc ing +ĠA ce +ĠR ust +ĠNet anyahu +Ġhand les +ĠP atch +orient ed +ah o +ĠG onz +Ġhack ers +claim er +Ġcustom s +ĠGr an +f ighters +Ġl uc +Ġman uscript +aren thood +Ġdev il +Ġwar riors +Ġoff enders +Will iam +Ġhol idays +Ġnight mare +Ġle ver +iff erent +St at +Ġexhib ition +put ed +ĠP ure +Ġal pha +Ġenthus iasm +ĠRepresent atives +E AR +ĠT yp +Ġwhe at +ĠAl f +Ġcor rection +Ġev angel +AT T +M iss +Ġs oup +Ġimpl ied +par am +Ġsex y +ĠL ux +Ġrep ublic +p atch +ab lish +Ġic ons +Ġfather s +ĠG ET +ĠCar ib +Ġregul ated +ĠCo hen +ĠBob by +Ġn er +Ġb ent +vent ory +ĠAl ong +ĠE ST +ĠWall ace +Ġmurd ers +r ise +ke ll +ĠCommon wealth +Ġn asty +et a +ĠM IT +Ġadminist ered +Ġgenuine ly +Ed itor +n ick +Ġhyd ro +**************** **************** +ĠB le +Ġfin es +Ġg orge +aus ible +r h +Ġapp le +ment ioned +Ġro pe +ot yp +H R +Ġdisappoint ing +Ġc age +n ik +Ġdoub ts +ĠF REE +print s +ĠM UST +Ġvend ors +ĠIn qu +Ġliber als +Ġcontract or +Ġup side +child ren +Ġtrick y +Ġregul ators +charg ed +l iter +Ġ *** +Ġreb ell +l ang +Ġloc als +Ġphys icians +Ġhe y +ar se +t m +ĠLe x +Ġbehavior al +success ful +F X +Ġbr ick +ov ic +Ġcon form +Ġreview ing +Ġins ights +Ġbi ology +ĠRem ove +ĠExt ra +Ġcomm itting +indu ced +ignt y +ig m +Ġat omic +Comm on +ĠE M +ĠP ere +ĠIt ems +e h +Ġpres erved +ĠH ood +Ġprison er +Ġbankrupt cy +Ġg ren +us hes +Ġexplo itation +Ġsign atures +Ġfin an +] ," +ĠM R +Ġme g +rem lin +Ġmusic ians +Ġselect ing +Ġexam ining +IN K +l ated +H i +Ġart ic +Ġp ets +Ġimp air +ĠM AN +Ġtable ts +in clude +R ange +Ġca ut +Ġlog s +Ġmount ing +Ġun aware +Ġdynam ics +ĠPalest ine +ĠQu arter +ĠPur ple +Ġm a +ĠIm port +Ġcollect ions +ci ation +Ġsuccess or +Ġcl one +Ġaim ing +Ġposs essed +Ġstick ing +Ġsh aking +Ġloc ate +ĠH ockey +T urn +17 0 +Ġfif teen +ĠHar rison +Ġcontinu ously +ĠT C +ĠVal ent +ĠRes cue +Ġby pass +am ount +Ġm ast +Ġprotect s +Ġart istic +Ġsomet ime +Ġsh oe +Ġshout ed +ific ant +et itive +ĠReg ister +ĠJ in +Ġconcent rated +ling ton +on ies +Ġgener ator +yr im +ĠAr men +Ġclear ing +id o +ĠT W +al ph +Ġlad ies +H ard +Ġdial og +Ġinput s +æ ľ +Ġpos es +Ġsl ots +ĠPrem ium +Ġle aks +Ġboss es +Ġ11 3 +c ourse +A cc +ĠNew ton +ĠAust ria +ĠM age +Ġte aches +ab ad +Ġwe ars +Ġc yl +Ġcur se +ĠS ales +ĠW ings +Ġp sy +Ġg aps +ĠIce land +ĠP interest +Ġland lord +Ġdefin itions +ĠK er +Ġsufficient ly +ĠP ence +ĠArch itect +Ġsur pass +Ġ11 4 +Ġsuper hero +ĠDise ase +Ġpri ests +ĠC ulture +Ġdefin itive +Ġsecret ly +ĠD ance +inst all +ch ief +ĠJess ica +W ould +Up dated +Ġlock er +ĠK ay +Ġmem orial +è ¦ +f at +Ġdis gu +Ġflav ors +ĠBase ball +ĠRes istance +Ġk icks +Ġen v +Ġteen agers +D ark +ĠC AR +Ġh alt +ĠL G +ĠGab riel +Ġfe ver +Ġs atur +Ġm all +Ġaffili ate +ĠS leep +ĠSpe cific +ĠV el +Ġj ar +ĠSac red +ĠEd wards +ĠA CL +Ġret ained +ĠG iant +Ġlim itation +in ces +Ġref usal +ĠT ale +ĠBut ler +Ġacc idents +ĠC SS +Ġimport ed +ĠCop y +Î ± +ER T +z el +Ġdiv isions +h ots +ĠAl b +ĠD S +Load er +W ashington +at isf +ĠCreat ive +\ . +ĠAut om +red ict +Ġrecept or +ĠCarl os +Met hod +ok a +Ġmal icious +Ġste pping +, [ +ĠD ad +Ġatt raction +ĠEffect s +ĠPir ate +ĠC er +ĠIndust ry +ĠR ud +Ġchar ter +Ġd ining +Ġins ists +Ġconfig ure +Ġ( # +ĠSim ple +ĠSc roll +UT C +17 5 +ĠK on +Ġmarket place +Ġ ãĤ +Ġref res +Ġg ates +er red +ĠP od +Ġbeh ave +Fr ank +n ode +Ġendors ed +he tt +as ive +ĠHom eland +Ġr ides +ĠLe ave +er ness +Ġflood ing +A FP +Ġris en +Ġcontin ually +Ġun anim +ĠCont ract +ĠP as +Ġgu ided +ĠCh ile +b d +Ġsu cc +pt ic +Ġcomm ittees +ĠL uther +ĠAny one +Ġs ab +12 4 +Ġp ixel +ĠB ak +ĠT ag +ĠBenn ett +En ter +sm all +ĠPresident ial +Ġp ul +Ġcontr ace +arch ive +Ġcoast al +ĠK ids +19 2 +âĢ ² +ick y +ING TON +Ġw olf +ĠSt alin +T ur +id get +am as +ĠUn less +Ġspons or +Ġmor ph +ĠCho ose +Ġrun ner +Ġun bel +Ġm ud +ĠMan a +Ġdub bed +Ġg odd +ure rs +wind ow +Ġrel ied +Ġcelebr ating +os c +Ġ13 5 +Ġlobb ying +Ġincom plete +Ġrestrict ion +Ġinc ap +it us +Ġexpect ation +ĠAp ollo +Ġint ens +Ġsyn c +G H +Ġmanip ulation +B Y +Ġspe ar +Ġbre asts +Ġvol can +il ia +M aterial +Ġform ats +ĠB ast +Ġparliament ary +Ġsn ake +Ġserv ants +ĠTr udeau +ĠGr im +ĠArab ic +ĠSC P +ĠBoy s +st ation +Ġprospect ive +ord e +in itialized +Ġb ored +AB LE +Ġaccess ed +Ġtax i +ĠShe ll +aid en +urs ed +in ates +ĠIns urance +ĠPet e +Sept ember +6 50 +Ġad ventures +ĠCo ver +Ġt ribute +Ġsk etch +Ġem power +Ġ Ø +ĠGl enn +ĠD aw += \" +ĠPolit ics +Ġgu ides +Ġd ioxide +ĠG ore +ĠBr ight +ĠS ierra +Ġval ued +c ond +Ġpo inter +Se lect +Ġrisk y +Ġabsor b +im ages +Ġref uses +Ġbon uses +__ _ +Ġh ilar +ĠF eatures +2 20 +ĠCollect or +F oot +Ġ19 64 +cul us +Ġd awn +Ġwork out +ĠL O +Ġphilosoph ical +ĠSand y +ĠYou th +Ġl iable +A f +bl ue +Ġovert urn +less ness +ĠTrib une +ĠIn g +Ġfact ories +Ġcat ches +Ġpr one +Ġmat rix +Ġlog in +Ġin acc +Ġex ert +s ys +Ġneed le +ĠQ ur +Ġnot ified +ould er +t x +Ġremind s +Ġpublisher s +Ġn ort +Ġg it +Ġfl ies +ĠEm ily +Ġflow ing +ĠAl ien +ĠStr ateg +Ġhard est +Ġmod ification +AP I +ĠM Y +Ġcr ashes +st airs +n umber +Ġur ging +ch annel +ĠFal con +Ġinhabit ants +Ġterr ifying +Ġutil ize +Ġban ner +Ġcig arettes +Ġsens es +ĠHol mes +Ġpract ition +ĠPhill ips +ott o +Ġcomp ile +Mod el +ĠK o +Ġ[ ] +Americ ans +ĠTer ms +Ġmed ications +ĠAn a +Ġfundament ally +ĠNot ice +Ġwe aker +Ġ 0000 +Ġgar lic +Ġout break +Ġeconom ist +ĠB irth +Ġobst acles +ar cer +ĠOr thodox +Ġplace bo +ĠC rew +asp berry +ĠAng els +Ġdis charge +Ġdestruct ive +11 7 +ĠR ising +Ġd airy +l ate +Ġcoll ision +ĠTig ers +ean or +ocument ed +ĠIn valid +Ġd ont +ĠL iter +ĠV a +Ġhyd rogen +Ġvari ants +ĠBrown s +Ġ19 65 +Ġind igenous +Ġtrad es +Ġremain der +Ġswe pt +ĠImp act +Ġred ist +Ġun int +grad uate +ãĥ ķ +ĠW ILL +ãģ® ç +ĠCrit ical +Ġf isher +Ġv icious +Ġrevers ed +Y ear +ĠS ox +Ġshoot ings +Ġfil ming +Ġtouchdown s +ai res +m el +Ġgrand father +Ġaffect ion +ing le +Ġover ly +Add itional +Ġsup reme +ĠGr ad +Ġsport ing +Ġmer cy +ĠBrook s +ount y +Ġperform s +Ġtight ly +Ġdem ons +Ġkill ings +Ġfact ion +ĠNov a +aut s +Ġund oubtedly +ar in +Ġunder way +ra k +Ġl iv +ĠReg ion +Ġbrief ing +s ers +cl oud +ĠM ik +us p +Ġpred iction +az or +Ġport able +ĠG and +Ġpresent ing +Ġ10 80 + » +ush i +ĠSp ark +there um +Ġjust ification +ĠN y +Ġcontract ors +ming ham +ĠSt yle +å ħ +ĠChron icles +ĠPict ure +Ġprov ing +Ġw ives +set t +Ġmole cules +ĠFair y +Ġconsist ing +Ġp ier +al one +in ition +Ġn ucle +j son +Ġg otta +Ġmob il +Ġver bal +ar ium +Ġmon ument +uck ed +Ġ25 6 +T ech +mine craft +ĠTr ack +Ġt ile +Ġcompat ibility +as is +Ġs add +Ġinstruct ed +ĠM ueller +Ġle thal +Ġhorm one +Ġor che +el se +Ġske let +Ġentert aining +Ġminim ize +ag ain +Ġunder go +Ġconst raints +Ġcig arette +ĠIslam ist +Ġtravel s +ĠPant hers +l ings +C are +Ġlaw suits +ur as +Ġcry st +Ġlow ered +Ġaer ial +Ġcomb inations +Ġha un +Ġch a +Ġv ine +Ġquant ities +Ġlink ing +b ank +Ġso y +B ill +ĠAngel a +Ġrecip ient +ĠProt est +Ġs ocket +Ġsolid arity +Ġâ Ĩ +m ill +Ġvar ies +ĠPak istani +Dr agon +Ġun e +Ġhor izon +³³³³ ³³³³ +Ġprov inces +Ġfrank ly +Ġenact ed +not es +[ ' +Ġ19 2 +ocr acy +Ġendorse ment +Ġover time +Tr ue +L ab +lic ted +ĠD NC +Ġbe ats +ĠJam ie +15 2 +ĠIN T +Cont act +Ġaccount ed +h ash +ĠPack ers +p ires +Ġles bian +Ġamend ments +Ġhop eful +ĠFin land +Ġspot light +Ġconfig ured +Ġtrou bled +Ġg aze +ĠCal gary +Ġrel iability +Ġins urg +sw er +b uy +ĠSk in +Ġp ixels +Ġhand gun +Ġpar as +Ġcateg or +ĠE L +ĠRe x +Ind eed +Ġkind a +Ġconj unction +ĠBry an +ĠMan ufact +y ang +Pl us +S QL +ish ment +Ġdom inate +Ġn ail +Ġo ath +Ġeru pt +ĠF ine +it bart +ĠCh ip +ĠAb d +ĠN am +Ġbuy er +Ġdiss ent +Le aks +Cont in +Ġr ider +ĠSome one +Ġill usion +c in +ĠBoe ing +Ġin adequ +ov ation +i ants +Ġreb uild +4 50 +ĠDest iny +S W +ĠT ill +H it +ia z +ĠBang l +acher s +ĠRe form +Ġse gments +Ġsystem atic +d c +ĠConserv atives +Ġport al +h or +ĠDragon bound +Ġdrag ged +om o +Ġthe e +ad vert +ĠRep orts +ĠE t +Ġbarrel s +Aug ust +Ġcompar isons +Ġhe x +Ġan throp +" [ +bor ough +ab i +Ġpict ured +play ing +ĠAdd ress +ĠMir ror +Sm ith +Ġt ires +ĠN PR +AA AA +Ġclass ification +ĠTh an +ĠH arm +ĠR A +Ġreject ion +min ation +Ġr anged +ĠF alls +D I +H ost +ãĤ ´ +ĠEx ample +list ed +th irds +Ġsaf egu +br and +Ġprob able +Can ada +IT ION +ĠQ aeda +Ġch ick +Ġimport s +h it +l oc +W W +Ġble w +Ġany time +Ġwh oles +ik ed +Ġcal culation +cre ate +ĠO ri +Ġupgr aded +Ġapp ar +ut ory +ĠM ol +B rit +ĠJ ong +IN AL +ĠStart ing +Ġd ice +urt le +Ġre lying +cl osure +Ġprof itable +Ġsl aughter +ĠMan ual +c aster +Ġ" $ +Ġfe ather +ĠSim ply +ie ves +Ġdeter ior +ĠPC I +Ġst amp +Ġfl aws +Ġsh ade +ham mer +Ġpass port +Ġcont ing +am el +Ġobser vers +Ġneg lect +ĠR B +ĠBrother hood +Ġskept ical +f amily +us k +Ġemotion ally +â Ļ +ĠBet a +ason able +id ity +ĠM ul +Ġkick ing +ĠC arm +oll ah +VERT IS +ĠAt hen +Ġlad der +ĠBul let +å £ +00 01 +ĠWild life +ĠM ask +ĠN an +R ev +Ġun acceptable +leg al +Ġcrowd ed +ag i +ĠC ox +j e +Ġmor ality +Ġfu els +Ġc ables +Ġman kind +ĠCarib bean +Ġanch or +Ġby te +ĠO ften +ĠO z +Ġcraft ed +Ġhistor ian +ĠW u +Ġtow ers +ĠCitiz ens +Ġhel m +Ġcred entials +Ġsing ular +ĠJes se +Ġtack les +Ġcont empt +Ġa fore +ĠSh adows +Ġn il +Ġur gent +app le +bl ood +Ġv on +Ġoff line +Ġbreat he +Ġj umps +Ġirre levant +ox ic +om al +import ant +J im +Ġgl oves +arm ing +dep th +Ġtal ents +ook ie +ĠS B +Ġpal m +uff s +est a +IG H +Ġcan on +ĠVer izon +ĠP le +Ġcou pled +vel t +Ġfundra ising +ĠGet ting +ĠD LC +Ġmathemat ical +ĠH S +ĠCard inals +te lling +Ġspons ors +Ġ Ï +ĠBull s +op tion +Ġprop ose +Ġmem orable +Ġembr aced +Ġdecl ining +He alth +ed a +Ġ} ; +Ġsp am +m ile +Ġpit cher +ĠE ight +Ġcar ing +ut ic +ro le +Ġair line +ernand ez +ĠAth let +Ġcert ification +ux e +rig er +Ġem pir +Ġsens ation +Ġdis m +Ġb olt +Ġev olve +H ouse +Ġconsult ation +ĠD uty +Ġtou ches +ĠN athan +Ġf aint +h ad +" ( +ĠCons umer +ĠExt reme +Ġ12 7 +ĠHer m +ĠSac rament +iz oph +Ġanx ious +ul ously +Ġsoc ially +ĠU TC +Ġsol ving +ĠLet ter +Hist ory +ed uc +Pr ice +) ); +Ġrel oad +am ic +Ġp ork +Ġdisc ourse +Ġt ournaments +ai ro +ĠK ur +ĠCost a +Ġviol ating +Ġinterf ere +Ġrecre ational +uff le +Ġspe eches +Ġneed ing +Ġremem bers +Ġcred ited +n ia +f ocused +amer a +Ġb ru +um bs +ĠCub an +Ġpreced ing +Ġnons ense +ac ial +Ġsmart phones +ĠSt ories +S ports +ĠEmer gency +oun cing +ef ined +Ġb er +Ġconsult ing +Ġm asters +he astern +." [ +ĠRun ning +Ġsus cept +ĠF eng +Americ a +pr ises +st itial +ĠWeek ly +ĠGreat er +mod ules +if ter +G raphics +ul er +Ġwho lly +Ġsupp ress +Ġconce aled +Ġhapp ily +Ġaccept s +ĠEn joy +Ġr ivers +ĠEx cept +2 25 +ĠN HS +ĠMc Connell +Ġp ussy +fer red +ut able +Ġatt ain +Ġ> = +Ġdepos its +roph ic +Ġnot orious +ĠSh aw +il itation +Ġepid emic +all ic +Ġsmall est +ov ich +Ġaccess ories +per ties +Ġsur plus +ĠMe ch +Ġamb ig +ĠImm igration +Ġch im +ev al +Ġpract icing +ĠMyster y +Ġdom ains +ĠSil icon +app s +Ġkilomet ers +e a +ĠSm ash +Ġwarrant y +Ġn ost +s il +re v +J on +ĠDub lin +Ġtast es +Ġb out +g reat +er ror +Ġsw itches +ĠB apt +D O +ok i +Ġsour ced +pro du +Ġattach ment +ĠIss ue +ĠQuest ion +Jo in +Ġf itted +Ġunlaw ful +^ ^ +ere k +Ġauthent ication +Ġst ole +Ġaccount ability +l abel +S earch +Ġal beit +atic an +fund ed +ĠAdd ing +ĠI Q +Ġsub mar +l it +a que +ĠLear ning +Ġint eger +M aster +ĠCh rom +Ġprem ier +O p +ĠLi u +Ġbl essed +ĠGl obe +ĠResp onse +Ġlegit im +ĠMer kel +Ġdispos al + ´ +Ġgau ge +pe at +Ġindu ced +Ġquestion able +arth y +ĠV it +ĠF eed +U ntil +U t +worth y +R Y +ĠH erald +ĠHam mer +Ġmed al +ĠR ivers +ĠH ack +Ġclar ify +Ġtrack ed +Ġautonom ous +Ġten ant +ĠQ atar +er ie +Ġgr im +ĠMon itor +Ġresist ant +ĠSpe c +ĠWell s +N AS +14 8 +Ġmin ers +iot ics +Ġmiss es +11 6 +g ian +g it +ĠE yes +p res +Ġgrad uated +Ġang el +Ġsyn chron +Ġefficient ly +Ġtrans mitted +H arry +Ġglob ally +EN CE +ĠMont ana +r aged +ĠPre vention +Ġp iss +ĠL l +Ġshe lf +ĠB JP +ĠTest ament +ĠL ate +ik er +ĠH app +ĠJul ian +h all +Ġsp ont +Ġshut down +Ġincons istent +Ġsubscrib ers +Ġske leton +ĠNe braska +Ġins pire +ĠV oid +F eed +Ġang les +ĠSpr ings +Ġbench mark +Ġvacc ines +izoph ren +se xual +uff ed +Ġsh ine +ĠK ath +Ġgest ure +ine a +Ġr ip +Ġopp ression +Ġcons cience +b t +ĠL um +Ġinc idence +ĠF a +w r +Ġmin eral +ĠSp urs +alk y +Ġth under +Ġop io +Be ing +ĠPal m +Ġwas ted +Ġl b +i aries +ĠIniti ative +Ġcur ric +Ġmark er +ĠMc L +Ġext ensions +ĠP v +ĠAr ms +Ġoffer ings +Ġdef enses +Ġvend or +Ġcontrad ict +ĠCol in +Ġredd it +Ġper ipher +12 2 +Ġs ins +E dit +IC T +So ft +ĠSh ah +Ġadministr ator +ĠT rip +Ġporn ography +Ġtu ition +in ence +ĠPro gress +Ġcat alog +Ġsu ite +Ġh ike +Ġreprodu ctive +eng ine +Ġd rought +ĠNo ah +Ġ2 30 +Ġd ude +Ġrelax ed +Ġpart ition +Ġparticip ant +Ġtel esc +Ġfe as +ĠF F +own er +Ġswe eping +Ġl enses +Ġmatch up +ĠRe pl +ourn als +Ġcred ible +Ġgrand mother +Ġther mal +Ġsubscrib ing +Ġident ities +col m +U CT +Ġreluct ant +us ers +ĠC ort +Ġassist ed +OS S +ATION S +IS H +Ġpharm aceutical +ic able +ad ian +ĠSon ic +ĠF ury +ĠM ong +A H +ĠPsych ology +Ġph osph +Ġtreat s +Ń Ķ +Ġstead ily +ĠHell o +Ġrel ates +Ġcl ue +Ex pl +a uth +Ġrev ision +Ġe ld +os ion +Ġbr on +14 4 +ri kes +Ġmin es +Ġblank et +ĠF ail +el ed +ĠIm agine +ĠPl anned +a ic +Re quest +M ad +ĠHor se +ĠEag le +Ġcap ac +15 7 +Ġl ing +ĠN ice +ĠP arenthood +min ster +og s +ens itive +Not hing +Ġcar n +F in +ĠP E +Ġr ifles +ĠL P +S and +Ġgui Active +Ġtour ist +C NN +Ġunve iled +Ġpredec essor +} { +u ber +Ġoff shore +Ġopt ical +ĠR ot +ĠPear l +et on +Ġst ared +Ġfart her +at ility +cont in +ĠG y +ĠF oster +ĠC oc +ri ents +Ġdesign ing +ĠEconom y +ON G +W omen +ĠN ancy +er ver +Ġmas cul +Ġcasual ties +Ġ2 25 +ĠS ullivan +ĠCh oice +Ġa ster +w s +Ġhot els +Ġconsider ations +Ġcou ch +ĠSt rip +ĠG n +Ġmanip ulate +l ied +Ġsynt hetic +Ġassault ed +Ġoff enses +ĠDra ke +Ġim pe +Oct ober +ĠHer itage +h l +ĠBl air +Un like +Ġg rief +Ġ4 50 +Ġopt ed +Ġresign ation +il o +Ġver se +ĠT omb +Ġu pt +Ġa ired +ĠH ook +ĠML B +Ġassum es +out ed +ĠV ers +Ġinfer ior +Ġbund le +ĠD NS +ograp her +Ġmult ip +ĠSoul s +Ġillust rated +Ġtact ic +Ġdress ing +Ġdu o +Con f +Ġrel ent +Ġc ant +Ġscar ce +Ġcand y +ĠC F +Ġaffili ated +Ġspr int +yl an +ĠGarc ia +Ġj unk +Pr int +ex ec +C rit +Ġport rait +ir ies +ĠOF F +Ġdisp utes +W R +L ove +ãģ Ħ +ĠRe yn +Ġh ipp +op ath +Ġflo ors +ĠFe el +Ġwor ries +Ġsett lements +ĠP os +Ġmos que +Ġfin als +Ġcr ushed +ĠPro bably +ĠB ot +ĠM ans +ĠPer iod +Ġsovere ignty +Ġsell er +Ġap ost +Ġam ateur +Ġd orm +Ġconsum ing +Ġarm our +ĠRo ose +Ġint ensive +Ġelim inating +ĠSun ni +ĠAle ppo +j in +Ġadv ise +p al +ĠH alo +Ġdes cent +Ġsimpl er +Ġbo oth +ST R +L ater +ĠC ave +== = +Ġm ol +Ġf ist +Ġshot gun +su pp +Ġrob bery +E ffect +Ġobsc ure +ĠProf essional +Ġemb assy +Ġmilit ant +Ġinc arcer +Ġgener ates +Ġlaun ches +Ġadministr ators +Ġsh aft +Ġcirc ular +Ġfresh man +ĠW es +ĠJo el +ĠD rew +ĠDun can +ĠApp arently +s ight +ĠIntern al +ĠInd ividual +ĠF E +Ġb ore +ĠM t +Ġbroad ly +ĠO ptions +ount ain +ip es +ĠV ideos +20 4 +Ġh ills +Ġsim ulation +Ġdisappoint ment +it an +ĠLabor atory +Ġup ward +Ġbound ary +Ġdark er +h art +Ġdomin ance +C ong +ĠOr acle +ĠL ords +Ġscholars hip +ĠVin cent +ed e +ĠR ah +Ġencour ages +ro v +Ġqu o +Ġprem ise +ĠCris is +ĠHol ocaust +Ġrhyth m +Ġmet ric +cl ub +Ġtransport ed +Ġn od +ĠP ist +Ġancest ors +ĠFred er +th umbnails +ĠC E +ON D +Ph il +ven ge +ĠProduct s +cast le +Ġqual ifying +ĠK aren +VERTIS EMENT +Ġmight y +Ġexplan ations +Ġfix ing +D i +Ġdecl aring +Ġanonym ity +Ġju ven +ĠN ord +ĠDo om +ĠAct ually +O k +ph is +ĠDes ert +Ġ11 6 +I K +ĠF M +Ġinc omes +V EL +ok ers +Ġpe cul +Ġlight weight +g ue +Ġacc ent +Ġincre ment +ĠCh an +Ġcompl aining +ĠB aghd +Ġmidfield er +Ġover haul +Pro cess +ĠH ollow +ĠTit ans +Sm all +man uel +ĠUn ity +ĠEv ents +S ty +Ġdispro portion +n esty +en es +ĠC od +Ġdemonstr ations +ĠCrim son +ĠO H +Ġen rolled +Ġc el +ĠBre tt +Ġa ide +Ġhe els +Ġbroad band +Ġmark ing +Ġw izard +ĠN J +ĠChief s +Ġingred ient +Ġd ug +ĠSh ut +urch ase +end or +Ġfar mer +ĠGold man +12 9 +15 5 +Or der +Ġl ion +i ably +Ġst ain +ar ray +ilit ary +ĠFA Q +Ġexpl oded +ĠMcC arthy +ĠT weet +ĠG reens +ek ing +l n +ens en +Ġmotor cycle +Ġpartic le +Ġch olesterol +B ron +Ġst air +Ġox id +Ġdes irable +ib les +Ġthe or +for cing +Ġpromot ional +ov o +b oot +ĠBon us +raw ling +Ġshort age +ĠP sy +Ġrecru ited +Ġinf ants +Ġtest osterone +Ġded uct +Ġdistinct ive +Ġfirm ware +bu ilt +14 5 +Ġexpl ored +Ġfact ions +Ġv ide +Ġtatt oo +Ġfinan cially +Ġfat igue +Ġproceed ing +const itutional +Ġmis er +Ġch airs +gg ing +ipp le +Ġd ent +Ġdis reg +ç Ķ +st ant +ll o +b ps +aken ing +Ġab normal +ĠE RA +å£ « +ĠH BO +ĠM AR +Ġcon cess +Ġserv ant +Ġas pir +l av +ĠPan el +am o +Ġprec ip +Ġrecord ings +Ġproceed ed +Ġcol ony +ĠT ang +ab lo +Ġstri pped +Le ft +to o +Ġpot atoes +Ġfin est +% ). +Ġc rap +ĠZ ach +ab ases +ĠG oth +Ġbillion aire +w olf +Ġsan ction +S K +Ġlog ged +P o +ey ed +un al +Ġcr icket +Ġarm ies +Ġunc overed +Cl oud +ó n +Ġreb ounds +Ġm es +O per +P ac +Ġnation ally +Ġinsert ed +p ict +Ġgovern ance +Ð ¸ +Ġprivile ges +G ET +Ġfavor ites +im ity +Ġlo ver +the m +em pl +Ġgorge ous +An n +Ġsl ipped +Ġve to +B ob +Ġsl im +u cc +ĠF ame +udden ly +Ġden ies +ĠM aur +Ġdist ances +Ġw anna +t ar +ĠS ER +Ġâ Ī +Ġle mon +at hetic +Ġlit eral +Ġdistingu ished +Ġansw ering +G I +Ġrelig ions +ĠPhil os +ĠL ay +Ġcomp os +ire ments +ĠK os +ine z +roll ing +Ġyoung est +and ise +ĠB orn +Ġalt ar +am ina +ĠB oot +v oc +Ġdig ging +Ġpress ures +Ġl en +26 4 +Ġassass ination +ĠBir mingham +ĠMy th +Ġsovere ign +ĠArt ist +ĠPhot ograph +Ġdep icted +Ġdisp ens +orth y +Ġamb ul +int eg +ĠC ele +ĠTib et +Ġhier archy +Ġc u +Ġpre season +ĠPet erson +Ġcol ours +Ġworry ing +Ġback ers +ĠPal mer +ĠÎ ¼ +Ġcontribut or +Ġhear ings +Ġur ine +Ġ Ù +ourge ois +Sim ilar +ĠZ immer +s omething +ĠUS C +Ġstrength s +ĠF I +Ġlog ging +As ked +ĠTh ai +in qu +ĠW alt +Ġcrew s +it ism +3 01 +Ġshar ply +um ed +Ġred irect +r ators +In f +ĠWe apons +Ġte asp +19 99 +L ive +ĠEs pecially +ĠS ter +ĠVeter ans +Ġint ro +other apy +Ġmal ware +Ġbre eding +Ġmole cular +ĠR oute +ĠCom ment +oc hem +Ġa in +Se ason +Ġlineback er +Ä « +ĠEconom ics +es ar +ĠL ives +ĠEm ma +Ġk in +ĠTer rit +Ġpl anted +ot on +ĠBut ter +ĠSp ons +P ER +Ġdun geon +Ġsymb olic +Ġfil med +Ġdi ets +Ġconclud es +Ġcertain ty +ĠForm at +Ġstr angers +form at +ĠPh ase +Ġcop ied +Ġmet res +ld a +ĠUs ers +Ġdeliber ate +Ġwas hed +ĠL ance +im ation +Ġimpro per +ĠGen esis +ick r +ĠK ush +Ġreal ise +Ġembarrass ing +alk ing +b ucks +Ġver ified +Ġout line +year s +ĠIn come +20 2 +Ġz ombies +F inal +ĠMill enn +Ġmod ifications +ĠV ision +ĠM oses +ver b +iter ranean +ĠJ et +Ġnav al +ĠA gg +Ġur l +Ġvict ories +Ġnon etheless +Ġinj ust +ĠF act +ç ļ +Ġins ufficient +re view +face book +Ġnegoti ating +Ġguarant ees +im en +uten berg +Ġg ambling +Ġcon gr +Load ing +Ġnever theless +Ġpres idents +ĠIndust rial +Ġ11 8 +Ġp oured +ĠT ory +Ġ17 5 +Ġ: = +Sc ott +ange red +T ok +Ġorgan izers +M at +ĠG rowth +Ġad ul +Ġens ures +Ġ11 7 +é¾į å +Ġmass acre +Ġgr ades +be fore +AD VERTISEMENT +ĠSl ow +ĠM MA +âĢĶ " +ĠV atican +Q aeda +Ġo we +66 66 +ĠS orry +ĠGr ass +Ġbackground s +Ġexha usted +Ġcl an +Ġcomprom ised +ĠE lf +ĠIsa ac +ens on +In vest +IF A +Ġinterrupt ed +ãĥī ãĥ© +Ġtw isted +ĠDrag ons +M ode +ĠK remlin +Ġfert il +he res +ph an +ĠN ode +f ed +ĠOr c +Ġunw illing +C ent +Ġprior it +Ġgrad uates +Ġsubject ive +Ġiss uing +ĠL t +Ġview er +Ġw oke +Th us +bro ok +Ġdep ressed +Ġbr acket +ĠG or +ĠFight ing +Ġstri ker +Rep ort +ĠPortug al +Ġne o +w ed +19 9 +Ġflee ing +sh adow +ident ified +US E +Ste am +Ġstret ched +Ġrevel ations +art ed +ĠD w +Ġalign ment +est on +ĠJ ared +S ep +Ġblog s +up date +g om +r isk +Ġcl ash +ĠH our +Ġrun time +Ġunw anted +Ġsc am +Ġr ack +Ġen light +on est +ĠF err +Ġconv ictions +Ġp iano +Ġcirc ulation +ĠW elcome +Ġback lash +ĠW ade +Ġrece ivers +ot ive +J eff +Ġnetwork ing +ĠPre p +ĠExpl orer +Ġlect ure +Ġupload ed +ĠMe at +B LE +ĠNaz is +ĠSy nd +st ud +ro ots +ri ans +Ġportray ed +Ġ ?? +ĠBudd ha +s un +Rober t +ĠCom plex +Ġover see +Ġste alth +T itle +ĠJ obs +ĠK um +Ġappreci ation +ĠM OD +Ġbas ics +Ġcl ips +Ġnurs ing +Ġpropos ition +Ġreal ised +ĠNY C +Ġall ocated +ri um +ar an +ĠPro duction +ĠV ote +Ġsm ugg +Ġhun ter +az er +ĠCh anges +Ġfl uct +y on +Ar ray +Ġk its +W ater +Ġuncom mon +Ġrest ing +ell s +w ould +Ġpurs ued +Ġassert ion +omet own +ĠMos ul +ĠPl atform +io let +Ġshare holders +Ġtra ils +P ay +ĠEn forcement +ty pes +ĠAn onymous +Ġsatisf ying +il ogy +Ġ( ' +w ave +c ity +Ste ve +Ġconfront ation +ĠE ld +C apt +ah an +ht m +ĠC trl +ON S +2 30 +if a +hold ing +Ġdelic ate +Ġj aw +ĠGo ing +or um +S al +Ġd ull +ĠB eth +Ġpr isons +Ġe go +ĠEl sa +avor ite +ĠG ang +ĠN uclear +Ġsp ider +ats u +Ġsam pling +Ġabsor bed +ĠPh arm +iet h +Ġbuck et +ĠRec omm +O F +ĠF actory +AN CE +Ġb acter +H as +ĠObs erv +12 1 +Ġprem iere +De velop +Ġcur rencies +C ast +Ġaccompany ing +ĠNash ville +Ġfat ty +ĠBre nd +Ġloc ks +Ġcent ered +ĠU T +augh s +or ie +ĠAff ordable +v ance +D L +em et +Ġthr one +ĠBlu etooth +Ġn aming +if ts +AD E +Ġcorrect ed +Ġprompt ly +ĠST R +Ġgen ome +Ġcop e +Ġval ley +Ġround ed +ĠK end +al ion +p ers +Ġtour ism +Ġst ark +v l +Ġblow ing +ĠSche dule +st d +Ġunh appy +Ġlit igation +ced es +Ġand roid +Ġinteg ral +ere rs +ud ed +t ax +Ġre iter +ĠMot ors +oci ated +Ġwond ers +ĠAp ost +uck ing +ĠRoose velt +f ram +Ġyield s +Ġconstit utes +aw k +Int erest +Ġinter im +Ġbreak through +ĠC her +Ġpro sec +ĠD j +ĠM T +Res p +ĠP T +Ġs perm +ed it +B T +Lin ux +count ry +le ague +Ġd ick +Ġo ct +Ġinsert ing +Ġsc ra +ĠBrew ing +Ġ19 66 +Ġrun ners +Ġpl un +id y +ĠD ian +Ġdys function +Ġex clusion +Ġdis gr +Ġincorpor ate +Ġrecon c +Ġnom inated +ĠAr cher +d raw +achel or +Ġwrit ings +Ġshall ow +Ġh ast +ĠB MW +ĠR S +Ġth igh +Ġ19 63 +Ġl amb +Ġfav ored +ag le +Ġcool er +ĠH ours +ĠG U +ĠOrig in +Ġglim pse +---------------- ---- +L im +Ġche ek +Ġj ealous +- ' +Ġhar ness +ĠPo ison +Ġdis abilities +ne apolis +Ġout look +Ġnot ify +ĠIndian apolis +Ġab rupt +ns ic +Ġenc rypted +Ġfor fe +reat h +Ġr abb +Ġfound ations +Ġcompl iment +ĠInter view +ĠS we +Ġad olesc +Ġmon itors +ĠSacrament o +Ġtime ly +Ġcontem pl +Ġposition ed +Ġpost ers +ph ies +iov ascular +v oid +ĠFif th +Ġinvestig ative +OU N +Ġinteg rate +ĠIN C +ish a +ibl ings +ĠRe quest +ĠRodrig uez +Ġsl ides +ĠD X +Ġfemin ism +Ġdat as +Ġb end +ir us +ĠNig eria +F ox +Ch ange +Ġair plane +ĠLad en +Ġpublic ity +ixt y +Ġcommit ments +Ġaggreg ate +Ġdisplay ing +ĠAr row +Ġ12 2 +Ġrespect s +and roid +s ix +ĠSh a +Ġrest oration +) \ +W S +oy s +Ġillust rate +with out +12 6 +ĠâĶ Ĥ +Ġpick up +n els +Ġ .... +f ood +ĠF en +) ? +Ġphenomen a +Ġcompan ions +ĠW rite +Ġsp ill +Ġbr idges +ĠUp dated +ĠF o +Ġinsect s +ASH INGTON +Ġsc are +il tr +ĠZh ang +Ġsever ity +Ġind ul +14 9 +ĠCo ffee +Ġnorm s +Ġp ulse +ĠF T +Ġhorr ific +ĠDest roy +ĠJ SON +Ġo live +Ġdiscuss es +R est +E lect +ĠW inn +ĠSurv iv +ĠH ait +S ure +op ed +Ġro oted +ĠS ke +ĠBron ze +Ġl ol +Def ault +Ġcommod ity +red ited +Ġliber tarian +Ġforb idden +Ġgr an +à ¨ +Ġl ag +en z +dri ve +Ġmathemat ics +Ġw ires +Ġcrit ically +Ġcarb ohyd +ĠChance llor +ĠEd die +Ġban ning +ĠF ri +Ġcompl ications +et ric +ĠBangl adesh +Ġband width +St op +ĠOrig inally +Ġhalf way +yn asty +sh ine +Ġt ales +rit ies +av ier +Ġspin ning +ĠWH O +Ġneighbour hood +b ach +Ġcommer ce +ĠS le +B U +Ġentreprene ur +Ġpecul iar +ĠCom ments +f re +3 20 +IC S +Ġimag ery +ĠCan on +ĠElect ronic +sh ort +( ( +D ig +Ġcomm em +u ced +Ġincl ined +ĠSum mon +Ġcl iff +ĠMed iterranean +Ġpo etry +Ġprosper ity +ĠRe ce +Ġp ills +m ember +Ġfin ale +un c +ĠG ig +ä ½ +Ġl od +Ġback ward +- + +ĠFor ward +Ġth ri +s ure +Ġso ap +ĠF X +R ES +ĠSe xual +oul os +Ġfool ish +Ġright eous +Ġco ff +terror ism +ust ain +ot er +Ġab uses +ne xt +Ġab usive +Ġthere after +Ġprohib ition +ĠS UP +Ġd ip +Ġr ipped +Ġinher ited +Ġb ats +st ru +G T +Ġflaw ed +ph abet +Ġf og +do ors +Ġim aging +Ġdig its +ĠHung ary +Ġar rog +Ġteach ings +Ġprotocol s +ĠB anks +à ¸ +p ound +ĠC urt +." ) +. / +Ġex emption +end ix +ĠM ull +Ġimpro ves +ĠG amer +d imensional +I con +ĠMarg aret +St atus +d ates +Ġint ends +Ġdep ict +Ġpark ed +J oe +ĠMar ines +chn ology +! ). +Ġjud ged +Ġwe ights +R ay +Ġapart ments +he ster +Ġrein force +Ġoff ender +occ up +Ġs ore +e pt +ĠPH P +ĠB row +Ġauthor ization +ĠR isk +ĠDel aware +ĠQ U +Ġnot ifications +Ġsun light +Ġex clude +d at +Ġm esh +ĠSud an +Ġbelong ed +Ġsub way +Ġno on +ĠInter ior +ol ics +ĠL akers +Ġc oding +Dis claimer +Cal if +O ld +Ġdis l +???? ? +Ġconfir ms +Ġrecruit ment +Ġhom icide +Cons ider +ĠJeff rey +ft y +} ; +Ġobject ion +do ing +ĠLe o +W ant +Ġgl ow +ĠClar ke +ĠNorm an +Ġver ification +Ġpack et +ĠForm ula +Ġpl ag +es ville +Ġshout ing +Ġo v +ĠR EC +ĠB ub +Ġn inth +Ġener g +Ġvalid ity +Ġup s +j ack +Ġneighbor ing +ĠN ec +ew orks +ĠH ab +are z +Ġsp ine +Ġevent ual +ĠLe aders +ĠC arn +Ġprob ation +Ġrom ance +ms g +ĠMechan ical +ER Y +R ock +Ġpart isan +N ode +ass ets +min ent +Ġforeign ers +Ġtest ify +ĠUs ually +l ords +ĠG ren +ĠPow ell +BI L +Ġs r +Ġadd ict +Ġshell s +Ġs igh +ĠY ale +tern ity +Ġ7 50 +E U +ĠR ifle +Ġpat ron +em a +ĠB annon +an ity +Ġtrop ical +ĠV II +c ross +Every thing +ĠIS O +Ġhum ble +ass ing +ĠF IG +Ġupd ating +ys on +Ġcal cium +Ġcompet ent +Ġste ering +Pro t +ĠS Y +ĠFin als +ĠR ug +15 9 +13 7 +ĠG olf +Ġ12 6 +Ġaccommod ation +ĠHug hes +Ġaest hetic +art isan +ĠTw ilight +Ġpr ince +ĠAgric ulture +ĠDis co +Ġpreced ent +Ġtyp ing +author ized +O ption +ĠA ub +l ishes +ach t +m ag +P eter +ĠU FO +mont on +ĠL ith +Ġa rom +Ġsec uring +Ġconf ined +priv ate +Ġsw ords +Ġmark ers +Ġmetab olic +se lect +ĠCur se +ĠO t +g ressive +Ġinc umb +ĠS aga +Ġpr iced +Ġclear ance +Cont ent +Ġdr illing +Ġnot ices +Ġb ourgeois +Ġv est +Ġcook ie +ĠGuard ians +ry s +in yl +Ġ12 4 +Ġpl ausible +on gh +ĠOd in +Ġconcept ion +ĠY uk +ĠBaghd ad +ĠFl ag +Aust ral +ĠI BM +Ġintern ationally +ĠWiki Leaks +I ED +Ġc yn +Ġcho oses +ĠP ill +Ġcomb ining +Ġrad i +ĠMoh ammed +def ense +atch ing +Sub ject +ic iency +Fr ame +Ġ{ " +Ġche ss +Ġtim er +19 0 +Ġt in +Ġord inance +emet ery +Ġacc using +Ġnotice able +Ġcent res +Ġl id +ĠM ills +img ur +Ġz oom +erg ic +Ġcomp ression +pr im +f ind +Ġsur g +Ġp and +ĠK ee +ĠCh ad +cell ence +oy le +Ġsocial ism +ĠT ravis +ĠM Hz +Ġgu ild +ALL Y +ĠSub scribe +ĠRel ated +Ġoccur rence +itch ing +Ġfict ional +Ġcr ush +ĠE A +c od +m ix +ĠTri ple +Ġretrie ve +Ġstimul us +Ġpsych iat +ĠDo or +Ġhomosexual ity +Ġelement ary +Ġcell ular +id ian +ĠL aun +Ġintrig uing +Ġfo am +ĠB ass +id i +its u +Ġass ure +Ġcongr at +Ġbusiness man +ĠBo ost +cl ose +Ġl ied +Ġsc iences +ĠO mega +ĠG raphics +Ġ< = +sp oken +Ġconnect ivity +S aturday +ĠAven gers +Ġto ggle +Ġank le +Ġnational ist +mod el +ĠP ool +ophob ia +V ar +ĠM ons +ator ies +Ġaggress ively +C lear +For ge +act ers +Ġhed ge +Ġpip es +Ġbl unt +Ġs q +Ġremote ly +W ed +as ers +Ġref riger +Ġt iles +Ġresc ued +Ġcompr ised +ins ky +Ġman if +avan augh +Ġprol ifer +Ġal igned +x ml +Ġtri v +Ġcoord ination +ĠP ER +ĠQu ote +13 4 +b f +ĠS aw +Ġtermin ation +Ġ19 0 +Ġadd itions +Ġtri o +Ġproject ions +Ġpositive ly +Ġin clusive +Ġmem br +19 90 +old er +Ġpract iced +ink le +Ar ch +Ġstar ters +ari us +Ġinter mediate +ĠBen ef +ĠK iller +Ġinter ventions +ĠK il +ĠF lying +In v +Ġprem ature +Ġpsych iatric +Ġind ie +Ġcoll ar +ĠRain bow +af i +Ġdis ruption +ĠFO X +cast ing +Ġmis dem +c ro +Ġw ipe +ard on +Ġb ast +ĠTom my +ĠRepresent ative +Ġbell y +ĠP O +ĠBre itbart +13 2 +Ġmess aging +Sh ould +Ref erences +ĠG RE +ist ical +L P +ĠC av +ĠC razy +Ġintu itive +ke eping +ĠM oss +Ġdiscont in +ĠMod ule +Ġun related +ĠPract ice +ĠTrans port +Ġstatist ically +orn s +Ġs ized +p u +Ġca f +ĠWorld s +ĠRod gers +ĠL un +ĠCom ic +l iving +Ġc ared +Ġclim bed +) { +Ġconsist ed +Ġmed ieval +fol k +Ġh acked +Ġd ire +ĠHerm ione +Ġt ended +ce ans +D aniel +w ent +Ġlegisl ators +Ġred es +g ames +Ġg n +am iliar +Ġ+ + +gg y +th reat +Ġmag net +Ġper ceive +Ġz ip +Ġindict ment +Ġcrit ique +g ard +ĠSaf e +ĠC ream +Ġad vent +ob a +Ġv owed +ous ands +Ġsk i +Ġabort ions +u art +Ġstun ned +Ġadv ancing +Ġlack ed +Ġ\ " +Ġsch izophren +Ġeleg ant +Ġconf erences +Ġcance led +ĠHud son +ĠHop efully +Ġtr ump +Ġfrequ encies +Ġmet eor +ĠJun ior +ĠFle et +ĠMal colm +ĠT ools +Ġ ........ +Ġh obby +ĠEurope ans +Ġ15 00 +ĠInt o +Ġs way +ĠApp ro +ĠCom pl +Comm unity +Ġt ide +ĠSum mit +ä » +Ġinter vals +ĠE ther +Ġhabit at +ĠSteven s +lish ing +ĠDom ain +Ġtrig gers +Ġch asing +Ġchar m +ĠFl ower +it ored +Ġbless ing +Ġtext ures +F ive +Ġliqu or +R P +F IN +Ġ19 62 +C AR +Un known +Ġres il +ĠL ily +Ġabund ance +Ġpredict able +r ar +Ġbull shit +le en +che t +M or +M uch +ä ¹ +Ġemphas ized +Ġcr ust +Ġprim itive +Ġenjoy able +ĠPict ures +Ġteam mate +pl er +ĠT ol +ĠK ane +Ġsummon ed +th y +ram a +ĠH onda +Ġreal izing +Ġquick er +Ġconcent rate +cle ar +Ġ2 10 +ĠErd ogan +ar is +Ġrespond s +ĠB I +Ġelig ibility +Ġpus hes +ĠId aho +Ġagg rav +Ġru ins +ur ations +Ġb ans +Ġan at +sh are +Ġgr ind +h in +um en +Ġut ilities +ĠYan kees +Ġdat abases +ĠD D +Ġdispl aced +Ġdepend encies +Ġstim ulation +h un +h ouses +ĠP retty +ĠRaven s +ĠTOD AY +Ġassoci ates +Ġthe rape +cl ed +Ġde er +Ġrep airs +rent ice +Ġrecept ors +Ġrem ed +ĠC e +Ġmar riages +Ġball ots +ĠSold ier +Ġhilar ious +op l +13 8 +Ġinherent ly +Ġignor ant +Ġb ounce +ĠE aster +REL ATED +ĠCur rency +E V +ãĥ ŀ +ĠLe ad +Ġdece ased +B rien +ĠMus k +J S +Ġmer ge +heart ed +c reat +m itt +m und +ĠâĢ ĭ +ĠB ag +Ġproject ion +Ġj ava +ĠStand ards +ĠLeon ard +Ġcoc onut +ĠPop ulation +Ġtra ject +Ġimp ly +Ġcur iosity +ĠD B +ĠF resh +ĠP or +Ġheav ier +ne ys +gom ery +Ġdes erved +Ġphr ases +ĠG C +Ġye ast +d esc +De ath +Ġreb oot +Ġmet adata +IC AL +Ġrep ay +ĠInd ependence +Ġsubur ban +ical s +Ġat op +Ġall ocation +gener ation +ĠG ram +Ġmoist ure +Ġp ine +ĠLiber als +Ġa ides +Ġund erest +ĠBer ry +Ġcere mon +3 70 +ast rous +ĠPir ates +Ġt ense +ĠIndust ries +ĠApp eals +ĠN ear +Ġè£ı ç +Ġlo vers +ĠC AP +ĠC raw +Ġg iants +Ġeffic acy +E lement +ĠBeh avior +ĠToy ota +Ġint est +P riv +A I +Ġmaneu ver +Ġperfect ion +Ġb ang +p aper +r ill +Ge orge +b order +in ters +ĠS eth +Ġcl ues +ĠLe vi +ĠRe venue +14 7 +Ġv apor +Ġfortun ate +Ġthreat ens +Ġve t +Ġdepend ency +ers ed +art icle +ĠBl izzard +Ġch lor +Ġmin us +ĠB ills +Ġcryptoc urrency +Ġmetabol ism +ter ing +Ġp estic +step s +ĠTre asure +ract ed +ĠConst ant +Ġtem p +13 9 +ĠDet ective +ur ally +Ġrecover ing +Ġcort ex +Ġ14 4 +cl osed +Ġprejud ice +aun ted +Ġstorm s +ĠN OW +Ġmach inery +Add ress +Ġcompe lled +27 0 +Ġdesp air +b ane +Ġveget able +Ġbed s +Lear n +Ġcolor ful +Ġsp ike +Ġmarg ins +Ġsymp athy +Ġworks hop +ĠC BC +S at +Ġburn s +ĠG ender +Ġ12 9 +ĠC able +Ġdeb ts +ĠThe resa +Ġreflect ing +Ġa irst +Ġr im +ram id +Ġweakness es +W rit +ogg le +t i +ĠCh arge +Ġwe ighed +Ġ( . +Ġl aughter +Ġrou ter +ĠDemocr acy +D ear +Ġhas ht +Ġd y +Ġhint s +run ning +Ġfin ishes +ar us +M ass +res ult +asc us +Ġv intage +Ġcon qu +Ġwild ly +ac ist +Ġl ingu +Ġprot agonist +st rom +te enth +ĠSol o +m ac +f illed +Ġre nown +it ives +Ġmot ive +ĠAnt ar +ĠM ann +ĠAd just +Ġrock ets +Ġtrou bling +e i +Ġorgan isms +ass is +Christ ian +Ġ14 5 +ĠH ass +Ġsw all +Ġw ax +ĠSurv ival +V S +ĠM urd +v d +stand ard +Ġdrag ons +Ġacceler ation +r ational +f inal +Ġp aired +ĠE thereum +Ġinterf aces +Ġres ent +Ġartif acts +Å « +are l +Ġcompet itor +ĠNich olas +ĠSur face +c pp +ĠT ot +Ġeconom ically +Ġorgan ised +Ġen forced +in ho +Ġvar ieties +Ġab dom +ĠBa iley +id av +ĠSal v +p aid +Ġalt itude +ess ert +ĠG utenberg +are a +op oulos +Ġprofess ors +igg s +ĠF ate +he y +Ġ3 000 +D ist +Ġtw ins +c ill +ĠM aps +Ġtra ps +Ġwe ed +ĠK iss +Ġy oga +Ġrecip ients +ĠWest minster +Ġpool s +ĠWal mart +18 8 +ĠSchool s +att ack +ĠAR M +par agraph +W arning +j l +Ġself ish +anche z +ĠHe ights +F re +ĠS oph +Ġ -------------------------------- +t ml +33 3 +Ġraid s +Ġsatell ites +KE Y +Ġlast s +Ñ Ĥ +In s +ĠD ame +Ġunp redict +// / +gh ai +Ġart illery +Ġcru ise +Ġg el +ĠCabin et +Ġbl ows +ĠE sp +Ġprox imity +ot he +ĠSk ills +ĠU pper +ob o +ĠN DP +Ġenjoy s +Ġrepe ating +ĠConst ruction +ĠQuest ions +H illary +Ġu int +Ġprocess ors +ĠGib son +ĠMult iple +q a +ĠB om +ĠM iles +vent ional +Ġhur ts +s kin +ĠA IDS +Ġadvis ers +ĠR oot +Ġmethod ology +ĠD ale +Ġdet on +ĠKnow ledge +sequ ently +Ġ12 1 +Ġconnect s +C y +ĠD anger +Ġcontribut ors +ĠB ent +Ġbr ass +ĠGun s +int o +ĠFort une +Ġbro ker +bal ance +Ġlength s +Ġv ic +Ġaver aging +Ġappropri ately +ĠCamer a +Ġsand wich +ĠCD C +Ġcoord inate +Ġnav ig +Ġgood ness +l aim +Ġbra ke +Ġextrem ist +ĠW ake +ĠM end +ĠT iny +ĠC OL +ĠR F +ĠD ual +ĠW ine +C ase +Ġref ined +Ġl amp +L ead +Ġb apt +ĠCar b +ĠS add +ĠMin neapolis +PD F +Ear ly +ĠH idden +I ts +ĠT IME +Ġp ap +Ġcommission ed +ĠF ew +ĠCol ts +ĠB ren +Ġbot hered +Ġlike wise +Ex per +ĠSch w +c ry +n n +ĠM itch +im on +M G +b m +UM P +r ays +Ġregist ry +Ġ2 70 +ach ine +re lla +ant ing +00 000 +Ġru ined +sp ot +Ġt a +Ġmaxim ize +Ġincon ven +D ead +H uman +En abled +ĠMar ie +Ġch ill +ĠParad ise +Ġstar ring +ĠLat ino +ĠProt ocol +ĠE VER +Ġsuppl iers +m essage +ĠBro ck +Ġser um +âĸĪâĸĪ âĸĪâĸĪ +Ġen comp +Ġamb ition +ues e +Ġar rows +And rew +Ġanten na +Ġ19 61 +ĠB ark +Ġb ool +ãĤ ª +ĠSt orage +Ġrail way +Ġtoug her +ĠC ad +Ġwas hing +P y +' ] +em bed +ĠMem phis +ack le +Ġfam ously +ĠF ortunately +ov ies +Ġmind set +Ġsne ak +ĠD h +RA W +ĠSim pson +Ġliv est +Ġland mark +Ġc ement +L ow +Ġthr illed +ĠCour se +in el +Ġch uck +id ate +gl obal +Ġwh it +Ġ � +ad ays +s ki +ĠS V +Ġvir uses +30 6 +ĠResp ons +Ġthe aters +ĠBr anch +ĠGene va +ĠM K +Ġunbel iev +Ġcommun ist +Orig inal +ĠRe ceived +ĠTrans fer +ĠAr g +In put +ĠStr ategy +Ġpal ace +the ning +D ri +Ġsent encing +umbn ail +Ġp ins +re cy +Ġs iblings +Get ting +ĠB U +ĠNorth west +Ġprolong ed +ĠSak ura +C omb +ĠB our +Ġinadequ ate +ĠK ash +Ġus ername +ĠImpro ve +Ġbatt ling +ĠM AC +Ġcurric ulum +Ġs oda +ĠC annon +Ġsens ible +sp ons +De cember +Ġw icked +ĠP engu +Ġdict ators +ĠHe arts +og yn +Ġsimilar ities +ĠSt ats +Ġh ollow +it ations +": [ +Ġh over +ĠList en +s ch +S und +Ġc ad +ĠPar ks +Ġl ur +Ġhy pe +ĠL em +N AME +is ure +Fr iday +Ġshoot s +Ġclos es +Ġd b +ĠR idge +ĠDiff erent +Ġrepl ies +ĠBroad way +op ers +Ġint oler +ĠZe us +akes pe +Ġpropri etary +Ġrequest ing +Ġcontro llers +ĠM IN +im edia +be cca +Ġexp ans +Ġoil s +B ot +ĠCh and +Ġpr inter +Ġto pped +ĠP OL +ĠEar lier +S ocial +av in +Ġdecre ases +ĠSe b +Ġspecific ations +ĠBl ast +ĠK urt +Ġfre el +B rown +Ġdil ig +ro e +ĠPro blem +ĠQu ad +Ġdecent ral +ĠV ector +an ut +Ġplug ins +ĠGreg ory +Ġfuck ed +el ines +ĠAmb assador +t ake +Ġcle ans +ong yang +An onymous +st ro +" } +al ine +ĠO dd +ĠE ug +2 16 +Ġbo il +ĠP owers +Ġnurs es +Ob viously +ĠTechn ical +Ġexceed ed +OR S +Ġextrem ists +Ġtr aces +ex pl +Ġcom r +ĠS ach +) / +Ġm asks +Ġsc i +B on +Ġreg ression +we gian +Ġadvis or +it ures +ĠV o +ex ample +ĠInst ruct +Ġs iege +Ġredu ctions +pt r +Ġstat utory +Ġrem oves +Ġp uck +red its +Ġbe e +Ġsal ad +Ġpromot ions +ĠJosh ua +with standing +ET H +ĠCh a +im us +Ġexpend iture +aun ting +Ġdelight ed +Ġ15 5 +be h +Ġcar pet +ĠSp art +Ġj ungle +l ists +Ġbull ying +ĠNob el +ĠGl en +Ġreferen ced +Ġintrodu ces +se in +Ġcho pped +gl ass +ĠW rest +Ġneutral ity +Ġâ Ļ +Ġinvestig ator +Ġshel ves +Ġun constitutional +Ġreprodu ction +Ġmer chant +m ia +Ġmet rics +Ġexplos ives +ĠSon ia +Ġbod ily +Ġthick ness +Ġpredomin antly +ĠAb ility +Ġmon itored +IC H +Ġ] . +ĠMart inez +Ġvis ibility +Ġqu eries +Ġgen ocide +ĠWar fare +Qu ery +Ġstud ios +Ġemb ry +Ġcorrid or +Ġclean ed +com plete +ĠM H +Ġenroll ment +ING S +Ġimpact ed +Ġdis astrous +ĠY un +ĠCl aire +ĠBas ically +y t +uster ity +Ġindirect ly +w ik +Ġd od +ĠCar r +Ġam p +Ġprohib it +ĠIn itial +ĠR d +ij i +Ġeduc ate +c orn +i ott +ĠBeaut y +Ġdetect ive +ĠCon n +s ince +Ġst agger +Ġob ese +Ġb ree +olog ic +is se +walk er +Ġbl ades +Ġlaw ful +fun c +ĠBeh ind +Ġappet ite +Ġ( * +Ġt ennis +Ġoff spring +Ġj ets +Ġstruct ured +Ġafore mentioned +N ov +Ġsc aling +f ill +Ġst ew +Ġcur b +ĠStep han +ed In +S F +ob ic +é ŃĶ +ou g +ĠM M +Ġgen etically +ope z +13 6 +Ġu mb +anc ers +Ġcoh ort +Ġmerch andise +Ġimp osing +ĠLegisl ature +ĠArch ive +iv ia +ĠN aval +Ġoff ences +Ġmir acle +Ġsn apped +Ġf oes +Ġextensive ly +ĠR af +Ġc ater +ed ience +K it +ĠB in +Ġrecomm ends +ĠC ities +Ġrig id +ĠRE AD +ĠNob le +ĠT ian +Ġcertific ates +ant is +o iler +ĠBudd hist +d id +Ġsurvey ed +Ġdown ward +Ġprint s +ĠMot ion +ron ics +ĠS ans +oss ibly +u ctions +Ġcolon ies +ĠDan ish +un it +Ġsp oil +Ġadvis ory +ber ries +Pl an +Ġspecific ation +op hers +ĠRes ource +Ġsh irts +prising ly +commun ications +Ġtriv ial +Ġmention ing +ise xual +Ġsupp lements +Ġsuper vision +B P +v or +Ġw it +Ġco oldown +Ġplaint iff +ĠReview s +ĠS ri +ĠM int +ĠSug ar +Ġafter ward +ĠPri est +ĠInvest ment +og ene +ĠT aking +Ġstretch ing +Ġinflamm ation +ĠTe hran +Ġl ining +Ġfree zing +ĠEnt ity +Ġins piring +spe cial +pr ice +Ġsu e +ĠP orter +oun ge +ET A +ĠD erek +ĠLu is +u o +ym ph +Ġex terior +ih il +ĠAsh ley +in ator +Ġnut rients +ĠTh rones +Ġfin ances +ĠIn spect +Ġspe cially +ĠRequ ired +ĠP TS +ĠViol ence +oint ed +sh ots +Ġex cerpt +co on +IN S +ĠG ri +Ġrecogn ised +We ek +You ng +Ġv om +is le +ĠCur ry +ĠBudd h +Ġnot ebook +Ġd urable +/ ? +ĠG ad +ĠP upp +Ġforg ive +p ark +Ġpersonal ities +an alysis +cl amation +Ġelev ator +Ġware house +ĠR ole +un n +Ġillust ration +ĠSc an +Ġatmosp heric +Im port +AN C +rict ed +f u +01 0 +Ġar che +Ġreward ed +akespe are +Ġintern ally +ĠR BI +alk er +Ġeleph ant +ow itz +ĠP izza +Ġbip artisan +é s +Ġslow ed +ĠSt ark +Ġover ride +OU S +Ġ3 20 +undred s +ĠDe ck +ĠC ensus +be e +14 6 +ot or +Ġ ip +Ġu b +oc ations +ĠBut ton +r ice +Ġc ripp +ff f +Ġorig inated +Ġoverwhel med +app a +Ġfore most +âĢ ij +ĠL EG +re lease +eat ured +at ches +Ġre ps +Ġl ending +ĠRe ference +ĠCl ient +16 5 +vent h +Com plete +ĠPat rol +Ġsw orn +c am +Ġshut tle +ĠR alph +Ġh ometown +- , +on al +ĠB P +å ı +Ġpersu ade +ĠAlex and +Ġcomb ines +Ġv ivid +ĠL ag +Ġenc oding +Ġsal vation +w en +ĠRec overy +i ya +Un iversity +ĠB iden +Ġbud gets +ĠTex ans +f its +Ġhon ored +Ġp ython +T D +## # +cl one +Ġbl ink +ĠL iquid +Ġunemploy ed +Ġcl ashes +ĠCoun sel +Ġdirect ing +Ġpun ct +ĠFal cons +Ġsh ark +ĠDam ascus +Ġje ans +Ġemb ark +Ġse ize +Ġup wards +2 80 +ĠE z +ĠAny thing +Ġex otic +l ower +ĠCreat or +ĠU m +Ġsubur bs +ber ger +ĠW end +Ġm int +ĠX X +ĠD ro +Ġsuff ers +Ġher b +t ree +Ġfrag ile +Ġflood ed +ĠAl cohol +ole an +ny der +ĠK O +F ram +Ġ13 6 +Ġow ed +ĠMe lee +ĠH ash +Ġwh isk +Ġsu do +r r +Qu ick +app ro +Ġi i +ĠEx amples +he e +Ġpromot es +per ature +k ar +ĠHon or +Ġs odium +ĠL if +ros so +intend ent +Ġcorrespond ent +F ound +sec ret +Ġident ifies +ag ne +Ġl ou +ĠP P +Ġcoinc idence +m ove +Ġmilit ia +Ġinf iltr +ĠPrim ary +Ġpitch ing +ĠI b +ĠGO OD +ãĤ ¸ +ĠW izards +ir al +ĠVen us +R R +ĠâĢ ķ +ĠCase y +Ġsad ly +Ġadm ire +Ġembarrass ed +c b +M el +Ġtub es +Ġbeaut ifully +ĠQueens land +Bel ow +re z +qu et +ple asant +Ġ « +C amp +Ġdec isive +19 98 +ĠL amb +ut ton +h n +ĠJ agu +au nder +ĠC ord +Ġcl erk +Ġca ffe +Ġwip ed +Ġre im +ĠMount ains +Ġimprison ed +Ġdevelop s +ĠP ra +Ġmodel ing +Any one +ance l +ĠS it +Ġshield s +Ġl awn +Ġcard iovascular +Ġdemonstr ating +Ġpar se +ĠIsrael is +Ġeuro s +14 3 +Ġgl orious +ins ki +ec d +Ġcondition ing +Ġhel pless +Ġmicro sc +ĠHar bor +Ġst akes +Ġ2 60 +Ġun equ +ĠFl oyd +Ġd amp +Ġappar atus +ĠLaw s +Ġcoun ters +Ġindu ce +at able +ĠAh med +Ġsl am +N ovember +Ġpers ist +Ġim minent +á n +Ġsh red +Ġph ases +ĠEd monton +ĠArm strong +ĠMe et +ĠK itty +Ñ Ģ +c irc +ĠAd ult +Ġa rose +ĠX en +D an +g ow +Ġsuper f +ĠAd mir +Ġend ure +Ġkey word +yr us +Ġy arn +Ġpath way +ĠHop kins +mid t +Ġcens orship +d ependent +Ġinstruct or +S ources +Ġto e +Ġball oon +N ob +Ġsw ear +ĠCast ro +Ġgl oss +ĠK avanaugh +Ġremark ably +Ph otos +ĠN om +ĠS outheast +y ers +Ġvalid ation +Ġcann on +ĠVict ory +ĠPier re +Ġcaut ious +Aud io +Ġf etch +ĠG ift +ĠH yp +Ġrem edy +Z E +Ġsc ent +Ġbe ard +ĠR ut +- " +Ġpat ents +H y +Ġun just +Ġpot ato +Ġforth coming +Ġche f +ĠR ift +aff e +ĠR OM +ĠL aunch +Ġp ads +ĠNe o +Ġon set +Ġsquee ze +s afe +Ġpref ix +ĠT M +ĠN early +ĠClin ical +ĠM ental +ot iation +ĠUn ic +ant ry +ĠC ir +Ġep it +à ¦ +Ġextract ed +verse ly +ri ad +Ġstr ains +Ġto ps +Ġpo em +ĠRand y +ĠMap le +TH ER +up iter +ĠSS D +ļ é +Ġun con +per ing +Ġsle pt +in ers +Ġunder water +ĠEv idence +g one +20 5 +Ġhistor ians +Ġsynt hesis +Ġf rog +b asketball +Ġvibr ant +Ġsub ord +Ġ3 65 +ĠD ial +Ġcooper ate +HA HA +Ġgreet ed +15 8 +Ġj azz +Ġinto x +ĠWalk ing +Ġsuper visor +ĠF usion +ĠMer cedes +s end +H am +s d +n l +Ġtour s +ĠF IFA +Ġcul p +g d +30 4 +Ġple as +Ġillust rates +ĠColomb ia +Ġhighlight ing +ĠSum mary +Ġexp osing +ĠD ru +Ġir ony +r itional +ĠCar roll +ĠEll is +P ict +ĠR apt +Ġad apter +Ġun m +Ġcor pse +Ġceleb rities +D en +at um +ĠAp ocalypse +ĠW ag +lin ing +Ġhorm ones +R ub +ĠX i +ĠV aults +20 8 +alky rie +inos aur +Ġfeed s +v ity +Ġdefe ating +W ait +Ġemphas ize +ĠSteel ers +yr inth +le ys +ĠWhe never +Current ly +ĠCl ock +Ġcollect ively +any on +ĠJ P +Ġment ality +Ġdownload s +Ġsurround ings +ĠBarn es +Ġflags hip +Ġindic ators +Ġgra pp +Jan uary +ĠElement al +ĠAthen a +ib al +Ġs ights +Ġcap ita +ĠTreat y +Ġvo iced +ĠG az +let te +Ġy a +Ġexp ired +Leg end +H ot +n ature +Ġunst able +Ġ2 80 +à º +Com ment +AL E +Ġquest s +Ġhand ler +n is +Ġvers atile +Ġconce al +enge ance +ĠInter active +Ġobs essed +ĠDog s +Ġcr acked +S ound +s v +ĠD ylan +ro ads +f x +ĠCath olics +ĠH ag +Ġsl ammed +Ġgl owing +s ale +Ġtiss ues +ĠCh i +ne e +Ġc her +s ic +ur rection +Ġb acon +ul atory +) ." +Ġir regular +FOR M +ass ed +Ġintention al +Ġcompens ate +ĠSpe aking +ĠS ets +15 3 +Ġconvent ions +b ands +em ade +Ġe cc +ĠWin ston +ĠAssass in +ĠBelg ian +Ġdepend ence +Ġnic he +Ġb ark +ĠJ azz +Ġdisadvant age +Ġgas oline +Ġ16 5 +çļ Ħ +ess a +mod ule +ang ular +O Y +ĠTreat ment +it as +ol ation +ĠArn old +Ġfe ud +ĠN est +Ġthe atre +ew ater +Ġmin ors +olic y +ĠH aven +div ision +Ġtr unk +F ar +ĠP ull +Ġcapt uring +Ġ18 00 +ĠTe en +Ġex empl +Ġclin ics +ĠB urg +Ġsubst it +Ġpay load +ĠL av +ĠT roy +ĠW itness +Ġfrag ments +Ġpass words +Ġg ospel +ĠG in +Ġten ants +ol ith +S ix +Pre vious +ĠAg es +ĠDar win +Ġbl at +Ġem pathy +sm ith +b ag +ĠE cho +ĠC amb +ĠM add +ĠB oo +Ġred e +ĠBurn ing +Ġsmooth ly +ĠAd rian +ĠV ampire +ĠMon sters +ste am +Sty le +M a +re a +ĠD war +aly st +urs or +Ġelim ination +Ġcrypt o +ch t +ĠE ternal +âĢ¦ ] +ĠS orce +I ll +N ER +Ġu h +Con clusion +w age +Ġresp ir +Ġrem inis +het ical +Ġg y +Ġutil ized +ic idal +Ġ19 00 +Ġhun ters +ĠSw an +ĠRe act +Ġvis itor +ĠThanks giving +30 8 +Post s +Ġh ips +19 97 +om ers +Ġkn ocking +ĠVeh icle +Ġt il +Ġ13 8 +Ġm i +ĠInvest igation +ĠKen ya +Ġcas ino +Ġmot ives +Ġreg ain +re x +Ġweek ends +Ġstab bed +bor o +Ġexplo ited +ĠHA VE +ĠTe levision +c ock +Ġprepar ations +Ġende av +ĠRem ote +ĠM aker +ĠPro du +ĠEv an +Ġinform ational +ĠLouis ville +15 4 +ĠDream s +Ġpl ots +ĠRun ner +Ġhur ting +Ġacad emy +ĠMont gomery +n m +ĠL anc +ĠAl z +2 10 +el ong +Ġretail er +Ġar ising +Ġrebell ion +Ġbl onde +play ed +Ġinstrument al +C ross +Ġret ention +Ġtherape utic +Ġse as +Ġinfant ry +ĠCl int +Ġprompt ing +Ġbit ch +Ġst ems +ĠK ra +Ġthe sis +ĠB og +ru ed +Ġk ings +Ġcl ay +ific ent +ĠY ES +ĠTh ing +ĠCub s +vey ard +els h +in arily +ĠE y +ĠRoll ing +Ġev olving +Ind ia +Ġrecogn izes +Ġgrad uation +is ers +Ġfert ility +ĠMil an +Comm and +Ġbox ing +Ġ19 43 +Ġgl uten +ĠEm ir +Ġid ol +Ġcon ceived +ĠCre ation +Mer it +udd y +uss ions +ĠLie utenant +iet al +Ġunch anged +ĠSc ale +ĠCrime a +ball s +ator ial +Ġdepth s +Ġempir ical +Ġtrans m +Ġuns afe +miss ible +com fort +15 6 +Ġmechan ic +00 2 +l ins +Ġsm oked +P os +Ġslow ing +Ġl av +Tex as +Ġche ating +ĠMet ropolitan +eth yl +Ġdiscover ing +as se +Ġpen cil +ĠPy ongyang +Ġclos et +ĠShe et +ĠEnt ry +ou stic +Ġmy st +er ate +ari at +Ġminer als +Ġmusic ian +ĠP ul +ĠM az +24 9 +Ġper missions +Ġ iv +en ary +ick ers +ĠB ing +he a +en able +Ġgri ev +Ġassert ed +ĠColon el +Ġaff idav +w o +Ġse ated +ĠR ide +Ġpaint ings +ĠP ix +Ġ13 7 +ish i +umb ai +g otten +ĠEar l +Ġin ning +Ġc ensus +Ġtrave lled +ĠCons ult +18 5 +b ind +Ġsimpl icity +Ġoverlook ed +ĠHelp ful +Ġmon key +Ġoverwhelming ly +Bl ood +ĠFl int +ĠJ ama +ĠPres ent +ĠR age +ĠT A +pt ive +Ġturn out +w ald +ĠD olphins +ĠV PN +Ġon ion +Ġcraft ing +m ma +ĠMerc ury +Ġarr ange +Ġalert s +ĠO T +zb ollah +Ġg ases +ĠRichards on +s al +l ar +Ġfro st +Ġlower ing +Ġacc laim +Ġstart ups +ĠG ain +ess ment +Ġguard ian +äº º +ĠP ie +ĠL inks +Ġmer its +Ġaw ake +Ġparent al +Ġexceed s +Ġid le +ĠPil ot +Ġe Bay +ĠAc cept +ipe g +C am +ĠK ot +Ġtrad ers +olit ics +unk er +ĠP ale +os i +an mar +Ġ19 47 +ĠF ell +est ial +it ating +G F +ĠS r +if ted +Ġconnect or +ĠB one +ill es +2 60 +h ma +Ġoverl ap +ĠGit Hub +Ġclean er +ĠBapt ist +ĠW AS +Ġlung s +Ñ ģ +ĠB UT +Ġc ite +Ġpit ched +reat ment +Ġtro phies +ĠN u +38 6 +ĠPr ide +Ġattend ees +[ ] +17 9 +Ġspat ial +Ġpri zes +ĠRel igion +Ġshow case +ĠC ategory +vid ia +T arget +Pro perty +? , +Ġf usion +p ie +ĠU CLA +Ġsound track +Ġprin cess +ĠC aval +sh ould +Ġlim bs +Back ground +Ġlone ly +Ġc ores +ĠT ail +she et +Ġ13 2 +R a +ãĤ « +ĠB olt +Ġbook ed +Ġadmin ister +Ġequ als +w y +Ġobserv ing +ĠBar on +ĠAd obe +Ġv irgin +ĠSocial ist +M ove +gh azi +ĠLind a +2 12 +Ġbre wing +Ġmerch ants +bur se +Ġdiv or +Ġmet als +ĠN er +Ġsum s +ĠEn emy +Ġen vision +Ġgrant ing +ĠH oney +ĠSk yrim +Ġsoc io +gr aded +Ġselect ive +W ASHINGTON +Ġ19 48 +ĠSir ius +ĠG ross +act ivity +ĠI van +Ġfur ious +BS D +ĠPre vious +Ġrespons ive +Ġchar itable +Ġle aning +ĠP ew +Ġviol ates +\\\\ \\\\ +ĠCom ing +w ire +Ġpo et +Ġres olutions +comm and +ĠPortug uese +Ġnick name +Ġde af +Feb ruary +Ġrecogn ise +Ġentire ty +Ġseason al +pl aced +ĠTe legraph +Ġmicro phone +our ing +Ġgr ains +Ġgovern ed +Ġpost p +ĠW aters +in ement +Ġund ocumented +ĠCom cast +Ġf ox +Ġassault s +re on +man y +ĠJen kins +ĠAny way +Ġassess ments +Ġdown s +ĠM ouse +Ġsuper b +k t +ĠD ow +Ġtax ation +4 01 +Ġsm iles +Ġundert aken +Ġex h +Ġenthusi astic +Ġtw ent +Ġgovernment al +Ġautonom y +ĠTechn ologies +ĠCh ain +Ġpreval ent +f b +Ġnic otine +og ram +j ob +Ġawa iting +ĠMen u +Ġdep uties +k ov +ish ops +But ton +ĠShan ghai +Ġdies el +ĠD uck +R yan +ĠPC s +N F +j ury +ent e +Ġinacc urate +edd y +Wh atever +Ġshow c +ĠN ad +od us +et r +Ġplaint iffs +ĠW OR +ĠAss ange +Ġpriv at +Ġpremium s +Ġt am +UR L +Ġel ites +ĠR anger +otten ham +ĠH off +ĠAt hens +Ġdefin ite +Ġs ighed +Ġeven ly +2 11 +ĠAm ber +ak ia +Ġmail ing +Ġcr ashing +ĠConfeder ate +ru gged +W al +ĠDep ths +Ġjuven ile +Ġreact or +Introdu ction +ĠDel uxe +19 95 +ĠS anchez +ĠM ead +iv able +: - +ĠPlan ning +ĠT rap +qu in +ĠProt ect +ve red +In formation +Ġkid ney +inn amon +l as +Ġpolic ing +Ġtoler ate +ĠQ i +Ġbi ased +F ort +ĠK i +s ave +Ġprivile ged +Ġbe asts +ĠGl as +ĠC inem +Ġcome back +Sund ay +Ġext inction +h ops +Ġtrans mit +Ġdoub les +ĠFl at +16 7 +Ġdis puted +Ġinjust ice +f oo +V ict +role um +ĠJul ie +Con text +ĠR arity +iss ue +Comp onent +Ġcounsel ing +an ne +d ark +Ġobject ions +u ilt +Ġg ast +Ġpl ac +Ġun used +ãĥ ĩ +ĠT rial +ĠJ as +hed ral +ob b +Ġtempor al +ĠPR O +ĠN W +ĠAnn iversary +L arge +Ġther m +Ġd avid +Ġsystem ic +ĠSh ir +m ut +ĠNe pt +add ress +Ġscan ning +Ġunderstand able +Ġcan vas +C at +ĠZ oo +Ġang els +L O +ĠStat ement +ĠS ig +ov able +ĠA way +sh aring +ocr ats +st ated +Ġweigh ing +N or +w ild +B ey +Ġaston ishing +ĠReyn olds +Ġop ener +Ġtrain er +Ġsurg ical +p n +Ġadjust ing +whe el +Ġf rown +erv ative +Ġsusp end +With in +te in +Ġobst acle +Ġliber ties +ym es +Ġur anium +ans om +an ol +ub a +ĠL oss +Ġa rous +ĠHend erson +W ow +s pl +c ur +ĠÂ Ń +Ġtheir s +Dam age +Ġdownload ing +Ġdisc ern +ĠSt o +ĠFl a +Ġh ath +ĠA j +Ġun pleasant +Europe an +exp ensive +Ġscreens hot +ĠU V +Ġall ied +ĠPers ian +Ġmonop oly +Ġat om +ĠReds kins +"> < +Ġcan cell +Ġcinem a +13 1 +f air +ĠAlf red +Ġd uck +arg s +22 3 +ĠIS I +Ġsign aling +in ar +Ġlaugh s +Ġfor wards +Ġreck less +Ġlisten ers +at ivity +Ġvast ly +n ant +L ess +ĠHun ting +ĠScient ific +IT ED +Ġkn ight +ĠH TC +us a +t mp +Ġr ude +ĠLegend ary +Ġar ises +B ad +ĠCl aim +pe g +Ġreal ities +Th ink +Ġ ° +Ġro de +Ġstri ve +Ġan ecd +Ġshort s +Ġhypot hes +Ġcoord inated +ĠGand hi +ĠF PS +R ED +Ġsuscept ible +Ġshr ink +ĠCh art +Hel p +Ġ ion +de ep +rib es +ĠK ai +ĠCustom er +Sum mary +Ġc ough +w ife +Ġl end +Ġposition ing +Ġlot tery +ĠC anyon +Ġf ade +Ġbron ze +ĠKenn y +Ġbo asts +ĠEnh anced +rec ord +Ġemer gence +Ġa kin +ĠB ert +it ous +âĸ ij +Ġst ip +Ġexch anged +om ore +als h +Ġreserv oir +Ġstand point +W M +Ġiniti ate +Ġdec ay +Ġbrew ery +Ġter ribly +Ġmort al +lev ard +Ġrev is +N I +el o +Ġconf ess +ĠMS NBC +Ġsub missions +Cont roller +Ġ20 2 +ĠR uth +} ); +ĠAz ure +Ġ ." +20 6 +ĠMarket ing +Ġl aund +ien cies +Ġrenown ed +ĠT rou +ĠN GO +ble ms +Ġterr ified +Ġwar ns +Ġper t +Ġuns ure +4 80 +ale z +ult z +ĠOut side +Ġst yl +ĠUnder ground +Ġp anc +Ġd ictionary +Ġf oe +rim inal +ĠNor wegian +Ġj ailed +Ġm aternal +é e +ĠLu cy +c op +Ch o +Ġuns igned +ĠZe lda +ĠIns ider +ĠContin ued +Ġ13 3 +ĠNar uto +ĠMajor ity +16 9 +ĠW o +ãĤ ĵ +Ġpast or +Ġinform al +Ð ½ +an throp +jo in +ãģ Ĺ +it ational +N P +ĠWrit ing +f n +ĠB ever +19 5 +Ġy elling +Ġdr astically +Ġe ject +Ġne ut +Ġth rive +ĠFre qu +ou x +Ġpossess es +ĠSen ators +ĠD ES +ĠSh akespeare +ĠFran co +ĠL B +uch i +Ġinc arn +Ġfound ers +F unction +Ġbright ness +ĠB T +Ġwh ale +ĠThe ater +m ass +ĠD oll +S omething +Ġecho ed +ĠHe x +c rit +af ia +Ġgodd ess +Ġele ven +ĠPre view +ĠAur ora +Ġ4 01 +uls ive +ĠLog an +in burgh +ĠCent ers +ĠON LY +ĠA id +Ġparad ox +Ġh urd +ĠL C +D ue +c ourt +Ġoff ended +Ġeval uating +ĠMatthew s +Ġto mb +Ġpay roll +Ġextra ction +ĠH ands +if i +Ġsuper natural +ĠCOM M +] = +dog s +Ġ5 12 +ĠMe eting +Rich ard +ĠMax imum +Ġide als +Th ings +m and +ĠReg ardless +Ġhum ili +b uffer +L ittle +ĠD ani +ĠN ak +Ġliber ation +ĠA be +ĠO L +Ġstuff ed +ac a +ind a +raph ic +Ġmos qu +Ġcampaign ing +Ġoccup y +S qu +r ina +ĠW el +ĠV S +Ġphys ic +Ġp uls +r int +oad ed +ET F +ĠArch ives +Ġven ues +h ner +ĠTur bo +Ġl ust +Ġappeal ed +que z +il ib +ĠTim othy +Ġo mn +d ro +Ġobs ession +ĠSav age +19 96 +Gl obal +J es +2 14 +Ġsl iding +Ġdisapp ro +ĠMag ical +Ġvolunt arily +g b +ane y +Ġprop het +ĠRe in +ĠJul ia +ĠW orth +aur us +Ġb ounds +ie u +)) ) +Ġcro re +ĠCitiz en +S ky +Ġcolumn ist +Ġseek ers +ond o +IS A +ĠL ength +Ġnost alg +Ġnew com +Ġdet rim +ent ric +3 75 +ĠG E +Ġaut op +Ġacadem ics +App Data +ĠS hen +Ġid iot +ĠTrans it +Ġteasp oon +W il +K O +ĠCom edy +> , +Ġpop ulated +W D +Ġp igs +ĠO culus +Ġsymp athetic +Ġmar athon +19 8 +Ġseiz ure +s ided +Ġd op +irt ual +L and +ĠFl oor +osa urs +... ] +Ġl os +Ġsubsid iary +E Y +ĠPart s +ĠSt ef +ĠJud iciary +Ġ13 4 +Ġmir rors +Ġk et +t imes +Ġneuro log +Ġc av +ĠGu est +Ġtum or +sc ill +ĠLl oyd +E st +Ġcle arer +Ġstere otypes +Ġd ur +not hing +Red dit +Ġnegoti ated +---------------- -------- +23 5 +Ġfl own +ĠSe oul +ĠRes ident +ĠS CH +Ġdisappear ance +ĠV ince +g rown +Ġgrab s +r il +ĠInf inite +ĠTw enty +Ġpedest rian +Ġjer sey +ĠF ur +ĠInf inity +ĠEll iott +Ġment or +Ġmor ally +Ġob ey +sec ure +iff e +Ġantib iotics +ang led +ĠFre eman +ĠIntrodu ction +J un +Ġm arsh +ic ans +ĠEV ENTS +och ond +W all +icult y +Ġmisdem eanor +Ġl y +Th omas +ĠRes olution +Ġanim ations +ĠD ry +Ġinter course +ĠNew castle +ĠH og +ĠEqu ipment +17 7 +Ġterrit orial +Ġarch ives +20 3 +Fil ter +ĠMun ich +Ġcommand ed +ĠW and +Ġpit ches +ĠCro at +Ġrat ios +ĠM its +Ġaccum ulated +ĠSpecific ally +Ġgentle man +acer b +Ġp enn +Ġa ka +ĠF uk +Ġinterven e +ĠRef uge +ĠAlz heimer +Ġsuccess ion +oh an +d oes +L ord +Ġsepar at +Ġcorrespond ence +Ġsh iny +P rior +Ġs ulf +Ġmiser able +Ġded ication +( ). +Ġspecial ists +Ġdefect s +ĠC ult +ĠX ia +Ġje opard +ĠO re +Ab ility +Ġle ar +Ġamb itions +ĠB MI +ĠArab s +Ġ19 42 +Ġpres ervation +ific ate +Ġash amed +l oss +ĠRest aur +Ġrese mble +Ġen rich +ĠK N +ĠCl an +fl oat +Ġplay able +IT T +Ġharm ony +arr ison +ĠWe instein +w ere +Ġpoison ing +ĠCom put +ĠWord Press +m ajor +ĠVal ve +F an +ĠTh row +ĠRom ans +ĠDep ression +ad os +Ġtort ured +Ġbal ancing +bott om +Ġacqu iring +ĠMon te +ard i +Ġa ura +Ġ# # +ĠStand ing +ĠAtl as +C F +Ġintr ins +ĠBen ghazi +Ġcamp ing +Ġt apped +bl ade +st rous +ĠR abb +ĠW ritten +t ip +ĠNe igh +ster dam +ĠAll ow +ĠHe aling +ĠR hod +n um +Ġcaffe ine +ĠPer cent +Ġbo o +Ġapp les +30 5 +Ġwel coming +Ġappl aud +Ġa usterity + ± +ĠRe ality +ef e +å ® +Ġsu cks +Ġtab s +ĠPay Pal +Ġback pack +Ġgif ted +abul ary +ĠSc out +ir teen +Ġch in +Ġo mitted +Ġnegative ly +Ġaccess ing +ĠE arn +Ġambul ance +Ġhead phones +Ġ20 5 +ĠRef resh +p resident +ĠKit chen +ĠEnt ered +ĠS nyder +00 5 +om ical +Ġborrow ed +ĠN em +Ġav iation +Ġst all +rim ination +Ġuniform s +it ime +ĠSim mons +ener gy +ab lished +y y +qual ified +Ġrall ies +ĠSt uart +fl ight +Ġgang s +r ag +Ġv ault +lu x +ĠCom par +Ġdesign ation +20 9 +ĠJ os +d ollar +z ero +Ġwell s +30 3 +Ġconstitu ents +Ġhe ck +Ġc ows +Ġcommand ers +Ġdifferent ial +ĠC atherine +29 9 +Ġval ve +Ġbr ace +Ġperspect ives +c ert +f act +icular ly +ĠMc N +pl anes +Ġint ric +Ġpe as +ov an +Ġtoss ed +ret ch +ĠL opez +Ġunf amiliar +de ath +ĠA part +ĠCh ang +Ġrelie ved +rop he +Ġair ports +Ġfre ak +ut il +M ill +ĠCh in +ĠOw en +m ale +ĠBro ken +ĠWind s +ro b +r ising +Ġfire fighters +Ġauthor itarian +Ġ14 8 +Bit coin +ex ternal +Ġbrow sers +iche ver +or ian +Ġun b +Ġpo ke +ĠZ ot +M id +ĠPop ular +Ġco vert +Ġcont ributes +Ġ6 50 +Ġcont ention +G ate +Ġcons oles +Ġchrom os +ĠI X +Ġvis ually +ĠE isen +Ġjewel ry +Ġdeleg ation +Ġacceler ate +ĠR iley +Ġsl ope +Ġind oor +it ially +Ġhuge ly +Ġtun nels +Ġfin ed +Ġdirect ive +Ġfore head +ustom ed +Ġsk ate +Mus ic +g as +Ġrecogn izing +am bo +Ġover weight +ĠGr ade +Ù Ĭ +Ġsound ing +Ġlock ing +ĠR EM +St ore +Ġexc av +ĠLike wise +ĠL ights +Ġel bow +ĠSupp ly +w ic +Ġhands ome +19 94 +C oll +Ġadequ ately +ĠAssoci ate +Ġstri ps +Ġcrack down +Ġmar vel +ĠK un +Ġpass ages +@@ @@ +ĠT all +Ġthought ful +names e +Ġprost itution +bus iness +Ġball istic +person al +c ig +iz ational +R ound +ĠÂłĠÂł ĠÂłĠÂł +ĠCole man +Ġadm itting +ĠPl ug +Ġbit coins +ĠSu z +Ġfair ness +Ġsupp lier +Ġcatast rophic +ĠHel en +o qu +M arc +ĠArt icles +g ie +Ġend angered +Ġdest iny +ĠVol t +ol ia +ax is +Ġche at +Ġun ified +IC O +qu ote +30 2 +ĠS ed +Ġsupp ression +Ġanaly zing +Ġsqu at +Ġfig uring +Ġcoordin ates +Ġch unks +Ġ19 46 +Ġsub p +Ġw iki +ĠFor bes +ĠJ upiter +ĠE rik +im er +ĠCom mercial +\ ) +Ġlegitim acy +Ġd ental +ĠMe an +Ġdefic its +5 50 +Orig inally +ĠHor ror +Ġcontam ination +ll ah +Ġconf isc +ĠCl are +T B +ĠF ailed +an ed +Ġrul er +ĠCont roller +Ġfemin ists +F ix +g ay +20 7 +Ġr abbit +Th ird +ownt own +Ġgl ue +Ġvol atile +Ġsh ining +Ġf oll +Ġimp aired +Ġsup ers +æ Ī +Ġcl utch +ļé ĨĴ +Ġpro let +Ġ( ! +Ġy elled +ĠK iev +ĠEr n +ĠSh ock +K B +Ġsit uated +qu ery +ĠN as +Ġan nex +char acter +ĠHol iday +Ġautom ation +ĠJ ill +ĠRem astered +Ġl inem +Ġwild erness +ĠHor izon +ĠGu inea +A Z +Ġmain land +Ġsec recy +LE ASE +Ġp unk +ĠProv ince +( ), +Spe ed +Ġhand ing +ĠSeb ast +S ir +r ase +Ġj ournals +Ġcon gest +ĠT ut +ir rel +Ġschizophren ia +Ġmis ogyn +health y +I ron +Ġreact ed +- $ +25 2 +Ġpl ural +Ġpl um +Ġbarg ain +Ġground ed +f inder +Ġdis se +ĠL az +O OD +Ġat roc +F actory +Ġmin ions +Ġo ri +ĠB rave +ĠP RE +ĠMy anmar +ĠH od +Ġexped ition +Ġexpl ode +ĠCo ord +Ġext r +ĠB rief +ĠAD HD +Ġhard core +feed ing +Ġd ile +ĠF ruit +Ġvacc ination +ĠM ao +osp here +Ġcont ests +- | +Ġf ren +isp here +R om +ĠSh arp +ĠTre nd +Ġdis connect +âĢ¢ âĢ¢ +Ġper secution +Ear th +Ġhealth ier +38 4 +Ġc ob +ĠTr inity +OW S +AN N +Ġspecial ty +Ġg ru +Ġcooper ative +wh y +Start ing +ĠIss ues +st re +ens or +Ġ18 5 +Ad v +! ? +ĠRe vel +em ia +ĠH ulk +Ġcelebr ations +ĠS ou +ra ud +ĠKle in +Ġun real +con text +Ġpartners hips +Ġadop ting +t ical +Ġspl ash +ĠHe zbollah +c ategory +cycl op +xt on +ĠD ot +urd y +t z +Ġenvelop e +ĠN L +â ķ +Ġwhere in +Spe c +18 4 +Ġte lev +al iation +Ġmyth s +å ° +Ġrig orous +Ġcommun icating +Ġobser ver +Ġre he +ĠW ash +Ġapolog ized +ĠT in +Ġexpend itures +work ers +d ocument +Ġhes itate +ĠLen in +Ġunpredict able +Ġrenew al +cl er +ok ia +ĠCON T +Ġpost season +Tok ens +Ġex acerb +Ġbet ting +Ġ14 7 +Ġelev ation +W ood +ĠSol omon +19 4 +00 4 +out put +Ġredu nd +ĠM umbai +Ġp H +Ġreprodu ce +ĠD uration +MA X +Ġb og +C BS +ĠBal ance +ĠS gt +ĠRec ent +Ġc d +Ġpo pped +Ġincomp et +pro p +ay an +g uy +Pac ific +Ġty r +Ġ{ { +ĠMy stic +ĠD ana +Ġmast urb +Ġge ometry +à ¢ +ĠCor rect +Ġtraject ory +Ġdistract ed +Ġf oo +ĠW elsh +L uc +m ith +Ġrug by +Ġrespir atory +Ġtri angle +Ġ2 15 +Ġunder graduate +ĠSuper ior +ch anging +_ - +Ġright ly +Ġrefere e +Ġluc rative +Ġun authorized +Ġresemb les +ĠGN U +ĠDer by +Ġpath ways +ĠL ed +Ġend urance +Ġst int +Ġcollect or +F ast +Ġd ots +Ġnational s +ĠSec urities +Ġwh ip +Par am +Ġlearn s +M agic +Ġdetail ing +m oon +Ġbroadcast ing +Ġb aked +26 5 +hol m +ĠS ah +ĠHus sein +ĠCourt esy +17 4 +Ġ14 6 +Ġge ographic +pe ace +Ġjud ging +ĠS tern +B ur +Ġstory line +G un +ĠSt ick +24 5 +30 7 +ãĤ´ ãĥ³ +ĠAdminist rator +Ġbur nt +Ġp ave +ch oes +Ex ec +Ġcamp uses +Res ult +Ġmut ations +ĠCh arter +Ġcapt ures +Ġcomp ares +Ġbad ge +S cient +Ġer ad +ier y +o i +ett es +ĠE state +Ġst rap +Ġproud ly +Ġf ried +Ġwithd rawn +ĠV oy +ph ony +It ems +ĠP ierce +b ard +Ġann otation +ant on +ill on +Im pro +... ) +Ġhapp ier +---- -- +ad just +Ġstaff ers +Ġactiv ism +Ġper f +Ġal right +N eed +Ġcomm ence +Ġopio id +ĠAm anda +E s +ĠP ars +ĠK aw +W orks +24 8 +Ġind o +t c +end ant +ĠM oto +Ġlegal ization +OT E +Ġtask ed +Ġt sp +ĠACT IONS +16 6 +Ġrefres hing +ĠN R +ĠPere z +Ġinfring ement +S Y +List en +in ning +k u +Ġrot ate +pro gram +ar ah +Des ign +Ġ( £ +Ġst oring +Ġwar rants +Ġjud gement +ĠB rist +us ually +ph oto +ĠR an +ĠP ine +Ġoutrage ous +ĠValent ine +lu ence +ĠEvery body +Al tern +Ġrele vance +Ġtermin ated +Ġd essert +Ġfulf illed +Ġprosecut ed +ĠW ords +Ġm igrant +Ġcultiv ation +ÃĥÃĤÃĥÃĤÃĥÃĤÃĥÃĤÃĥÃĤÃĥÃĤÃĥÃĤÃĥÃĤ ÃĥÃĤÃĥÃĤÃĥÃĤÃĥÃĤÃĥÃĤÃĥÃĤÃĥÃĤÃĥÃĤ +idel ity +ĠV ern +ĠLog in +Ġmetaph or +ĠT ip +Ġrecru its +ĠP ig +rib ing +Ġenthusi asts +ex per +Ġfright ening +ĠH air +ans on +str ate +Ġh i +He ight +Ġown ing +n one +Ġdis like +Ġkn ives +pher d +Ġloud ly +ĠAP Is +Dis play +ĠL ac +ĠUS S +ab l +ver ages +J ew +Ġ17 2 +ĠHist orical +at oon +ĠPhys ics +in tern +Ġwarm th +Ġto pp +D M +Ġgun man +Ġem peror +od i +ãĥ £ +in atory +ĠR ib +Ġ13 1 +ĠSat urn +ĠSh ining +Ġw aking +Qu otes +Ġcomed ian +en berg + ½ +Ġbelie vers +Ġpaper work +c ustom +Ġle v +Ġl ament +Ġpour ing +22 2 +p olitical +ĠSupp lement +m aid +Ġcruel ty +Ġt read +ys ics +A w +rit es +Ġmod ifier +ĠP osition +Ad am +l b +ub s +Ġimper fect +Ġcl usters +ĠEngine er +ĠC herry +Ġinaug uration +ĠS au +Ġembod iment +ĠUn cle +Ġover r +Ġexplos ions +c ule +ĠPrinc eton +ĠAndre a +Ġincorrect ly +Ġearn est +Ġpil gr +ĠS print +Ġslee ve +Ġhe ars +ĠAm azing +Ġbrow sing +ag in +Ġhom eland +Ġha w +Ġd iving +ist ered +17 8 +Ġbarg aining +ĠArc ade +Ġdeleg ate +ters on +................................ ................................ +ĠJackson ville +27 5 +Ġst agn +Ġad am +ĠSher man +C B +Ġsub urb +ĠFood s +Ġconver ting +ĠAr ist +Ġch ambers +l ove +Ġam ino +ĠG an +Ġmad ness +m c +ĠUS E +def ined +Ġul tr +ind ust +Ġw olves +l ance +Add itionally +Ġcr acks +as ia +ĠRe ason +ĠP ump +Ġaccident al +ĠL aser +ĠR id +Ġinitial ized +ell i +Ġun named +Ġn oun +ĠPass ed +Ġhost age +ĠEth iop +sh irts +Ġun rel +ĠEmb assy +Ġ19 41 +Ġat oms +Ġpur ported +16 4 +ĠF i +Ġgall ons +ĠMon ica +Ġp g +en ment +Ġsort ed +ĠG ospel +Ġhe ights +Ġtr aced +Ġunder going +She ll +Ġs acks +Ġproport ions +Ġhall uc +F ont +ac et +Ġwar mer +ĠIN TER +Ġgrab bing +Pl ug +Ġreal ization +ĠBur ke +Ġen chant +AT ER +ĠSe ed +Ġabund ant +F M +Ġc ivic +V s +is i +Ġv ow +Ġre per +ĠPartners hip +Ġpenet ration +Ġax e +Ġsh attered +ĠZ ombies +Ġv inyl +ĠAl ert +e on +Ġoblig ed +ĠIll ust +ĠPl aza +ĠFront ier +Ġdavid jl +ĠSer ial +ĠH av +ĠNut rition +B i +Ġâĸ Ī +ĠJ ays +lin ux +Ġhur ry +Ġv oy +Ġhop eless +ĠSte alth +Ġ ãģ +ess ors +tt le +b org +ĠSaf ari +f ell +Ġw ary +d ue +ĠAb ove +H a +E LL +Ġnot or +ĠW on +T oo +Ġoccup ations +Ġposs essions +Ġinv iting +Ġpred ators +Ġacceler ated +Ġ15 7 +uter te +ĠC ube +e ast +acc ount +G ive +Ġtrans plant +red ients +id able +Ġscreens hots +ĠG und +ĠF S +Ġtravel ers +Ġsens ory +ĠF iat +ĠRock ets +İ ĭ +_ { +F riend +Ġchar ming +AL S +Ġenjoy ment +m ph +Ġ5 000 +ĠRE G +Ù Ĩ +b ia +Ġcomp ilation +ro st +ĠV P +ĠSch ne +201 9 +Ġcop ying +M ORE +ĠFl ore +f alls +2 15 +t otal +Ġdis ciples +d ouble +Ġexceed ing +Ġsm ashed +Ġconcept ual +ĠRom ania +ĠB rent +ĠI CE +ĠT ou +Ġg rap +Ġn ails +18 9 +ãĥ ĺ +Ġproc ure +e ur +Ġconfir ming +ĠC ec +aw i +ĠEd en +Ġn g +Ġengine ered +at ics +Ġhook ed +Ġdisgust ing +ĠMur der +ãĤ ¿ +L ibrary +Ġ16 8 +Al most +hem atic +Men u +ĠNot re +ĠJ ur +Ġkidn apped +Ġhack er +ĠJ ade +Ġcreep y +Ġdraw ings +ĠSpons or +Ġcycl ists +ĠGob lin +Ġoptim ized +Ġst aged +ĠMc D +bet ween +A ge +en o +S ex +ĠW ide +n ings +av is +Ġincap able +ĠK ob +Ġreward ing +ĠL one +oles cent +Ġcontract ed +Ġstick y +J ose +B all +f est +ĠIn put +ĠRec ently +Ġto mat +squ are +App lication +Ġnit rogen +Ġdupl icate +ĠRec on +ĠD ear +L ondon +Ġint ra +Ġd ock +Ġout reach +ĠM illion +Ġmamm als +am pton +V AL +Ġsn aps +Ġd os +ĠWh ole +ĠRead y +T ry +ĠWinn ipeg +ear ance +Ġinc urred +ren ched +ĠNS W +il ot +rain e +Ġc ube +g ot +Ġrun way +etermin ed +ĠHaw ks +Ġsurviv or +ĠW ish +ĠD in +ĠDE F +ĠV ault +18 7 +Ġmush rooms +Ġcris p +be y +ĠDisco very +Ġdevelopment al +Ġparad igm +Ġcha otic +ĠT su +Ġ3 33 +b ons +Ġbacter ial +Ġcomm its +Ġcos mic +Ġme ga +oc ative +ĠP aint +ophob ic +Ġv ain +Ġcar ved +ĠTh ief +ĠG ul +ows hip +Ġc ites +ĠEd inburgh +Ġdimin ished +Ġacknowled ges +ĠK ills +Ġmic row +ĠHer a +Ġsen iors +Ġwhere by +H op +at ron +Ġun available +ĠN ate +Ġ4 80 +Ġsl ated +ĠRe becca +ĠB attery +Ġgram mar +Ġhead set +Ġcurs or +Ġex cluding +any e +aunder ing +eb in +Ġfeas ible +ĠPub lishing +ĠLab s +ĠCl iff +ĠFerr ari +Ġp ac +vis ible +mark ed +pe ll +Ġpol ite +Ġstagger ing +ĠGal actic +Ġsuper st +Ġpar an +ĠOffic ers +ãĢ ģ +Ġspecific s +ul us +23 9 +ĠP aste +AM P +ĠPan ama +ĠDe lete +angu ard +rest rial +Ġhero ic +ĠD y +ا ÙĦ +Ġincumb ent +Ġcr unch +t ro +Ġsc oop +Ġblog ger +Ġsell ers +ure n +Ġmedic ines +ĠC aps +ĠAnim ation +ox y +Ġout ward +Ġinqu iries +22 9 +Ġpsych ologist +ĠS ask +ev il +Ġcontam inated +ãĤ ¨ +he rence +Ġbrand ed +ĠAbd ul +z h +Ġparagraph s +Ġmin s +Ġcor related +er b +Ġimp art +Ġmil estone +ĠSol utions +ot le +Ġunder cover +Ġmar ched +ĠCharg ers +f ax +ĠSec rets +Ġr uth +we ather +Ġfemin ine +Ġsh am +Ġprest igious +igg ins +Ġs ung +hist ory +ett le +gg ie +Ġout dated +ol and +Ġper ceptions +ĠS ession +ĠDod gers +u j +ĠE ND +D oc +Ġdefic iency +Gr and +ĠJ oker +Ġretro spect +Ġdiagn ostic +Ġharm less +Ġro gue +ĠA val +E qu +Ġtrans c +ĠRoberts on +ĠDep ending +ĠBurn s +iv o +Ġhost ility +F eatures +ĵ ĺ +Ġdis comfort +ĠL CD +spec ified +ĠEx pect +3 40 +Ġimper ative +ĠReg ular +Ch inese +Ġstate wide +Ġsy mm +Ġlo ops +Ġaut umn +N ick +Ġsh aping +Ġqu ot +Ġc herry +ĠCross ref +è¦ ļéĨĴ +Stand ard +he ed +ĠD ell +ĠViet namese +Ġo st +ĠV alkyrie +O A +Ass ad +Ġreb ound +ĠTra ffic +pl aces +æ ĺ +ĠB uc +17 2 +Ġshel ters +Ġins isting +ĠCertain ly +ĠKenn eth +ĠT CP +Ġpen al +ĠRe play +he ard +Ġdial ect +iz a +ĠF Y +it cher +ĠD L +Ġspir al +Ġquarterback s +Ġh ull +Ġgo ogle +Ġto dd +ĠSter ling +ĠPl ate +Ġsp ying +mb ol +ĠReal m +ĠPro ced +ĠCr ash +Ġtermin ate +Ġprotest ing +C enter +gu ided +Ġun cover +Ġboy cott +Ġreal izes +s ound +Ġpret ending +ĠV as +19 80 +Ġfram ed +Ġ13 9 +Ġdesc ended +Ġrehab ilitation +Ġborrow ing +ĠB uch +Ġbl ur +R on +ĠFro zen +en za +Ch ief +ĠP oor +Ġtransl ates +M IN +Ġ2 12 +J ECT +Ġerupt ed +Ġsuccess es +S EC +Ġpl ague +Ġg ems +d oms +Ġstret ches +ĠSp y +Ġstory telling +C redit +ĠP ush +Ġtra ction +Ġin effective +ĠL una +Ġt apes +Ġanaly tics +erc ise +Ġprogram mes +ĠCar bon +Ġbeh old +he avy +ĠConserv ation +ĠF IR +Ġs ack +ter min +ric ks +Ġhous ed +Ġunus ually +I ce +Ġexecut ing +ĠMor oc +ed ay +Ġed itions +Ġsm arter +ĠB A +Ġout law +Ġvan ished +ib a +AL SE +ĠSil va +23 8 +C ould +Ġphilos opher +Ġevac uated +Sec ret +14 2 +Ġvis as +ãĤ ¬ +ĠM alt +ĠClear ly +ĠN iger +ĠC airo +ĠF ist +3 80 +ĠX ML +aut o +it ant +Ġrein forced +Rec ord +ĠSurviv or +G Hz +Ġscrew s +parent s +Ġo ceans +ma res +Ġbra kes +vas ive +Ġhell o +ĠS IM +rim p +Ġo re +ĠArm our +24 7 +Ġterr ific +Ġt ones +14 1 +ĠMin utes +Ep isode +Ġcur ves +Ġinflamm atory +Ġbat ting +ĠBeaut iful +L ay +Ġunp op +v able +Ġr iots +ĠTact ics +b augh +ĠC ock +Ġorg asm +ĠS as +Ġconstruct or +et z +G ov +Ġant agon +Ġthe at +Ġde eds +ha o +c uts +ĠMc Cl +Ġu m +ĠScient ists +Ġgrass roots +ys sey +"] => +Ġsurf aced +Ġsh ades +Ġneighb ours +Ġad vertis +oy a +Ġmer ged +Up on +Ġg ad +Ġanticip ate +Any way +Ġsl ogan +Ġdis respect +I ran +ĠT B +act ed +Ġsubp oen +medi ately +OO OO +Ġwa iver +Ġvulner abilities +ott esville +ĠHuff ington +J osh +ĠD H +M onday +ĠEll en +K now +x on +it ems +22 8 +Ġf ills +ĠN ike +Ġcum ulative +and als +I r +Ġ ì +Ġfr iction +ig ator +Ġsc ans +ĠVi enna +ld om +Ġperform ers +P rim +Ġb idding +M ur +Ġlean ed +ĠPri x +al ks +Ġ[ âĢ¦] +ĠTw itch +ĠDevelop er +ĠG ir +Ġcall back +Ab stract +Ġacc ustomed +Ġfreed oms +ĠP G +ur acy +Ġl ump +is man +,, ,, +19 92 +ĠR ED +Ġwor m +M atch +ĠPl atinum +I J +ĠOwn er +Tri via +com pl +Ġnew born +Ġfant as +O wn +Ġ19 59 +Ġsymp ath +Ġub iqu +Ġoutput s +Ġal lev +Ġpr ag +K evin +Ġfav ors +Ġbur ial +Ġn urt +so lete +c ache +Ġ15 6 +Ġunl ocks +te chn +M aking +Ġcon quer +ad ic +æ ĸ +Ġel f +Ġelect orate +ĠKurd s +ĠSt ack +ĠSam urai +Ġâ ĺħ +Ġ{ } +ĠS aid +ĠFall out +Ġkind ness +ĠCustom s +ĠBou levard +Ġhelicop ters +ot ics +ĠVe get +com ment +Ġcritic ised +Ġpol ished +ĠRem ix +ĠC ultural +Ġrec ons +Ġdo i +at em +Sc reen +Ġbar red +Com ments +ĠGener ally +Ġsl ap +7 20 +V ari +p ine +Ġem pt +Ġh ats +ĠPlay ing +l ab +a verage +form s +ĠC otton +Ġcan s +ĠD ON +ĠSom alia +C rypt +ĠIncre ases +E ver +mod ern +Ġsur geon +3 000 +Ġrandom ized +================================ ================================ +B ern +im pl +ĠC OR +Ġpro claim +th ouse +Ġto es +Ġam ple +Ġpres erving +Ġdis bel +gr and +B esides +Ġsil k +ĠPat tern +h m +Ġenter prises +Ġaffidav it +ĠAdvis ory +Ġadvert ised +ĠRel igious +se ctions +psy ch +ĠField s +aw ays +Ġhasht ag +ĠNight mare +Ġv ampire +Ġfore nsic +rosso ver +n ar +Ġn avy +Ġvac ant +ĠD uel +Ġhall way +Ġface book +ident ally +ĠN RA +Ġm att +Ġhur ricane +ĠKir by +ĠP uzzle +Ġsk irt +ou st +du llah +Ġanal ogy +in ion +Ġtomat oes +ĠN V +ĠPe ak +ĠMe yer +Ġappoint ments +Ġm asc +Ġal ley +re hend +Ġchar ities +Ġund o +Ġdest inations +ĠTest ing +"> " +c ats +* . +Ġgest ures +gener al +Le ague +Ġpack ets +ĠInspect or +ĠBer g +Ġfraud ulent +Ġcritic ize +F un +Ġbl aming +nd ra +Ġsl ash +ĠE ston +Ġpropos ing +Ġwh ales +Ġtherap ist +Ġsub set +Ġle isure +EL D +ĠC VE +ĠAct ivity +Ġcul min +sh op +ĠD AY +is cher +ĠAdmir al +ĠAtt acks +Ġ19 58 +Ġmem oir +Ġfold ed +Ġsex ist +Ġ15 3 +ĠL I +Ġread ings +Ġembarrass ment +ĠEmploy ment +w art +ch in +Ġcontin uation +l ia +Rec ently +Ġd uel +Ġevac uation +ĠKash mir +Ġdis position +ĠR ig +Ġbol ts +Ġins urers +4 67 +M ex +Ġret aliation +Ġmis ery +Ġunre asonable +r aining +I mm +ĠP U +em er +Ġgen ital +ãĤ ³ +ĠC andy +Ġon ions +ĠP att +lin er +Ġconced ed +Ġf a +Ġfor c +ĠH ernandez +ĠGe off +deb ian +ĠTe ams +Ġc ries +Ġhome owners +23 7 +A BC +Ġst itch +Ġstat istic +Ġhead ers +ĠBi ology +Ġmot ors +ĠG EN +ĠL ip +Ġh ates +Ġhe el +S elf +i pl +ED IT +ort ing +Ġann ot +ĠSpe ech +old emort +ĠJ avascript +ĠLe Bron +Ġfoot print +Ġf n +Ġseiz ures +n as +h ide +Ġ19 54 +ĠBe e +ĠDecl aration +ĠKat ie +Ġreserv ations +N R +f emale +Ġsatur ated +Ġb iblical +Ġtroll s +Dev ice +ph otos +Ġdr ums +ãĥīãĥ© ãĤ´ãĥ³ +N ight +f ighter +ĠH ak +ri ber +Ġc ush +Ġdiscipl inary +ba um +ĠG H +ĠSch midt +ilib rium +Ġs ixty +ĠKush ner +ro ts +Ġp und +ĠR ac +Ġspr ings +Ġcon ve +Bus iness +F all +Ġqual ifications +Ġvers es +Ġnarc iss +ĠK oh +ĠW ow +ĠCharl ottesville +ed o +Ġinterrog ation +ĠW ool +36 5 +B rian +Ġâľ ĵ +Ġalleg es +ond s +id ation +ĠJack ie +y u +Ġl akes +Ġworth while +Ġcryst als +ĠJud a +Ġcomp rehend +Ġfl ush +Ġabsor ption +ĠO C +Ġfright ened +ĠCh ocolate +Mart in +Ġbu ys +Ġbu cks +Ġapp ell +ĠChampions hips +Ġlist ener +ĠDef ensive +Ġc z +ud s +ĠM ate +Ġre play +Ġdecor ated +Ġs unk +ĠV IP +ĠAn k +Ġ19 5 +aa aa +Nob ody +ĠMil k +ĠG ur +ĠM k +ĠS ara +Ġse ating +ĠW id +Tr ack +Ġemploy s +Ġgig antic +AP P +ãĤ § +in ventory +Ġtow el +at che +l asting +ĠT L +Ġlat ency +Ġkn e +B er +me aning +Ġup held +Ġplay ground +Ġm ant +S ide +Ġstere o +Ġnorth west +Ġexception ally +Ġr ays +Ġrec urring +D rive +Ġup right +Ġab duct +ĠMar athon +Ġgood bye +Ġal phabet +h p +Ġcourt room +ring ton +ot hing +T ag +Ġdiplom ats +Ġbar bar +ĠAqu a +18 3 +33 33 +Ġmat urity +Ġinst ability +ĠAp ache +Ġ= == +Ġfast ing +ĠGr id +Mod Loader +Ġ15 2 +A bs +ĠOper ating +ett i +Ġacqu aint +Don nell +ĠK em +ĠFor ge +Ġarm ored +M il +Ġphilos ophers +in vest +Pl ayers +â Ī +Ġmy riad +Ġcomr ades +R ot +Ġremember ing +Ġcorrespond s +Ġprogram mers +ĠLyn n +Ġo lig +Ġco herent +yn chron +ĠChem ical +Ġj ugg +p air +post s +E ye +ĠIn ner +Ġsem ester +ott est +ĠEmir ates +ric anes +or ously +m its +ĠW is +Ġd odge +l ocation +Ġf aded +Am azon +ĠPro ceed +ĠIN FO +j ournal +ĠTru ck +T en +Ġ2 17 +Ġstat utes +m obile +ĠT ypes +Rec omm +b uster +pe x +Ġleg ends +Ġhead ache +f aced +ĠWi Fi +if ty +ĠH ER +Ġcirc uits +ER ROR +22 6 +ol in +Ġcyl inder +osp ace +ik ers +P rem +Qu ant +Ġconflic ting +Ġslight est +Ġfor ged +ion age +Step hen +ĠK ub +ĠOpp ortun +ĠHe al +Ġbl o +Ġrul ers +Ġh uh +Ġsubmar ine +f y +ass er +Ġallow ance +ĠKas ich +ĠT as +ĠAustral ians +Forge ModLoader +ĠâĨ ij +ĠMat rix +am ins +Ġ12 00 +ĠAc qu +23 6 +D ocument +ĠBre aking +19 3 +ĠSub st +ĠRoll er +ĠPro perties +ĠN I +t ier +Ġcr ushing +Ġadvoc ating +Further more +keep ers +Ġsex ism +x d +Ġcall er +ĠS ense +chie ve +ĠT F +Ġfuel ed +Ġreminis cent +Ġobs ess +ur st +Ġup hold +ĠF ans +het ics +Ġâ Ĺ +ĠB ath +Ġbe verage +Ġo scill +25 4 +Ġpol es +Ġgrad ual +Ġex ting +ĠS uff +ĠS uddenly +Ġlik ing +Ġ19 49 +un ciation +am ination +ĠO mar +ĠL V +ĠCon sequently +Ġsynt hes +ĠG IF +Ġp ains +Ġinteract ing +u ously +inc re +Ġrum or +ĠScient ology +19 7 +ĠZ ig +Ġspe lling +ĠA SS +Ġexting u +ms on +Ġg h +Ġremark ed +ĠStrateg ic +ĠM ON +å ¥ +g ae +ĠWH AT +E ric +ĠCamp us +Ġmeth ane +Ġimag in +J UST +ĠAl m +X T +i q +ĠR SS +Ġwrong doing +att a +Ġbig ot +Ġdemonstr ators +ĠCal vin +ĠV illa +Ġmembr ane +ĠAw esome +Ġbenef ic +26 8 +Ġmagn ificent +ĠL ots +G reg +ĠBor is +Ġdetain ees +ĠH erman +Ġwhis pered +Ġa we +Prof essor +fund ing +Ġphys iological +ĠDest ruction +Ġlim b +Ġmanip ulated +Ġbub bles +Ġpse ud +Ġhyd ra +ĠBrist ol +Ġst ellar +ĠExp ansion +ĠK ell +ĠInterest ingly +Ġm ans +Ġdrag ging +Ġec ological +ĠF it +Ġg ent +Ġbenef ited +ĠHait i +Ġpoly g +ãĥ İ +Ġ20 30 +Ġpro w +Ġrecon struction +Ġwas t +Ġpsych ic +ĠGree ks +Hand ler +16 2 +ĠP ulse +Ġsol icit +Ġsy s +Ġinflu x +ĠG entle +per cent +Ġprolifer ation +Ġtax able +Ġdisreg ard +Ġesc aping +Ġg inger +Ġwith stand +Ġdevast ated +ĠD ew +ser ies +Ġinject ed +ela ide +Ġturn over +he at +Ļ Ĥ +H appy +ĠSil ent +ãĤ Ń +iv ism +Ġir rational +AM A +Ġre ef +r ub +Ġ16 2 +Ġbank ers +ĠEth ics +v v +Ġcritic isms +K n +18 6 +M ovie +ĠT ories +Ġno od +Ġdist ortion +F alse +od ore +Ġt asty +Res earch +ĠU ID +- ) +Ġdivor ced +ĠM U +ĠHay es +ĠIs n +ian i +ĠH Q +Ġ" # +ign ant +Ġtra umatic +ĠL ing +H un +Ġsab ot +on line +r andom +Ġren amed +ra red +K A +d ead +é t +ĠAss istance +Ġse af +++++ ++++ +Ġse ldom +ĠWeb b +Ġbo olean +u let +Ġref rain +ĠDI Y +ru le +Ġshut ting +Ġutil izing +load ing +ĠPar am +co al +oot er +Ġattract ing +ĠD ol +Ġher s +ag netic +ĠRe ach +im o +Ġdisc arded +ĠP ip +01 5 +ü r +Ġm ug +Im agine +C OL +Ġcurs ed +ĠSh ows +ĠCurt is +ĠSach s +spe aking +ĠV ista +ĠFram ework +ong o +Ġsub reddit +Ġcr us +ĠO val +R ow +g rowing +Ġinstall ment +Ġgl ac +ĠAdv ance +EC K +ĠLGBT Q +LE Y +Ġac et +Ġsuccess ive +ĠNic ole +Ġ19 57 +Qu ote +Ġcircumst ance +ack ets +Ġ14 2 +ort ium +Ġguess ed +ĠFr ame +Ġperpet rators +ĠAv iation +ĠBen ch +Ġhand c +A p +Ġ19 56 +25 9 +r and +Net Message +d in +urt les +h ig +ĠV III +ff iti +ĠSw ords +b ial +Ġkidn apping +dev ice +Ġb arn +ĠEl i +auc as +S end +Con structed +Ġ ½ +Ġneed les +Ġad vertisements +Ġv ou +Ġexhib ited +ĠFort ress +As k +B erry +TY PE +Ġcan cers +ump ing +ĠTerrit ory +Ġpr ud +Ġn as +Ġathe ist +Ġbal ances +ãģ Ł +ĠSh awn +& & +Ġland sc +ĠR GB +Ġpet ty +Ġex cellence +Ġtransl ations +Ġpar cel +ĠChe v +E ast +ĠOut put +im i +Ġamb ient +ĠTh reat +Ġvill ains +Ġ5 50 +IC A +Ġtall er +Ġle aking +c up +Ġpol ish +Ġinfect ious +ĠK C +Ġ@ @ +back ground +Ġbureaucr acy +ĠS ai +un less +it ious +ĠSky pe +At l +ID ENT +00 8 +Ġhyp ocr +Ġpit chers +Ġguess ing +ĠF INAL +Bet ween +Ġvill agers +Ġ25 2 +f ashion +ĠTun is +Be h +ĠEx c +ĠM ID +28 8 +ĠHas kell +19 6 +ĠN OR +Ġspec s +Ġinv ari +Ġgl ut +ĠC ars +Ġimp ulse +Ġhon ors +g el +Ġjurisd ictions +ĠBund le +ul as +Calif ornia +ĠIncre ase +Ġp ear +Ġsing les +Ġc ues +Ġunder went +ĠW S +Ġexagger ated +Ġdub ious +Ġfl ashing +L OG +) ]. +J ournal +t g +V an +ĠI stanbul +ĠIn sp +ĠFrank en +D raw +Ġsad ness +Ġiron ic +ĠF ry +x c +Ġ16 4 +is ch +W ay +ĠProtest ant +h orn +Ġun aff +ĠV iv +ill as +ĠProduct ions +ĠH ogan +Ġper imeter +ĠS isters +Ġspont aneous +Ġdown side +Ġdescend ants +Ġor n +w orm +Japan ese +Ġ19 55 +Ġ15 1 +ĠDo ing +els en +umb les +Ġrad ically +ĠDr um +ĠB ach +Ġli abilities +ĠO B +ĠElement ary +Ġmem e +yn es +Ġfinger print +ĠGr ab +Ġundert ake +Mem bers +ĠRead er +ĠSim s +g od +Ġhypot hetical +s cient +ĠA J +Ġchar ism +Ġad missions +ĠMiss ile +tr ade +Ġexerc ising +ĠBack ground +W ritten +Ġvoc als +whe ther +Ġv i +ĠW inner +Ġl itter +ĠSh ooting +ST EM +ãĤ ¡ +ĠA FL +Ġvari ability +Ġe ats +ĠD PS +b row +Ġeleph ants +Ġstr at +Ġ Å +Ġsett lers +Matt hew +Ġin advert +H I +ĠIM F +ĠGo al +Ġnerv es +John son +ey e +ablish ment +Th ursday +BIL ITY +H ad +am oto +het amine +ep s +Ġmit ochond +Ġcomp ressed +ĠTre vor +ĠAnim als +T ool +L ock +Ġtwe ak +Ġpin ch +Ġcancell ation +P ot +Ġfoc al +ĠAst ron +17 3 +ĠA SC +ĠO THER +umn i +Ġdem ise +d l +Ù ħ +Sem itism +Ġcr acking +Ġcollabor ative +Ġexpl ores +s ql +Ġher bs +Ġconfig urations +m is +ĠRes ult +ace y +ĠSm oke +Ġsan ct +el ia +Ġdeg ener +Ġdeep est +Ġscream ed +Ġn ap +Soft ware +ĠST AR +E F +ĠX in +spons ored +mans hip +23 3 +Ġprim aries +Ġfilter ing +Ġas semble +m il +ĠMy ers +b ows +Ġpun ched +M ic +Ġinnov ations +Ġfun c +and o +Ġfr acking +ĠV ul +о Ð +osh op +ĠIm mun +Ġsett ling +Ġadolesc ents +Ġreb uilding +Ġtransform ing +Ġpar ole +Ġhar bor +Ġbook ing +ot ional +onge vity +ĠY o +b ug +Ġemer ges +ĠMethod s +ĠCh u +P res +ĠDun geons +Ġtra iling +ĠR um +ĠH ugh +å¤ © +ĠE ra +ĠBatt les +Res ults +ĠTr ading +Ġvers a +c ss +ax ies +he et +Ġgre ed +19 89 +Ġgard ens +Ġconting ent +P ark +ĠLeaf s +h ook +ro be +Ġdiplom acy +ĠF uel +ĠInv asion +Ġupgr ading +M ale +Ġe lic +Ġrelent less +ĠCo venant +ap esh +ĠT rop +T y +pro duction +art y +Ġpun ches +ak o +cyclop edia +ĠR abbit +ĠHD MI +Ġ14 1 +Ġf oil +Item Image +ĠF G +Ġimplement ations +ĠP om +ixt ures +Ġaw ait +Ġ3 30 +am us +Ġumb rella +Ġfore see +se par +Ġcircum cision +Ġperipher al +S ay +ĠExper t +In c +Ġwithd rew +ĠAnd ers +f ried +Ġradio active +ĠOp ening +Ġboard ing +ĠN D +Ġover throw +Act iv +W P +ĠAct s +× Ļ +Ġmot ions +v ic +ĠM ighty +ĠDef ender +a er +Ġthank ful +ĠK illing +ĠBr is +mo il +Ġpredict ing +26 6 +ch oice +Ġkill ers +Ġinc ub +ĠChe st +ather ing +Ġpro claimed +fl ower +oss om +umbled ore +ĠCy cling +ĠOccup y +AG ES +P en +ĠY ug +Ġpack aged +Ġheight ened +c ot +st ack +C ond +Ġst amps +m age +Ġpersu aded +Ġens l +ĠCard inal +Ġsol itary +Ġpossess ing +ĠC ork +Ġev id +ĠT ay +Ġbl ues +Ġextrem ism +Ġlun ar +Ġcl own +Te chn +Ġfest ivals +ĠPv P +ĠL ar +Ġconsequ ently +p resent +Ġsom eday +ç İĭ +ĠMet eor +Ġtour ing +c ulture +Ġbe aches +S hip +c ause +ĠFl ood +ãĥ ¯ +Ġpur ity +th ose +Ġem ission +b olt +Ġch ord +ĠScript ure +L u +Ġ$ { +cre ated +Other s +25 8 +Ġelement al +Ġannoy ed +ĠA E +d an +ĠS ag +Res earchers +Ġfair y +âĢĵ âĢĵ +======== ==== +Sm art +GG GG +Ġskelet ons +Ġpup ils +link ed +Ġur gency +en abled +ĠF uck +Ġcoun cill +r ab +U AL +T I +Ġlif es +Ġconf essed +B ug +Ġharm on +ĠCON FIG +ĠNe utral +D ouble +Ġst aple +ĠSH A +Brit ish +ĠSN P +AT OR +oc o +Ġswing ing +ge x +ole on +pl ain +ĠMiss ing +ĠTro phy +v ari +ran ch +Ġ3 01 +4 40 +00000000 00000000 +Ġrest oring +Ġha ul +uc ing +ner g +Ġfut ures +Ġstrateg ist +quest ion +Ġlater al +ĠB ard +Ġs or +ĠRhod es +ĠD owntown +????? - +ĠL it +ĠB ened +Ġco il +st reet +ĠPort al +FI LE +ĠG ru +* , +23 1 +ne um +Ġsuck ed +Ġr apper +Ġtend encies +ĠLaure n +cell aneous +26 7 +Ġbrow se +Ġover c +head er +o ise +Ġbe et +ĠG le +St ay +Ġm um +Ġtyp ed +Ġdiscount s +T alk +ĠO g +ex isting +ĠS ell +u ph +C I +ĠAust rian +ĠW arm +Ġdismiss al +Ġaver ages +c amera +Ġalleg iance +L AN +=" # +Ġcomment ators +ĠSet ting +ĠMid west +Ġpharm ac +ĠEX P +Ġstain less +Ch icago +Ġt an +24 4 +Ġcountry side +ĠV ac +29 5 +Ġpin ned +Ġcr ises +Ġstandard ized +T ask +ĠJ ail +ĠD ocker +col ored +f orth +" }, +Ġpat rons +Ġsp ice +Ġm ourn +ĠM ood +Ġlaund ry +Ġequ ip +ĠM ole +y ll +ĠTH C +n ation +ĠSher lock +Ġiss u +ĠK re +ĠAmeric as +ĠA AA +Ġsystem atically +Ġcont ra +ĠS ally +Ġrational e +Ġcar riage +Ġpe aks +Ġcontrad iction +ens ation +ĠFail ure +Ġpro ps +Ġnames pace +Ġc ove +field s +ãĤ ĭ +Ġw ool +ĠC atch +Ġpresum ed +ĠD iana +r agon +ig i +Ġh amm +Ġst unt +ĠG UI +ĠObserv atory +ĠSh ore +Ġsmell s +ann ah +Ġcock pit +ĠD uterte +8 50 +Ġopp ressed +bre aker +ĠCont ribut +ĠPer u +ĠMons anto +ĠAtt empt +Ġcommand ing +Ġfr idge +ĠR in +ĠChe ss +ual ity +Ġo l +Republic an +ĠGl ory +ĠW IN +.... ... +ag ent +read ing +Ġin h +J ones +Ġcl icks +al an +Ġ[ ]; +ĠMaj esty +ĠC ed +op us +ate l +à ª +AR C +ĠEc uador +ãĥ ł +ĠK uro +Ġritual s +Ġcapt ive +Ġoun ce +Ġdisag reement +Ġsl og +f uel +P et +M ail +Ġexerc ised +Ġsol ic +Ġrain fall +Ġdev otion +ĠAss essment +Ġrob otic +opt ions +ĠR P +ĠFam ilies +ĠFl ames +Ġassign ments +00 7 +aked own +Ġvoc abulary +Re illy +Ġc aval +g ars +Ġsupp ressed +ĠS ET +ĠJohn s +Ġwar p +bro ken +Ġstat ues +Ġadvoc ated +Ġ2 75 +Ġper il +om orph +ĠF emin +per fect +Ġh atch +L ib +5 12 +Ġlif elong +3 13 +Ġche eks +Ġnum bered +ĠM ug +B ody +ra vel +We ight +ĠJ ak +ĠHe ath +Ġkiss ing +ĠJ UST +Ġw aving +u pload +Ġins ider +ĠPro gressive +ĠFil ter +tt a +ĠBe am +Ġviol ently +ip ation +Ġskept icism +Ġ19 18 +ĠAnn ie +ĠS I +Ġgen etics +Ġon board +at l +ĠFried man +ĠB ri +cept ive +Ġpir ate +ĠRep orter +27 8 +Ġmyth ology +Ġe clipse +Ġsk ins +Ġgly ph +ing ham +F iles +C our +w omen +Ġreg imes +Ġphotograp hed +K at +ĠMA X +Offic ials +Ġunexpected ly +Ġimpress ions +F ront +;;;; ;;;; +Ġsuprem acy +Ġs ang +Ġaggrav ated +Ġabrupt ly +ĠS ector +Ġexc uses +Ġcost ing +ide press +St ack +ĠR NA +ob il +Ġghost s +ld on +at ibility +Top ics +Ġreim burse +ĠH M +ĠDe g +Ġth ief +y et +ogen esis +le aning +ĠK ol +ĠB asketball +Ġf i +ĠSee ing +Ġrecy cling +Ġ[ - +Cong ress +Ġlect ures +P sy +Ġne p +Ġm aid +Ġori ented +A X +Ġrespect ful +re ne +fl ush +ĠUn loaded +re quest +gr id +ĠAltern atively +ĠHug o +Ġdec ree +ĠBuddh ism +and um +And roid +ĠCong o +ĠJoy ce +Ġacknowled ging +hes ive +ĠTom orrow +ĠH iro +th ren +ĠM aced +Ġho ax +ĠIncre ased +ĠPr adesh +W ild +____ __ +16 1 +Ġa unt +Ġdistribut ing +ĠT ucker +ĠSS L +ĠW olves +B uilding +ou lt +ĠLu o +ĠY as +ĠSp ir +ĠSh ape +ĠCamb od +ĠIP v +Ġm l +Ġext rad +39 0 +ĠPenn y +d ream +Ġstation ed +opt ional +ew orthy +. +ĠWorks hop +ĠRet ail +ĠAv atar +6 25 +N a +ĠV C +ĠSec ure +M Y +19 88 +oss ip +Ġpro state +Ġund en +Ġg amer +ĠCont ents +ĠWar hammer +ĠSent inel +3 10 +Ġse gregation +ĠF lex +ĠM AY +Ġdr ills +ĠDrug s +Islam ic +Ġsp ur +Ġca fe +Ġimag inary +Ġgu iding +Ġsw ings +ĠThe me +ob y +Ġn ud +Ġbe gging +Ġstr ongh +Ġreject ing +Ġpedest rians +ĠPro spect +R are +s le +Ġconcess ions +ĠConst itutional +Ġbe ams +Ġfib ers +p oon +Ġinstinct s +pro perty +ĠB IG +Sand ers +im ates +Ġco ating +Ġcorps es +ĠTR UE +check ed +Ġ16 6 +A sh +ĠJ S +ĠF iction +Ġcommun al +Ġener getic +oooo oooo +Ġnow adays +IL D +ib o +ĠSU V +R en +Ġdwell ing +Sil ver +Ġt ally +ĠM oving +Ġcow ard +Ġgener als +Ġhorn s +Ġcirc ulated +Ġrob bed +ĠUn limited +Ġharass ed +Ġinhib it +Ġcomp oser +ĠSpot ify +Ġspread s +3 64 +Ġsu icidal +Ġno ises +ĠSt ur +Ġs aga +ĠK ag +is o +Ġtheoret ically +M oney +Ġsimilar ity +Ġslic ed +ut ils +ing es +" - +Ġan th +Ġimp ed +Mod ule +Through out +Ġmen us +comm ittee +and i +ob j +in av +f ired +ĠAb dullah +Ġund ead +Ġfont s +H old +EN G +Ġsustain ability +Ġfl ick +Ġr azor +ĠF est +ĠChar acters +Ġword ing +Ġpopul ist +Ġcritic izing +Ġm use +v ine +Ġcard board +Ġkind ly +Ġfr inge +ĠThe ft +icult ural +Ġgovern ors +Ġ ���� +Ġ16 3 +Ġtime out +ĠA uth +Child ren +A U +Ġred emption +ĠAl ger +Ġ19 14 +Ġw aved +Ġastron auts +og rams +Ġsw amp +ĠFinn ish +Ġcand le +Ġton nes +ut m +Ġr ay +Ġsp un +Ġfear ful +art icles +Ġca us +or ically +ĠRequ ires +ĠG ol +Ġpop e +Ġinaug ural +Ġg le +AD A +ĠIS IL +ĠOff ensive +Ġwatch dog +Ġbal con +ent ity +ĠH oo +Ġgall on +AC C +Ġdoub ling +Ġimpl ication +ĠS ight +Ġdoct r +---- --- +Ġ\ \ +Ġm alt +R oll +Ġâī ¥ +Ġrec ap +add ing +u ces +ĠB end +fig ure +Ġtur key +Ġsoc ietal +ĠT ickets +Ġcommer cially +Ġsp icy +Ġ2 16 +ĠR amp +Ġsuperior ity +à ¯ +ĠTr acker +C arl +ĠC oy +ĠPatri ot +Ġconsult ed +Ġlist ings +Ġsle w +reens hot +ĠG one +Ġ[ ...] +30 9 +Ġh ottest +Ø ± +Ġrock y +ĠD iaz +Ġmass age +Ġpar aly +Ġp ony +A z +Ġcart ridge +ĠN Z +Ġsn ack +ĠLam ar +ple ment +ĠLes lie +Ġm ater +Ġsn ipp +24 6 +Ġjoint ly +ĠBris bane +ĠiP od +Ġpump ing +Ġgo at +ĠSh aron +eal ing +Ġcor on +Ġan omal +rah im +ĠConnect ion +Ġsculpt ure +Ġsched uling +ĠD addy +at hing +Ġeyeb rows +Ġcur ved +Ġsent iments +Ġdraft ing +D rop +( [ +Ġnom inal +ĠLeaders hip +ĠG row +Ġ17 6 +Ġconstruct ive +iv ation +Ġcorrupt ed +ger ald +ĠC ros +ĠChe ster +ĠL ap +ãģ ª +OT H +D ATA +Ġal mond +pro bably +I mp +Ġfe ast +ĠWar craft +F lor +Ġcheck point +Ġtrans cription +Ġ20 4 +Ġtwe aks +Ġrel ieve +S cience +Ġperform er +Z one +Ġtur moil +ig ated +hib it +ĠC afe +the med +Ġflu or +ben ch +Ġde com +ĠU nt +ĠBar rett +ĠF acts +Ġt asting +ĠPTS D +ĠSe al +ĠJuda ism +ĠDynam ic +ĠC ors +V e +ĠM ing +ĠTrans form +v on +ĠDef enders +ĠTact ical +ĠV on +ĠUn ivers +Ġdist orted +ĠB reath +?' " +Ġag on +ĠDead ly +Ġl an +ĠCy cle +orn ed +Ġrel iably +Ġgl or +ĠMon key +ãĥ ¡ +Ġad ren +Ġmicrow ave +ĠAl ban +irc raft +dig it +sm art +ĠD read +¯¯¯¯¯¯¯¯ ¯¯¯¯¯¯¯¯ +{ { +ĠRoc hester +Ġsimpl ified +Ġinf licted +Ġtake over +Ġyour selves +ad itional +Ġmus cular +K S +Ġing en +T ax +ĠFe ature +27 7 +Ġcru c +Ġcr ate +Ġun identified +Ġacclaim ed +ĠM anga +ĠFr ances +ĠNep al +ĠG erald +ĠKu wait +Ġsl ain +ĠHe b +ĠG oku +ãģ® æ +28 6 +M rs +ĠC ody +ĠSan ctuary +01 6 +Ġdism ant +Ġdatas et +ĠH ond +b uck +ĠPat terson +Ġpal ette +ĠG D +ic ol +ĠL odge +Ġplanet ary +ak in +ĠRegist ered +ab we +ĠPeters burg +Ġha iled +ĠP iece +S che +ĠDO J +Ġen umer +18 1 +ĠObs erver +ĠB old +f ounded +com merce +Ġexplo its +ĠF inding +UR N +ĠS ne +ĠAc id +ay ette +ĠVal ues +Ġdr astic +Ġarchitect ural +Ġ" . +× ķ +ump ed +Ġwra pping +Ġwid ow +ĠSl ayer +l ace +on ce +German y +av oid +Ġtem ples +P AR +à ´ +ĠLuc ifer +ĠFl ickr +l ov +for ces +Ġsc outing +Ġlou der +tes y +Ġbefore hand +Ä ĵ +ĠNe on +ĠW ol +ĠTyp ically +ĠPolit ico +-+ -+ +Ġbuild er +Ġder ive +K ill +Ġp oker +Ġambig uous +Ġlif ts +Ġcy t +Ġrib s +ood le +ĠS ounds +h air +ĠSynd rome +t f +Ġproport ional +u id +Ġper taining +ĠKind le +ĠNeg ro +Ġreiter ated +ĠTon ight +oth s +ĠCorn ell +Ġo wing +Ġ20 8 +elf are +oc ating +ĠB irds +Sub scribe +Ġess ays +Ġburd ens +Ġillust rations +ar ious +ER AL +ĠCal cul +Ġx en +ĠLink edIn +ĠJ ung +Ġredes ign +Con nor +29 6 +Ġrevers al +ĠAd elaide +ĠL L +Ġs inking +Ġg um +US H +c apt +ĠGr imm +Ġfoot steps +ĠCB D +isp ers +Ġpro se +Wed nesday +ĠM ovies +ed in +Ġoverturn ed +Ġcontent ious +US B +~~~~~~~~ ~~~~~~~~ +ĠCo pper +Ġpoint less +N V +val ues +olph in +d ain +Ġdepos ited +ĠG W +Ġpreced ed +ĠCl a +ĠGo lem +ĠN im +ĠÎ ² +ĠEngine ers +m iddle +Ġfl att +oper ative +Ġcouncil s +imb abwe +el in +Ġstress ful +ĠL D +Ġres h +l ake +Ġwheel chair +ĠAltern ative +Ġoptim ize +oper ation +Ġpe ek +Ġones elf +ig il +Ġtrans itions +op athy +bl ank +Ġ16 9 +17 1 +________________________________ ________________________________ +Ġl aundering +En c +ĠD EC +Ġwork outs +Ġsp ikes +Ġdin osaurs +Ġdiscrim inatory +P ool +R ather +38 5 +R NA +tes ters +et o +ĠIdent ity +Ġve in +ĠBur ton +Ġarc ade +4 20 +Ult imately +ĠSad ly +à ° +p ill +Ġcub ic +ĠSpect rum +the se +st ates +Ġun official +h awks +ĠEVER Y +Ġrain bow +Ġincarcer ation +and ing +Ġsy ll +ĠEver ton +Ġ17 9 +ĠSer bia +Ġ18 9 +m eter +ĠMic key +Ġant iqu +Ġfact ual +ne ck +ĠN are +n orm +m ust +Ġhigh ways +Ġgl am +Ġdivid ing +ĠSquad ron +ĠMar tha +Ġbirth s +C over +//////// //////// +ĠW ong +Ph ot +ĠA LS +ri o +ĠNon etheless +ĠL emon +Ġ20 6 +ĠE E +Ġderiv ative +ĠWW II +v ote +Ġthere in +Ġsepar ating +44 6 +sy nc +ĠStre ets +Ġr att +Ġmunicip ality +ĠShort ly +Ġmon k +) ," +Ġscr ub +Ġoper atives +Ne ither +Pl ace +ĠLim it +F emale +ĠAct or +Char acter +Ġconstit uted +35 7 +Ġprotest ed +ĠSt raw +ĠHe ight +ild a +ĠTy ph +Ġflood s +Ġcos metic +W AY +pert ure +up on +t ons +ess ing +ĠP ocket +Ġro oft +ĠC aucas +Ġant idepress +Ġincomp atible +EC D +Ġoper a +ĠCont est +Ġgener ators +l ime +Def ense +19 87 +for um +Ġsav age +ĠHung arian +n z +Ġmet allic +Ġex pelled +Ġres idency +Ġdress es +66 6 +ĠC lement +f ires +C ategory +Ġge ek +al is +Ġc emetery +educ ated +Ġc rawl +ĠUn able +ĠT yson +ak is +Ġp ardon +ĠW ra +Ġstrengthen ed +ĠF ors +33 5 +ĠH C +ĠM ond +Ġvisual s +ĠBeat les +ett lement +Ġ ï +g ro +Ġb ash +Ġpo orest +Ġex cel +Ġaspir ations +ĠM unicip +ens ible +Ġceremon ies +Ġintimid ation +ĠCON TR +be ck +ĠK ap +as u +Ġtradem arks +ĠS ew +ĠComp etition +net work +ĠAr ri +ĠT et +Ro aming +W C +D at +Ġso b +Ġpair ing +Ġoverd ose +SA Y +ab er +Ġrev olt +ĠF ah +act ing +e q +est ation +F ight +ĠMar ks +27 3 +Ġ17 8 +R aw +ãģ ĭ +34 9 +bl ocks +Ġver ge +est ine +ĠPod esta +Ġinv asive +Ġprofound ly +ĠA o +e ach +Ġl est +inter pret +Ġshr inking +Ġerr one +Ġche es +ly s +ĠI vy +ĠDirect ory +Ġhint ed +V ICE +Ġcontact ing +ĠG ent +he i +Ġlabel ing +Ġmerc ury +ĠL ite +Ġexp ires +Ġdest abil +rit is +c u +Ġfeather s +Ġste er +Ġprogram med +ĠV ader +Go ing +ĠE lim +Ġy o +ĠMic he +Ġ20 3 +Ġslee ves +Ġb ully +ĠHum ans +36 8 +Ġcomp ress +ĠBan ner +AR S +Ġa while +Ġcal ib +Ġspons orship +ĠDiff iculty +ĠP apers +Ġident ifier +} . +Ġy og +ĠSh ia +Ġclean up +Ġvib e +int rodu +im ming +Austral ia +Ġout lines +ĠY outube +tr ain +ĠM akes +Ġde ported +Ġcent r +ĠD ug +ĠB oulder +ĠBuff y +Ġinj unction +ĠHar ley +ĠG roups +ĠD umbledore +ĠCl ara +Ġ" - +Ġsacrific ed +ep h +Sh adow +ib ling +Ġfreel ance +Ġevident ly +ph al +Ġret ains +M ir +Ġfin ite +d ar +ĠC ous +Ġrep aired +Ġperiod ic +Ġchampions hips +Ġaster oid +bl ind +Ġexpress ly +ĠAst ros +Ġsc aled +Ġge ographical +ĠRap ids +En joy +Ġel astic +ĠMoh amed +Mark et +be gin +Ġdisco vers +Ġtele communications +Ġscan ner +Ġen large +Ġsh arks +Ġpsy chedel +ĠRou ge +Ġsnap shot +is ine +X P +Ġpestic ides +ĠL SD +ĠDist ribution +re ally +Ġde gradation +Ġdisgu ise +Ġbi om +ĠEX T +Ġequ ations +Ġhaz ards +ĠComp ared +) * +Ġvirt ues +Ġeld ers +Ġenh ancing +ĠAc ross +er os +ang ling +Ġcomb ust +ucc i +Ġconc ussion +Ġcontrace ption +ĠK ang +Ġexpress es +Ġa ux +ĠP ione +Ġexhib its +Deb ug +OT AL +ĠAl ready +ĠWheel er +Ġexp ands +? : +Ġreconc iliation +Ġpir ates +Ġpur se +Ġdiscour age +Ġspect acle +R ank +Ġwra ps +ĠTh ought +Ġimp ending +O pp +ĠAng lo +ĠE UR +Ġscrew ed +ret ched +Ġencour agement +mod els +Ġconf use +mm m +ĠVit amin +âĸij âĸij +C ru +Ġkn ights +Ġdisc ard +Ġb ishops +ĠW ear +ĠGar rett +k an +ãĥ Ł +Ġmascul ine +cap ital +ĠA us +Ġfat ally +th anks +ĠA U +ĠG ut +12 00 +Ġ 00000000 +Ġsur rog +ĠBI OS +ra its +ĠWat ts +Ġresur rection +ĠElect oral +ĠT ips +4 000 +Ġnut rient +Ġdepict ing +Ġspr ink +Ġm uff +ĠL IM +ĠS ample +ps c +ib i +gener ated +Ġspec imens +Ġdiss atisf +Ġtail ored +Ġhold ings +ĠMonth ly +ĠE at +po ons +Ġne c +ĠC age +ĠLot us +ĠLan tern +Ġfront ier +Ġp ensions +Ġj oked +ĠHard y +=-=- =-=- +r ade +U ID +Ġr ails +Ġem it +Ġsl ate +Ġsm ug +Ġsp it +ĠCall s +ĠJac obs +f eat +ĠU E +Ġrest ruct +Ġregener ation +Ġenerg ies +ĠCon nor +OH N +ĠChe ese +Ġg er +Ġresur rect +man agement +N W +Ġpres ently +ĠBru ins +M ember +ĠM ang +id an +Ġboost ing +w yn ++ . +requ isite +ĠNY PD +ĠMe gan +ĠCond itions +Ġp ics +nes ium +ĠR ash +Ġ17 4 +ĠD ucks +Ġemb ro +z u +on ian +rel igious +Ġc raz +ĠAC A +ĠZ ucker +EM A +ĠPro s +We apon +ĠKn ox +ĠAr duino +Ġst ove +Ġheaven s +ĠP urchase +Ġher d +Ġfundra iser +Dig ital +5 000 +Ġprop onents +/ âĢĭ +Ġj elly +ĠVis a +Ġmon ks +Ġadvance ment +ĠW er +Ġ18 7 +e us +ert ility +Ġfet al +Ġ19 36 +L o +Ġout fits +Ġstair case +b omb +Ġcustom ized +cl air +T ree +Ġm apped +ĠConsider ing +ĠTor res +Ġmeth yl +Ġapprox imate +Ġdo om +ĠHans en +Ġc rossover +Ġstand alone +ä ¼ +Ġinv ites +Ġgra veyard +Ġh p +Donald Trump +Ġesc ort +G ar +Ġpredec essors +Ġh ay +Ġen zyme +ĠStra ight +vis ors +I ng +ane ously +ĠApp lied +Ġf ec +ĠDur ant +Ġout spoken +or b +Ġz eal +Ġdisgr ace +' ). +ĠChe ng +28 9 +ĠRen a +ĠSu icide +29 4 +Ġout raged +ĠNew man +ĠN vidia +ĠA ber +ĠB ers +Ġrecre ation +Wind ow +ĠD P +x e +Ġped oph +Ġfall out +ambo o +Ġpresent ations +ĠApp s +Ġh tml +3 45 +ĠX XX +Ġrub bing +ĠLe ather +Ġhum idity +se ys +est ablished +ĠUn its +64 6 +Ġrespect able +A uto +Ġthri ving +ĠInn ovation +ang s +Ext ra +reg ulation +29 8 +p ick +Ex amples +ĠC J +Att ack +Ġdr acon +L T +Ġstick er +re rs +Ġsun ny +I ss +reg ulated +d im +ĠAb stract +Ġhus bands +Off ice +om ination +it ars +AN GE +asc al +ĠK ris +ĠInf antry +Ġm alf +ĠA the +ĠR ally +bal anced +................ ........ +OU P +Ġmole cule +met ics +ĠSpl it +ĠInstruct ions +ĠN ights +c ards +Ġt ug +Ġcon e +å Ń +Ġt x +ĠDisc ussion +Ġcatast rophe +pp e +g io +Ġcommun ism +Ġhal ted +ĠGu ant +cle an +ĠSc hed +ĠK anye +Ġw ander +ĠSer iously +Ġ18 8 +enn ial +f ollow +product ive +ĠFl ow +ĠS ail +Ġc raw +Ġsim ulations +or u +ang les +ĠN olan +Ġmen stru +4 70 +Ġ20 7 +aj a +Ġcas ually +board ing +Ġ2 22 +ov y +ĠN umbers +um at +O E +28 7 +ĠCle mson +Ġcert s +Ġsl id +ĠT ribe +Ġto ast +Ġfort unes +Ġf als +ĠComm ittees +Ġg p +Ġf iery +ĠN ets +ĠAn ime +Pack age +ĠComp are +l aughter +in fect +Ġatroc ities +Ġjust ices +Ġins ults +ĠVern on +Ġsh aken +Ġperson a +est amp +36 7 +br ain +Ġexperiment ing +K en +ĠElect ronics +Ġ16 1 +dom ain +Ġgraph ical +b ishop +Ġwho pping +ĠEv angel +Ġadvertis ers +ĠSpe ar +Ġb ids +Ġdestro ys +ut z +Ġunders c +ĠAD D +Ġan ts +ĠC um +ipp les +ĠF ill +Ġgl anced +Ġind icted +ĠE ff +Ġmis con +ĠDes ktop +Ġab ide +ãĥ Ģ +ĠI o +ĠC oul +Ġcaps ule +ĠCh rys +M ON +Ġund es +ĠI RA +Ġc itation +Ġdict ate +ĠNet works +ĠConf lict +ĠSt uff +x a +is ec +ĠChem istry +Ġquarter ly +William s +an an +O pt +ĠAlexand ria +out heastern +ĠSpring field +ĠBlack s +Ġge ography +24 2 +Ġut most +ĠEx xon +ab outs +E VA +ĠEn able +ĠBar r +Ġdisag reed +ĠCy prus +Ġdement ia +Ġlab s +Ġubiqu itous +ĠLO VE +Ġconsolid ated +s r +Ġcream y +ĠTim ber +Reg ardless +ĠCert ificate +Ġ" ... +ogen ous +Capt ain +Ġinsult ing +ĠSor os +ĠInst r +ĠBulgar ia +bet ter +Ġsuck ing +ĠDavid son +at z +Ġcoll ateral +g if +Ġplag ued +ĠC ancel +ĠGard ner +R B +Ġsix teen +Rem ove +ur istic +c ook +R od +Ġcompr ising +f le +) âĢĶ +ĠVik ing +g rowth +agon al +Ġsr f +af ety +m ot +N early +st own +ĠF actor +Ġautom obile +Ġproced ural +m ask +amp ires +Ġdisapp ears +j ab +3 15 +Ġ19 51 +ne eded +Ġd aring +le ader +Ġp odium +Ġun healthy +Ġm und +Ġpy ramid +oc re +Ġkiss ed +Ġdream ed +ĠFant astic +ĠG ly +å Ĭ +Ġgreat ness +Ġsp ices +Ġmet ropolitan +Ġcomp uls +i ets +101 6 +ĠSh am +ĠP yr +fl ies +ĠMid night +Ġswall owed +Ġgen res +ĠL ucky +ĠRew ards +Ġdisp atch +ĠI PA +ĠApp ly +Ġa ven +al ities +3 12 +th ings +Ġ( ). +Ġm ates +ĠS z +ĠC OP +ol ate +O FF +Ġre charge +c aps +ĠYork er +ic one +Ġgal axies +ile aks +D ave +ĠP uzz +ĠCelt ic +ĠA FC +27 6 +ĠS ons +Ġaffirm ative +H or +Ġtutorial s +ĠC ITY +ĠR osa +ĠExt ension +Ser ies +Ġf ats +Ġr ab +l is +Ġun ic +Ġe ve +ĠSp in +Ġadul thood +ty p +Ġsect arian +Ġcheck out +ĠCy cl +S ingle +Ġmart yr +Ġch illing +88 8 +ou fl +Ġ] ; +Ġcongest ion +m k +ĠWhere as +Ġ19 38 +ur rencies +er ion +Ġbo ast +ĠPat ients +Ġch ap +ĠB D +real DonaldTrump +Ġexam ines +h ov +Ġstart ling +ĠBab ylon +w id +om ew +br ance +ĠOd yssey +w ig +Ġtor ch +ĠV ox +ĠMo z +ĠT roll +ĠAn s +Similar ly +ĠF ul +00 6 +Un less +ĠAl one +st ead +ĠPub lisher +r ights +t u +ĠDoes n +Ġprofession ally +Ġcl o +ic z +Ġste als +Ġ á +19 86 +Ġst urdy +ĠJoh ann +Ġmed als +Ġfil ings +ĠFr aser +d one +Ġmult inational +Ġf eder +Ġworth less +Ġp est +Yes terday +ank ind +Ġg ays +Ġb orne +ĠP OS +Pict ure +Ġpercent ages +25 1 +r ame +Ġpot ions +AM D +ĠLeban ese +Ġr ang +ĠL SU +ong s +Ġpen insula +ĠCl ause +AL K +oh a +ĠMac Book +Ġunanim ous +Ġl enders +Ġhang s +Ġfranch ises +ore rs +ĠUp dates +Ġisol ate +and ro +S oon +Ġdisrupt ive +ĠSur ve +Ġst itches +ĠSc orp +ĠDomin ion +Ġsupp lying +Ar g +Ġtur ret +ĠL uk +Ġbr ackets +* ) +ĠRevolution ary +ĠHon est +Ġnot icing +ĠSh annon +Ġafford ed +Ġth a +ĠJan et +! -- +ĠNare ndra +ĠPl ot +H ol +se ver +e enth +Ġobst ruction +Ġ10 24 +st aff +j as +or get +sc enes +l aughs +ĠF argo +cr ime +Ġorche str +Ġde let +ili ary +rie ved +Ġmilit ar +ĠGreen e +âĹ ı +ãģ ¦ +ĠGu ards +Ġunle ashed +ĠWe ber +Ġadjust able +Ġcal iber +Ġmotiv ations +Ġà ł +m Ah +ĠL anka +hand le +Ġp ent +ĠR av +ĠAng ular +ĠK au +umb ing +Ġphil anthrop +Ġde hyd +Ġtox icity +e er +ĠY ORK +w itz +å ¼ +ĠI E +commun ity +ĠA H +Ġret ali +Ġmass ively +ĠDani els +ĠD EL +Ġcar cin +Ur l +Ġrout ing +ĠNPC s +ĠR AF +ry ce +Ġwa ived +ĠGu atem +Every body +Ġco venant +Ġ17 3 +Ġrelax ing +Ġqu art +al most +Ġguard ed +ĠSold iers +ĠPL AY +Ġout going +L AND +Ġre write +ĠM OV +ĠIm per +ĠS olution +Ġphenomen al +Ġl ongevity +Ġimp at +ĠN issan +ir ie +Ġod or +ĠZ ar +ok s +Ġmilit ias +ĠSP EC +Ġtoler ated +ars er +ĠBrad ford ++ , +Ġsur real +s f +Can adian +Ġresemb lance +Ġcarbohyd rate +VI EW +Ġaccess ory +me al +larg est +ieg el +Some one +Ġtoug hest +os o +Ġfun nel +Ġcondemn ation +lu ent +Ġw ired +ĠSun set +Jes us +ĠP ST +ĠP ages +ĠTy coon +ĠP F +Ġselect ions +Ġ ठ+part isan +Ġhigh s +ĠR une +Ġcraft s +le ad +ĠParent s +Ġre claim +ek er +ĠAll ied +ae per +Ġlo oming +Ġbenefic iaries +ĠH ull +Stud ents +Jew ish +d j +Ġp act +tem plate +ĠOffic ials +ĠBay lor +Ġhe mp +Ġyouth s +ĠLevel s +ĠX iao +ĠC hes +Ġende avor +ĠRem oved +Ġhipp ocamp +H ell +ãĤ Ĭ +80 5 +Ġd inosaur +ĠWr ath +ĠIndones ian +Ġcalcul ator +ĠD ictionary +Ġ4 20 +ĠM AG +( _ +! , +t arians +Ġrestrict ing +rac use +Ġweek day +OU NT +Ġsh rugged +leg round +Ġb ald +ĠDo ctors +Ġt outed +ĠMax well +Ġ2 14 +Ġdiplom at +Ġrep ression +Ġconstitu ency +v ice +r anked +ĠNap oleon +g ang +ĠFore ver +t un +Ġbul b +ĠPD T +ĠC isco +V EN +Ġres umed +Ste ven +ĠManit oba +Ġfab ulous +ĠAg ents +19 84 +Ġam using +ĠMyster ies +Ġor thodox +fl oor +Ġquestion naire +Ġpenet rate +Ġfilm makers +ĠUn c +Ġst amped +Ġth irteen +Ġout field +Ġforward ed +Ġapp ra +Ġa ided +t ry +Ġunf ocused +ĠL iz +ĠWend y +ĠSc ene +Ch arg +Ġreject s +Ġleft ist +ĠProv idence +ĠBr id +reg n +Ġprophe cy +ĠL IVE +4 99 +Ġfor ge +ĠF ML +Ġintrins ic +ĠF rog +Ġw ont +ĠH olt +Ġfam ed +CL US +aeper nick +ĠH ate +ĠC ay +Ġregister ing +ort ality +rop y +ocaly ptic +a an +n av +Ġfasc ist +IF IED +Ġimpl icated +ĠRes ort +ĠChand ler +ĠBr ick +P in +ys c +Us age +ĠHel m +us ra +âĺħ âĺħ +ĠAb bas +Ġunanim ously +Ġke eper +Ġadd icted +?? ? +Ġhelm ets +Ġant ioxid +aps ed +80 8 +gi ene +Ġwa its +Ġmin ion +ra ved +ĠP orsche +Ġdream ing +Ġ17 1 +ĠC ain +Ġun for +ass o +ĠConfig uration +k un +hard t +Ġn ested +ĠL DS +L ES +Ġt ying +en os +Ġc ue +ĠMar qu +sk irts +Ġclick ed +Ġexp iration +ĠAccording ly +ĠW C +Ġbless ings +Ġaddict ive +ĠN arr +y x +ĠJagu ars +Ġrent s +ĠS iber +Ġt ipped +ous se +ĠFitz gerald +Ġhier arch +out ine +Ġwa velength +> . +ch id +ĠProcess ing +/ + +r anking +E asy +ĠConst ruct +Ġt et +ins ured +H UD +Ġqu oting +Ġcommun icated +in x +Ġin mate +Ġerect ed +ĠAbs olutely +ĠSure ly +Ġun im +ĠThr one +he id +Ġcl aws +Ġsuper star +ĠL enn +ĠWh is +U k +ab ol +Ġsk et +ĠN iet +Ġper ks +Ġaff inity +Ġopen ings +phas is +Ġdiscrim inate +T ip +v c +Ġgr inding +ĠJenn y +Ġast hma +hol es +ĠHom er +Ġreg isters +ĠGl ad +Ġcre ations +Ġlith ium +Ġappl ause +unt il +Just ice +ĠTur ks +Ġsc andals +Ġb ake +t ank +M ech +ĠMe ans +ĠM aid +Republic ans +is al +wind ows +ĠSant os +Ġveget ation +33 8 +t ri +Ġfl ux +ins ert +Ġclar ified +Ġmort g +ĠCh im +ĠT ort +Ġdiscl aim +met al +ĠAs ide +Ġindu ction +Ġinf l +Ġathe ists +amp h +Ġe ther +ĠV ital +ĠBu ilt +M ind +Ġweapon ry +S ET +Ġ18 6 +ad min +g am +cont ract +af a +Ġderiv atives +Ġsn acks +Ġch urn +E conom +Ġca pped +ĠUnder standing +ĠH ers +ĠI z +Ġd uct +I ENT +augh ty +Ġâľ Ķ +ĠN P +Ġsa iling +In itialized +Ġt ed +Ġreact ors +ĠL omb +Ġcho ke +ĠW orm +Ġadm iration +Ġsw ung +ens ibly +Ġr ash +ĠGo als +ĠImport ant +Sh ot +ĠR as +Ġtrain ers +ĠB un +Work ing +Ġhar med +ĠPand ora +ĠL TE +Ġmush room +ĠCH AR +ĠF ee +ĠM oy +B orn +ol iberal +ĠMart ial +Ġgentle men +Ġling ering +Offic ial +Ġgra ffiti +ĠN ames +D er +Ġqu int +ist rate +aze era +ĠNOT ICE +ĠFlore nce +Ġpay able +Ġdep icts +ĠSpe cies +He art +âĶĢâĶĢâĶĢâĶĢ âĶĢâĶĢâĶĢâĶĢ +Ġencl osed +Incre ases +D aily +ĠL is +Ġenact ment +ĠB acon +ĠSt eele +dem and +Ġ18 3 +Ġmouth s +Ġstr anded +Ġenhance ment +01 1 +ĠWh ats +Ġhe aled +en y +ĠR ab +Ġ3 40 +ĠLab yrinth +ro ach +ĠY osh +ĠCl ippers +Ġconcert s +Intern et +35 5 +Ġstick ers +Ġter med +ĠAx e +Ġgrand parents +Fr ance +ĠCl im +ĠU h +ul ic +Ġthr ill +cent ric +ĠOver view +ĠCond uct +Ġsubstant ive +Ġ18 2 +m ur +Ġstr ay +ĠCo ff +Ġrep etitive +ĠFor gotten +Ġqual ification +ew itness +ĠZ imbabwe +Ġsim ulated +ĠJ D +25 3 +ĠW are +Ġun sc +T imes +Ġsum mons +Ġdis connected +Ġ18 4 +ci us +ĠGu jar +od ka +Ġer ase +ĠTob acco +elect ed +Ġun cont +ĠShe pard +ĠL amp +Ġalert ed +Ġoper ative +arn a +u int +Ġneglig ence +ac ements +Ġsup ra +Ġprev ail +ĠSh ark +Ġbel ts +ãģ « +Ġt ighter +Engine ers +Ġin active +Ġexp onent +ĠWill ie +a ples +Ġhe ir +ĠH its +ian n +ĠS ays +Ġcurrent s +ĠBeng al +Ġar ist +B uffer +Ġbree ze +ĠWes ley +Col a +Ġpron oun +Ġde ed +ĠK ling +Ġof t +Ġinf lict +Ġpun ishing +Ġn m +ik u +OD UCT +01 4 +Ġsubsid y +ĠDE A +ĠHer bert +ĠJ al +B ank +Ġdef erred +Ġship ment +B ott +Ġal le +b earing +HT ML +Off line +Ġ2 13 +Ġscroll ing +Ġsc anned +ĠLib yan +ĠT OP +ch rom +d t +col umn +Psy NetMessage +Z ero +Ġtor so +0 50 +âķ IJ +Ġimp erson +ĠSchw artz +ud ic +Ġpiss ed +ĠS app +25 7 +ĠIS Ps +og l +Ġsuper vised +Ġad olescent +Ġatt ained +ĠDel ivery +ĠB unny +Ġ19 37 +Ġmini ature +Ġo s +Ġ3 70 +60 8 +ĠMour inho +Ġinn ate +Ġtem po +ĠN M +ĠFall en +00 9 +Ġprov ocative +Stream er +ĠBened ict +ĠBol she +Ġt urtle +ĠPC B +ĠEqu al +Direct or +ĠR end +Ġflu ids +Author ities +Ġcous ins +requ ency +ĠNeigh bor +s ets +sh ared +Char les +pass word +Ġg ears +Ġ2 11 +ĠHard ware +ri ka +Ġup stream +H om +Ġdisproportion ately +iv ities +Ġund efined +Ġelect rons +Ġcommem or +Event ually +Ġ> < +Ġir responsible +2 18 +ĠRe leased +ĠO VER +ĠI GN +ĠB read +st ellar +ĠS age +tt ed +dam age +ed ition +ĠPre c +Ġl ime +Ġconf inement +Ġcal orie +we apon +Ġdiff ering +ĠS ina +m ys +am d +Ġintric ate +k k +ĠP AT +ã o +st ones +lin ks +Ġr anch +Sem itic +Ġdifferent iate +ĠS inger +occup ied +Ġfort ress +c md +Ġinter ception +ĠAnk ara +Ġre pt +ĠSol itaire +Ġrem ake +p red +Ġd ared +aut ions +ĠB ACK +Run ning +Ġdebug ging +Ġgraph s +3 99 +ĠNig el +Ġb un +Ġpill ow +Ġprog ressed +fashion ed +Ġob edience +ER N +Ġrehe ars +C ell +t l +S her +Ġher ald +ĠPay ment +ĠC ory +ĠDe pt +Ġrep ent +ĠWe ak +uck land +Ġple asing +Ġshort ages +Ġjur ors +ĠK ab +q qa +Ant i +Ġw ow +ĠRC MP +Ġt sun +ĠS ic +Ġcomp rises +Ġsp ies +Ġprec inct +n u +Ġur ges +Ġtim ed +Ġstrip es +ĠB oots +Ġy en +Adv anced +Ġdisc rete +ĠArch angel +employ ment +D iff +Ġmon uments +Ġ20 9 +work er +Ġ19 6 +ĠI g +utter stock +T PS +J ac +Ġhomeless ness +Ġcomment ator +Ġrac ially +f ing +se ed +E le +ell ation +Ġeth anol +Ġpar ish +ĠD ong +ĠAw akening +Ġdev iation +ĠB earing +ĠTsu k +Ġrec ess +Ġl ymph +ĠCann abis +å ľ +ĠNEW S +Ġd ra +ĠStef an +ĠWr ong +ĠS AM +Ġloose ly +Ġinterpre ter +ĠPl ain +Go vernment +Ġbigot ry +Ġgren ades +ave z +pict ured +Ġmand ated +ĠMon k +ĠPed ro +Ġl ava +27 4 +Ġcyn ical +ĠScroll s +l ocks +M p +Ġcon gregation +orn ings +ph il +ĠI bid +Ġf erv +Ġdisapp earing +Ġarrog ant +sy n +ĠMa ver +ĠSu it +24 1 +Ġab bre +ack ers +P a +ĠY el +Whe never +Ġ23 5 +ĠV ine +ĠAn at +Ġext inct +LE T +Ġexecut able +V ERS +ox ide +D NA +ĠP rel +Ġresent ment +Ġcompr ise +ĠAv iv +Ġinter ceptions +Ġprol ific +IN A +ĠEr in +though t +2 19 +ĠPsychiat ry +un ky +chem ist +H o +ĠMcC oy +Ġbr icks +L os +ri ly +ĠUS SR +Ġr ud +Ġl aud +ĠW ise +ĠEmer ald +Ġrev ived +Ġdam ned +ĠRep air +id em +ct ica +Ġpatri arch +ĠN urs +me g +Ġcheap est +re ements +empt y +ĠCele br +Ġdepri vation +ch anted +ĠTh umbnails +E nergy +ĠEth an +ĠQ ing +Ġopp oses +W IND +v ik +ĠM au +ĠS UB +66 7 +G RE +ĠVol unte +nt on +C ook +å IJ +es que +Ġplum met +Ġsu ing +Ġpron ounce +Ġresist ing +ĠF ishing +ĠTri als +Ġy ell +Ġ3 10 +Ġin duct +Ġpersonal ized +oft en +R eb +EM BER +Ġview point +Ġexist ential +() ) +rem ove +MENT S +l asses +Ġev apor +Ġa isle +met a +Ġreflect ive +Ġentit lement +Ġdev ised +mus ic +asc ade +Ġwind ing +off set +Ġaccess ibility +ke red +Bet ter +ĠJohn ston +th inking +S now +ĠCroat ia +ĠAt omic +27 1 +34 8 +Ġtext book +ĠSix th +Ġ اÙĦ +Ġsl ider +ĠBur ger +b ol +S ync +Ġgrand children +Ġc erv ++ ) +Ġe ternity +Ġtweet ing +Ġspec ulative +Ġpiv otal +ĠW P +ĠT ER +ynam ic +Ġu pl +ĠC ats +per haps +Ġclass mates +Ġblat ant +' - +Ġl akh +ant ine +ĠB org +i om +/ ( +ĠAthlet ic +Ġs ar +OT A +ĠHoff man +Never theless +Ġad orable +Ġspawn ed +Ass ociated +ĠDom estic +Ġimpl ant +ĠLux em +ĠK ens +Ġp umps +ĠS AT +Att ributes +50 9 +av our +Ġcentral ized +ĠT N +Ġfresh ly +ĠA chieve +Ġouts iders +her ty +ĠRe e +ĠT owers +ĠD art +ak able +Ġm p +ĠHeaven ly +Ġr ipe +ĠCarol ine +ry an +Ġclass ics +Ġret iring +Ġ2 28 +Ġa h +Ġdeal ings +Ġpunch ing +ĠChap man +O ptions +max well +vol ume +Ġst al +Ġex ported +ĠQu ite +Ġnumer ical +B urn +F act +ĠKey stone +Ġtrend ing +Ġalter ing +ĠAfric ans +47 8 +ĠM N +ĠKn ock +Ġtempt ation +Ġprest ige +Over view +ĠTrad itional +ĠBah rain +Priv ate +ĠH OU +Ġbar r +ĠT at +C ube +US D +ĠGrand e +ĠG at +ĠFl o +Ġres ides +Ġind ec +vol ent +Ġperpet ual +ub es +Ġworld view +ĠQuant um +Ġfil tered +Ġen su +orget own +ERS ON +ĠM ild +37 9 +OT T +à ¥ +Ġvit amins +Ġrib bon +Ġsincere ly +ĠH in +Ġeight een +Ġcontradict ory +Ġgl aring +Ġexpect ancy +Ġcons pir +Ġmon strous +Ġ3 80 +re ci +Ġhand ic +Ġpump ed +Ġindic ative +Ġr app +Ġav ail +ĠLEG O +ĠMar ijuana +19 85 +ert on +Ġtwent ieth +################ ################ +ĠSw amp +Ġval uation +Ġaffili ates +adjust ed +ĠFac ility +26 2 +Ġenz ymes +itud inal +Ġimp rint +S ite +Ġinstall er +ĠT RA +m ology +lin ear +ĠCollect ive +ig ating +ĠT oken +Ġspec ulated +K N +ĠC ly +or ity +Ġdef er +Ġinspect ors +appro ved +R M +ĠSun s +Ġinform ing +ĠSy racuse +ib li +7 65 +Ġgl ove +Ġauthor ize +âĢ¦âĢ¦âĢ¦âĢ¦ âĢ¦âĢ¦âĢ¦âĢ¦ +ĠCru ise +Ġcontract ing +she ll +IF E +ĠJew el +p ract +ĠPhot oshop +ĠKnow ing +h arm +Ġattract ions +ad an +et us +01 8 +w agen +Al t +Ġmultip ly +Ġequ ilibrium +: { +ĠF ighters +ĠEd gar +Ġfour teen +Go vern +Ġmis use +Ġab using +Ġancest ry +ram er +64 4 +Ġwor ms +Ġthick er +ĠComb ine +Ġpeas ants +Ġv ind +Ġcon quest +Ġm ocked +Ġc innamon +ĠC ald +ĠGall up +Ġavoid ance +Ġincarn ation +ĠStr at +Ġt asted +ent a +ĠN eal +p ared +Ġtermin ology +ject ion +Scient ists +ĠIN S +ĠDe e +Ġdirect ories +R oad +ĠSh ap +br ight +ĠDirect ors +ĠCol umn +Ġb ob +Ġprefer ably +Ġgl itch +f urt +Ġe g +id is +C BC +Ġsur rendered +Ġtest ament +33 6 +ug gest +ĠN il +an other +Ġpat hetic +ĠDon na +Ġ2 18 +ĠA very +Ġwhis key +Ġf ixture +ĠCon quest +Ġbet s +O cc +ĠLe icester +] ." +Ġ) ); +Ġfl ashes +45 6 +Ġmask ed +ge bra +Ġcomput ed +che l +aud er +Ġdefe ats +ĠLiber ation +ĠOs ama +ĠV ive +Ch anges +Ch annel +Ġtar iffs +Ġm age +ĠS ax +Ġinadvert ently +ĠC RE +ĠRe aper +ink y +gr ading +Ġstere otyp +Ġcur l +ĠF ANT +Ġfram eworks +M om +ĠAn ch +Ġflav our +car bon +Ġperm itting +let cher +ĠMo zilla +ĠPark ing +ĠCh amp +Sc roll +Ġmurd erer +Ġrest ed +Ġow es +ĠP oss +AD D +IF F +res olution +ĠMin ing +Ġcompar ative +D im +Ġneighbour ing +ĠA ST +ĠT oxic +Ġbi ases +Ġgun fire +ur ous +ĠMom ent +19 83 +Ġper vasive +tt p +ĠNorm ally +r ir +S arah +ĠAlb any +Ġun sett +ĠS MS +ip ers +l ayer +ĠWh ites +up le +Ġtur bo +ĠLe eds +Ġthat s +ĠMin er +M ER +ĠRe ign +Ġper me +ĠBl itz +Ġ19 34 +Ġintimid ating +t ube +Ġecc entric +ab olic +box es +ĠAssoci ates +v otes +Ġsim ulate +um bo +aster y +Ġship ments +FF FF +an th +Ġseason ed +Ġexperiment ation +âĸ ł +law s +Me et +idd les +ant ics +R ating +IS IS +h ift +Ġfront s +b uf +01 7 +Ġun att +ĠD il +le ases +ĠGard ens +77 7 +t ouch +ve ll +45 8 +Ġ= ==== +s aving +Ġer osion +ĠQu in +Ġearn s +Ġaccomplish ment +ĠWe i +Ġ< [ +____ _ +Ġir rig +ĠT eddy +Ġconqu ered +ĠArm ored +Ġassert s +Ġmanip ulating +r é +Ġtranscript s +G allery +Ġplot ting +Ne il +Ġbetray al +load er +ĠS ul +Ġdispl acement +Ġroy alty +ĠW I +he it +ĠDev ices +alle l +Ġmunicipal ities +Ġcan al +St ars +ĠU AE +Ġ" âĢ¦ +ĠC U +ab ove +Ġreson ance +ĠguiActive Un +add ed +ĠBra ves +ĠI bn +Ġhere by +ĠB RE +Ġshare holder +ĠH ir +ĠJ i +Ġstrange ly +Ġadm ired +Ġpl ight +Ġb achelor +ĠP ole +cipl inary +T ony +ĠArmen ian +Ġun man +ĠZion ist +St age +isco ver +Ġautom otive +Ġs idelines +Ġsl ick +ĠRena issance +ĠF UN +Im ages +ĠH aj +Ġp ing +Ġshort cut +ĠBl vd +ĠLook s +Ġbur sts +Ġcl amp +Ġm ish +Ġsort ing +Ġpatri ot +Ġcorrect ness +ĠScand inav +ĠCaval iers +p ython +az ar +Ġ3 75 +ĠJa une +40 9 +Ġdetrim ental +Ġstab bing +Ġpoison ed +Ġf ountain +oc ent +or st +ĠMar i +Ġr ains +ĠO vers +ĠInst itution +ud get +AM Y +t ale +ĠK R +ĠPr ices +Ġhead aches +Ġlands l +ĠA ura +Bon us +ĠZ hao +ĠH ip +Ġhop s +ĠKurd istan +Ġexplo iting +ry n +Ġhypocr isy +op ening +Ġgun shot +Ġw ed +inter stitial +Inter stitial +Ġam en +Bre aking +Ġmarket ed +W ire +ĠC rowd +Contin ue +ĠK nown +ĠEffect ive +ore an +iz ons +Jose ph +Ġescal ation +us ername +Ġcur tain +AT ES +ĠP AR +ĠM iy +Ġcounter fe +l ene +Ġcont enders +d aily +ĠAs c +ĠPhill ip +most ly +Ġfil ename +he ne +Ġresemb ling +Ġst aging +ĠCh loe +Ġw iring +H on +ĠRen ew +ott age +ĠHy brid +m uch +Ġstro kes +Ġpolicy makers +AP TER +ĠArk ham +pl ot +Ġassist ants +Ġde port +ĠSe ga +Ġinflu enza +ĠC ursed +ĠK obe +Ġskin ny +Prov ider +ĠR ip +Ġincrement al +product s +B F +Ġd ome +ĠC redits +Ġlos ers +int s +ĠBet ty +ĠTal ent +ĠD AM +L v +E ss +Ġd ens +tem p +J udge +od ic +Ġ' ( +UR ES +ets k +V O +Ġretrie ved +Ġarchitect s +Ù ĩ +Ġeth ic +ĠSecond ary +st ocks +ad ia +Ġ3 25 +ĠOp inion +Ġsimultane ous +Ġd izz +ul p +Ġsmugg ling +ipp ery +R andom +f acing +ĠD as +Ġstock p +Ġdiscl osures +po inter +Ġcor al +ĠSe lection +ĠP ike +ival ent +Ġruth less +ĠR im +Ġensu ing +ĠExper iment +Ġcongress man +Ġbelie ver +Ġun specified +ĠM ord +Ġknowledge able +ĠV ERY +T X +Ġstra ps +Ġtur f +apesh ifter +Ġmar ital +Ġfl ock +ãģ Ĩ +26 3 +AM ES +ĠOpp osition +Ġtre asures +ĠG OD +Ġmodel ed +ĠWOR LD +Ġ( [ +ĠUs age +H F +Ġ$ ( +uss ed +Ġpione er +E ight +par se +b read +rit z +ĠMir anda +ĠK ant +++ ) +ore n +Ġprov oked +Ġbre eds +ĠIn cludes +ĠPast ebin +ĠFl ip +J ava +Ġbr ink +Ġrum ored +Ġun seen +Ġgar nered +ĠDef in +al ted +Ġtatt oos +Ġhes itation +is itions +ĠWe aver +ĠReport ing +Ġtherap ies +Ġconsult ants +Ġresid ual +ĠMal i +ĠRom a +i ago +ĠRes idents +ub i +Ġremed ies +Ġadapt ive +ĠAl ive +ĠBar cl +Ġwal lets +c rypt +etermin ation +ĠPel osi +Ġsl ipping +oton in +Ġall iances +pat rick +ir is +Ġor th +ĠPer kins +ĠDe V +ĠG ets +Ġdry ing +ge e +fore st +ĠFor get +ore m +33 9 +Ġvague ly +ĠD ion +ĠP orn +ĠH OW +Ġp neum +Ġrub ble +ĠT aste +enc ia +ĠG el +Ġd st +Ġ24 5 +ĠMoroc co +inf lamm +ĠTw ins +Ġb ots +d aughter +ĠB alk +Ġbre thren +Ġlog os +Ġgo bl +f ps +Ġsub division +Ġp awn +Ġsquee zed +Ġmor ale +ĠD W +' " +Ġkn ot +ook y +Ġdiv isive +Ġboost ed +ch y +ãĥ IJ +if act +Ġnewcom ers +ĠWrest ling +Ġsc outs +w olves +R at +Ġnin eteenth +ĠOs borne +St ats +Ġem powered +Ġpsych opath +ĠO EM +ugg age +ĠP K +ĠMoh ammad +P ak +Ġanarch ists +ĠExt ract +est hes +ĠStock holm +l oo +ĠG raph +Ġdeploy ing +ĠStr anger +ĠM old +Ġstaff er +Ġdiscount ed +uck le +ple ase +ĠLand ing +ÃŃ a +Ġ19 3 +Ġan te +Ġrep etition +Ġ+ /- +Ġpar ody +Ġlive ly +AA A +ĠHor us +Ġp its +ind ers +L OC +ĠVen ice +40 6 +ĠDis cover +â Ĩ +ellect ual +Ġp ens +Ġey el +ig uous +Im pl +Ġj oking +Ġinv al +ĠBel fast +Ġcredit ors +ĠSky walker +ov sky +Ġcease fire +Ġse als +is oft +) ). +ĠFel ix +IT S +Ġt resp +ĠBlock chain +ew are +ĠSch war +en ne +mount ed +ĠBe acon +les h +Ġimmense ly +Ġche ering +Em ploy +sc ene +ish ly +atche wan +ĠNic olas +Ġdr ained +ĠEx it +ĠAz erb +j un +Ġflo ated +u ania +De ep +Ġsuper v +Ġmyst ical +ĠD ollar +ĠApost le +ĠR EL +ĠProv ided +ĠB ucks +ãĥ ´ +cut ting +Ġenhance ments +ĠPengu ins +ĠIsa iah +Ġj erk +ĠW yn +Ġst alled +Ġcryptoc urrencies +ĠR oland +sing le +Ġl umin +ĠF ellow +ĠCap acity +ĠKaz akh +W N +Ġfin anced +38 9 +Ġt id +Ġcoll usion +ĠMy r +î Ģ +Sen ator +Ġped iatric +Ġneat ly +Ġsandwic hes +ĠArchitect ure +Ġt ucked +Ġbalcon y +Ġearthqu akes +qu ire +F uture +Ġhe fty +é Ĺ +Ġspecial izes +Ġstress es +Ġs ender +Ġmisunder standing +Ġep ile +Ġprov oke +ĠCol ors +Ġdis may +uk o +[ _ +58 6 +ne utral +Ġdon ating +ĠRand all +Mult i +Ġconvenient ly +ĠS ung +ĠC oca +Ġt ents +ĠAc celer +Ġpart nered +27 2 +ir ming +ĠB AS +s ometimes +Ġobject ed +ub ric +p osed +LC S +gr ass +Ġattribut able +V IS +Israel i +Ġrepe ats +ĠR M +v ag +ut a +in ous +Ġin ert +ĠMig uel +æ Ń +ĠHawai ian +B oard +Ġart ific +ĠAzerb ai +as io +ĠR ent +A IN +Ġappl iances +Ġnational ity +Ġass hole +ĠN eb +Ġnot ch +h ani +ĠBr ide +Av ailability +Ġintercept ed +Ġcontin ental +Ġsw elling +ĠPers pect +b ies +. < +ith metic +ĠL ara +Ġtempt ing +add r +Ġoversee ing +cl ad +ĠD V +ĠGing rich +Ġm un +ĠApp ropri +Ġalter ations +ĠPat reon +Ġha voc +Ġdiscipl ines +Ġnotor iously +aku ya +ier i +? ). +ĠW ent +Ġsil icon +Ġtre mb +Cont ainer +K nown +Ġmort ar +est e +ick a +Ar thur +ĠPre viously +ĠMart y +Ġsp arse +g ins +Ġin ward +ĠParticip ant +C opy +ĠM isc +Ġantib iotic +ĠRet ro +Ġel usive +Ġass ail +ĠBatt alion +ĠB ought +Ġdimin ish +ĠEuro pa +s ession +ĠDanger ous +ies el +Ġdisbel ief +Ġbl asts +ext reme +ĠBoy d +ĠProject s +ĠGu ys +Ġunder gone +Ġgr ill +ĠDw ight +Ġ19 7 +US ER +Ġfiles ystem +Ġcl ocks +T aylor +Ġwra pper +Ġfold ing +ous and +ĠPhilipp ine +ATION AL +ĠPer th +Ġas hes +Ġaccum ulate +ĠGate way +Sh op +orks hire +H an +ĠBar rel +ĠLe h +ĠX V +Ġwh im +Ġrep o +ĠC G +ĠM am +Ġincorpor ating +Ġbail out +Ġlingu istic +Ġdis integ +C LE +Ġcinem atic +ĠF iber +S yn +il ion +ĠCom pos +c hens +Ġne oc +Ġbo iled +F INE +on o +un cle +ik en +ĠB M +Î ¹ +Ġreceipt s +Ġdisp osed +ĠTh irty +ĠR ough +ĠA BS +Ġnot withstanding +oll en +# $ +Ġunrel iable +Ġbl oom +Ġmedi ocre +Ġtr am +ĠTas man +Ġsh akes +Ġmanifest o +ĠM W +Ġsatisf actory +Ġsh ores +Ġcomput ation +Ġassert ions +orm ons +ar ag +ab it +Dem ocrats +ĠL oot +ĠVol ks +ha ired +Ġgrav itational +S ing +ĠM iz +Ġthro ttle +Ġtyr anny +ĠView s +Ġrob ber +ĠMinor ity +Ġsh rine +sc ope +pur pose +Ġnucle us +our cing +ĠUS DA +ĠD HS +w ra +ĠBow ie +Sc ale +ĠB EL +x i +I ter +Ġ( ), +w right +Ġsail ors +ous ed +NAS A +ĠPro of +ĠMin eral +t oken +ĠF D +R ew +Ġe ll +6 30 +Ġchance llor +ĠG os +Ġamount ed +ĠRec re +ome z +ĠOpt im +ĠOl ive +Ġtrack er +ow ler +ĠUn ique +R oot +Ġmar itime +ĠQur an +ĠAd apt +Ġecosystem s +ĠRe peat +ĠS oy +ĠI MP +Ġgrad uating +and em +P ur +ĠRes et +ĠTr ick +ĠPh illy +ĠT ue +ĠMalays ian +Ġclim ax +Ġb ury +Ġcons pic +ĠSouth ampton +ĠFl owers +Ġesc orted +ĠEduc ational +ĠI RC +Ġbrut ally +e ating +Ġpill ar +ĠS ang +ĠJ ude +ar ling +ĠAm nesty +Ġrem inding +ĠAdminist rative +hes da +Ġfl ashed +ĠP BS +per ate +fe ature +Ġsw ipe +Ġgra ves +oult ry +26 1 +bre aks +ĠGu er +Ġsh rimp +ĠV oting +qu ist +Ġanaly tical +Ġtables poons +ĠS OU +Ġresear ched +Ġdisrupt ed +Ġj our +Ġrepl ica +Ġcart oons +b ians +} ) +c opy +G ot +ou ched +P UT +Ġsw arm +not ations +s aid +Ġreb uilt +Ġcollabor ate +Ġr aging +Ġn ar +Ġdem ographics +ĠD DR +Ġdist rust +oss ier +ĠK ro +Ġpump kin +Ġreg rets +Ġfatal ities +ĠL ens +ĠO le +p d +Ġpupp et +ĠOut look +ĠSt am +O l +F air +U U +Ġre written +Ä ± +Ġfasc inated +Ġve ctors +Ġtrib unal +u ay +ĠM ats +ĠCo ins +[ [ +Ġ18 1 +Ġrend ers +ĠK aepernick +Ġesp ionage +Ġsum m +Ġd itch +Acc ount +Ġspread sheet +Ġmut ant +p ast +40 7 +Ġd ye +Ġinit iation +Ġ4 000 +Ġpunish able +Ġth inner +ĠKh al +Ġinter medi +D un +ĠGoth am +Ġeager ly +Ġvag inal +p owers +V W +ĠWATCH ED +Ġpred ator +ams ung +Ġdispar ity +Ġ[ * +Ġam ph +Ġout skirts +ĠSpir its +Ġskelet al +Ð » +ĠR ear +Ġissu ance +ĠLog ic +re leased +Z Z +ĠB ound +Ent ry +Ġex its +is ol +ĠFound er +Ġw re +ĠGreen land +ĠM MO +t aker +IN C +ãģ ¾ +Ġhour ly +hen ko +Ġfantas ies +Ġdis ob +Ġdemol ition +ãĥ ĭ +Ġen listed +rat ulations +Ġmis guided +Ġens ured +Ġdiscour aged +m ort +Ġfl ank +Ġc ess +Ġreact s +ĠS ere +s ensitive +ĠSer pent +ass ad +Ġ24 7 +Ġcalm ly +b usters +Ġble ed +ĠSt ro +Ġamuse ment +ĠAntar ctica +Ġs cept +ĠG aw +a q +ason ic +Ġsp rawling +n ative +atur ated +ĠBattle field +IV ERS +E B +ĠG ems +ĠNorth western +ĠFil ms +ĠAut omatic +Ġappre hend +ãģ ¨ +Ġgui Name +Ġback end +Ġevid enced +ge ant +01 2 +ĠS iege +Ġexternal To +Ġunfocused Range +ĠguiActiveUn focused +Ġgui Icon +ĠexternalTo EVA +ĠexternalToEVA Only +F ri +ch ard +en aries +Ġchief s +Ġc f +ĠH UD +Ġcorro bor +Ġd B +ĠT aken +ĠPat ricia +ra il +ĠCh arm +ĠLiber tarian +rie ve +Person al +ĠO UR +ger ies +Ġdump ing +Ġneurolog ical +it imate +ĠClint ons +raft ed +ĠM olly +Ġtermin als +reg ister +Ġfl are +Ġenc oded +Ġautop sy +p el +m achine +Ġexempt ions +ĠRoy als +d istance +Ġdraft s +Ġl ame +ĠC unning +Ġsp ouses +ĠMark ets +ĠCar rier +Ġimp lying +ĠY ak +s id +Ġl oser +Ġvigil ant +Ġimpe achment +Ġaug mented +ĠEmploy ees +Ġunint ended +tern ally +ĠW att +Ġrecogn izable +ess im +æ Ŀ +Ġco ated +r ha +Ġlie utenant +ĠLegisl ation +pub lished +44 4 +01 3 +Ġide ally +ĠPass word +Ġsimpl ify +ĠMet a +ĠM RI +Ġple ading +organ ized +hand ler +Ġun ravel +cor rect +Ġ icy +Ġparan oid +Ġpass er +Ġinspect ions +of er +ĠHealth care +28 3 +ĠBr ut +iol a +for ge +ĠMed ieval +MS N +ie vers +ĠProgram ming +å ī +Ġ2 23 +m u +ĠC LE +ug a +Ġsho ppers +Ġinform ative +ĠPl ans +Ġsupplement ation +ĠT ests +ty ard +ocy tes +ĠVeg a +ĠGujar at +erman ent +Ex cept +ĠL OT +all a +ĠC umm +ĠO sw +Ġven om +ĠDeb t +ĠD OWN +Ġreun ion +Ġm uc +ĠRel ief +Ġge op +ĠðŁ ĺ +al ogue +An th +ech o +Ġcor ros +Ġrepl ication +ĠBl azing +ĠD aughter +Ġinf lic +ĠLind sey +Ù Ī +28 4 +Ex it +Ġgl oom +TA IN +Ġundermin ing +Ġadv ising +h idden +Ġover flow +Ġg or +urd ue +Ġe choes +enh agen +Ġimp uls +d rug +c ash +Ġas ync +Ġmir ac +at ts +p unk +Ġpiv ot +ĠLegisl ative +Ġblog gers +ĠCl aw +s burg +d yl +ĠRecomm end +Ġver te +Ġprohib iting +ĠPant her +Jon athan +Ġo min +Ġhate ful +28 1 +ĠOr che +ĠMurd och +down s +Ġas ymm +G ER +Al ways +Ġinform s +ĠW M +ĠP ony +ĠApp endix +ĠAr lington +J am +Ġmedic inal +ĠS lam +IT IES +Ġre aff +ĠR i +F G +S pring +b ool +Ġthigh s +Ġmark ings +ĠRa qqa +ĠL ak +p oll +ts ky +ĠMort y +ĠDef inition +Ġdeb unk +end ered +ĠLe one +a vers +Ġmortg ages +App arently +N ic +ha us +ĠTh ousands +au ld +Ġm ash +sh oot +Ġdi arr +Ġconscious ly +H ero +e as +ĠN aturally +ĠDestroy er +Ġdash board +serv ices +R og +Ġmillenn ials +Ġinv ade +- ( +Ġcomm issions +ĠA uckland +Ġbroadcast s +Ġfront al +Ġcr ank +ĠHist oric +Ġrum ours +CT V +Ġster il +Ġboost er +rock et +ãĤ ¼ +ut sche +ĠP I +Ġ2 33 +ĠProdu cer +ĠAnaly tics +Ġinval uable +Ġunint ention +ĠC Y +Ġscrut in +Ġg igg +Ġeng ulf +Ġprolet ariat +Ġh acks +ĠH ew +ar ak +ĠSl ime +ield ing +ag her +ĠEll iot +Ġtele com +Ġ2 19 +ult an +ĠAr bor +ĠSc outs +B an +Ġlifes pan +Ġbl asp +38 8 +Ġjud iciary +ĠContin ental +ask ing +Mc C +L ED +Ġbag gage +ĠSorce rer +Ġrem nants +ĠGriff ith +ets u +ĠSub aru +ĠPerson ality +des igned +ush ima +agn ar +Ġrec oil +Ġpass ions +\ ": +Ġte e +Ġabol ition +ĠCreat ing +j ac +Ġ19 4 +01 9 +Ġpill ars +ric hed +/ " +t k +Ġlive lihood +Ġro asted +ah on +ĠH utch +ass ert +Ġdivid end +Ġkn it +Ġd aunting +Ġdisturb ance +Ġsh ale +Ġcultiv ated +Ġrefriger ator +L B +ĠN ET +Ġcommercial s +Ġthink ers +45 5 +Ġch op +B road +Ġsuspic ions +Ġtag ged +l ifting +Ġsty lish +ĠShield s +Short ly +Ġt ails +A uth +ST E +ĠG AME +Ġse ism +ĠK is +olog ne +Ġcow ork +Ġforc ibly +Ġthy roid +ĠP B +AN E +mar ried +h orse +Ġpoly mer +ĠCh al +od or +DE BUG +ĠCon text +Ġbl iss +Ġpin point +ĠMat hemat +leg ram +ĠWeek end +Ġlab elled +Ġb art +it les +Ġest rogen +âĢĶâĢĶâĢĶâĢĶâĢĶâĢĶâĢĶâĢĶ âĢĶâĢĶâĢĶâĢĶâĢĶâĢĶâĢĶâĢĶ +" ' +Ġvis ibly +Ġouts ider +aid a +Are a +Ġdisse min +Ġdish onest +ĠCl osed +ĠBullet in +ĠRam sey +sw ord +ĠX I +our ced +S ame +34 6 +ĠRe pe +ĠK ou +c ake +em is +C ache +ĠMe aning +ĠEn light +onom y +Ġmanifest ation +sw orth +J ay +Ġch ore +ö r +D ream +Ġsanction ed +Ġcult urally +ĠA ra +N av +Ġthe ological +Ġstr ut +ĠV O +ĠHand book +Ġconstruct ing +Ġ ¶ +ĠBenef its +ĠPsych ological +s ac +å ¸ +p olicy +ĠMat ters +ĠReport ed +ĠBy te +Ġvit ro +ĠM aiden +Ġl am +ĠJenn ings +Ġgar ment +ĠRut gers +ĠStaff ord +ĠWell ington +Ġinter mitt +Ġn pm +Ġord eal +Ġplug ged +o oming +in ished +fram ework +Ġtim ber +Ġc ass +Ġ8 50 +il ess +ĠRed ux +7 68 +St re +Ġsurpass ed +w hel +Ġparalle ls +Ġve il +ĠG I +ĠR EST +Ġread iness +s ort +Ġmod ifying +ĠSl ate +ru ff +Ġmar ble +Ġinf rared +Ġaud itor +ĠFANT ASY +ĠP overty +ĠS PD +Ġ" ( +K y +RA Y +Ġexecut ions +ĠBever ly +ĠMarx ism +ĠBur st +ĠK ali +est ones +Clear ly +E ll +ãģ § +ĠProceed ings +T oken +IF IC +ñ a +Cent ral +ĠH aley +ĠD rama +Ġform ations +OR N +Book s +Ġdom inating +ĠFly ers +ĠCompan ion +Ġdiscipl ined +ĠYug oslav +ĠSpell s +Ġv engeance +Ġland lords +L en +ĠO gre +ano ia +Ġpier cing +Ġcon greg +Ġscore r +ob ia +Ġnic kel +ĠLear ns +Ġre jo +Ġmaster piece +Fl ash +Ġinhab ited +ĠOpen GL +ĠD ud +ĠI CO +Ġar ter +Ġpl ur +Ġmaster y +Ġlong standing +st ed +Ġw ines +Ġtelev ised +ĠSh rine +ĠBay ern +Ġâ ĵĺ +Ġencl osure +j ohn +Ġprophe ts +ĠRes urrection +ĠOrd ers +Ġun even +r als +Ġd wind +ĠL ah +ĠSl oven +37 8 +Ġins istence +aff le +ĠCl one +Ġhard ship +ĠCongress man +Ġple ad +Ġreview ers +Ġc ured +Ġ19 35 +as ley +f ake +ĠTh inking +yd ia +P ART +ĠD ota +o it +Ġwh ipped +Ġb ouncing +ĠHispan ics +com ings +Ġcann abin +ĠCh ambers +ĠZ ack +Option al +Ġco ats +Ġprow ess +ĠNort on +Ġplain ly +Ġfre ight +Ġinhib ition +Ġcl am +Ġ30 3 +ke f +ale igh +L uke +Ġpsych o +ator ium +M ED +Ġtreat ies +Ġind isc +Ġd c +OP S +Ġresil ient +ĠInter state +Ġsl ack +Ġmund ane +Ġestab lishes +35 9 +Ġstr ained +Ġn ond +S us +Ġcast e +ar ate +ie ving +Ġunfair ly +Ġpars er +on ial +urs ive +V ia +ĠOtt o +ĠAuthor ities +stro ke +K R +ĠMer cy +Ġfurn ished +Ġout set +Ġmet ic +19 82 +olith ic +ĠT ent +og ical +ĠA ircraft +Ġh ides +ĠBec ame +Ġeduc ators +re aching +Ġvol atility +Ġtodd ler +ĠNAS CAR +ĠTw elve +ĠHigh lights +Ġgra pe +Ġspl its +Ġpe asant +Ġre neg +ĠMS I +Tem p +st ars +Ġtre k +ĠHy de +b inding +Ġreal ism +Ġox ide +ĠH os +Ġmount s +Ġbit ing +Ġcollaps ing +Ġpost al +Ġmuse ums +Ġdet ached +Ġrespect ing +Ġmonop ol +Ġwork flow +ĠC ake +Tem plate +ĠOrgan isation +Ġpers istence +36 9 +C oming +B rad +Ġredund ant +ĠG TA +Ġb ending +Ġrev oked +Ġoff ending +Ġfram ing +Ġprint f +Comm un +mem bers +Out side +Ġconst rued +Ġc oded +F ORE +Ġch ast +Ch at +Ind ian +ĠY ard +? !" +ĠP orts +ĠX avier +ĠR ET +' ." +ĠBo at +iv ated +ich t +umer able +D s +ĠDun n +Ġcoff in +Ġsecure ly +ĠRapt ors +ĠB es +Install ation +Ġin ception +ĠHealth y +end ants +Ġpsych ologists +ĠShe ikh +c ultural +ĠBlack Berry +sh ift +F red +oc he +Ġc akes +ĠS EO +ĠG ian +ĠAs ians +og ging +e lement +Ġpund its +ĠV augh +ĠG avin +Ġh itter +Ġdrown ed +Ġch alk +ĠZ ika +Ġmeas les +80 2 +âĢ¦ .. +ĠAW S +] " +Ġdist ort +ĠM ast +Ġantib odies +ĠM ash +Mem ory +ĠUg anda +ĠPro b +Ġvom iting +ĠTurn s +Ġoccup ying +Ġev asion +ĠTher apy +Ġprom o +Ġelect r +Ġblue print +ĠD re +pr iced +ĠDep ot +Ġallev iate +ĠSom ali +m arg +n ine +Ġnostalg ia +ĠShe pherd +Ġcaval ry +Ġtor ped +ĠBlood y +x b +Ġs ank +Ġgo alt +report print +embed reportprint +clone embedreportprint +ĠIn itially +ĠF ischer +Ġnot eworthy +c ern +Ġin efficient +raw download +rawdownload cloneembedreportprint +c ation +ĠD ynasty +l ag +D ES +Ġdistinct ly +ĠEston ia +Ġopen ness +Ġg ossip +ru ck +W idth +ĠIb rahim +Ġpet roleum +Ġav atar +ĠH ed +ath a +ĠHog warts +Ġc aves +67 8 +Ġsafegu ard +ĠM og +iss on +ĠDur ham +sl aught +ĠGrad uate +Ġsub conscious +ĠEx cellent +ĠD um +---- - +Ġp iles +ĠW ORK +ĠG arn +ĠF ol +ĠAT M +Ġavoid s +ĠT ul +Ġble ak +EL Y +iv ist +light ly +P ers +ĠD ob +ĠL S +Ġins anity +Î µ +atal ie +En large +Ġtw ists +Ġfault y +Ġpir acy +Ġimp over +Ġrug ged +ĠF ashion +Ġs ands +' ? +sw ick +Ġn atives +Ġhe n +ĠNo ise +ãĥ Ĺ +Ġg reens +Ġfree zer +Ġd ynasty +ĠFather s +ĠNew ark +Ġarchae ological +Ġo t +ob ar +Ġblock ade +Ġall erg +L V +Ġdeb it +ĠR FC +ĠMil ton +ĠPress ure +Ġwill ingly +Ġdisproportion ate +Ġopp ressive +Ġdiamond s +Ġbelong ings +19 70 +Ġbell s +Ġimperial ism +Ġ2 27 +Ġexpl oding +ĠE clipse +Ġ19 19 +Ġr ant +Ġnom inations +34 7 +Ġpeace fully +ric a +ĠF UCK +Ġvib ration +mal ink +Ġro pes +ĠIv anka +ĠBrew ery +ĠBook er +ĠOw ens +go ers +Serv ices +ĠSn ape +Ġ19 1 +39 5 +Ġ2 99 +just ice +Ġb ri +Ġdisc s +Ġprom inently +Ġvul gar +Ġsk ipping +l ves +Ġtsun ami +37 4 +ĠU rug +ĠE id +rec ated +p hen +Ġfault s +ĠStart ed +9 50 +Ġp i +Ġdetect or +Ġbast ard +Ġvalid ated +Space Engineers +OUR CE +Ġ( ~ +Ġuns ur +Ġaff irmed +Ġfasc ism +Ġres olving +ĠCh avez +ĠC yn +Ġdet ract +L ost +Ġrig ged +Ġhom age +ĠBrun o +55 5 +ec a +Ġpress es +Ġhum our +Ġsp acing +Ġ' / +olk ien +C oun +OP ER +T re +S on +ĠCambod ia +ier re +m ong +o zy +Ġliquid ity +ĠSov iets +ĠFernand o +Ġ2 29 +Ġsl ug +ĠCatal an +elect ric +Ġsc enery +ĠH earth +Ġconst rained +Ġgoal ie +ĠGu idelines +ĠAm mo +ĠPear son +Ġtax ed +Ġfet us +Resp onse +ĠAlex is +th ia +G uy +Ġrecon struct +Ġextrem es +Ġconclud ing +ĠP eg +ook s +Ġded uctions +R ose +Ġground breaking +ĠT arg +ãĥ ģ +ĠRe ve +res ource +Ġmo ons +Ġelectrom agnetic +Ġamid st +ĠVik tor +N ESS +B ACK +Ġcomm ute +ĠAna heim +Ġfluct uations +6 40 +Ġnood les +ĠCop enhagen +ĠT ide +ĠGri zz +ĠS EE +Ġpip elines +Ġsc ars +end o +ag us +ĠE TF +/ # +ĠBec ome +44 8 +Ġvis c +ĠRecomm ended +Ġj umper +Ġcogn ition +Ġassass in +Ġwitness ing +ĠSet up +Ġl ac +v im +IS M +p ages +SS L +35 8 +Ġad ject +indust rial +l ore +cher y +Ġgl itter +Ġc alf +Flor ida +Ġspoil ers +Ġsucceed s +Ġch anting +Ġslog ans +ĠTr acy +Vis it +rol ogy +Ġm ornings +Ġline age +Ġs ip +Ġintense ly +Ġflour ish +ĠSle eping +ĠF em +or por +ĠK lan +ĠDar th +h ack +ĠNi elsen +Ġtum ors +Ġprocure ment +ĠY orkshire +Ġra ided +K Y +An na +Ġ// [ +ĠDis order +ĠMust ang +ĠW en +ĠTry ing +s q +Ġdeliver ies +Ġshut ter +Ġcere bral +Ġbip olar +ĠC N +l ass +j et +Ġdeb ating +> : +Ġe agle +gr ades +ĠD ixon +UG C +M AS +ĠDr aco +ĠMach ines +aff er +Ġem an + ² +pr on +ĠG ym +Ġcompar atively +ĠTrib unal +PR O +Ġle x +Ġfert ile +Ġdep ressing +Ġsuperf icial +ess ential +ĠHun ters +g p +Ġprom inence +L iber +ĠAn cest +ote chnology +Ġm ocking +ĠTra ff +ĸ ļ +Med ium +I raq +Ġpsychiat rist +Quant ity +ĠL ect +Ġno isy +5 20 +G Y +Ġsl apped +ĠM TV +Ġpar a +p ull +Mult iple +as her +Ġn our +ĠSe g +Spe ll +v ous +ord ial +Sen ior +ĠGold berg +ĠPl asma +ne ed +Ġmess enger +ere t +Ġteam ed +Ġliter acy +ĠLe ah +ĠD oyle +Ġem itted +U X +Ġev ade +Ġm aze +Ġwrong ly +ĠL ars +Ġstere otype +Ġpled ges +Ġarom a +ĠM ET +Ġac re +ĠO D +Ġf f +Ġbrew eries +ĠH ilton +und le +ĠK ak +ĠThank fully +ĠCan ucks +in ctions +ĠApp ears +Ġco er +Ġundermin ed +ro vers +And re +Ġbl aze +um ers +Ġfam ine +amp hetamine +ulk an +Am ount +Ġdesper ation +wik ipedia +develop ment +ĠCor inth +uss ia +Jack son +L I +N ative +R s +Oh io +ĠKath leen +F ortunately +Ġattend ant +ĠPre ferred +ĠDid n +ĠV s +M is +Ġrespond ent +Ġb oun +st able +Ġp aved +Ġunex pl +ĠChe ney +L M +ĠC ull +bl own +Ġconfront ing +oc ese +serv ing +W i +ĠLith uania +ann i +Ġst alk +h d +Ġv ener +AP H +ynchron ous +UR R +um ably +hist oric +H alf +H ay +Ġresil ience +spe ction +Ġabandon ing +O bs +ĠDeb bie +Ġgrad ient +ĠPl aint +ĠCan al +AR CH +Ġexpans ive +Ġfun g +Ġb ounced +U nd +Ġprec autions +Ġclar ification +Ġd agger +Ġgri ps +Ġ µ +ĠRiver a +ĠUnd ead +is ites +ĠFIR ST +ñ o +aud i +Ġhost ages +Ġcompl iant +Ġal umni +Se ven +Ġcyber security +e ither +Col lect +Ġinvari ably +ĠS oci +Ġlaw maker +Ġa le +ĠPerson ally +N azi +Ġcustom ization +ĠPro c +ĠSask atchewan +eat uring +Ġsp ared +Ġdiscontin ued +Ġcomput ational +ĠMotor ola +Ġsuprem acist +government al +Ġparad ise +ĠDown ing +ĠNik on +Ġcat alyst +ber ra +Tor onto +8 75 +bet a +ĠMac ron +Ġunreal istic +ve ctor +ĠVeh icles +it iveness +ĠR V +ĠCol bert +s in +o ji +ent in +ĠKr ish +hell o +ff ield +ok y +ĠT ate +Ġmap le +Ġa ids +chem ical +33 4 +n uts +ĠWar p +Ġx x +ĠRob b +umer ous +_- _ +ft ime +ĠV W +Ġw inger +ĠD ome +t ools +ĠP V +ĠGe orgetown +Ġg eared +Ġjihad ists +Ġc p +Ġster oids +M other +cler osis +ĠDR M +nes ia +Ġl inger +Ġimm ersive +ĠC OUN +Ġoutwe igh +ens ual +B and +Ġtransform s +mat ched +ps ons +ĠJud icial +f actor +Ġrefer ral +Ġodd ly +ĠW enger +B ring +ĠB ows +60 2 +IC LE +Ġl ions +ĠAcad emic +ĠTh orn +ĠRa ider +kef eller +St orage +L ower +ĠOr t +ĠEqu ality +AL T +ĠS OC +T ypes +Ġl yn +ĠAss et +co at +TP P +C VE +ĠPione er +app lication +Mod ern +ĠH K +En vironment +Al right +R ain +IP P +ĠShi ite +Ġm ound +ĠAb ilities +cond ition +St aff +Ġcompet ence +ĠM oor +ĠDi ablo +Ġwith held +Ġost ensibly +ĠB rom +Ġms g +Ġden omin +ĠRef erences +ĠF P +Ġplun ged +Ġp amph +m oving +cent ral +Ġdown right +Ġf ading +T al +T yp +ĠTh y +uk es +it he +Ġo ve +Ġbatt led +Ġseaf ood +Ġfig ur +ĠR D +c rop +Ġsqu ads +{ \ +à ¹ +ĠE h +Ġinterview ing +ĠQ in +Ġas piring +PL IC +Ġcla uses +ĠG ast +ĠN ir +Ġl uggage +Ġh ose +Ġsystem d +Ġdesc ending +ĠRev ised +ĠR ails +al ign +70 9 +33 7 +Ġf ug +charg ing +t ags +Ġut er +k ish +WAR NING +49 0 +prof its +Ġvoy age +Ġa ce +ĠV anguard +ĠT anks +ĠM uk +Ġ2 26 +S afe +Ar mor +Ġvolcan ic +Ġwom b +ĠM IL +Ġbegin ner +ĠRec ogn +ĠA AP +PL AY +) ! +Ġdetect ing +c n +Ġbre aches +Bas ically +ĠP ag +ĠMunicip al +ĠInd ie +ĠL af +ĠDis able +ĠOl son +Ġrest rained +Ġrul ings +Ġhum ane +ev ents +ĠCinem a +display Text +ĠH atch +action Date +onna issance +Ġassault ing +ĠL ug +CH AT +Ġvig orous +ĠPer se +Ġintoler ance +ĠSnap chat +ĠSh arks +Ġd ummy +ĠDi agn +ĠGu itar +im eters +40 3 +RE G +A x +Ġsepar ates +ĠMah m +Ġt v +j ah +O OL +C irc +ĠWinds or +uss ian +Ġintu ition +Ġdis dain +ĠDon ovan +Ġ2 21 +E mb +Ġcondem ning +Ġgener osity +zz y +Ġpant ies +ĠPre vent +Action Code +AN A +34 2 +external ActionCode +Ġspec ifying +Ġcryst all +J ere +Ġru pt +ĠApp rentice +Ġprof iling +Ð º +St rike +Ġsid eline +Ġoblig ated +Ġocc ult +Ġbureaucr atic +ant ically +rupt ed +neg ative +ĠEthiop ia +ĠC ivic +Ġins iders +el igible +ĠTV s +ĠB AR +ĠT I +i ologist +ĠA IR +Ġsubstit uted +Ar ab +ĠS aul +ĠY og +p rem +Ġbuild ers +Ġstation ary +Ġdoubt ful +Ġvig orously +Ġthr illing +Ph ysical +ĠCare y +ĠHyd ra +geon ing +ĠS ly +y ton +Ġborrow ers +ĠPark inson +Ġ ë +ĠJama ica +Ġsat ir +Ġinsurg ents +ĠF irm +Ġis ot +ĠK arn +our ning +ak ens +doc s +l ittle +ĠMon aco +CL ASS +Tur key +L y +ĠCon an +ass ic +Ġstar red +ĠPac ers +et ies +Ġt ipping +M oon +ĠR w +s ame +Ġcav ity +Ġgo of +ĠZ o +Sh ock +um mer +Ġemphas izes +Ġreg rett +Ġnovel ty +Ġen vy +ĠPass ive +r w +50 5 +Ġind ifferent +ĠR ica +ĠHim self +ĠFred die +Ġad ip +ä¸ Ģ +Ġbreak out +Ġhur ried +ĠHu ang +ĠD isk +Ġro aming +?????- ?????- +U V +ĠRick y +ĠS igma +Ġmarginal ized +Ġed its +Ġ30 4 +mem ory +Ġspec imen +29 3 +ãģ ¯ +Ġvert ically +Ġaud ition +ĠHe ck +Ġc aster +ĠHold ings +ad al +ĠC ron +ĠL iam +Ġdef lect +P ick +ĠDeb ug +RE F +Ġvers atility +ot hes +class ified +ĠMah ar +ĠH ort +C ounter +st asy +not iced +33 1 +ĠSh im +f uck +ĠB ie +Ġair ing +ĠPro tein +ĠHold ing +Ġspect ators +ili ated +ĠThat cher +n osis +ãĥ¼ ãĥ³ +Te le +B oston +ĠTem pl +st ay +Ġdecl arations +47 9 +Vol ume +ĠDesign er +ĠOver watch +id ae +Ġon wards +Ġn ets +ĠMan ila +part icularly +Ġpolit ic +o other +Ġport raits +Ġpave ment +c ffff +Ġs aints +Ġbegin ners +ES PN +Ġshort comings +âķIJ âķIJ +Ġcom et +ĠOrgan ic +qu el +Ġhospital ized +Bre ak +Ġpe el +dyl ib +asp x +ur ances +ĠT IM +P g +Ġread able +ĠMal ik +Ġm uzzle +Ġbench marks +d al +ĠV acc +ĠH icks +60 9 +ĠB iblical +he ng +Ġover load +ĠCivil ization +Ġimm oral +Ġf ries +ãĤ Ĵ +Ġreprodu ced +Ġform ulation +j ug +ire z +g ear +Ġco ached +Mp Server +ĠS J +ĠK w +In it +d eal +ĠO ro +ĠL oki +ĠSong s +Ġ23 2 +ĠLou ise +asion ally +Ġunc ond +olly wood +Ġprogress ives +ĠEn ough +ĠDo e +Ġwreck age +Ġbr ushed +ĠBase Type +Ġz oning +ish able +het ically +ĠC aucus +ĠH ue +Ġk arma +ĠSport ing +Ġtrad er +Ġseem ing +ĠCapt ure +4 30 +b ish +Ġt unes +Ġindo ors +ĠSp here +ĠD ancing +TER N +Ġno b +ĠG ST +m aps +Ġpe ppers +F it +Ġoverse es +ĠRabb i +ĠR uler +vert ising +off ice +xx x +Ġra ft +Ch anged +Ġtext books +L inks +ĠO mn +ãĢ ij +Ġinconven ience +ĠDon etsk += ~ +Ġimplicit ly +Ġboost s +ĠB ones +ĠBo om +Cour tesy +Ġsens ational +AN Y +Ġgre edy +ed en +Ġinex per +ĠL er +ĠV ale +Ġtight en +ĠE AR +ĠN um +Ġancest or +S ent +ĠH orde +urg ical +all ah +Ġsa p +amb a +ĠSp read +tw itch +Ġgrand son +Ġfract ure +Ġmoder ator +ĠSe venth +ĠRe verse +Ġestim ation +Cho ose +Ġpar ach +Ġbar ric +ãĢ IJ +Ġcomp ass +Ġall ergic +âĢ ķ +OT HER +err illa +Ġw agon +Ġz inc +Ġrub bed +ĠFull er +ĠLuxem bourg +ĠHoo ver +Ġli ar +ĠEven ing +ĠCob b +est eem +Ġselect or +ĠB rawl +is ance +ĠE k +Ġtro op +Ġg uts +ĠApp eal +ĠTibet an +Ġrout ines +ĠM ent +Ġsummar ized +steam apps +Ġtr anqu +Ġ19 29 +or an +ĠAut hent +Ġg maxwell +Ġappre hens +Ġpo ems +Ġsa usage +ĠWeb ster +ur us +Ġthem ed +Ġl ounge +Ġcharg er +Sp oiler +Ġsp illed +h og +ĠSu nder +ĠA in +ĠAng ry +Ġdis qual +ĠFrequ ency +ĠEther net +Ġhel per +Per cent +Ġhorr ifying +Ġa il +ĠAll an +EE E +ĠCross ing +44 9 +Ġh olog +ĠPuzz les +ĠGo es +eren n +60 4 +ãģ ı +ĠRaf ael +Ġatt en +ĠE manuel +Ġup ro +ĠSus p +P sych +ĠTr ainer +ĠN ES +ĠHun ts +bec ue +Ġcounsel or +R ule +Ġtox ins +Ġb anners +r ifice +Ġgreet ing +Ġfren zy +Ġall ocate +Ġ* ) +ex pr +50 3 +ĠCh ick +ĠT orn +Ġconsolid ation +ĠF letcher +sw itch +fr ac +cl ips +ĠMcK in +ĠLun ar +Mon th +IT CH +Ġscholar ly +rap ed +39 8 +Ġ19 10 +Ġe greg +Ġin secure +Ġvict orious +cffff cc +Ġsing led +Ġel ves +ĠW ond +bur st +Ġcam oufl +ĠBL ACK +Ġcondition ed +ç ī +ans wered +Ġcompuls ory +asc ist +Ġpodcast s +ĠFrank furt +bn b +Ġne oliberal +ĠKey board +ĠBel le +w arm +Ġtrust s +Ġins ured +ĠBu cc +us able +60 7 +ĠPl ains +Ġ18 90 +Ġsabot age +Ġlod ged +f elt +Ġg a +ĠN arc +ĠSal em +Ġsevent y +ĠBl ank +p ocket +Ġwhis per +Ġm ating +om ics +ĠSal man +ĠK ad +Ġan gered +Ġcoll isions +Ġextraord inarily +Ġcoerc ion +G host +b irds +è Ģ +k ok +Ġper missible +avor able +Ġpo inters +Ġdiss ip +ac i +Ġtheat rical +ĠCos mic +Ġforget ting +Ġfinal ized +å¤ § +y out +l ibrary +Ġbo oming +ĠBel ieve +ĠTe acher +ĠL iv +ĠGOOD MAN +ĠDomin ican +OR ED +ĠPart ies +Ġprecip itation +ĠSl ot +R oy +ĠComb ined +Ġinteg rating +Ġch rome +Ġintest inal +ĠRe bell +Ġmatch ups +Ġblock buster +ĠLore n +ĠLe vy +Ġpre aching +ĠS ending +ĠPur pose +ra x +f if +Ġauthor itative +ĠP ET +ast ical +Ġdish on +Ġchat ting +Ġ"$ :/ +Connect ion +Ġrecre ate +Ġdel inqu +Ġbro th +ĠD irty +ĠAd min +z man +Ġscholars hips +Ġ25 3 +cont act +als a +7 67 +c reen +abb age +Ġ19 15 +Ġbl ended +Ġal armed +L anguage +35 6 +Ġbl ends +ĠCh anged +W olf +Ġhe pat +Creat ing +Ġper secut +Ġsweet ness +art e +Ġforfe iture +ĠRober to +im pro +N FL +ĠMag net +Det ailed +Ġinsign ificant +ĠPOL IT +ĠBB Q +ĠC PS +Ġse aw +amin er +m L +end if +f inals +Ġ26 5 +u ish +Ġ} ) +ĠPro blems +Ġem blem +Ġserious ness +Ġpars ing +Ġsubst itution +Ġpress ured +Ġrecy cled +ale b +Rub y +Ġprof iciency +Dri ver +ĠW ester +: ' +AF TA +Ġm antle +ĠClay ton +fl ag +Ġpractition er +c overed +ĠSt ruct +add afi +4 25 +ĠTown ship +ĠHyd ro +Lou is +34 3 +Ġcond o +ĠT ao +Ġutil ization +Ġnause a +ĠDem s +rid ges +p ause +Ġform ulas +Ġchall enger +37 6 +Ġdefect ive +ĠRail way +ĠPub Med +Ġyog urt +l bs +ĠNor folk +OP E +ĠMood y +Ġdistribut or +Ġscroll s +Ġextract s +St an +Ġv iability +Ġexp oses +Ġstar vation +ĠStep s +ĠD odd +f ew +ST D +33 2 +Ġclos ures +Ġcomplement ary +ĠS asha +ump y +Ġmon et +Ġartic ulate +ĠDo ct +k iller +Ġsc rim +Ġ2 64 +Ġprost itutes +Ġse vered +Ġattach ments +Ġcool ed +L ev +ĠF alk +f ail +Ġpolic eman +ĠD ag +Ġpray ed +ĠK ernel +Ġcl ut +Ġc ath +Ġan omaly +St orm +em aker +ĠBreak fast +ul i +o ire +J J +h z +Oper ation +ĠS ick +35 4 +ĠGuatem ala +R ate +Ġexp osures +f aces +ĠArch ae +ra f +ĠM ia +Ġ20 25 +Ġop aque +Ġdisgu ised +ĠHead quarters +S ah +Ġp ots +9 78 +ĠM alf +Ġfrown ed +Ġpoison ous +ĠCon vers +ee ks +Ġcr ab +." " +Ġtre ason +Ġr anc +Ġescal ating +Ġwar r +Ġmob s +Ġl amps +ĠSun shine +ĠBrun swick +Ph ones +Ġspe lled +ĠSk ip +Ġ20 50 +Ġ19 11 +ĠPl uto +ĠAm end +Ġme ats +38 7 +Ġst omp +ĠZh ou +ĠLevi athan +ĠHaz ard +ad v +ĠOr well +Ġal oud +Ġb umper +ĠAn arch +ub untu +ĠSer ious +f itting +ĠOption al +ĠCec il +RE AM +Ġser otonin +Ġcultiv ate +ag ogue +} \ +Ġmos ques +ĠSun ny +Ġre active +rev olution +ĠL up +ĠFed ora +Ġdefense man +ĠV ID +ist ine +Ġdrown ing +ĠBroad casting +Ġthr iller +ĠS cy +Ġacceler ating +Ġdirect s +od ied +b ike +d uration +Ġpain fully +R edd +Ġproduct ions +Ġg ag +Ġwh ist +Ġs ock +Ġinf initely +ĠConc ern +ĠCit adel +Ġlie u +Ġcand les +ogene ous +arg er +Ġheaven ly +inflamm atory +Per formance +C s +ruct ose +az aki +Ġp essim +Ġinf erence +Ġpow d +ĠZ oe +Ġpain ts +Ġd azz +pt a +-------- --- +Ġins pir +ĠExper imental +ĠKn ife +reg or +b ors +Ġshow ers +rom eda +Ġs aint +Ġben ign +ĠJ iang +Ġenvision ed +Ġsh roud +IF T +H O +Ġsh uff +ĠI CC +Ġse greg +Ġrevis it +ighth ouse +L i +Ġsub strate +ĠSe as +ĠRew ard +ĠH ep +ĠBr ass +s bm +Ġelim inates +Ġst amina +ĠV AT +ĠLo an +Ġconst raint +Ġappropri ated +Ġp es +ĠA LE +r anging +Ġ40 4 +39 2 +Ġintellectual s +ach u +Ġrestruct uring +ĠLe vin +Ġrun es +Ġdelight ful +Ġcarbohyd rates +ĠMod els +ĠExp o +Ġtransport ing +all oc +Ġring ing +S amsung +Ġscarce ly +ĠURL s +ĠM AS +Ġprot otypes +Ġnarr ator +ĠCPU s +cd n +ĠBart on +Ġdecided ly +ĠSh u +ix ir +oc ious +ĠMy st +N intendo +Ġre use +Ġforg iven +F ew +in ical +n at +Ġseam less +ĠEv a +ĠE VE +ĠJ O +land ers +Ġso fter +neg ie +Ġtrans ient +Ġorb ital +Ġfulf il +ĠK om +Hop efully +Ġdynam ically +ĠHun ger +å Ľ +ĠArmen ia +el man +ber to +Ġp ige +ĠID s +lim it +Ġve ins +Ġso aring +p acks +Gold en +ĠCr ab +ist or +ĠR PM +Ġ$ $ +g ression +Ġjihad ist +Ġgam ble +Ġcare g +Ġinf lated +F ace +ĠFire arms +ĠEm manuel +â Ŀ +Ġsh ocks +gr ab +Ġspl end +ĠHP V +ab ortion +Ab ove +Ent ity +play ers +Ġcomm enced +ul ence +Ġfulfill ment +Ġembod iments +ĠW elfare +Ġha il +Ġ< @ +tt en +Ġcat cher +ĠJ azeera +Ġvolcan o +Ġstabil ize +ĠHand ler +Ġintens ified +ĠAb rams +Ġhum iliation +p aced +60 5 +ĠCent OS +Spe cific +Ġhe ed +ĠC AM +ĠGal ile +D ie +Ġabol ished +ĠThom son +ĠTe achers +ĠW ass +j ong +ĠIS BN +ĠAll ies +sh ake +å · +v ict +How ard +Ġde em +Ġexceed ingly +ĠSmart stocks +ib e +Ġdoor way +Ġcompet ed +ig mat +Ġnational ists +Ġg room +ĠKe en +Ġdispos able +de cl +ĠT olkien +ĠSche me +Ġb iod +Ġav id +ĠEl on +ag ar +ĠT SA +R oman +Ġartific ially +Ġadvis ors +X L +ĠInf erno +36 6 +Ġted ious +ĠPhot ography +ĠCar rie +Ġtro pe +ĠSand ra +Ġdec imal +Que en +ĠGund am +ĠO M +ote ch +N BA +Ġ19 32 +Ġent renched +ĠMar ion +Ġfr aternity +Lab our +Hen ry +Ġlat itude +E ither +Ġenh ances +ĠPot ential +Ġsh ines +id ad +Ġbread th +Ġcapac ities +ĠðŁ ĻĤ +ĠBron x +Ġsex es +Ġdifferent iation +Ġheavy weight +ĠT aj +d ra +Ġmigr ate +Ġexhaust ion +ĠR UN +els ius +ĠCu omo +Ġgu itars +Ġcl ones +ĠSom ew +ĠP ry +------------ - +Ġwarr anted +cy cles +Ġsalv age +Ġdis ks +R ANT +ĠNGO s +ĠMart ian +":[ {" +Ġadd icts +oj ure +il let +Ġamazing ly +art ments +p ixel +ĠGPU s +Lay out +è £ +ĠTam il +ĠBas il +Ġimpart ial +ĠSt ructure +f ork +b ryce +Ġr idge +ĠHamb urg +ri ous +Ġbl itz +cig arettes +Ġcan ned +40 2 +Ġiron ically +Ġcompassion ate +ĠHaw kins +. # +ĠCat hedral +Ġrall ied +in ternal +Ġqu ota +st akes +T EXT +m om +Ġcomple tes +Ġ23 8 +Ġsh rug +ãĥ ij +ĠN inth +Ġrev ise +ĠProv ider +Ġtre acher +Ġqu asi +ĠPR ES +Ġdep osition +Ġconfidential ity +iss ors +Ġim balance +Ġspan ning +Ġang ular +ĠC ul +commun ication +ĠNor a +ĠGen ius +op ter +Ġs acked +Sp ot +Ġfine ly +ĠCH R +28 2 +w aves +Pal est +ĠRo hing +N L +è ¿ +Ġsh itty +ĠSc alia +4 75 +Pro gress +Ġreferen cing +Ġclass rooms +ab ee +Ġs od +hes ion +70 8 +ĠZucker berg +ĠFin ish +ĠScot ia +ĠSav ior +ĠInstall ation +an tha +( - +Ġ30 2 +ĠP unk +Ġcr ater +yout u +Ġro ast +Ġinflu encing +Ġd up +ĠJ R +ĠG rav +Ġstat ure +Ġbath rooms +A side +W iki +me an +ĠZ ak +ĠOn es +ĠN ath +Ġhyper t +Ġcommence ment +C ivil +Ġmoder ately +Ġdistribut ors +Ġbreast feeding +Ġ9 80 +ĠS ik +ĠC ig +ĠAM ER +R IP +ĠCare er +ust ing +Ġmess ed +Ġe h +ĠJ ensen +/ $ +Ġblack mail +Ġconvers ions +Ġscientific ally +Ġmant ra +p aying +Ġiv ory +ĠCour ts +OU GH +aunt let +Ser ial +B row +ĠH undreds +3 23 +Ġpe e +Ġlin ux +Ġsub mer +ĠPrinc ipal +48 5 +ĠD SL +ĠCous ins +Ġdoctr ines +ĠAthlet ics +Ġ3 15 +ĠK arma +Ġatt ent +ur ger +Ġpresc ribe +Ġenc aps +ĠC ame +Ġsecret ive +ĠCr imes +d n +C lean +ĠEgypt ians +ĠCar penter +Ġ ll +H um +ĠMil o +Ġcapital ists +Ġbrief ed +T we +ĠBas in +elve t +M os +Ġplun ge +ĠKa iser +ĠFu j +ill in +Ġsafegu ards +Ġo ste +ĠOpportun ity +ĠM afia +ĠCall ing +ap a +ur ban +br ush +ill ard +c é +int elligence +ĠL ob +ĠDru id +Ġsm oother +Ġfoot ing +Ġmotor ists +arc ity +Ġmascul inity +Ġm ism +Ġabdom inal +ĠTa vern +ĠR oh +Ġesc apes +s igned +Anth ony +Ġsacrific ing +Ġintim acy +Ġan terior +ĠK od +Ġmot if +Ġg raz +Ġvisual ization +Ġguitar ist +ĠTro tsky +m agic +D ar +ĠMor i +Ġw ards +Ġtoile ts +l est +Ġtele port +ĠSund ays +ĠPl at +ET S +Ġe Sports +Pat rick +ĠK atherine +en ko +Ġhas sle +ĠM ick +gg les +Ġh ob +aint ain +Ġair borne +Ġsp ans +Ġch ili +Ġa perture +Ġvolunte ered +ĠInc ident +ĠF res +ĠVeter an +augh tered +ing o +Ġun insured +CL OSE +Ġf use +Ġer otic +Ġadvert ise +ra ising +Text ure +Ġatt ends +ĠRE AL +udd led +Ġsm oot +Ġ30 5 +ĠWill is +Ġbl ond +An alysis +ĠV T +on ica +Ġstrongh old +R F +N M +. >> +Ġprosper ous +Ġbo asted +29 2 +ĠManufact uring +PR ESS +g ren +Ġpharm acy +ĠRoc kefeller +k ai +Ġth umbs +ĠH ut +Ġmother board +Ġguard ians +ĠAl ter +ll ular +Ġsh ack +Ġwise ly +Ġback bone +erv a +Ġsu icides +ĠMcG regor +ij ah +E mer +ĠB rav +Ġdesign ate +P OST +produ ced +Ġcleans ing +irl wind +ex istent +ĠHum ph +ĠPay ne +Ġv ested +Å ¡ +Ġstring ent +ion a +Ġuns ub +Ġsum med +ĠHer cules +sub ject +ĠR agnar +ĠN os +Ġcharacter ization +Ġsav vy +ĠDaw son +ĠCas ino +Ġf ri +ĠBar rier +Ġmis information +Ġins ulation +Ġcorrid ors +Ġair planes +ĠNo ct +ah i +Ġ19 16 +k b +arm ac +Ġsh un +Ġsche ma +Ġhorr ified +Ġ23 9 +aund ers +N B +i ates +er ity +ĠSh ard +Ġr arity +Ġgroup ed +ĠGh ana +again st +ĠBi ological +ĠA ware +ow ell +Ï Ħ +ĠBe au +sh aw +H ack +ĠJul ius +US S +ol son +aun a +c ru +ĠMaur ice +ĠI k +Ġsequ encing +Ġradical s +Ġ( ?, +v irtual +Ġany ways +Ġreper c +Ġhand lers +Ġhes itant +é ĥ +ĠM F +ple mentation +ass ociated +Ġcampaign ed +ĠY ue +ut ations +ĠY oga +Ġsim mer +Ġro ds +Ġmel ody +Ġconv oy +v ideos +Ġscreen ed +N eg +ochem ical +Ġ( )) +Ġultr as +Ġant ip +ĠIsland ers +70 4 +Ġfet ish +Ġridic ulously +ĠK art +Ġmitochond rial +Ġinterf ering +Build er +Ġover fl +Ġac ne +ĠM ud +ĠK err +f lex +ĠPost al +ĠBalt ic +47 7 +ĠPers ons +our age +H B +ĠM use +ĠImm ortal +ĠDri ving +Ġpet itions +Ġsubsc ript +Ġs orce +ĠProcess or +ut on +S ony +Ġph on +Ġr aced +ĠAnth rop +Ġday time +ĠEx ercise +Add ing +Ġeng ages +ĠQual comm +Ġmir acles +Ġmem es +ĠDr ink +ĠOri oles +Ġhair s +ĠPol ar +ath om +Ġsl ippery +ĠR emy +Ġcar amel +ĠY EAR +Ġal k +I gn +a ution +ĠMer lin +ĠC ran +Ġap ologies +Ġ4 10 +Ġout ing +ĠMem ories +app ointed +Ġcount ered +u ld +pos ing +Ġfire wall +ĠW ast +ĠW et +work ed +se ller +Ġrepe aled +ere o +ass uming +BL IC +m ite +ĠCEO s +ĠChap el +ellig ent +________________ ________ +D og +Ġw art +Ġsubsc riber +s ports +Ġbe gged +ĠM V +Ġsem if +eth ical +Ġpre ach +Ġrev ital +Ġpun itive +Ġshort cuts +Ġinstit uted +ĠWars aw +Ġabdom en +ĠK ING +Ġsuper intendent +Ġf ry +ĠGe o +T OR +Ġcontrad ictions +apt ic +Ġlandsc apes +b ugs +Ġcl ust +Ġvol ley +c ribed +Ġt andem +Ġrob es +WH AT +Ġpromot er +Ġel oqu +review ed +ĠD K +ĠPl ato +Ġf ps +T ank +ĠDer rick +Ġpriorit ize +as per +ĠHond uras +ĠCom pleted +ne c +Ġm og +n ir +ĠMay o +DE F +st all +in ness +ĠVolks wagen +Ġprec aution +ĠM ell +i ak +ist ries +Ġ24 8 +Ġoverl apping +Sen ate +ĠEnh ance +res y +rac ial +OR TS +ĠM ormons +Str ong +ĠCo ch +Mex ico +ĠMad uro +Ġj ars +Ġcan e +W ik +oll a +iff erence +Ġphysic ist +ĠMag gie +Ġ28 5 +Ġdep iction +ĠMcL aren +J u +Ġsl ows +Ġcommission ers +ĠWill ow +ĠExpl os +hov ah +Ġtechn ician +Ġhom icides +ĠFl av +ĠTr uman +Ġ100 00 +u ctor +Ġsh ader +News letter +45 7 +Ġre ver +Ġhard ened +Ġwhere abouts +Ġrede velop +Ġcar bs +Ġtra vers +Ġsqu irrel +Ġfoll ower +Ġs ings +50 8 +Ġrabb its +emon ium +Ġdocument ing +Ġmisunder stood +) ' +R ick +gg ies +Ġprem ie +Ġsk ating +Ġpass ports +Ġf ists +aged don +H aw +AC P +0 80 +ĠThough ts +ĠCarl son +Ġpriest hood +h ua +Ġdun geons +ĠLo ans +Ġant is +Ġfamiliar ity +ĠS abb +op al +ĠIn k +st rike +Ġc ram +Ġlegal ized +Ġcu isine +Ġfib re +Tra vel +ĠMon ument +OD Y +eth y +Ġinter state +ĠP UR +em porary +ĠArab ian +develop ed +Ġsadd le +Ġg ithub +ĠOff er +ĠIS P +ro let +ĠSUP ER +ĠDen is +Ġmultipl ier +Ġstir red +Interest ingly +Ġcustom ary +Ġbill ed +he x +Ġmultipl ied +Ġfl ipping +ĠCros by +Ġfundament als +ia e +ĠPlay ed +ĠAt om +am azon +ĠFl am +ee z +activ ated +Ġtables poon +Ġliberal ism +ĠPal in +ĠP atel +N um +ĠT AM +Ġs urn +ĠRel oaded +Ġco ined +" ], +ĠCl ash +ĠAg u +Ġprag matic +ĠActiv ate +Ġ8 02 +Ġtrail ers +Ġsil hou +Ġprob es +Ġcirc us +ĠB ain +ĠLind say +ĠAb bey +Del ivery +Ġconcess ion +Ġgast ro +ĠSpr ite +Ä Ł +and el +Ġg imm +Ġaut obi +ĠT urtle +Ġwonder fully +ĠHar am +ĠWorld wide +ĠHand le +Ġtheor ists +Ġsle ek +ĠZh u +ograph ically +EG A +ĠOwn ers +ath s +ĠAntar ctic +n atal +=" " +fl ags +`` `` +Ġs ul +K h +Ġpot assium +Ġlinem an +Ġcere al +ĠSe asons +Ġ20 22 +Ġmat hematic +Ġastron omers +prof essional +Ġf ares +cknow led +Ġch i +Ġyoung sters +Ġmistaken ly +Ġhem isphere +ĠDiv inity +r one +Ġ" , +r ings +Ġattract s +v ana +å ¹ +C AP +Ġplay list +Ġpor ch +ãģ £ +Ġincorpor ates +Ġso ak +Ġassert ing +ĠTerror ism +ĠP ablo +J a +ces ter +Ġfear ing +ĠPr ayer +Ġescal ated +G W +Ġro be +ĠBright on +ac ists +ĠSym phony +ĠDwar f +ĠPar ade +ĠLe go +Ġinex pl +Ġl ords +le af +RA G +l iber +Ġcig ars +ĠJe hovah +60 6 +WIND OWS +ĠLiber ia +eb us +He avy +Ġl ubric +ĠR W +angu ages +Ġnarrow ed +com puter +ĠE mber +Ġmurder ing +Ġdown stream +ĠT uls +ĠT ables +Top ic +ĠAcc uracy += / +l ost +ĠRe i +Ġprogress es +b ear +Ġestablish ments +Just in +ĠPe ach +ĠG omez +å ¿ +ĠTri angle +Id ent +ĠH ive +Res ources +Ġmix es +ĠAss uming +M u +Ġhyp oc +Ġs ane +ĠW an +id ious +Su ccess +Ġ io +Ang el +Ġdanger ously +ĠCreat ure +W ORK +: [ +ĠKat rina +List ener +M iller +ĠId lib +h ang +Ġcircum vent +h ref +Ġcel estial +ĠWe eks +ĠP ug +ĠDal ton +Ġsubpoen a +uk u +Ġpers isted +pe i +old ing +ĠDoc uments +ĠH ast +ĠC ENT +Ġprim er +Ġsyn onymous +Ġn ib +om bs +Ġnot ation +ĠD ish +ĠAt mosp +Ġforb id +ĠAN G +pat tern +l os +Ġproject iles +b rown +." , +ĠVen om +Ġfierce ly +ub lished +ĠU ran +ĠNic arag +4 10 +ĠC AL +OT OS +ĠMir acle +ĠEn chant +Ġguard ing +app end +Att ach +Ġlevel ed +Ġcond oms +ih ilation +64 9 +Ġnight mares +ĠTHE Y +ĠST ART +ĠK inn +Ġroomm ate +Ġhy giene +o pping +J ob +Ġl vl +ĠV ER +ĠKe eping +ab etic +Ġformat ting +eral a +Ġrev isions +Ġres urg +T el +ĠGood man +35 3 +p od +Ġind isp +ĠTrans lation +Ġg own +ĠM und +Ġc is +Ġby stand +col lect +ĠPun jab +act ively +ĠG amb +te ll +Ġimport ing +g encies +Ġloc om +ĠBr ill +H oly +ĠBer ger +Ġshow down +Ġrespond ers +IL Y +Ġt akedown +le ted +Ġmat tered +Ġpredict ive +Ġover lay +G PU +ĠV ick +Ġconvey ed +T ab +pe er +Sc an +Ġdefensive ly +v ae +Ġappro ving +Ġt iers +ĠV ia +quer ade +ĠSaud is +Ġdemol ished +ĠProp he +Ġmon o +Ġhospital ity +H AM +ĠAri el +M OD +ĠTor ah +Ġbl ah +ĠBel arus +erent ial +ĠT uc +Ġbank er +39 7 +Ġmosqu it +ĠScient ist +ĠMus ical +Ġh ust +Sh ift +Ġtor ment +Ġstand off +E duc +ĠF og +Ġampl ifier +Sh ape +Inst ance +ĠCrit ics +Ġda emon +H ouston +Ġmatt ress +ĠID F +Ġobsc ene +ĠA mer +hett i +Ġcomp iling +35 2 +vere tt +ĠRed uction +ist ration +ĠBl essed +ĠB achelor +3 16 +Ġpr ank +ĠVul can +dd ing +Ġm ourning +ĠQu int +ĠBl aster +test ing +Ġsed iment +>> > +ĠE ternity +ĠWH ERE +ĠM aze +Ġreact ing +ĠAl v +oms day +ĠC RA +Ġtransl ator +Ġbog us +at u +We bsite +oll s +Ġbapt ism +Ġs ibling +ĠAut umn +ve z +ãģ® é +gu ards +Ge org +assad ors +ĠFre ud +Ġcontin ents +ĠReg istry +Bern ie +ĸļ 士 +Ġtoler ant +ĠU W +Ġhor ribly +99 5 +ĠMID I +Ġimpat ient +oc ado +er i +ĠWor st +ĠNor ris +ĠTalk ing +Ġdef ends +ens able +Ġ20 21 +Ġanat omy +L ew +Ġdraw er +ĠCan berra +Ġpatri otic +é¾įå ĸļ士 +ĠAv g +AR M +Ġundis closed +Ġfare well +45 9 +b able +ĠAll ison +OL OG +Ġcon co +t ight +ĠAC PI +ĠM ines +l ich +ĠâĶ ľ +represent ed +200 000 +Ġenthusi ast +OT S +b il +ĠIng redients +Ġinvent or +ĠMy SQL +³³ Âł +ĠAB OUT +with in +Ġm k +B ul +ĠF ake +Ġdracon ian +W a +hel m +ĠTer ran +erv ille +Ġcommon place +SI ZE +Ġ" < +re place +ograph s +ĠSE LECT +inc ible +ĠMost ly +ĠShe ffield +ĠID E +ugg le +Ġcit ations +h urst +ĠUn ix +Ġunle ash +ĠP iper +ĠN ano +Ġsucc umb +Ġreluct ance +Ġ25 00 +ĠMer chant +Ġwire t +Ġcomb os +ĠBirth day +Ġchar coal +ĠU PS +ĠFair fax +Ġdrive way +ĠT ek +ĠP itch +ove re +Ġtechn icians +ĠAct ual +fl ation +ĠF iscal +ĠEm pty +an amo +Ġmag nesium +Ġsl ut +Ġgrow ers +Invest igators +( ): +ĠS atellite +ĠKe ynes +miss ive +l ane +Ġb orough +3 44 +ĠTE AM +ĠBet hesda +C V +h ower +ĠR AD +Ġch ant +ĠR iy +Ġcompos itions +Ġmild ly +Ġmedd ling +Ġag ility +ane ers +5 01 +Ġsyn th +ling er +29 1 +Ġex claimed +Part y +Ġcont amin +ĠMan or +ĠResp ond +Ġpra ising +Ġman ners +fle et +Sum mer +ĠLy nd +ĠDef initely +gr im +Ġbow ling +st ri +ç Ľ +y nt +Ġmand ates +D IV +Ġreconc ile +view s +ĠDam on +vet te +F lo +ĠGreat est +il on +ic ia +Ġportray al +Ġcush ion +50 4 +19 79 +oss al +App lic +sc ription +Ġmit igation +AT S +p ac +Ġer ased +Ġdefic iencies +ĠHolland e +ĠX u +Ġb red +Ġpregn ancies +f emin +Ġem ph +Ġpl anners +Ġout per +utter ing +Ġperpet rator +Ġm otto +ĠEll ison +ĠNE VER +Ġadmitted ly +AR I +ĠAzerbai jan +Ġmill isec +Ġcombust ion +ĠBott le +ĠL und +ĠP s +ĠD ress +Ġfabric ated +Ġbat tered +Ġs idel +ĠNot ting +Fore ign +ĠJer ome +0 20 +ĠAr bit +Ġkn ots +ĠR IGHT +M oving +ãģ Ļ +Ġsur geries +Ġcour thouse +Ġm astered +Ġhover ing +ĠBr an +ĠAl ison +Ġsaf est +m ilitary +Ġbull ied +Ġbar rage +Read er +ES E +ĠGe ographic +T ools +3 14 +ĠGe ek +ro th +gl ers +ĠF IN +Ï ģ +ĠA ston +al tern +48 8 +Ġveter in +G amer +Ġint el +ren ches +Sh ield +Ġam nesty +ĠB har +Ġp iled +Ġhonor able +ĠInst itutes +Ġso aked +Ġcom a +ĠE FF +34 1 +by tes +ĠG mail +le in +ĠCanad iens +m aterial +I l +Ġinstruct ors +ĠK Y +Ġconce ive +ub b +ĠP ossible +Ġeas ing +ĠChrist ina +Ġcar ic +ĠHD R +R OM +Ġsho vel +de lete +Ġp uff +ĠCh anging +Ġseam lessly +Att ribute +Ġacqu isitions +ak ery +ĠE F +Ġaut istic +ĠT akes +ĠPow der +ĠSt ir +5 10 +ĠBub ble +sett ings +ĠF owler +Ġmust ard +Ġmore over +Ġcopyright ed +ĠLED s +15 00 +æ ī +ĠH IS +en f +Ġcust od +ĠH uck +G i +Ġim g +An swer +C t +j ay +ĠInf rastructure +Ġfeder ally +L oc +Ġmicro bes +Ġover run +dd s +ot ent +adi ator +>>>> >>>> +Ġtorn ado +Ġadj ud +Ġintrig ued +Ġs i +ĠRevel ation +pro gress +Ġburgl ary +ĠSai yan +ĠK athy +Ġser pent +ĠAndre as +Ġcomp el +ess ler +ĠPl astic +ĠAd vent +ĠPos itive +ĠQ t +ĠHind us +reg istered +ular ity +Ġrighteous ness +Ġdemon ic +u itive +ĠB DS +ĠGre gg +c ia +ĠCrus ade +ĠSina i +W ARE ++ ( +Ġme ll +Ġder ail +y ards +A st +Ġnotice ably +ĠO ber +R am +Ġun noticed +Ġse q +av age +T s +Ġ6 40 +Ġconced e +Ġ] ) +F ill +Ġcapt ivity +ĠImprove ment +ĠCrus ader +ara oh +M AP +æ Ĺ +Ġstr ide +al ways +F ly +N it +Ġal gae +ĠCook ing +ĠDo ors +Mal ley +Ġpolic emen +ãģ į +Ġastron aut +access ible +49 5 +ĠR AW +cl iffe +udic rous +Ġdep ended +al ach +Ġvent ures +ra ke +Ġt its +ĠH ou +Ġcond om +ormon al +Ġind ent +Ġupload ing +Foot note +Import ant +Ġ27 1 +Ġmind ful +Ġcont ends +C ra +Ġcal ibr +ĠO ECD +plug in +F at +ĠIS S +ĠDynam ics +ans en +68 6 +' ), +Ġsp rite +Ġhand held +ĠH ipp +=~ =~ +Tr ust +Ġsem antics +ĠBund es +ĠRen o +ĠLiter ature +s ense +G ary +ĠA eg +ĠTr in +EE K +Ġcler ic +ĠSS H +Ġch rist +Ġinv ading +ib u +Ġen um +aur a +Ġal lege +ĠInc redible +B BC +Ġth ru +Ġsa iled +Ġem ulate +Ġin security +Ġc rou +Ġaccommod ations +Ġincompet ent +Ġsl ips +ĠEarth qu +s ama +IL LE +Ġi Phones +as aki +Ġby e +Ġar d +Ġext ras +Ġsl aughtered +Ġcrowd funding +res so +Ġfil ib +ĠER ROR +ĠT LS +e gg +ĠIt al +Ġen list +ĠCatal onia +ĠSc ots +Ġser geant +Ġdiss olve +N H +Ġstand ings +ri que +I Q +Ġbenef iciary +Ġaqu arium +You Tube +ĠPower Shell +Ġbright est +ĠWar rant +S old +Writ ing +Ġbegin nings +ĠRes erved +ĠLatin os +head ing +Ġ4 40 +Ġrooft op +AT ING +Ġ3 90 +VP N +G s +k ernel +turn ed +Ġprefer able +Ġturn overs +ĠH els +S a +ĠShin ji +ve h +ĠMOD ULE +V iol +Ġex iting +Ġj ab +ĠVan illa +Ġac ron +ĠG ap +ber n +A k +ĠMc Gu +Ġend lessly +ĠFar age +ĠNo el +V a +M K +Ġbr ute +ĠK ru +ĠES V +ĠOl ivia +âĢ ł +ĠK af +Ġtrust ing +Ġh ots +3 24 +Ġmal aria +Ġj son +Ġp ounding +ort ment +Count ry +Ġpostp oned +Ġunequ iv +? ), +ĠRo oney +udd ing +ĠLe ap +ur rence +sh apeshifter +ĠH AS +os ate +Ġca vern +Ġconserv atism +ĠB AD +Ġmile age +Ġarrest ing +V aults +Ġmix er +Dem ocratic +ĠB enson +Ġauth ored +8 000 +Ġpro active +ĠSpirit ual +t re +Ġincarcer ated +ĠS ort +Ġpe aked +Ġwield ing +re ciation +×Ļ × +P atch +ĠEm my +Ġex qu +tt o +ĠRat io +ĠP icks +ĠG ry +ph ant +Ġf ret +Ġeth n +Ġarch ived +% - +c ases +ĠBl aze +Ġim b +c v +y ss +im ony +Ġcount down +Ġaw akening +ĠTunis ia +ĠRe fer +ĠM J +Ġun natural +ĠCar negie +iz en +ĠN uggets +he ss +Ġev ils +64 7 +Ġintrodu ctory +l oving +ĠMcM ahon +Ġambig uity +L abel +ĠAlm ighty +Ġcolor ing +ĠCl aus +set ting +N ULL +ĠF avorite +ĠS IG +> ( +ĠSh iva +ĠMay er +Ġstorm ed +ĠCo verage +we apons +igh am +Ġun answered +Ġle ve +Ġc oy +c as +b ags +as ured +Se attle +ĠSant orum +ser ious +Ġcourage ous +ĠS oup +Ġconfisc ated +Ġ// / +Ġuncon ventional +Ġmom s +ĠRohing ya +ĠOrche stra +ĠPot ion +Ġdisc redit +ĠF IL +f ixed +ĠDe er +do i +ĠDim ension +Ġbureaucr ats +et een +Ġaction Group +oh m +Ġb umps +ĠUt ility +Ġsubmar ines +ren heit +re search +ĠShap iro +Ġsket ches +Ġde ceptive +ĠV il +es ame +ĠEss entially +Ġramp age +isk y +Ġmut tered +th ritis +Ġ23 6 +f et +b ars +Ġpup il +ĠTh ou +o S +s ong +Ġfract ured +Ġre vert +pict ure +Ġcrit erion +us her +Ġreperc ussions +ĠV intage +ĠSuper intendent +Offic ers +Ġflag ged +Ġbl ames +Ġin verse +ograp hers +Ġmakes hift +Ġdev oid +Ġfoss ils +ĠArist otle +ĠFund s +Ġde pleted +ĠFl u +ĠY uan +Ġw oes +Ġlip id +Ġsit u +requ isites +Ġfurn ish +ĠSam ar +Ġshame ful +Ġadverse ly +Ġad ept +Ġrem orse +Ġmurder ous +uck les +ĠE SL +Ġ3 14 +s ent +Ġred ef +ĠC ache +ĠP urs +ig ans +Ġ4 60 +Ġpres criptions +Ġf res +F uck +ocr ates +Tw enty +ĠWe ird +ĠT oggle +ĠC alled +itiz ens +Ġp oultry +Ġharvest ing +ãĤ¦ ãĤ¹ +Bott om +Ġcaution ed +t n +39 6 +ĠNik ki +Ġeval uations +Ġharass ing +Ġbind ings +ĠMon etary +Ġhit ters +Ġadvers ary +un ts +Ġset back +Ġenc rypt +ĠC ait +Ġl ows +eng es +ĠN orn +Ġbul bs +Ġbott led +ĠVoy ager +3 17 +Ġsp heres +p olitics +Ġsubt ract +Ġsens ations +Ġapp alling +Ġ3 16 +Ġenvironment ally +ĠST EM +Ġpub lishes +5 60 +Ġdilig ence +48 4 +Ġadv ises +Ġpet rol +Ġimag ining +Ġpatrol s +ĠInt eger +ĠAs hes +act us +ĠRad iant +ĠL T +it ability +ht aking +Set ting +Ġnu anced +ĠRe ef +ĠDevelop ers +N i +pie ces +99 0 +Lic ense +Ġlow ers +ĠOtt oman +3 27 +oo o +Ġqu itting +mark ets +Beh ind +Ġbas in +Ġdoc s +an ie +fl ash +ct l +Ġcivil ized +ĠFuk ushima +"] ," +ĠK S +ĠHonest ly +ar at +Ġconstruct s +ĠL ans +ĠD ire +ĠLI KE +ĠTrou ble +Ġwith holding +ĠOb livion +Ġsan ity +any a +Con st +Ġgro cer +ĠC elsius +Ġrecount ed +ĠW ife +B order +ate red +h appy +Ġspo iler +Ġlog ically +H all +Ġsucceed ing +Ġpoly morph +Ġax es +ĠShot gun +ĠS lim +ĠPrin ciples +ĠL eth +art a +Ġsc or +Sc reenshot +Ġrelax ation +#$ #$ +Ġdeter rent +idd y +Ġpower less +Ġles bians +Ġch ords +ĠEd ited +se lected +Ġseparat ists +000 2 +Ġair space +Ġturn around +Ġc unning +P ATH +P oly +Ġbomb ed +Ġt ion +x s +Ġwith hold +Ġw aged +ĠLiber ties +Fl ag +Ġcomfort ing +45 4 +ĠI ris +are rs +Ġr ag +Ġrel ocated +ĠGu arant +Ġstrateg ically +Ġgam ma +uber ty +ĠLock heed +g res +Ġgr illed +ĠLow e +st ats +ĠR ocks +Ġsens ing +Ġrent ing +ĠGe ological +ا Ø +ot rop +Ġse w +Ġimproper ly +48 6 +Ġâĸ ł +Ġstar ving +ĠB j +Disc ussion +3 28 +ĠCom bo +ĠFix es +N AT +Ġstri ving +th ora +Ġharvest ed +ĠP ing +Ġplay ful +Ġaven ues +Ġoccup ational +Ġw akes +ĠCou rier +Ġdrum mer +ĠBrow ser +ĠH outh +it u +Ġapp arel +p aste +Ġhun ted +ĠSecond ly +l ain +X Y +ĠP IN +ic ons +Ġcock tails +Ġs izable +Ġhurd les +est inal +ĠRecre ation +Ġe co +64 8 +ĠD ied +m int +Ġfinger prints +Ġdis pose +ĠBos nia +ts y +22 00 +Ġins pected +ĠF ou +Ġf uss +Ġamb ush +ĠR ak +Ġmanif ested +Pro secut +Ġsuff ice +ren ces +Ġcompens ated +ĠC yrus +Ġgen us +ĠWolver ine +ĠTrend s +Ġh ikes +ĠSe en +Ġen rol +C old +Ġpol itely +ĠSl av +ĠRu pert +Ġey ewitness +ĠAl to +Ġun comp +Ġposter ior +M ust +ĠHer z +Ġprogress ively +Ġ23 4 +Ġind ifference +ĠCunning ham +Ġacadem ia +Ġse wer +Ġast ounding +ĠA ES +r ather +Ġeld est +Ġclim bs +ĠAdd s +Ġout cry +Ġcont ag +ĠH ouses +Ġpe pt +ĠMel ania +interest ed +ĠU CH +ĠR oots +ĠHub bard +ĠT BD +ĠRoman ian +fil ename +St one +ĠIm pl +Ġchromos ome +C le +d x +Ġscram bled +ĠP t +Ġ24 2 +OP LE +Ġtremend ously +St reet +Ġcra ving +Ġbund led +ĠR G +p ipe +Ġinj uring +Ġarc ane +Part icip +ĠHero ic +st y +Ġto pping +ĠTemp est +rent ices +b h +Ġpar anoia +ĠUnic ode +Ġegreg ious +Ġ\ ' +ĠOsw ald +Ġgra vel +ĠSim psons +Ġbl and +ĠGuant anamo +Writ er +lin ers +ĠD ice +J C +Ġpar ity +Ġs ided +Ġ23 7 +ĠPyr rha +at ters +d k +F ine +comp an +Ġform ulated +ĠId ol +il ers +hem oth +ĠF av +Ġintr usion +Ġcar rots +ĠL ayer +ĠH acker +Ġ ---------------- +Ġmoder ation +é ģ +oc oc +Ġcharacter ize +ĠTe resa +Ġsocio economic +Ġper k +ĠParticip ation +tr aining +ĠPaul o +ph ys +Ġtrust worthy +Ġembod ied +ĠMer ch +c urrency +ĠPrior ity +Ġte asing +Ġabsor bing +Ġunf inished +ĠCompar ison +Ġdis ple +writ ers +Ġprofess ions +ĠPengu in +Ġang rily +ĠL INK +68 8 +ĠCor respond +Ġprev ailed +Ġcart el +l p +as ms +ĠRed emption +ĠIslam ists +effect s +d ose +ĠL atter +ĠHal ifax +Ġv as +ĠTop ics +ĠN amed +advert ising +zz a +IC ES +Ġret arded +ach able +ĠPupp et +ĠItem Level +Ġret ract +Ġident ifiable +A aron +ĠB uster +s ol +hel le +as semb +H ope +r anged +B a +ĠP urch +é Ģ +ĠSir i +Ġarri vals +Ġ19 12 +Ġshort ened +Ġ3 12 +Ġdiscrep ancy +ĠTem perature +ĠWal ton +Ġkind erg +p olit +Ġrem ix +Ġconnect ors +ãĥĺ ãĥ© +ĠKazakh stan +dom inated +Ġsu gars +im ble +ĠPan ic +ĠDem and +ĠCol ony +on en +ĠM ER +7 75 +ur ia +aza ar +ĠDeg ree +P ri +Ġsun shine +Ġ25 1 +Ġpsychedel ic +Ġdigit ally +ĠBra un +Ġsh immer +Ġsh ave +ĠTel esc +ĠAst ral +ĠVenezuel an +ĠO G +Ġc rawling +Int eg +ĠFe ather +Ġunfold ing +Ġappropri ation +Ġè£ı è +ĠMob ility +ĠN ey +- . +b ilt +L IN +ĠT ube +ĠCon versely +Ġkey boards +ĠC ao +Ġover th +Ġla ure +>> \ +ĠV iper +ach a +Off set +ĠR aleigh +ĠJ ae +J ordan +j p +Ġtotal itarian +Connect or +Ġobserv es +ĠSpart an +ĠIm mediately +ĠSc al +C ool +Ġt aps +Ġro ar +P ast +Ġch ars +ĠB ender +ĠShe ldon +Ġpain ter +Ġbe acon +ĠCreat ures +Ġdownt urn +Ġh inder +ĠAnd romeda +à Ľ +cc oli +ĠF itness +et rical +Ġutil izes +Ġsen ate +Ġen semble +Ġche ers +T W +Ġaff luent +k il +ry lic +ord ering +Com puter +Ġgru esome +ost ics +ĠUb isoft +ĠKel ley +Ġw rench +Ġbourgeois ie +IB LE +ĠPrest on +w orn +ar ist +reat ing +Ġst ained +ar ine +Ġsl ime +EN N +Ġche sts +Ġground water +ann ot +ĠTr ay +ĠLoc ke +ĠC TR +Ġd udes +ĠEx ternal +ĠDec oder +Ġpar amed +ĠMed line +80 9 +ĠD inner +rup al +g z +ĠG um +ĠDem o +j ee +Ġd h +ber man +arch s +Ġen qu +ĠEp stein +Ġdevast ation +Ġfriends hips +ĠAr d +Ġ23 1 +ĠRub in +ĠDist ance +Ġsp urred +Ġd ossier +Ġover looking +\\\\\\\\ \\\\\\\\ +Fore st +ĠCom es +\ ", +ĠIran ians +Ġf ixtures +L aughs +Ġcur ry +ĠKing ston +Ġsqu ash +Ġcat alogue +Ġabnormal ities +Ġdigest ive +.... ..... +Ġsubord inate +og ly +Ġ24 9 +M iddle +Ġmass ac +Ġburg ers +Ġdown stairs +Ġ19 31 +39 4 +ĠV G +Ġl asers +ĠS ikh +ĠAlex a +der ived +Ġcycl ist +ãģ® éŃĶ +onel iness +!!!! !!!! +Ġbuff s +leg ate +Ġrap ing +Ġrecomm ending +ro red +Ġmult icultural +un ique +Ġbusiness men +Ġune asy +ĠM AP +Ġdisp ersed +cipl ine +J ess +ĠK erala +å § +Ġabst raction +Sur v +U h +Ġprin ters +ij a +ow der +Ġanalog ous +ĠA SP +af er +Ġunfold ed +Ġlevel ing +Ġbre ached +ĠH earing +Ġn at +Ġtransl ating +crit ical +Ġant agonist +ĠYes terday +Ġfuzz y +w ash +m ere +Ġbe wild +ĠM ae +V irgin +ph rase +Ġsign aled +ĠH IGH +Ġprot ester +Ġgar ner +unk nown +Ġk ay +Ġabduct ed +Ġst alking +am n +Ġdes erving +ĠR iv +ĠJ orge +Ġscratch ing +ĠS aving +ip ing +Ġte ase +Ġmission ary +ĠMor row +T IME +P resent +Ġchem otherapy +tern ess +ĠH omes +ĠP urdue +Ġst aunch +ĠWhit ney +ĠTH ERE +Î ¼ +iat us +ĠErn est +ĠDe ploy +Ġcove ted +F ML +ĠDial ogue +Ġex ited +f ruit +Ġner d +":" "," +Ġv ivo +ru ly +4 60 +ĠAm en +rehens ible +Ġâ ĺ +D IR +Ġad herence +Ġche w +ĠCo ke +ĠSerge i +dig ital +ĠNe ck +g ently +enth al +/ ) +Ġwe ary +Ġgu ise +ĠConc ord +ĠOn ion +at cher +Ġb inge +ĠDirect ive +Ġman ned +ans k +Ġill usions +Ġbillion aires +38 3 +oly n +odynam ic +ĠWhe at +ĠA lic +Ġcol oured +ĠN AFTA +ab o +Ġmac ros +ind ependent +s weet +Ġsp ac +ĠK abul +Ġ Ä +em e +Ġdict ated +Ġsh outs += { +Ġr ipping +ĠSh ay +ĠCr icket +direct ed +Ġanalys ed +ĠWAR RANT +ag ons +ĠBlaz ers +Ġche ered +Ġar ithmetic +ĠTan z +37 3 +ĠFl ags +Ġ29 5 +Ġw itches +ĠIn cluded +ĠG ained +ĠBl ades +G am +ĠSam antha +ĠAtl antis +ĠPr att +Ġspo iled +ĠI B +ĠRam irez +Pro bably +re ro +ĠN g +ĠWar lock +t p +Ġover he +Ġadministr ations +Ġt int +Ġreg iment +Ġpist ols +Ġblank ets +Ġep ist +Ġbowl s +Ġhydra ulic +Ġde an +Ġj ung +Ġasc end +70 5 +ĠSant iago +à ® +Ġun avoid +ĠSh aman +re b +Ġstem ming +99 8 +ĠM G +st icks +esthes ia +ER O +Ġmor bid +ĠGr ill +ĠP oe +any l +Ġdele ting +ĠSurve illance +Ġdirect ives +Ġiter ations +ĠR ox +ĠMil ky +F ather +Ġpat ented +44 7 +Ġprec ursor +Ġm aiden +ĠP hen +ĠVe gan +ĠPat ent +K elly +Redd itor +Ġn ods +Ġvent ilation +ĠSchwar z +Ġw izards +Ġomin ous +ĠHe ads +ĠB G +Ġl umber +ĠSp iel +Ġis Enabled +Ġancest ral +ĠSh ips +Ġwrest ler +ph i +Ġy uan +ĠRebell ion +Ġice berg +Ġmag ically +Ġdivers ion +ar ro +yth m +ĠR iders +ĠRob bie +ĠK ara +ĠMain tenance +ĠHer b +Ġhar ms +p acked +ĠFe instein +Ġmarry ing +Ġbl ending +ĠR ates +Ġ18 80 +Ġwr ink +ĠUn ch +ĠTor ch +desc ribed +Ġhuman oid +ilit ating +ĠCon v +ĠFe ld +IGH TS +Ġwhistlebl ower +ort mund +ets y +arre tt +ĠMon o +ĠI ke +ĠC NBC +ĠW AY +ĠMD MA +ĠIndividual s +Ġsupplement al +Ġpower house +ĠSt ru +F ocus +aph ael +ĠCol leg +att i +Z A +Ġp erenn +ĠSign ature +ĠRod ney +Ġcub es +idd led +ĠD ante +ĠIN V +iling ual +ĠC th +Ġso fa +Ġintimid ate +ĠR oe +ĠDi plom +ĠCount ries +ays on +Ġextrad ition +Ġdis abling +ĠCard iff +Ġmemor andum +ĠTr ace +Ġ?? ? +se ctor +ĠRou hani +ĠY ates +ĠFree ze +Ġbl adder +M otor +ĠProm ise +ant asy +Ġforesee able +ĠC ologne +cont ainer +ĠTre es +ĠG ors +ĠSin clair +Ġbar ring +key e +Ġsl ashed +ĠStat istical +é ĩ +Ġâĸ º +All ows +Ġhum ility +Ġdr illed +ĠF urn +44 3 +Ġse wage +Ġhome page +Ġcour tyard +Ġv ile +Ġsubsid iaries +aj o +direct ory +Ġam mon +V ers +charg es +Ġ} } +ĠCh ains +Ġ24 6 +n ob +Ġper cept +Ġg rit +Ġfisher men +ĠIraq is +ĠDIS TR +ĠF ULL +ĠEval uation +g raph +at ial +Ġcooper ating +Ġmel an +Ġenlight ened +Ġal i +t ailed +Ġsal ute +Ġweak est +ĠBull dogs +U A +ĠAll oy +Ġsem en +oc ene +ĠWilliam son +s pr +, âĢĶ +ĠG F +itt ens +Be at +ĠJ unk +iph ate +ĠFarm ers +ĠBit coins +ig ers +d h +ĠL oyal +p ayer +Ġentert ained +Ġpenn ed +Ġcoup on +Que ue +Ġweaken ing +c arry +Ġunderest imate +Ġshoot out +Ġcharism atic +ĠProced ure +Ġprud ent +in ances +Ġric hes +Ġcort ical +Ġstr ides +Ġd rib +ĠOil ers +5 40 +ĠPer form +ĠBang kok +Ġe uth +S ER +Ġsimpl istic +t ops +camp aign +Q uality +Ġimpover ished +ĠEisen hower +Ġaug ment +ĠH arden +Ġinterven ed +Ġlist ens +ĠK ok +Ġs age +Ġrub bish +ĠD ed +Ġm ull +pe lling +Ġvide ot +Produ ction +D J +m iah +Ġadapt ations +Ġmed ically +Ġboard ed +Ġarrog ance +Ġscra pped +Ġopp ress +FORM ATION +Ġj unction +4 15 +EE EE +S kill +Ġsub du +ĠSug gest +ĠP ett +Ġle tt +ĠMan ip +ĠC af +ĠCooper ation +T her +Ġreg ained +¶ æ +ref lect +Ġth ugs +ĠShel by +Ġdict ates +ĠWe iner +ĠH ale +Ġbatt leground +s child +Ġcond ol +h unt +osit ories +Ġacc uses +Fil ename +Ġsh ri +Ġmotiv ate +Ġreflect ions +N ull +ĠL obby +¥ µ +ĠS ATA +ĠBack up +Ñ ĥ +n in +ĠCor rection +Ġju icy +ut ra +ĠP ric +Ġrest raining +ĠAir bnb +ĠAr rest +Ġappropri ations +Ġsl opes +Ġmans laughter +Ġwork ings +ĠH uss +ĠF rey +Le ave +ĠHarm ony +ĠF eder +Ġ4 30 +Ġt rench +Ġglad ly +Ġbull pen +ĠG au +b ones +Ġgro ove +Ġpre text +ã ħĭ +Ġtransm itter +ĠComp onent +Ġunder age +ĠEm pires +T ile +Ġo y +ĠMar vin +ĠC AS +Ġbl oss +Ġrepl icated +ĠMar iners +Marc us +ĠBl ocks +Ġliber ated +Ġbutter fly +Fe el +Ġfer mentation +Ġyou tube +Ġoff end +ĠTer m +res ist +Ġcess ation +Ġinsurg ency +Ġb ir +ĠRa ise +59 5 +Ġhypothes es +50 2 +Ġpl aque +ocr at +Ġjack ets +ĠHuff Post +am ong +Ġconf er +48 7 +ĠL illy +Ġadapt ing +ĠF ay +Ġsh oved +ve c +Ġref ine +Ġg on +Ġgun men +z ai +ĠShut tle +ĠI zan +Ġ19 13 +Ġple thora +· · +Ġ5 10 +Ġp uberty +Ġ24 1 +ĠWe alth +ĠAl ma +ĠM EM +ĠAd ults +C as +pr ison +R ace +Ġwater proof +Ġathlet icism +Ġcapital ize +ĠJu ice +Ġillum inated +ĠP ascal +Ġirrit ation +ĠWitness es +ad le +ĠAst ro +Ġf ax +ĠEl vis +Prim ary +ĠL ich +ĠEl ves +Ġres iding +Ġst umble +3 19 +ĠP KK +Ġadvers aries +D OS +ĠR itual +Ġsm ear +Ġar son +ident al +Ġsc ant +Ġmon archy +Ġhal ftime +Ġresid ue +Ġind ign +ĠSh aun +ĠEl m +aur i +A ff +W ATCH +ĠLy on +hel ps +36 1 +Ġlobby ist +Ġdimin ishing +Ġout breaks +Ġgo ats +f avorite +ĠN ah +son ian +ĠBo oster +Ġsand box +ĠF are +ĠMalt a +Ġatt Rot +ĠM OR +ld e +Ġnavig ating +T ouch +Ġunt rue +ĠDis aster +Ġl udicrous +Pass word +ĠJ FK +blog spot +4 16 +ĠUN DER +ern al +Ġdelay ing +T OP +Ġimpl ants +ĠAV G +ĠH uge +att r +Ġjournal istic +ĠPe yton +ĠI A +R ap +go al +ĠProgram me +Ġsm ashing +w ives +print ln +ĠPl ague +in us +EE P +Ġcru iser +ĠPar ish +umin ium +Ġoccup ants +ĠJ ihad +m op +Ġp int +Ġhe ct +ĠMe cca +direct or +ĠFund ing +ĠM ixed +Ġst ag +T ier +Ġg ust +Ġbright ly +ors i +Ġup hill +R D +Ġles ions +ĠBund y +liv ious +Ġbi ologist +ĠFac ulty +ĠAuthor ization +Ġ24 4 +All ow +ï ¸ +ĠGi ul +Ġpert inent +ot aur +es se +ĠRo of +Ġunman ned +35 1 +ĠSh ak +ĠO rient +Ġend anger +D ir +Ġrepl en +ed ient +Ġtail or +Ġgad gets +Ġaud ible +âĺ Ĩ +N ice +Ġbomb ard +ĠR ape +Ġdef iance +ĠTW O +ĠFilip ino +Ġunaff ected +erv atives +Ġso ared +ĠBol ton +Ġcomprom ising +ĠBrew ers +R AL +ĠA HL +icy cle +Ġv ampires +Ġdi pped +oy er +ĠX III +Ġsidew ays +ĠW aste +ĠD iss +ĠâĶľ âĶĢâĶĢ +$ . +Ġhabit ats +ĠBe ef +tr uth +tr ained +spl it +R us +And y +ĠB ram +RE P +p id +è£ ħ +ĠMut ant +An im +ĠMar ina +Ġfut ile +hig hest +f requency +Ġepile psy +Ġcop ing +Ġconc ise +Ġtr acing +ĠS UN +pan el +ĠSoph ie +ĠCrow ley +ĠAd olf +ĠShoot er +Ġsh aky +ĠI G +ĠL ies +ĠBar ber +p kg +Ġupt ake +Ġpred atory +UL TS +/ ** +Ġintox icated +ĠWest brook +od der +he ment +Ġbas eman +AP D +st orage +ĠFif ty +ed itor +G EN +UT ION +ir ting +Ġse wing +r ift +Ġag ony +ĠS ands +Ġ25 4 +C ash +Ġl odge +Ġp unt +N atural +ĠIde as +Ġerrone ous +ĠSens or +ĠHann ity +Ġ19 21 +Ġm ould +ĠG on +kay a +Ġanonym ously +ĠK EY +Ġsim ulator +W inter +Ġstream ed +50 7 +? ", +Ġte ased +Ġco efficient +Ġwart ime +ĠTH R +' '. +ĠBank ing +mp ire +Ġf andom +Ġl ia +G a +Ġdown hill +Ġinterpre ting +Ind ividual +N orm +Ġjealous y +bit coin +Ġple asures +ĠToy s +ĠChev rolet +ĠAd visor +IZ E +Ġrecept ions +70 6 +C ro +Ġ26 2 +Ġcit rus +ir u +Review er +ject ed +U ES +an z +19 81 +ĠWork er +Ġcompl ied +ores cent +contin ental +T on +ĠPr ism +ĠShe ep +Ġ28 8 +n ox +ĠV og +O rd +Ġreal ms +te k +Ġirrig ation +Ġbicy cles +Ġelectron ically +p oly +t all +() ); +Ġaest hetics +ĠInteg rated +Expl ore +Ġd unk +47 6 +p ain +ĠJac ques +ĠD mit +Fram es +Ġreun ited +Ġhum id +D ro +P olitical +Ġyouth ful +Ġent ails +Ġmosqu ito +36 3 +spe cies +Ġcoord inating +ĠMay hem +ĠMagn us +M ount +Impro ved +ĠST ATE +ATT LE +Ġflow ed +Ġtack led +Ġfashion ed +Ġre organ +iv ari +f inger +Ġreluct antly +et ting +ĠV and +you ng +ĠGar land +Ġpresum ption +Ġamen ities +ĠPle asant +on ential +ĠO xy +Ġmor als +ĠY ah +Read y +Sim on +En h +D emon +Ġcl ich +Mon itor +ĠD U +Ġwel comes +Ġstand out +Ġdread ful +Ġban anas +Ġball oons +h ooting +bas ic +Ġsuff ix +Ġd uly +can o +Ch ain +at os +Ġgeop olitical +Ġ( & +ĠGem ini +ÃĥÃĤÃĥÃĤÃĥÃĤÃĥÃĤÃĥÃĤÃĥÃĤÃĥÃĤÃĥÃĤÃĥÃĤÃĥÃĤÃĥÃĤÃĥÃĤÃĥÃĤÃĥÃĤÃĥÃĤÃĥÃĤ ÃĥÃĤÃĥÃĤÃĥÃĤÃĥÃĤÃĥÃĤÃĥÃĤÃĥÃĤÃĥÃĤÃĥÃĤÃĥÃĤÃĥÃĤÃĥÃĤÃĥÃĤÃĥÃĤÃĥÃĤÃĥÃĤ +Ġacqu itted +L uck +prot ect +10 24 +Ġsc arcity +Ġmind fulness +ec ided +D N +pr ime +ĠPres idents +ĠVID EO +Ġ( âĪĴ +add ock +N OR +ĠP ru +p un +ĠL OL +)) )) +ĠL iqu +ĠS AS +Ġsty ling +Ġpunish ments +Ġnum b +Ġasc ertain +ĠRock ies +f lu +Th umbnail +Ġperpet rated +ĠSem i +Ġdis arm +ĠOld er +ĠEx ception +Ġexponent ially +ĠCommun ities +Ġabol ish +ĠPart ner +pt oms +Ġ7 77 +ĠFo ley +ĠC ases +Ġgre ase +ĠReb irth +G round +Ġ; ) +ĠDoct rine +ik ini +Y e +ĠBl ossom +Ġpers ists +b ill +Ġinf usion +Ġbud dies +9 11 +ĠPat ient +Ġdem os +Ġacquaint ance +ĠP aw +at ari +Ġx ml +Ġfasc ination +ĠSer ve +Ï Ĥ +br anded +Ġa z +Return s +Ġover shadow +Ġro am +Ġspeed y +n umbered +hel ial +Ġdisc iple +Ġass urances +g iven +pect ing +ĠN atalie +çĶ ° +Ġmosquit oes +rote in +Ġnumer ic +Ġindepend ents +Ġtrans itional +Ġreaction ary +ĠMech dragon +do ctor +Ġshort est +Ġsequ ential +ĠB ac +ĠAccount s +ãģ Į +ach y +ract ive +ĠReg iment +Ġbreat htaking +ffic iency +ĠB ates +Ġ3 11 +Ġward robe +ft s +ĠBer k +Sim ply +ĠRivers ide +iver ing +ident ial +lu cent +Ġen riched +ĠCon ver +ĠG iving +ãĥ Ļ +Ġlegal ize +ĠF TC +Ġfre aking +M ix +Ġter restrial +es ian +ci ents +W ing +LO AD +Ġled ge +ĠViol ent +ĠMet all +Ġ30 8 +Ġs outheastern +hett o +M eat +Ġslow down +Ġret reated +Jere my +end as +**** * +er ic +Ġre ins +opp able +ĠHuman ity +ear ances +rig an +C amera +Ġwa ivers +s oc +Ġalter ation +trans form +ĠC emetery +50 6 +Ġindef inite +Ġstim ulating +y g +60 3 +ĠS op +Ġdescript ive +Ph ase +ĠEd mund +Ġpneum onia +vent us +A mb +Ġlabor atories +ĠEx clusive +ug ar +W ere +Ġmalf unction +Ġhomosexual s +Ġ---- --- +un i +Ġturb ines +ĠEqu ity +D u +Ġmind ed +ĠR H +ĠBlack hawks +Ġfe ats +Ġ17 00 +re pl +36 2 +lad en +Ġindisp ensable +ly ss +tt i +Ġre el +Ġdiver ted +Ġlik eness +Ġsubscript ions +Ġfing ert +Ġfil thy +dest ruct +d raft +ĠBernard ino +l aunch +Ġper plex +ĠS UM +car b +Ġswe ater +ĠVent ure +ĠJ ag +ĠCele b +ĠV oters +Ġstead fast +Ġathlet ics +ĠHans on +ĠDr ac +Tr acker +Ġcomm end +ĠPres idency +ĠD ID +in formed +Ġweb page +P retty +Ġforce fully +ãĥĥ ãĤ¯ +Ġrel ocation +Ġsat ire +â ī +ĠSunder land +æ Ħ +V oice +???? ???? +Ġinform ant +Ġbow el +ĠUn iform +Ġ ..." +Ġpur ge +Ġpic nic +ĠU mb +ĠU PDATE +ĠSapp hire +ĠSt all +le arn +Ġobject ively +Ġob liter +Ġlooph ole +Ġjour neys +Ġo mission +Pro s +ĠSid ney +pl oma +Ġspray ed +Ġg uru +Ġtra itor +Ġtim et +Ġsn apping +ĠSe vent +urn al +ĠUk ip +Ġb owed +por al +l iberal +R os +Quest ions +i OS +Ġsummar ize +ST AT +Ġ18 50 +ap est +Ġl ender +ĠVari able +br inging +ĠL ORD +, ) +Ġcollaps es +x iety +ĠN ed +Y D +ĠSch a +Ġantib ody +Ġdis band +y re +ill usion +Ġro ver +s hed +ĠHiro sh +cc i +Ġcal am +ĠMort on +P interest +Ġ19 28 +ĠE uras +ord es +Ġf ences +ĠIn ventory +ĠVal encia +ĠU d +ĠT iff +Ġsqu e +Ġqu otation +Ġtroubles ome +er ker +QU EST +ĠKing doms +s outh +Ġle vy +Pr ince +ĠSt ing +Ġnick named +Ġapp e +Ġphot ographic +Ġcorp us +re ference +ĠT rog +U nt +) =( +ĠLat via +Ġactiv ating +Ġlicense e +Ġdispar ities +ĠNews letter +ãĥĥ ãĥĪ +Ġfree ing +ĠJe ep +ĠPer ception +ins k +Ġsil icone +ĠHay den +Le an +ĠSuz uki +ibr arian +66 8 +Ġsp or +Ġcorrel ations +ag hetti +Ġtu ber +ĠIP CC +il us +ĠV u +Ġwealth iest +ĠCarb uncle +an za +Ġfool ed +ĠZ ur +Ġd addy +ran o +il ian +Ġknock out +f man +requ ired +ĠWik ileaks +ĠD uffy +ON T +Ġins ol +ĠObject s +Ġb ou +ĠNord ic +ĠIns ert +sc an +Ġd ancers +Ġid iots +major ity +ĠNev ille +ĠFree BSD +Ġt art +pan ic +69 0 +Ġcoc oa +Ġsam pled +Ġlook up +Ind ust +Ġinject ions +gen re +Ġa u +Ġroad way +Ġgen itals +K ind +ĠEx aminer +ĠY az +F resh +Ġpar alysis +ĠAl uminum +Ġre ap +ok é +Ġsl oppy +ĠTun nel +pos ium +ner y +en ic +Ġher bal +ĠOut er +ĠBuild er +Ġinc ur +Ġide ologies +Ġback ups +cons uming +ĠDet ect +de ck +ĠKN OW +ĠG ret +ĠM IC +Ġtough ness +ĠEx hibit +Ġh ive +L es +ĠSCH OOL +ĠAt ari +ald e +ĠN ull +and estine +m ouse +Ġbrig ade +48 9 +Ġrev ol +ĠLaw son +ĠW ah +op oly +eb ted +ĠS aunders +Ġ3 13 +ĠW inc +Ġtab oo +ĠHel met +Ġw edge +ch ip +ĠT ina +b g +Ġinf uri +r n +Ġanomal ies +ĠSy nc +ĠEx am +ĠComm it +ĠDi ary +ĠALS O +ĠDe bor +omed ical +Ġcomprehens ion +6 55 +Ġempower ing +Ġ ire +Ġju ices +ĠE TH +ĠBox ing +=" / +Ġfacilit ated +p oke +ĠPars ons +ĠMod er +tra vel +Ġcivil izations +Ġliber tarians +Ġrun e +ĠCl arks +at hed +Ġcampaign ers +ĠDis patch +ĠFah renheit +ĠCap com +-------- -- +Ġl ace +Ġdr aining +Ġl iner +ĠArt ificial +é n +t ask +] ). +ĠGM O +ĠOper ator +ord inary +ĠInf luence +ĠU ps +Ġpot ency +uss en +osp ons +ĠSw im +ĠDead line +Un ity +Ġcul inary +Ġenlight enment +Ġwe arer +Ġmin ed +Ġp ly +Ġinc est +ĠDVD s +W alk +B TC +Tr ade +Ġdev al +ib and +ĠOvers ight +Palest inian +Ġd art +Ġm ul +L R +Ġrem ovable +ĠReal ms +ì Ŀ +Ġmisc ar +ĠV ulkan +68 5 +è re +ĠS ap +Ġmer ging +ĠCar ly +che ster +Ġbr isk +Ġlux urious +ĠGener ator +Ġbit terness +Ġed ible +Ġ24 3 +T G +Ġrect angle +With No +bel ow +J enn +Ġdark est +Ġh itch +Ġdos age +Ġsc aven +ĠK eller +ĠIllust rated +Certain ly +ĠMaver icks +Marg inal +Ġdiarr hea +Ġenorm ously +Ġ9 99 +sh r +qu art +Ġadam ant +ĠM ew +Ġren ovation +Ġcerv ical +ĠPercent age +en ers +ĠKim ber +Ġflo ats +Ġde x +ĠW itcher +ĠSwan sea +d m +Ġsal ty +y ellow +Ġca pe +ĠDr ain +ĠPaul a +ĠTol edo +les i +Mag azine +ĠW ick +ĠM n +ĠA ck +ĠR iding +AS ON +Ġhom ophobic +AR P +Ġwand ered +C PU +ood oo +ĠP ipe +Ġtight ening +ĠBut t +3 18 +Ġdesert ed +S ession +Ġfacilit ating +J ump +Ġemer gencies +OW ER +Ġexhaust ive +ĠAF TER +Ġheart beat +ĠLab el +ack y +ĠCert ified +ilt ration +Z e +ĠU tt +Ġ13 00 +Ġpres ume +ĠDis p +Ġsur ged +Ġdoll s +Col umb +Ġchim pan +ĠR azor +Ġt icks +Ġcouncill or +Ġpilgr image +ĠReb els +ĠQ C +ĠA uction +x ia +ik k +b red +Ġinsert ion +Ġco arse +d B +SE E +ĠZ ap +ĠF oo +Ġcontem por +ĠQuarter ly +ot ions +ĠAl chemist +ĠT rey +ĠDu o +S weet +80 4 +ĠGi ov +Ġfun n +N in +h off +Ġram ifications +Ġ19 22 +ĠExper ts +az es +Ġgar ments +ar ial +ĠN ab +Ġ25 7 +ĠV ed +Ġhum orous +ĠPom pe +Ġn ylon +Ġlur king +ĠSerge y +ĠMatt is +Ġmisogyn y +ĠComp onents +ĠWatch ing +ĠF olk +ract ical +B ush +Ġt aped +Ġgroup ing +Ġbe ads +Ġ20 48 +Ġcon du +quer que +Read ing +Ġgriev ances +Ult ra +Ġend point +H ig +ĠSt atic +ĠScar borough +L ua +ĠMess i +a qu +ĠPsy Net +ĠR udd +Ġa venue +v p +J er +Ġsh ady +ĠRes ist +ĠArt emis +Ġcare less +Ġbro kers +Ġtemper ament +Ġ5 20 +T ags +ĠTurn ing +Ġut tered +Ġp edd +Ġimpro vised +Ġ: ( +Ġtab l +Ġpl ains +16 00 +press ure +ĠEss ence +marg in +friend s +ĠRest oration +Ġpoll ut +ĠPok er +ĠAugust ine +ĠC IS +ĠSE AL +or ama +Ġth wart +se ek +Ġp agan + º +cp u +Ġg arn +Ġass ortment +ĠI LCS +t ower +Recomm ended +Ġun born +ĠRandom Redditor +ĠRandomRedditor WithNo +Ġparaly zed +Ġeru ption +Ġinter sect +ĠSt oke +ĠS co +B ind +å ¾ +ĠP NG +ĠNeg ative +ĠNO AA +Le on +Ġall oy +ĠL ama +ĠD iversity +5 75 +Ġunderest imated +ĠSc or +Ġm ural +Ġb usted +so on +l if +Ġnone x +Ġall ergy +ĠUnder world +ĠR ays +ĠBl asio +Ġh rs +ĠD ir +Ġ3 27 +by ter +Ġrepl acements +Ġactiv ates +ri ved +M H +Ġp ans +ĠH I +Ġlong itudinal +Ġnu isance +al er +Ġsw ell +ĠS igned +s ci +ĠIs les +ĠA GA +Ġdef iant +Ġson ic +oc on +K C +ĠA im +t ie +ah ah +Ġm L +D X +Ġb isc +ĠBill board +ĠSY STEM +NE Y +ga ard +Ġdist ressed +former ly +Al an +Ġche fs +Ġopt ics +ĠC omet +ĠAM C +Ġredes igned +irm ation +Ġsight ings +38 2 +3 11 +ĠW B +Ġcont raction +ĠT OTAL +D ual +Ġstart led +Ġunderstand ably +Ġsung lasses +ETH OD +Ġd ocker +Ġsurf ing +ĠH EL +ĠSl ack +ton es +Ġsh alt +Vis ual +49 8 +Dep artment +c ussion +Ġunrest ricted +Ġt ad +Ġre name +employ ed +Ġeduc ating +Ġgrin ned +bed room +ĠActiv ities +ĠV elvet +ĠSW AT +Ġsh uffle +ig or +Ġsatur ation +F inding +c ream +ic ter +Ġv odka +tr acking +te c +Ġfore ground +iest a +Ġve hement +ĠEC B +ĠT ie +E y +Ġt urtles +ĠRail road +ĠKat z +ĠFram es +Ġmen ace +ĠFell owship +ĠEss ential +ugg ish +Ġdri p +ch witz +ĠKy oto +s b +ĠN ina +Param eter +Ġal arms +ĠCl aud +Ġpione ering +Ġchief ly +ĠSc ream +Col lection +Ġthank fully +ĠRonald o +åŃ IJ +st rip +ĠDisney land +com mercial +See ing +S oul +Ġevac uate +Ġc iv +ĠAs he +Ġdiv ides +ĠD agger +rehens ive +Ġber ries +ĠD F +Ġs ushi +Ġplur ality +W I +Ġdisadvant aged +Ġbatt alion +ob iles +45 1 +Ġcl ing +Ġunden iable +ĠL ounge +Ġha unt +p he +Ġquant ify +Ġdiff ered +Ġ[* ] +ĠV iz +c um +sl ave +Ġvide og +Ġqu ar +Ġbund les +ĠAl onso +t ackle +Ġneur onal +Ġlandsl ide +conf irmed +ĠDep th +Ġrenew ables +B ear +ĠMaced onia +Ġjer seys +Ġb unk +ĠSp awn +ĠControl s +ĠBuch anan +Ġrobot ics +Ġemphas izing +ĠTut orial +h yp +ist on +Ġmonument al +æ ° +ĠCar ry +Ġt bsp +en ance +H ill +art hed +Ġro tten +De an +Ġtw isting +Ġgood will +Ġimm ersion +L iving +Ġbr ushes +ĠC GI +ĠAt k +tr aditional +Ġph antom +ĠSt amina +Ġexpans ions +ĠMar in +Ġembark ed +ĠE g +int estinal +ĠPE OPLE +ĠBo oth +ĠApp alach +Ġreleg ated +V T +M IT +Ġmust er +Ġwithdraw ing +Ġmicrosc ope +ĠG athering +ĠC rescent +ĠArgent ine +ĠDec re +ĠDomin ic +Ġbud s +ant age +ĠI on +Ġwid ened +ONS ORED +ĠGl oves +iann opoulos +raz en +fe el +Ġrepay ment +Ġhind sight +ĠRE ALLY +ĠPist ol +ĠBra h +Ġwat ts +Ġsurv ives +Ġfl urry +iss y +Al ert +ĠUrug uay +Ph oenix +S low +ĠG rave +ĠF ir +Ġmanage able +Ġtar iff +ĠU DP +ĠPist ons +ĠNiger ian +Ġstrike outs +Ġcos metics +whel ming +f ab +c ape +pro xy +Ġre think +Ġover coming +sim ple +Ġw oo +Ġdistract ing +ĠSt anton +ĠTuls a +ĠD ock +65 9 +Ġdisc ord +ĠEm acs +ĠV es +ĠR OB +Ġreass uring +Ġcons ortium +Muslim s +3 21 +Ġprompt s +se i +ĠH itch +imp osed +ĠF ool +Ġindisc rim +wr ong +bu querque +D avis +! ] +Ġtim eless +ĠNE ED +Ġpestic ide +Ġrally ing +ĠCal der +Ġå ¤ +Ġx p +ĠUn le +ĠEx port +lu aj +B uff +) [ +Ġsq or +S audi +Ġis tg +Ġindul ge +pro c +Ġdisg usted +Ġcomp ounded +Ġn em +Ġschool ing +ĠC ure +process ing +S ol +Ġpro verb +it ized +ĠAlv arez +Ġscar f +Ġrect angular +re ve +Ġh ormonal +ĠSt ress +itiz en +Ġ4 25 +girl s +ĠNo ir +ĠR app +Ġmar ches +ch urch +ĠUs es +Ġ40 5 +ĠBer m +Ġord inances +ĠJud gment +Charg es +ĠZ in +Ġdust y +Ġstraw berries +Ġper ce +ĠTh ur +ĠDebor ah +net flix +ĠLam bert +Ġam used +ĠGu ang +Y OU +R GB +ĠC CTV +Ġf iat +r ang +Ġf ederation +ĠM ant +ĠB ust +ĠM are +respect ive +ĠM igration +ĠB IT +59 0 +Ġpatriot ism +Ġout lining +reg ion +ĠJos é +Ġbl asting +ĠEz ra +B s +Ġundermin es +ĠSm ooth +Ġcl ashed +rad io +Ġtransition ing +ĠBucc aneers +ĠOw l +Ġplug s +Ġh iatus +ĠPin ball +Ġm ig +ĠNut r +ĠWolf e +Ġinteg ers +Ġor bits +ĠEd win +ĠDirect X +b ite +Ġbl azing +v r +Ed ge +ĠP ID +ex it +ĠCom ed +ĠPath finder +ĠGu id +ĠSign s +ĠZ er +ĠAg enda +Ġreimburse ment +M esh +i Phone +ĠMar cos +ĠS ites +h ate +en burg +Ġs ockets +p end +Bat man +v ir +ĠSH OW +Ġprovision al +con n +ĠDeath s +AT IVE +Pro file +sy m +J A +Ġnin ja +inst alled +id ates +eb ra +ĠOm aha +Ġse izing +ĠBe asts +Ġsal ts +M ission +Gener ally +ĠTr ilogy +he on +leg ates +Ġd ime +Ġf aire +par able +G raph +Ġtotal ing +Ġdiagram s +ĠYan uk +ple t +ĠMe h +Ġmyth ical +ĠStep hens +aut ical +ochem istry +Ġkil ograms +Ġel bows +anc ock +ĠB CE +ĠPr ague +Ġimpro v +ĠDev in +Ġ" \ +par alle +Ġsuprem acists +ĠB illion +Ġreg imen +inn acle +Ġrequ isite +ang an +ĠBur lington +ain ment +ĠObject ive +oms ky +G V +Ġun ilateral +Ġt c +Ġh ires +ment al +Ġinvol untary +Ġtrans pl +ĠASC II + ¨ +Ev ents +Ġdoub ted +ĠKa plan +ĠCour age +ig on +ĠMan aging +ĠT art +Ġfalse hood +ĠV iolet +Ġair s +Ġfertil izer +Brit ain +Ġaqu atic +ou f +W ords +ĠHart ford +Ġeven ings +ĠV engeance +qu ite +G all +ĠP ret +Ġp df +ĠL M +ĠSo chi +ĠInter cept +9 20 +Ġprofit ability +ĠId le +ĠMac Donald +ĠEst ablishment +um sy +Ġgather ings +ĠN aj +Charl ie +Ġas cent +ĠProt ector +Ġal gebra +Ġbi os +for ums +EL S +Introdu ced +Ġ3 35 +Ġastron omy +Cont ribut +ĠPol ic +Pl atform +Ġcontain ment +w rap +Ġcoron ary +ĠJ elly +man ager +Ġheart breaking +c air +ĠChe ro +c gi +Med ical +ĠAccount ability +! !" +oph ile +Ġpsych otic +ĠRest rict +Ġequ itable +iss ues +Ġ19 05 +ĠN ek +c ised +ĠTr acking +Ġo zone +Ġcook er +ros is +Ġre open +Ġinf inity +ĠPharm aceutical +ens ional +Att empt +ĠR ory +Mar co +Ġawa its +H OW +t reated +Ġbol st +Ġreve red +Ġp ods +opp ers +00 10 +Ġampl itude +ric an +SP ONSORED +Ġtrou sers +Ġhal ves +ĠK aine +ĠCut ler +ĠA UTH +Ġsplend id +Ġprevent ive +ĠDud ley +if acts +umin ati +ĠY in +Ġad mon +ĠV ag +Ġin verted +Ġhast ily +ĠH ague +L yn +Ġled ger +Ġastron omical +get ting +Ġcirc a +ĠC ic +ĠTenn is +Lim ited +Ġd ru +ĠBY U +Ġtrave llers +Ġp ane +ĠInt ro +Ġpatient ly +Ġa iding +Ġlo os +ĠT ough +Ġ29 3 +Ġconsum es +Source File +Ġ"" " +Ġbond ing +Ġtil ted +Ġmenstru al +ĠCel estial +UL AR +Plug in +Ġrisk ing +N az +ĠRiy adh +Ġacc redited +Ġsk irm +é Ľ +Ġexam iner +Ġmess ing +Ġnear ing +ĠC hern +ĠBeck ham +Ġsw apped +Ġgo ose +K ay +Ġlo fty +ĠWal let +Ġ[ ' +Ġap ocalypse +Ġb amboo +ĠSP ACE +ĠEl ena +Ġ30 6 +ac ons +Ġtight ened +Ġadolesc ence +Ġrain y +Ġvandal ism +ĠNew town +Ġcon ject +c akes +Ġche ated +Ġmoder ators +par ams +E FF +Ġdece it +ĠST L +ĠTanz ania +ĠR I +Ġ19 23 +ĠEx ile +the l +Ġthe olog +Ġquir ky +ĠIr vine +Ġneed y +or is +U m +K a +Ġmail box +3 22 +Ġb os +ĠPet ra +K ING +Ġenlarg ed +O ften +Ġbad ass +Ġ3 43 +ĠPl aces +ĠC AD +Ġpr istine +Ġinterven ing +d irection +Ġl az +ĠD SM +Ġproject ing +ĠF unk +ag og +pay ment +n ov +Ġch atter +AR B +Ġexam inations +ĠHouse hold +ĠG us +F ord +4 14 +B oss +Ġmy stic +Ġle aps +ĠB av +ul z +b udget +Foot ball +Ġsubsid ized +Ġfirst hand +Ġcoinc ide +oc ular +Con n +ĠColl abor +Ġfool s +am ura +ah ar +r ists +Ġsw ollen +Ġexp ended +ĠP au +s up +Ġsp ar +Ġkey note +s uff +Ġunequ al +Ġprogress ing +str ings +ĠGamer gate +Dis ney +ĠEle ven +om nia +Ġscript ed +Ġear ners +bro ther +ĠEn abled +æ ³ +Ġlar vae +ĠL OC +m ess +Wil son +ĠTem plate +success fully +Ġparam ount +Ġcamoufl age +Ġbind s +ĠQu iet +ĠSh utterstock +r ush +Ġmasc ot +fort une +ĠCol t +ĠBe yon +hab i +Ġha irc +Ġ26 7 +ĠDe us +Ġtw itch +Ġconcent rating +Ġn ipples +c ible +Ġg ir +N Z +M ath +n ih +Requ ired +Ġp onder +ĠS AN +Ġwedd ings +Ġl oneliness +N ES +ĠMah jong +69 5 +add le +ĠGar ner +ĠC OUR +Br idge +Ġsp ree +ĠCald well +Ġbri bery +Ġ���� ���� +plug ins +Ġr acket +Ġchamp agne +vers ible +V ote +Ġmod ifiers +May or +6 80 +Ġassemb lies +ĠS ultan +ĠN ing +ĠLad ies +Ġsulf ur +Ġor bs +Ġ---- - +____ ___ +ĠJournal ism +Ġes ports +Ġl ush +Ġh ue +Ġspect ral +H onest +ãĥ ı +Ġbus hes +Ġrein forcement +Ġre opened +ĠWhe els +ĠM org +rie ving +Ġaux iliary +Ġj Query +ĠB AT +tes que +Ġver tex +p ure +f rey +ãĤ º +d os +Ġty ph +Ġc ull +Ġe q +Ġdec on +Ġtoss ing +Ġdispar ate +ĠBr igham +print f +led ged +Ġsu nd +Ġco zy +Ġhepat itis +per forming +Ġav al +ĠG G +f uture +Ġpet ertodd +ĠKos ovo +Ġmagn ets +Al ready +ĠEd ison +ĠCe res +ĠRA ID +Ġbrill iance +57 6 +Ġder ives +Ġhypert ension +ĠÎ Ķ +Ġlamb da +Ġfl air +Ġmission aries +Ġrap es +ĠSt arter +ĠMon ths +Ġdef y +Ġseism ic +ĠR aphael +Ġeuro zone +65 6 +z sche +Ġscr atched +Ġb ows +ĠLenn on +ĠGa ia +Ġdri pping +f acts +A le +Ġfrog s +ĠBre ast +ogene ity +ĠProsecut or +Ġampl ified +ĠHod g +ĠF n +Th ousands +ĠNI H +ĠMonitor ing +FT WARE +ĠPri ebus +ĠG rowing +hun ter +Ġdiagn ose +ĠM ald +ĠL R +Ġcrown ed +Ġburst ing +Ġdiss olution +j avascript +Ġuseful ness +ĠExec ution +: ( +ĠIv ory +a ah +Ġpersecut ed +viol ence +ist as +ĠCr ate +Ġimpuls es +ĠSp ani +ed es +Hand le +ĠZ erg +think able +Last ly +Ġspont aneously +Ġinconven ient +Ġdismiss ing +Ġpl otted +Ġeight y +Ġ7 37 +r ish +ĠThor nton +ath am +Ġsit com +V en +Rec ipe +t el +l und +Ġcle ars +ĠSas uke +Ġ25 8 +Ġopt ing +Ġen raged +est hetic +ĠA e +uch s +Pre p +Fl ow +Ġrun off +ĠE ating +ĠG iles +ĠAct ing +res ources +ib aba +Ġr pm +Ġske wed +ĠBl anc +ĠS akuya +Ġhot ter +Ġ19 24 +op ian +ck o +Ġcr umbling +Ġcapt ains +ĠAppropri ations +le aders +dro pping +an uts +Ġrevers ing +ĠP ose +ĠS ek +Sc ot +ĠIde a +c ise +ĠSloven ia +Ġ3 17 +Do ctor +Ġcro cod +ald i +Se a +ĠFar rell +Ġmerc enaries +ĠR NC +ĠGu ess +Ġp acing +M achine +Streamer Bot +ĠChar ity +Ġ29 8 +Ġcann ons +ĠTob y +TPP StreamerBot +ĠPass ion +cf g +Th om +Ġbad ges +ĠBern stein +. âĢĵ +ĠP OP +ĠCon j +Ġinitial ization +Ġbiod iversity +D ub +Ġfeud al +Ġdisclaim er +Ġc row +Ġign ition +ar f +S HA +Ġk Hz +h azard +ĠArt ists +oe uv +67 9 +ĠRud y +N ine +ĠRam adan +å ½ +itt o +Ġadren aline +C ert +Ġsmell ed +Ġimp unity +Ġag endas +ĠRe born +ĠCon cent +ĠSe ems +Ġo mega +ĠDust in +Ġback er +ĠSau ce +ĠBoy le +W IN +Ġsp ins +Ġpa uses +u pt +Ġshred ded +Ġstra pped +ĠCor ruption +Ġscr atches +Ġn i +Ġatt ire +ĠS AF +Factory Reloaded +ĠI PS +Ġ( % +Ġsem inar +f ocus +c ivil +Ġ18 60 +int osh +Ġcontin ual +Ġabbre vi +ĠS ok +oc obo +X M +Ġfr antic +Ġunavoid able +Ġar tery +Ġannot ations +b ath +Cl imate +Ġd ors +ĠSl ide +co ord +ĠRel oad +ĠL DL +ĠLove craft +Ġunim agin +Ġresemb led +Ġbarr acks +n p +Ġsurrog ate +Ġcategor ized +ãĤ © +Ġvacc inated +Ġdrain age +Ġind ist +ĠWhats App +Ġ18 70 +oler ance +inv oke +am orph +Ġrecon nect +Ġem anc +Ġblind ness +Ġ12 80 +intern et +c ollar +Ġalt ru +Ġab yss +ĠT RI +65 7 +Ġinf used +HE AD +Ġforest ry +ĠWood y +ĠC i +w i +s am +78 4 +hol iday +Ġmog ul +ĠF ees +ĠD EN +In ternal +ur bed +f usc +at om +ĠIll usion +Ġpoll ed +Ġfl ap +Ġco ax +L GBT +An aly +ĠSect ions +ĠCalif orn +em n +Ġh ither +ĠN IGHT +Ġn ailed +ĠPip eline +39 1 +o of +ĠPr imal +vere nd +Ġsl ashing +Ġret ri +avi our +Ġdepart ing +g il +IS C +Ġmid way +Ġultras ound +Ġbeh aving +ĠT ara +class es +V irtual +ĠColon ial +Ġstri pping +Ġorchestr ated +ĠGra ves +45 2 +ĠIron ically +ĠWrit ers +Ġl ends +ĠMan z +Ġra ven +Ġoxid ative +Ġ26 6 +EL F +act ually +asc ar +D raft +Ġfavour able +Ġhumili ating +Ġf idelity +ĠH of +ĠX uan +49 6 +Ġlay ered +at is +79 0 +Ġpay check +it on +K ar +ĠVM ware +ĠFar mer +Ġserv ic +gl omer +Ġsl ump +ĠFab ric +ĠD OC +est ing +Ġreass ure +Ġph yl +v olt +it ory +R ules +Ġoxid ation +Ġpri zed +Ġmist ress +ĠDj ango +WAR N +å ij +Ġenc ode +ĠFeed back +Ġstupid ity +I an +ĠYugoslav ia +× ¨ +ac l +UT E +19 77 +Ġqual ifies +Ġpuls es +pret ty +Ġfro ze +Ġs s +Iter ator +Ġur gently +Ġm ailed +ĠCh am +Ġsust aining +Ġbas il +Ġpupp ies +il ant +ĠP LEASE +l ap +ace ous +F ear +ĠMaster y +aut omatic +ĠT AG +Ġant im +ag les +47 3 +fram es +Ġwh ispers +ĠWho ever +Ġbra very +ĠUK IP +ract ions +"" " +Ġt ame +Ġpart ed +every thing +CON T +Ġind ebted +Ġadd r +re k +IR ED +Ġem inent +cl inton +Ġo usted +Ġreview er +Ġmelt down +Ġre arr +ĠY ao +the real +aby te +Ġst umbling +Ġbat ches +Ġ25 9 +Ġcontrace ptive +Ġprost itute +ens is +De cl +ĠSt rikes +M ilitary +ĠO ath +v acc +pp ings +05 2 +Ġpart Name +amp ing +Rep orts +K I +CH R +Ġsubt ly +sw ers +Bl ake +us ual +Ġcontest ants +Ġcart ridges +ĠGRE AT +Ġbl ush +ĠâĢ º +47 2 +Ġreason ed +ãĥ ¤ +paralle led +Ġd yn +ag ate +Ġnight ly +å Ĩ +55 6 +Ġsem antic +ĠAdv oc +Ġ !! +Ġdisag rees +ĠB W +V eh +Ġharm ing +Ġembr aces +Ġstri ves +Ġin land +ĠK ard +Ġhe ats +ĠGin ny +ut an +ern aut +yl ene +ĠE lev +J D +Ġh ars +ĠStar r +Ġsk ysc +Ġcollabor ators +Us ually +Ġrev olutions +ĠSTAT S +Ġdism antle +Ġconfident ly +Ġkin etic +Al i +Ġpercent ile +Ġextract ing +ill ian +est ead +Ġphysic ists +ĠMarsh al +Ġfell owship +Ġd ashed +ĠU R +ĠSi oux +ĠComp act +am ide +P ython +ĠLe igh +ĠPharm ac +ist rates +her ical +Ġf ue +ĠE min +Ġ( { +ĠNeighbor hood +Ġdisrupt ing +ĠD up +Ġg land +ĠSe v +ĠMar ian +arg on +ĠD und +Ġ< !-- +Ġstr and +Ġstadium s +z os +Ġpsych osis +ĠR ack +Ġbrilliant ly +ï¸ ı +Ġsubmer ged +ĠInst it +ĠCh ow +Ġc ages +ĠH ats +ĠU rs +Ġdil uted +us at +ien ne +ĠMembers hip +ĠBur k +Ġ ie +Ġarche type +D rug +ult on +ĠSp ock +ĠMcK ay +ĠDep end +F eatured +S oc +19 78 +ĠB ere +Ġrelent lessly +Ġcripp ling +Ġar thritis +çĶ Ł +ĠTrop ical +ĠBul g +ĠCher yl +Ġadm irable +Ġsub title +Over ride +Ġorig inating +ĠC CP +Ġsw ore +ĠSo le +ĠDis orders +3 29 +Ġprocess ion +Ġref urb +Ġimm ersed +requ ently +Ġskept ics +Ġcer amic +m itter +en stein +b elt +ĠT IT +b idden +Ġf ir +m ist +> ] +Ġwe ave +ĠParad ox +Ġentr usted +ĠBarcl ays +Ġnovel ist +og ie +80 6 +Ġnin ety +Ġdisag reements +@@@@ @@@@ +ĠAus chwitz +c ars +ĠL ET +t ub +arant ine +P OS +Ġback story +Ġcheer ful +ĠR ag +ek a +bi ased +Ġinexper ienced +ak ra +ĠW itt +t an +Ġrap ist +Ġplate au +ch al +ĠInqu is +exp ression +Ġc ipher +Ġsh aving +add en +re ly +( \ +ism a +ĠReg ulatory +CH AR +ily n +N VIDIA +G U +Ġmur m +la us +Christ opher +Ġcontract ual +ĠPro xy +ĠJa ime +ĠMethod ist +Ġstew ards +st a +per ia +Ġphys iology +Ġbump ed +Ġf ructose +Austral ian +ĠMet allic +ĠMas querade +ar b +Ġprom ul +Ġdown fall +Ġbut cher +Ġb our +ĠIN FORMATION +ĠB is +pect s +ad ena +Ġcontempl ating +ar oo +cent ered +ĠPe aks +Us ed +Ġmod em +Ġg enders +Ġ8 000 +37 1 +Ġm aternity +ĠR az +Ġrock ing +Ġhandgun s +ĠD ACA +Aut om +ĠN ile +Ġtum ult +ĠBenef it +ĠAppro ach +works hop +ĠLe aving +G er +inst ead +Ġvibr ations +Ġrep ositories +49 7 +ĠA unt +ĠJ ub +ĠExp edition +Al pha +Ġs ans +Ġoverd ue +Ġoverc rowd +Ġlegisl atures +Ġp aternal +ĠLeon ardo +Ġexp ressive +Ġdistract ions +Ġsil enced +tr ust +Ġb iking +Ġ5 60 +Ġpropri et +Ġimp osition +Ġcon glomer +Ġ= ================================================================ +ĠTe aching +ĠY ose +int ensive +T own +Ġtroll ing +ĠGr ac +ĠAS US +Y o +Ġspecial s +ĠNep h +ĠGod zilla +Dat abase +ĠHe gel +Ġ27 2 +19 76 +ĠGl oria +Ġdis emb +ĠInvestig ations +ĠB ane +ag ements +St range +Ġtre asury +ĠPl ays +Ġundes irable +Ġwid ening +Ġverb ally +Ġinf ancy +Ġcut ter +f ml +Ġ21 00 +prot otype +f ine +Ġdec riminal +Ġdysfunction al +Ġbes ie +ĠErn st +z eb +Ġnort heastern +Ġa ust +por ate +ĠMar lins +Ġsegreg ated +ew orld +ĠMa her +Ġtra verse +Ġmon astery +ur gy +G ear +s and +Com pl +ĠE MP +Ġpl ent +ĠMer cer +Ġ27 6 +TA BLE +Config uration +H undreds +Ġpr ic +Ġcollabor ating +ĠPar amount +ĠCumm ings +Ġ( < +Ġrecord er +Ġfl ats +Ġ4 16 +wh ose +Font Size +ĠOr bit +Y R +Ġwr ists +Ġb akery +) } +ĠB ounty +ĠLanc aster +Ġend ings +acc ording +ĠSal am +e asy +75 5 +ĠBur r +ĠBarn ett +onom ous +Un ion +Ġpreced ence +ĠScholars hip +ĠU X +Ġroll out +Ġbo on +al m +ĠCan ter +æ µ +Ġround ing +Ġcl ad +Ġv ap +ĠF eatured +is ations +Ġ5 40 +pol ice +Ġunsett ling +Ġdr ifting +ĠLum ia +ĠObama Care +ĠF avor +Hy per +ĠRoth schild +ĠMil iband +an aly +ĠJul iet +H u +Ġrec alling +a head +69 6 +Ġunf avorable +Ġd ances +O x +Ġleg ality +Ġ40 3 +rom ancer +Ġinqu ire +ĠM oves +\ "> +ĠVari ant +ĠMess iah +ĠL CS +ĠBah á +75 6 +Ġeyeb row +Ġ ¥ +ĠMc F +ĠFort y +M as +Ġpan icked +Ġtransform ations +q q +Ġrev olves +ring e +ĠA i +ax e +Ġon ward +ĠC FR +ĠB are +log in +Ġliqu ids +Ġde comp +second ary +il an +ĠCon vert +ami ya +Ġprosecut ing +Ġâī ¡ +ĠYork ers +ĠByr ne +sl ow +aw ei +J ean +Ġ26 9 +ĠSky dragon +Ġ é +ĠNicarag ua +ĠHuck abee +ĠHigh ly +Ġamph ib +ĠPast or +ĠL ets +Ġbl urred +Ġvisc eral +ĠC BO +Ġcollabor ated +z ig +Leg al +Ġapart heid +Ġbr id +Ġpres et +ĠD ET +ĠAM A +× Ķ +arch ing +auc uses +build er +Ġpo etic +Ġem ulator +ĠMole cular +Ġhon oring +ise um +Ġtract or +ĠCl uster +ĠCal m +ared evil +Ġsidew alks +Ġviol in +Ġgeneral ized +ĠAle c +Ġemb argo +Ġfast ball +ĠHT TPS +ĠL ack +ĠCh ill +ri ver +C hel +ĠSw arm +ĠLev ine +ro ying +L aunch +Ġkick er +Ġadd itive +ĠDe als +W idget +cont aining +Ġescal ate +ĠOP EN +Ġtwe aked +Ġst ash +Ġsp arks +ĠEs sex +ĠE cc +Ġconv ict +Ġblog ging +I ER +ĠH L +Ġmurd erers +75 9 +ĠH ib +Ġde pl +ĠJ ord +S ac +Ġdis sect +ĠHow e +os her +Ġcustom izable +ĠFran z +Ġat ro +Ä ĩ +Ġ000 4 +Ġout post +R oss +Ġglyph osate +ĠHast ings +ĠBE FORE +Ġsh ove +o pped +ĠSc ala +Ġam ulet +an ian +Ġexacerb ated +Ġe ater +47 1 +UM E +Ġpul p +izont al +ĠZ am +ĠAT I +imm une +aby tes +Ġunnecess arily +ĠC AT +ĠAx is +Ġvisual ize +à ī +ĠRad ical +f m +Doc uments +ĠFor rest +Ġcontext ual +ĠSy mbol +Ġtent ative +ĠDO ES +ĠGood s +Ġintermitt ent +} : +medi ated +Ġridic ule +Ġathe ism +Ġpath ogens +ĠM um +Ġre introdu +Ġ30 7 +i HUD +Ġflash light +Ġsw earing +Ġp engu +B u +Ġrot ated +ĠCr ane +Ġ() ); +Ġfashion able +Ġendors ing +46 3 +) [ +Ġingest ion +Ġcook s +Ġ9 50 +ot omy +ĠIm am +Ġk a +Ġte aser +ĠGhost s +ĠãĤ µ +19 69 +Ï ĥ +ub by +Ġconver ter +zan ne +end e +ĠPre par +ĠNic kel +ĠChim era +h im +ĠTyr ann +ĠSabb ath +ĠNich ols +Ġra pt +ih ar +Ġshe lling +Ġillum inate +Ġdent ist +ut or +ĠInteg ration +Ġwh ims +ĠLiter ary +Be aut +Ġp archment +ag ara +Br and +Ġder og +âĢ¦ ) +ĠNor se +Ġunw itting +Ġc uc +Ġborder line +Ġupset ting +Ġrec ourse +Ġd raped +ĠRad ar +Ġcold er +ĠPep si +im inary +], [ +65 8 +V i +ĠF rem +ĠP es +Ġveter inary +ĠT ED +ĠEp idem +n ova +k id +Ġdev out +o ct +j ad +M oh +ĠP AY +Ġge ometric +Ġ3 23 +Ġcircum ference +ich ick +19 75 +ĠY uri +ĠSh all +ĠH over +un in +S pr +Ġg raft +ĠHapp iness +Ġdisadvant ages +att acks +Ġhub s +ĠStar Craft +é ĸ +Ġgall eries +ĠKor ra +Ġgrocer ies +ĠGors uch +Ġrap ists +Ġfun gi +ĠTyph oon +V ector +ĠEm press +b attle +4 68 +Ġparas ite +ĠBom ber +S G +ex ist +ĠP f +Ġun se +Ġsurge ons +B irth +ĠUn sure +ĠPrint ed +ĠBehavior al +ĠA ster +Pak istan +Ġun ethical +Ġs v +ĠIo T +Ġlay outs +P ain +Ġconst ants +ĠL W +ĠB ake +Ġtow els +Ġdeterior ation +ĠBol ivia +Ġblind ed +ĠW arden +ĠMist ress +Ġon stage +Ġcl ans +ĠB EST +19 60 +Ġant ique +Ġrhet orical +ĠPer cy +ĠRw anda +, . +B ruce +Ġtra umat +ĠParliament ary +Ġfoot note +id ia +ĠLear ned +se eking +gen ic +Ġdim ensional +H ide +èĢ ħ +Ġintrig ue +in se +Ġle ases +Ġapp rentices +w ashing +Ġ19 26 +V ILLE +Ġsw oop +s cl +Ġbed rooms +on ics +ĠCr unch +comp atible +Ġincap ac +ĠYemen i +ash tra +z hou +d anger +Ġmanifest ations +ĠDem ons +AA F +Secret ary +ACT ED +L OD +Ġam y +ra per +eth nic +4 17 +Ġpos itives +Ġ27 3 +ĠRefuge es +Ġus b +ĠV ald +odd y +ĠMahm oud +As ia +Ġskull s +ĠEx odus +ĠComp et +ĠL IC +ĠM ansion +ĠA me +Ġconsolid ate +storm s +ont ent +99 6 +Ġcl en +Ġm ummy +fl at +75 8 +ĠV OL +oter ic +n en +ĠMin ute +S ov +Ġfin er +R h +ly cer +Ġreinforce ments +ĠJohann es +ĠGall agher +Ġgym n +S uddenly +Ġext ortion +k r +i ator +T a +Ġhippocamp us +N PR +ĠComput ing +Ġsquare ly +Ġmod elling +ĠFor ums +ĠL isp +ĠKrish na +Ġ3 24 +Ġr ushes +Ġens ued +Ġcre eping +on te +n ai +il ater +ĠHorn ets +Ġob livious +IN ST +55 9 +Ġjeopard y +Ġdistingu ishing +j ured +Ġbeg s +sim ilar +ph ot +5 30 +ĠPark way +Ġs inks +ĠHearth stone +ib ur +ĠBat on +Av oid +Ġd ancer +Ġmag istrate +ary n +Ġdisturb ances +ĠRom ero +Ġpar aph +Ġmis chief +âĸ ĵ +ĠSh aria +Ġur inary +r oute +iv as +f itted +Ġeject ed +ĠAl buquerque +Ġ4 70 +Ġirrit ated +ĠZ ip +ĠB iol +à į +Ġden ounce +Ġbin aries +ĠVer se +Ġopp os +ĠKend rick +ĠG PL +Ġsp ew +ĠEl ijah +ĠE as +Ġdr ifted +so far +Ġannoy ance +ĠB ET +47 4 +ĠSt rongh +it ates +ĠCogn itive +oph one +ĠIdent ification +ocr ine +connect ion +Ġbox er +ĠAS D +ĠAre as +Y ang +t ch +ull ah +Ġdece ive +Comb at +ep isode +cre te +W itness +Ġcondol ences +ht ar +Ġhe als +Ġbuck ets +ĠLA W +B lu +Ġsl ab +ĠOR DER +oc l +att on +ĠSteven son +ĠG inger +ĠFriend ly +ĠVander bilt +sp irit +ig l +ĠReg arding +ĠPR OG +Ġse aling +start ing +Ġcard inal +ĠV ec +ĠBe ir +Ġmillisec onds +we ak +per se +Ġster ile +ĠCont emporary +ĠPh ant +ĠCl o +Ġout p +Ġex iled +Ġ27 7 +Ġself ie +Ġman ic +Ġn ano +ter ms +Alex ander +Ġres olves +Ġmillenn ia +Ġexpl odes +Ġconst ellation +Ġadul tery +m otion +D OC +Ġbroad casters +Ġkinderg arten +ĠMay weather +ĠE co +ich o +Ġ28 7 +l aun +Ġm ute +Ġdisc reet +Ġpres chool +Ġpre empt +De lete +ĠFre ed +P i +H K +Ġblock er +ĠC umber +Ġw rought +d ating +Ġins urer +Ġquot as +Ġpre ached +Ġev iction +ĠReg ina +ĠP ens +Ġsevent een +ĠN ass +D ick +Ġfold s +Ġd otted +ĠA ad +Un iversal +Ġp izz +ĠG uru +Ġso ils +Ġno vice +ĠNe ander +Ġst ool +Ġdeton ated +ĠPik achu +ĠMass ive +IV ER +ĠAb del +Ġsubdu ed +Ġtall est +Ġprec arious +Ġa y +r ification +ĠOb j +c ale +Ġun question +cul osis +ad as +igr ated +D ays +Ġque ens +ĠGaz ette +ĠCol our +ĠBow man +ĠJ J +ï ve +Ġdomin ates +Stud ent +Ġm u +Ġback log +ĠElect ro +Tr uth +48 3 +Ġcond ensed +r ules +ĠCons piracy +Ġacron ym +hand led +ĠMat te +j ri +ĠImp ossible +l ude +cre ation +Ġwar med +ĠSl ave +Ġmis led +Ġfer ment +ĠK ah +ink i +ke leton +cy l +ĠKar in +Hun ter +Reg ister +ĠSur rey +Ġst ares +ĠW idth +ĠN ay +ĠSk i +Ġblack list +uck et +Ġexp ulsion +im et +Ġret weet +vant age +Fe ature +Ġtro opers +Ġhom ers +9 69 +Ġconting ency +ĠW TC +ĠBrew er +fore ign +W are +S olar +Ġund ue +RE C +ulner able +path ic +ĠBo ise +Ġ3 22 +Ġarous ed +ĠY ing +ä¸ į +uel ess +Ġp as +Ġmor p +Ġfl oral +Ex press +ud ging +k B +ĠGr anted +Ø ¯ +ĠMich a +ĠGoth ic +ĠSPEC IAL +ĠRic ardo +F ran +Ġadminister ing +6 20 +por a +Ġ ® +Ġcomprom ises +Ġb itten +Ac cept +Th irty +Ð ² +Ġmater ially +ĠTer r +ig matic +ch ains +Ġdo ve +stad t +Mar vel +FA ULT +Ġwind shield +Ġ3 36 +ad ier +Ġsw apping +Ġflaw less +ĠPred ator +ĠMiche le +Ġprop ulsion +ĠPsych ic +Ġassign ing +Ġfabric ation +Ġbar ley +l ust +Ġtow ering +Ġalter cation +ĠBent ley +Sp here +Ġtun a +ĠClass es +Fre edom +un er +L ady +v oice +Ġcool est +or r +Ġpal p +$ { +Ġhyster ia +ĠMet atron +p ants +Ġspawn ing +Exper ts +ĠInvest ors +ĠAn archy +Ġshr unk +ĠVict im +Ġ28 9 +Ġec stasy +ĠB inding +58 5 +ĠMel ody +57 8 +ot ally +ĠE tsy +lig a +Ġapplaud ed +Ġswe ating +Ġredist ributed +Ġpop corn +Ġsem inal +f ur +ĠNeuro science +R and +ĠO st +ĠMadd en +ĠIncre asing +ĠDaw kins +ĠSub way +Ġar sen +cons erv +B UR +Ġsp iked +ĠLy ft +ĠImper ium +ĠDrop box +Ġfav oured +Ġencomp asses +gh ost +Ġins pires +Ġbur geoning +ĠY oshi +ĠVert ical +ĠAud itor +Ġint ending +Ġfilib uster +Bl oom +f ac +ĠCav s +ign ing +Ġcowork ers +ĠBarb arian +rem ember +FL AG +Ġaudit ory +ason ry +Col lege +Ġmut ed +gem ony +ob in +ĠPsych o +9 68 +Ġlav ish +Ġhierarch ical +ĠDr one +ou k +Ġcripp led +ĠMax im +Sl ot +Ġqu iz +ĠV id +if ling +Ġarchae ologists +Ġabandon ment +d ial +le on +ĠF as +T ed +Ġr aspberry +Ġmaneu vers +Ġbehavi ours +Ġins ure +Ġrem od +Sw itch +h oe +Ġsp aced +Ġafford ability +ĠF ern +not ation +ĠBal anced +Ġoccup ies +en vironment +Ġneck lace +Ġsed an +F U +ĠBrav o +Ġab users +ĠAn ita +met adata +ĠG ithub +ait o +ĠF aster +ĠWass erman +ĠF lesh +Ġth orn +r arily +ĠMer ry +w ine +Ġpopul ace +ĠL ann +Ġrepair ing +Ġpsy che +Ġmod ulation +aw aru +âĢĭ âĢĭ +ari j +Ġdecor ations +Ġapolog ise +ĠG arg +app ly +Ġgive away +ĠFl an +ĠWy att +U ber +Ġauthor ised +ĠMor al +HAHA HAHA +activ ate +Ġtorped o +ĠF AR +Ġam assed +ĠA ram +ark in +ĠVict ims +st ab +Ġo m +ĠE CO +Ġopio ids +Ġpurpose ly +ĠV est +Ġer g +at an +ĠSur gery +Ġcorrect ing +ĠOrt iz +ĠBe et +Ġrev oke +Ġfre eway +ĠH iggins +F ail +ĠFar ms +ĠAT P +h ound +Ġp oking +ĠCommun ists +mon ster +iment ary +Ġunlock ing +Ġunf it +we ed +en ario +at ical +ĠEnlight enment +ĠN G +ĠComp ensation +de en +ĠWid ow +ĠCind y +ĠAfter wards +Ġ6 000 +ikh ail +ag ically +Ġrat ified +Ġcasual ty +H OME +p sey +f ee +Ġspark ling +Ġd é +Ġconcert ed +C atal +Ġcomp lying +ĠA res +ĠD ent +Sh ut +Ġsk im +ad minist +Ġhost ilities +ĠG ins +Ġ6 08 +Ġm uddy +ĠMc Int +ĠDec ay +5 25 +Ġconspic uous +ĠEx posure +Ġresc ind +Ġwear able +Ġ3 28 +our met +ah s +ĠRob ots +Ġe clips +inst ance +ĠRE PORT +ĠApp l +0 30 +ĠSk ies +01 00 +Ġfall acy +S ocket +ĠRece iver +Ġsol ves +ĠButter fly +ĠSho pping +ĠFI RE +65 4 +Med ic +Ġsing ers +ĠNeed less +'' '' +isher s +ĠD ive +58 8 +Ġselect ively +Ġcl umsy +88 9 +Ġpurch aser +ear ned +ard y +Ġbenef iting +eng lish +Ġyield ing +ĠP our +Ġspin ach +Ġdel ve +ĠC rom +6 10 +Ġexport ing +ĠMA KE +Ġ26 3 +Ġg rop +Ġenv oy +ĠInqu iry +ĠLu igi +d ry +ĠT uring +Thumbnail Image +ĠVar iety +Ġfac et +Ġfl uffy +Ġexcerpt s +Ġsh orth +ĠOl sen +CL UD +Ġrel iant +ĠUN C +T our +Ġbat hing +Comp any +Ġglobal ization +P red +ĠMalf oy +Ġh oc +j am +craft ed +ĠBond s +ĠKiss inger +Eng land +Ġorder ly +cat entry +Ġ26 1 +Ġexch anging +ĠInt ent +ĠAmend ments +D OM +Ġst out +³³³³³³³³ ³³³³³³³³ +ĠAir bus +Ġ27 8 +hy de +P oll +Item ThumbnailImage +Ġlooph oles +ĠPill ar +Ġexpl or +St retch +A part +Ġun married +Lim it +ĠTransform ers +Ġintellect ually +unct ure +18 00 +Ġd arn +B razil +Ġleft over +ber us +f red +Mine craft +3 26 +ĠForm s +Ġproof s +ĠDes igned +Ġindex es +ĠSupp ose +EM S +ĠL oving +ĠBon nie +im ating +OT US +Ġconduct or +Ġbehav ed +ĠF ren +Ġsy nerg +Ġmillenn ium +Ġcater ing +ĠL auder +W r +ĠY iannopoulos +ĠAT F +Ġensl aved +Ġawaken ed +D VD +ĠED ITION +ĠConc ert +ĠChall enger +ĠH aku +umer ic +Ġdep recated +ĠSH AR +4 12 +Ġdy stop +Ġtremb ling +Ġdread ed +ĠSp ac +p adding +Re pl +ĠG arrison +M ini +Ġun paralleled +am ar +URR ENT +w reck +c ertain +t al +ĠC LS +app ings +Ġsens ed +Ġf encing +ĠPas o +ĠDes k +Ġsc off +Ġcontem plate +ĠL iga +l iquid +75 7 +Ġapp rentice +ĠUCH IJ +5 70 +ĠTh ousand +ĠIll um +Ġchampion ed +ãĤ Į +Ġelect ors +Ġ3 98 +ĠH ancock +round ed +ĠJ OHN +Ġuns atisf +Ġqual ifier +ĠGad get +EN E +Ġdead liest +ĠPl ants +Ġ ions +Ġacc ents +Ġtwe aking +Ġsh aved +F REE +ĠCh aser +Again st +9 60 +Ġmeth amphetamine +Ġnormal ized +Ġ$ \ +ĠPre cision +ĠGu am +Ġch oked +ĠX II +ĠCast ing +Tor rent +Ġscal p +ĠJagu ar +w it +Ġsem ic +ix ie +ĠG ould +Ġconf ines +N usra +ĠL on +ĠJ ugg +y cle +ĠCod ec +E gypt +Ġrest rain +ĠAl iens +Ġch oking +ĠD unk +ĠBell a +ab c +Ġsl ang +Ġneuro trans +s av +Ġempower ment +â ĨĴ +Ġclim bers +ĠM im +ĠF ra +ros se +Cap ital +ĠCth ulhu +Inter face +Ġprof icient +ĠIN TO +Ġ3 18 +ront al +5 80 +ĠDes pair +K enn +Ġscrim mage +ĠCo at +as ions +Ġwall paper +ĠJ ol +Ġresurg ence +Ġant iv +ĠB alls +² ¾ +Ġbuff ers +Ġsub system +ĠSt ellar +ĠL ung +A IDS +Ġerad icate +Ġblat antly +Ġbehav es +ĠN un +Ġant ics +ex port +DE V +w b +Ġph p +ĠInteg rity +Ġexplore r +Ġrev olving +auth ored +g ans +Ġbas k +Ġas ynchronous +å į +TH ING +69 8 +G ene +ĠR acer +ĠN ico +iss ued +Ġser mon +p ossibly +Ġsize of +Ġentrepreneur ial +ox in +ĠMin erva +Ġpl atoon +n os +ri ks +A UT +ĠAval anche +ĠDes c +ij 士 +ĠP oc +Ġconf erred +Î » +Ġpat ched +F BI +66 2 +Ġfract ures +Ġdetect s +Ġded icate +Ġconstitu ent +Ġcos mos +W T +Ġswe ats +Ġspr ung +b ara +s olid +Ġuns us +Ġbul ky +ĠPhilipp e +ĠFen rir +Ġtherap ists +ore al +^^ ^^ +Ġtotal ed +Ġboo ze +ĠR PC +Prosecut ors +Ġdis eng +ĠSh ared +Ġmotor cycles +Ġinvent ions +Ġlett uce +ĠMer ge +ĠJ C +Ġspiritual ity +ĠWAR NING +Ġunl ucky +ĠT ess +Ġtong ues +ĠD UI +T umblr +Ġle ans +Ġinv aders +Ġcan opy +ĠHur ricanes +ĠB ret +ĠAP PLIC +id ine +ick le +Reg arding +Ġve ggies +Ġe jac +ju ven +F ish +D EM +ĠD ino +Th row +ĠCheck ing +be ard +( & +Ġj ails +Ġh r +trans fer +iv ating +Ġfle ets +ĠIm ag +ĠMc Donnell +Ġsnipp et +Is a +ĠCh att +ĠSt ain +ĠSet FontSize +ĠO y +ĠMathemat ics +49 4 +Ġelectro ly +ĠG ott +ĠBr as +B OOK +ĠF inger +d ump +Ġmut ants +Ġrent als +Ġinter tw +Ġc reek +ail a +Bro ther +ĠDisc ord +pe e +raw ler +Ġcar p +Ġ27 9 +ãĤ· ãĥ£ +rel ations +Ġcontr asts +Col umn +Ġrec onnaissance +Ġun know +Ġl ooting +Ġregul ates +Ġopt imum +ĠChero kee +ĠA ry +Lat est +Ġroad side +Ġd anced +ĠUnic orn +A cknowled +Ġuncont roll +ĠM US +at io +ch ance +ha ven +VAL UE +Ġfavour ites +Ġceremon ial +b inary +pe ed +wood s +EM P +Ġv ascular +Ġcontempl ated +Ġbar ren +ĠL IST +Y ellow +ospons ors +Ġwhisk y +ĠM amm +ĠDeV os +min imum +H ung +44 2 +P ic +ĠSnap dragon +77 6 +Ġcar ving +Ġund ecided +Ġadvantage ous +Ġpal ms +ĠA Q +Ġst arch +L oop +Ġpadd le +Ġfl aming +ĠHor izons +An imation +bo ost +Ġprob abilities +ĠM ish +Ġex odus +ĠEditor ial +Ġfung us +Ġdissent ing +ĠDel icious +rog ram +ĠD yn +d isk +t om +Ġfab rics +ĠC ove +ĠB ans +Ġsoft en +ĠCON S +Ġin eligible +Ġestim ating +ĠLex ington +pract ice +of i +Ġshe dding +ĠN ope +Ġbreat hed +ĠCorinth ians +y ne +ek i +B ull +Ġatt aching +reens hots +Ġanaly se +ĠK appa +Ġuns ustainable +Ġinter pol +ank y +he mer +Ġprot agonists +Ġform atted +ĠBry ce +ĠAch illes +ĠAb edin +sh ock +Ġb um +b os +qu a +ĠW arn +q t +ĠDi abetes +8 64 +ĠIn visible +Ġvan ish +Ġtrans mitting +Ġmur ky +ĠFe i +Ġawa ited +ĠJur assic +umm ies +Ġmen acing +g all +C ath +B uilt +ild o +ĠV otes +Ġon t +Ġmun itions +ĠFre em +ÃŃ n +Ġdec ency +lo pp +ie ved +ĠG ord +Ġun thinkable +ĠNews week +Ġ3 21 +He at +Ġpresent er +ji ang +Ġpl ank +ĠAval on +Ġben z +ĠR out +Ġslam ming +ĠD ai +ou ter +ĠCook ie +ĠAlic ia +ge y +Ġvan ity +Ġow l +á µ +t ested +ĠAw akens +Ġcan v +Ġblind ly +ĠRid ley +ĠEm ails +Requ ires +ĠSer bian +ograp hed +if rame +eter ia +Ġaltern ating +qu iet +Ġsoc iology +ĠUn lock +ĠCommun ism +Ġo ps +Ġatt ribution +Ġab duction +ĠAb ram +Ġsidel ined +ĠB OOK +Ġref ining +ĠFe eling +ĠOs lo +ĠPru itt +r ack +ang ible +Ġcaut iously +ĠM ARK +eed s +M ouse +ĠStep h +ĠP air +S ab +99 7 +ĠBa al +B ec +Ġcomm a +ĠP all +ĠG ael +Ġmisunder stand +ĠP esh +Order able +Ġdis mal +ĠSh iny +% " +Ġreal istically +Ġpat io +ĠG w +ĠVirt ue +Ġexhaust ing +wh atever +oph ys +y ip +4 18 +Ad just +ĠWa iting +ess on +ĠMaz da +ĠDo zens +Ġstream lined +Ġincompet ence +ĠM eth +Ġeth os +ON ES +Ġincent iv +Ġgr itty +ĠBut cher +Head er +Ġexp onential +à Ł +Ġcorrel ate +Ġcons ensual +s ounding +R ing +Orig in +Ġcon clusive +fe et +ac ly +ĠF ernandez +Buy able +Ġd ucks +aunt lets +Ġel ong +Ġ28 6 +Ġsim ul +G as +ĠK irst +Ġprot r +ĠRob o +ĠAo E +op ol +Ġpsych ologically +sp in +ilater ally +ĠCon rad +W ave +44 1 +ĠAd vertisement +ĠHarm on +ĠOri ental +is Special +Ġpresum ptive +Ġw il +ĠK ier +ne a +Ġp pm +Ġhar bour +ĠW ired +comp any +Ġcor oner +atur days +ĠP roud +ĠN EXT +ĠFl ake +val ued +ce iver +Ġfra ught +Ġc asing +Ġrun away +Ġg in +ĠLaure nt +ĠHar lem +ĠCur iosity +qu ished +Ġneuro science +ĠH ulu +Ġborrow er +Ġpetition er +ĠCo oldown +W ARD +Ġinv oking +conf idence +For ward +Ġst s +pop ulation +Delivery Date +Fil m +ĠC ov +quick Ship +quickShip Available +prim ary +isSpecial Orderable +inventory Quantity +channel Availability +BO X +ĠMulti player +ĠJen ner +77 8 +ĠM d +Ġ~ /. +M N +Ġchild ish +Ġantioxid ant +ĠChrom ebook +Ġ27 4 +Ġscreen play +Ġadvent urous +ĠRelations hip +respons ive +ming ton +Ġcorner stone +ĠF ey +F IR +Ġrook ies +ĠF eaturing +Ġorig inate +Ġelectro des +ant es +Ġscript ures +Ġgl ued +Ġdiscont ent +Ġaff licted +lay out +B rave +Ġm osa +ĠQuant ity +ĠH ik +w inner +H ours +Ġent ail +ĠCell s +olog ue +Ġv il +Ġpre acher +Ġdecor ative +d ifferent +Ġprejud ices +ĠSm oking +ĠNotting ham +so Type +Ġrhyth ms +ĠAl ph +bl ast +Ste el +ĠDaniel le +Ġstr ife +Ġrem atch +so DeliveryDate +ĠF ork +t rip +ol ulu +hes es +C G +ĠPOLIT ICO +ost a +ĠDr ift +é¾įå ¥ +é¾įå¥ ij士 +Ġvet ting +ĠJin ping +ĠRec ession +Min or +ĠF raud +enf ranch +Ġconven ed +ĠNA ACP +ĠMill ions +ĠFarm ing +ĠW oo +ĠFl are +rit o +imm igrant +Ġvac ancy +ĠHE AD +ĠV aj +eg al +ĠV igil +Stud y +Ġru ining +Ġr acks +Ġhe ater +ĠRand olph +ĠBr ush +ĠT ir +Ø ¨ +Ġc ov +% ] +Ġrecount s +ĠO PT +ĠM elt +Ġtr uce +Ġcas inos +Ġcrus ade +Ġcarn age +Ġstri pe +ĠK yl +Text ures +Ġ6 98 +Ġpro clamation +Ġgood ies +Ġ........ .. +pro claimed +P olit +Ġtop ical +Ġspecial ize +ĠA min +g m +Ġanch ored +Ġbear ings +s ample +ĠHigh land +ĠAut ism +Ġmerc enary +Ġinterview er +L ER +ĠSom ers +Ġembry o +ĠAss y +Ġ28 1 +ĠEd iting +ĠCh osen +6 60 +Ġp ci +ĠThunder bolt +BI LL +Ġchuck led +jri wal +h of +Ġearth ly +() { +ind ependence +Ġdisp ers +ĠV endor +ĠG areth +Ġp als +P enn +ĠSub mit +ic um +Th u +Ġcl andestine +Ġcann ibal +ĠCl erk +E Stream +gal itarian +âĻ ¥ +g ew +Ġhor rend +ĠL ov +ĠRe action +ocr in +Class ic +Ġecho ing +Ġdiscl osing +ĠIns ight +og un +ĠInc arn +upload s +pp erc +guy en +Ġ19 01 +ĠB ars +68 7 +Ġb ribes +ĠFres no +ur at +ĠRe ese +Ġintr usive +Ġgri pping +ĠBlue print +ĠR asm +un ia +man aged +ĠHeb do +Ġ3 45 +Ġdec oding +Ġpo ets +Ġj aws +ĠF IGHT +am eless +ĠMead ows +ĠHar baugh +Inter view +ĠH osp +ĠB RA +Ġdelet ion +m ob +W alker +ĠMoon light +ĠJ ed +ĠSoph ia +Ġus ur +Ġfortun ately +ĠPut ting +ĠF old +Ġsan itation +Ġpart isans +IS ON +B ow +ĠCON C +ĠRed uced +ĠS utton +Ġtouch screen +Ġembry os +âĢ¢âĢ¢ âĢ¢âĢ¢ +ĠK rug +com bat +ĠPet roleum +Ġam d +ĠCos mos +Ġpresc ribing +Ġconform ity +ours es +Ġplent iful +Ġdis illusion +ĠEc ology +itt al +Ġf anc +Ġassass inated +regn ancy +Ġperenn ial +ĠBul lets +Ġst ale +Ġc ached +ĠJud ith +ĠDise ases +All en +Ġl as +Ġsh ards +ĠSu arez +ĠFriend ship +inter face +ĠSupp orters +add ons +46 2 +ĠIm ran +ĠW im +Ġnew found +ĠM b +An imal +Ġd arling +and e +Ġrh y +ĠTw isted +pos al +yn ski +Var ious +× ľ +ĠK iw +uy omi +Ġwell being +ĠL au +an os +Ġunm ist +Ġmac OS +Ġrest room +ĠOl iv +ĠAir ways +Ġtimet able +9 80 +Ġrad ios +v oy +ias co +Ġcloud y +ĠDraw ing +Any thing +Sy ria +ĠH ert +st aking +Ġun checked +Ġb razen +ĠN RS +69 7 +onom ic +est ablish +Ġl eng +Ġdi agonal +ĠF ior +L air +ĠSt ard +Ġdef icient +jo ining +be am +Ġomn ip +Ġbl ender +Ġsun rise +Mo ore +ĠF ault +ĠCost ume +ĠM ub +Fl ags +an se +Ġpay out +ĠGovern ors +ĠD illon +ĠBan ana +N ar +Ġtra iled +Ġimperial ist +um ann +ats uki +4 35 +ĠRoad s +Ġsl ur +ĠIde ally +Ġt renches +C trl +Ġmir rored +ĠZ el +ĠC rest +Comp at +ĠRoll s +sc rib +ĠTra ils +omet ers +w inter +Ġimm ortality +il ated +Ġcontrad icts +un iversal +ill ions +ĠM ama +opt im +AT URE +Ġge o +et ter +ĠCar lo +4 24 +Ġcanon ical +ĠStrongh old +n ear +Ġperf ume +Ġorche stra +od iac +Ġup he +Ġreign ing +vers ive +Ġc aucuses +ĠD EM +Ġinsult ed +Ġ---- -- +ĠCr ush +Ġroot ing +ĠWra ith +Ġwh ore +Ġto fu +C md +ĠB ree +Ġ$ _ +Ġr ive +ĠAd vertising +Ġw att +ĠH O +Ġpersu asive +ĠParam eters +Ġobserv ational +ĠN CT +ĠMo j +ĠSal on +Ġtr unc +Ġexqu isite +ĠMar a +Ġpo op +ĠAN N +Ex c +ĠWonder ful +ĠT aco +Ġhome owner +ĠSmith sonian +orpor ated +mm mm +Ġlo af +ĠYam ato +ĠInd o +Ġcl inging +á s +Ġimm utable +h ub +Or ange +Ġfingert ips +ĠWood en +ĠK idd +ĠJ PM +ĠDam n +C ow +c odes +48 2 +Ġiniti ating +ĠEl k +ĠCut ting +Ġabsent ee +ĠV ance +ĠLil ith +G UI +Ġobsc ured +Ġdwar ves +ĠCh op +ĠB oko +Val ues +Ġmult imedia +Ġbrew ed +Reg ular +CRIP TION +ĠMort al +Ġa pex +Ġtravel er +Ġbo ils +Ġspray ing +Rep resent +ĠStars hip +4 28 +Ġdisappro val +Ġshadow y +Ġlament ed +ĠRe place +ĠFran ç +67 7 +d or +Ġunst oppable +Ġcoh orts +gy n +ĠClass ics +ĠAm ph +Ġsl uggish +ĠAdd iction +ĠPad res +Ġins cription +Ġin human +min us +ĠJere miah +at ars +Ter ror +ĠT os +ĠSh arma +ast a +c atch +Ġpl umbing +ĠTim bers +Sh ar +H al +ĠO sc +Ġcou pling +hum ans +Ġsp onge +Ġid ols +ĠSp a +ĠAdv ocate +ĠBe ats +lu a +Ġtick ing +Ġload er +ĠG ron +8 10 +Ġstim ulated +Ġside bar +ĠManufact urer +ore And +19 73 +Ġpra ises +ĠFl ores +dis able +ĠElect rical +ra ise +E th +Ġmigr ated +Ġlect urer +K ids +ĠCa vern +Ġk ettle +Ġgly c +ĠMand ela +ĠF ully +å§ « +FIN EST +Ġsquee zing +ĠRy der +amp oo +oreAnd Online +Inst oreAndOnline +Buyable InstoreAndOnline +Ġcommem orate +ĠRamp age +Aust in +ĠSh roud +ĠRu ins +9 15 +ĠK H +Ġwater front +ĠE SC +b aby +ĠC out +ĠEm blem +Ġequival ents +49 2 +Un ique +ĠNiet zsche +brow ser +Ġim itation +ĠWere wolf +ĠKir in +ac as +' ," +Ġà ¾ +Review ed +Ġc unt +Ġvo ic +ĠLen ovo +Ġbond ed +48 1 +Ġinhib itors +Ġendeav ors +ĠHav ana +ĠSt out +ĠJ olly +A ctor +*/ ( +Ġoccur rences +ĠT ens +Incre ased +ĠACT ION +Ġ ãĢĮ +ĠRank ings +ĠB reat +Ġ30 9 +D ou +Ġimpact ing +ĠDuc hess +pre fix +Q B +Ġsummon ing +Ġbest owed +ĠKe pler +ĠPOW ER +c ube +ĠK its +ĠG rip +Ġop ium +Ġrep utable +t oc +ich ael +ĠR ipple +Ġcaf é +ĠZ oom +ĠBur ma +Ġwa ive +Ġst alls +Ġdem eanor +inc erity +Ġfluor ide +ĠSH OULD +Par is +Ġlong ing +Ġpl at +Ġgross ly +Ġbull s +Ġshowc asing +ex pected +ĠG addafi +engine ering +Re peat +ĠK ut +Ġconce ivable +Ġtrim med +osc ope +ĠCand idate +ĠT ears +rol og +Lew is +S UP +Ġroad map +Ġsal iva +Ġtrump et +Jim my +Ġmirac ulous +Ġcolon ization +Ġam put +ĠGN OME +ate ch +D ifferent +ĠE LE +ĠGovern ments +ĠA head +ãħĭ ãħĭ +word press +L IB +ĠIn clude +ĠDor othy +0 45 +ĠColomb ian +Ġle ased +88 4 +Ġde grading +ĠDa isy +i ations +Ġbapt ized +Ġsurn ame +co x +Ġblink ed +ãĥ ¢ +Ġpoll en +Ġder mat +Ġre gex +ĠNich olson +ĠE ater +ç ľ +rad or +Ġnarrow er +Ġhur ricanes +Ġhalluc inations +r idden +ISS ION +ĠFire fly +Ġattain ment +Ġnom inate +Ġav ocado +ĠM eredith +Ġt s +Ġreve rence +Ġe uph +Ġcr ates +ĠT EXT +Ġ4 43 +Ġ3 19 +J SON +iqu ette +Ġshort stop +ic key +Ġpro pelled +Ġap i +ĠTh ieves +77 9 +Ġovers aw +Ġcol i +ĠNic ola +Ġover cl +ik awa +ĠC yr +Ġ38 4 +78 9 +ĠAll ows +10 27 +Det roit +TR Y +set up +ĠSocial ism +Sov iet +s usp +ĠAP R +ĠShut down +Ġal uminium +zb ek +ĠL over +GGGG GGGG +Ġdemocr acies +Ġ19 08 +ĠMer rill +ĠFranco is +gd ala +Ġtraff ickers +ĠT il +ĠGo at +Ġsp ed +ĠRes erv +Ġpro d +55 2 +Ġc ac +ĠUn iv +ĠSch we +Ġsw irling +ĠWild erness +ĠEgg s +Ġsadd ened +Ġarch aic +H yd +Ġexcess ively +B RE +Ġaer ospace +ĠVo ices +Cra ig +Ġign ited +In itially +ĠMc A +Ġhand set +Ġreform ing +Ġfrust rations +ĠDead pool +ĠBel ichick +ract or +ĠRagnar ok +ĠD rupal +ĠApp roximately +19 20 +ĠHub ble +arm or +ĠSar as +ĠJon as +Ġnostalg ic +Ġfeas ibility +Sah aran +Ġorb iting +Ġ9 70 +R u +Ġsh in +ĠInvestig ators +Ġinconsist encies +ĠP AN +B G +Ġgraz ing +Ġdetect ors +ĠStart up +ĠFun ny +ĠNa omi +Consider ing +Ġh og +ut f +ce mic +Ġfort ified +ĠFun ctions +Ġcod ec +nut rition +H at +" ! +micro soft +55 8 +ĠTh in +ĠA CE +Al ias +ĠO PS +p apers +P K +ãĢ İ +Ġimpro bable +N orthern +equ al +Ġlook out +Ġty res +ĠMod ified +ĠK op +Abs olutely +Ġbuild up +sil ver +Ġaud i +Ġgro tesque +ĠSab er +ĠPres byter +ON Y +Ġglac iers +ĠSho als +ĠK ass +ĠH RC +ĠNic ol +ĠL unch +ĠF oss +âĸ Ĵ +AD RA +ĠOne Plus +o ing +ground s +Ġincident al +Ġdatas ets +68 9 +ĠClarks on +Ġassemb ling +ĠCorrect ions +Ġdrink ers +Ġqual ifiers +Ġle ash +Ġunf ounded +ĠH undred +Ġkick off +T i +Ġrecon cil +ĠGr ants +ĠCompl iance +ĠDexter ity +Ġ19 06 +w arn +D allas +Max imum +n ard +av ia +be aut +ens itivity +tr ace +Ġpione ers +ĠF ract +ãĢ ı +Ġpre cept +Ġgloss y +ĠI EEE +Ac ross +Ġ6 80 +S leep +che on +Ġsatir ical +ĠMin otaur +ĠCla ude +Ġr é +ape go +Ġcar rot +ĠSem in +ino a +Ġz o +Ind ependent +Ġdiagn oses +ĠC ue +M AR +Ġrend ition +ĠK ik +Ġpath ology +Ġselect s +Link edIn +Ġass ay +ĠD res +Ġtext ual +post ed +IT AL +ĠM aul +N eal +Ġinter connected +Ġerr atic +ĠVir us +Ġ5 30 +Ġenvironmental ists +ĠP helps +Ġeng agements +ĠIN ST +Ġeconom ical +nox ious +Ġg earing +izz y +Ġfavor ably +ĠMcG ill +T erm +Ġh anged +Ġball park +ĠRe yes +Ġbe ware +ĠP sal +ĠMass acre +q i +Ġin accessible +acly sm +Ġfr ay +ill ac +Ġbitter ly +ĠCert ification +Mich igan +Ġir respective +al ore +Em pty +Ġendorse ments +Ġund et +f g +equ ipped +Ġmerc iless +ĠC ust +Ġimm ature +Ġvou cher +ĠBlack well +Ñ ı +h awk +dis ciplinary +ile e +ĠMak oto +ĠD ude +ãĥĩ ãĤ£ +Y ears +Ġin ver +Ġsh aman +ĠY ong +ip el +ell en +ĠCath y +br ids +Ġs arc +65 1 +N ear +Ġground work +Ġam az +Ġ4 15 +ĠHunting ton +hew s +ĠB ung +Ġarbit rarily +ĠW it +ĠAl berto +Ġdis qualified +best os +46 1 +Ġp c +Ġ28 4 +ro bat +Rob in +Ġh ugs +ĠTrans ition +ĠOcc asionally +Ġ3 26 +ĠWh ilst +ĠLe y +Ġspaces hip +cs v +Ġun successfully +ĠA u +le ck +ĠWing ed +ĠGrizz lies +. � +Ġne arer +ĠSorce ress +ĠInd igo +El se +8 40 +let es +Co ach +Ġup bringing +ĠK es +Ġseparat ist +Ġrac ists +Ġch ained +Ġabst inence +lear ning +Ġrein stated +Ġsymm etry +Ġremind ers +ĠChe vy +Ġm ont +Ġexempl ary +ĠT OR +Z X +Ġqual itative +ĠSt amp +ĠSav annah +ĠRoss i +Ġp aed +Ġdispens aries +ĠWall s +ĠCh ronic +Ġcompliment ary +ĠBeir ut +Ġ+ --- +igs list +Ġcrypt ographic +mas ters +ĠCap itals +Ġmax imal +Ġent ropy +Point s +Ġcombat ants +l ip +ĠGl ob +ĠB MC +ph ase +th ank +HT TP +Ġcomm uter +Ġ\( \ +.. / +ĠReg ener +ĠDO I +ĠActiv ision +Ġsl it +os al +RE M +Ġch ants +Y u +Ke ys +Bre xit +ĠFor ced +Ari zona +Ġsquad ron +IS O +ĠMal one +Ġ3 38 +Ġcontrast ing +Ġt idal +Ġlib el +Ġimpl anted +Ġupro ar +ĠC ater +Ġpropos itions +M anchester +ĠEuro s +it amin +G il +ĠEl ven +ĠSe ek +ĠB ai +Ġredevelop ment +ĠTown s +ĠL ub +! ", +al on +K rist +Ġmeas urable +Ġimagin able +Ġapost les +Y N +7 60 +Ġster oid +Ġspecific ity +ĠL ocated +ĠBeck er +ĠE du +ĠDiet ary +uts ch +ĠMar ilyn +Ġbl ister +ĠM EP +ĠK oz +ĠC MS +y ahoo +ĠCar ney +Ġbo asting +ĠC aleb +By te +read s +ad en +Pro blem +ĠWood ward +S we +S up +ĠK GB +Set up +Ġtac it +Ġret ribution +Ġd ues +ĠM ü +. ? +ä¸ Ń +p ots +Ġcame o +ĠP AL +educ ation +A my +like ly +g ling +Ġconstitution ally +ĠHam m +ĠSpe ak +Ġwid gets +br ate +Ġcra ppy +ĠI ter +Ġanticip ating +ĠB out +P ixel +ĠY ep +ĠLaur ie +Ġh ut +Ġbullet in +ĠSal vation +Ġch ats +ear able +Honest ly +AL TH +onse qu +c ult +isco very +ovy ch +Ġse lves +ĠSat oshi +S ounds +Ġconver gence +ĠRosen berg +19 74 +Ġnas al +Ġfull est +Ġfer ocious +x us +ist e +AM S +Ġlobb ied +Ġso othing +ĠGun n +t oday +0 24 +Ġinspir ational +ĠN BN +p b +g ewater +or ah +all owed +ĠCol iseum +Ġspecial izing +Ġinsane ly +ĠT ape +del ay +Ġt arn +ĠP ound +Ġmel anch +Ġdeploy ments +il and +Ġless en +Ġfur ry +ĠUE FA +Ġblood shed +ĠMe ier +ither ing +Ġhe irs +ĠJ aw +ax ter +ĠPublic ations +Ġal ters +int ention +ĠWinc hester +d etermination +ĠLif etime +th in +Mon ster +7 80 +Ġapprox imation +Ġsuper markets +ĠSecond s +or os +h uge +Ġb ribe +ĠLIM ITED +un ed +Ġmis interpret +ĠIn jury +Ġ3 67 +Ġthreshold s +ĠCarn ival +Ġgastro intestinal +Ġguid eline +Ġde ceived +f eatures +Ġpurported ly +ĠRon nie +ĠNew t +Ġsp acious +as us +Ġsuperhero es +ĠCyn thia +le gged +k amp +ch io +Ġth umbnail +ĠShir ley +ill ation +Ġshe ds +ĠZ y +E PA +Ġdam s +Ġy awn +n ah +ĠPe ggy +ĠE rie +ĠJu ventus +ĠF ountain +r x +don ald +al bum +ĠComp rehensive +Ġc aching +ĠU z +ulner ability +ĠPrinc iple +ĠJ ian +ing ers +cast s +ĠOs iris +ch art +t ile +ĠTiff any +ĠPatt on +ĠWh ip +Ġovers ized +J e +ĠCind erella +ĠB orders +ĠDa esh +M ah +Ġdog ma +Ġcommun ists +v u +Coun cil +Ġfresh water +Ġw ounding +Ġdeb acle +Ġyoung ster +Ġthread ed +ĠB ots +ĠSav ings +ãģ Ĥ +ol ing +oh o +Ġillum ination +M RI +Ġlo osen +tr ump +ag ency +ur ion +Ġmoment arily +ĠCh un +ĠBud apest +ĠAl ley +D isk +Ġaston ished +ĠCon quer +ĠAccount ing +h aving +ĠWe in +ĠAl right +Ġrev olver +Ġdel usion +Ġrelic s +Ġad herent +qu ant +Ġhand made +or io +Ġcomb ating +c oded +Ġquad ru +re th +N ik +ĠTrib al +ĠMyster ious +Ġin hal +ĠWin ning +ĠClass ification +ch anged +Ġun ab +Ġsc orn +icip ated +w l +ond uctor +Ġrein forcing +ĠChild hood +an ova +Ġadventure r +Ġdoctor al +ĠStrateg ies +Ġengulf ed +ĠEnc ounter +Ġl ashes +Crit ical +ric ular +ĠU TF +oci ation +check ing +ĠConsult ing +Run time +per iod +ĠAs gard +Ġdist illed +ĠPas adena +ĠD ying +ĠCOUN TY +Ġgran ite +Ġsm ack +Ġparach ute +ĠS UR +Virgin ia +ĠF urious +78 7 +ĠO kin +Ġcam el +ĠM bps +19 72 +ĠCh ao +ĠC yan +j oice +ef er +ĠW rap +ĠDeb ate +S eg +Ġfore arm +ĠIgn ore +Ġtim estamp +Ġprob ing +ĠNo on +ĠGra il +f en +Ġdorm ant +ĠFirst ly +ĠE ighth +ĠH UN +ĠDes ire +or as +Girl s +ĠDes mond +z ar +am ines +O AD +exec ute +Ġbo obs +ĠAT L +_ ( +Chel sea +Ġmasturb ation +ĠCo C +Ġdestroy er +ĠCh omsky +Ġsc atter +ĠAss ets +79 6 +ĠC argo +Ġrecept ive +ĠSc ope +Ġmarket ers +Ġlaun chers +Ġax le +ĠSE A +se q +ĠM off +f inding +ĠGib bs +Georg ia +extreme ly +N J +Ġlab orers +st als +Ġmed iation +ĠH edge +at own +Ġi od +des pite +v ill +J ane +ex istence +Ġcoinc ided +ĠUt ilities +ĠChe ap +Ġlog istical +Ġcul mination +ĠNic otine +p ak +F older +Ġrod ents +st uff +Ġlaw fully +Ġreper to +io ch +j j +Dial ogue +HH HH +lic tion +Look s +Ġ29 7 +Ġtur rets +ĠAb andon +Ġinc ess +ĠTraff ord +Ġcur led +Ġprefer ring +Ġprivat ization +Ġir resist +ĠP anda +ĠSh ake +ĠMc Gr +ãĥ Ħ +und ers +Ġdiscrim inated +Ġbart ender +I LE +Atl antic +Ġprop ensity +ĠW iz +ĠG im +con ference +Ġrein forces +G h +w agon +Ġe erie +F al +Ġhug ged +rac ist +R IC +F u +Ġf iller +ĠSt ub +Ġeng raved +ĠWrest le +Ġimagin ative +ĠPe er +ĠFact ors +an us +ĠDrac ula +mon itor +Ġrou ters +ib ia +ĠBoo lean +end ale +ĠSl aughter +ĠSh ack +R FC +ĠSpiel berg +S ax +ĠPH OTO +ĠCl over +ĠR ae +Dep ending +ĠMem or +ar am +Ġpier ced +Ġcur tains +v ale +ĠInqu isition +ĠP oke +Ġforecast ing +Ġcompl ains +S ense +ĠHer mes +isc overed +Ġb ible +ĠMor ph +Ġg erm +78 5 +D ON +Ġcon gen +Ġcr ane +ĠD PR +Ġrespect fully +R oom +ĠN aw +ĠDal ai +re ason +ĠAng us +Educ ation +ĠTitan ic +Ë ľ +Ġo val +un ited +Ġthird s +Ġmoist ur +ĠC PC +M iami +Ġtent acles +ĠPol aris +ex c +ex clusive +ĠPra irie +Ġcol ossal +ĠBl end +sur prisingly +ÃŃ s +Ġindo ctr +Ġbas al +ĠMP EG +und o +Spl it +Develop ment +Ġlan tern +19 71 +Ġprov ocation +Ġang uish +ĠB ind +ĠLe ia +duc ers +ipp y +conserv ancy +Ġinitial ize +ĠTw ice +ĠSu k +Ġpred ic +Ġdi ploma +Ġsoc iop +Ing redients +Ġhamm ered +ĠIr ma +Q aida +Ġglim ps +ĠB ian +Ġst acking +Ġf end +gov track +Ġun n +dem ocratic +ig ree +Ġ5 80 +Ġ29 4 +Ġstraw berry +ID ER +Ġcher ished +ĠH ots +Ġinfer red +Ġ8 08 +ĠS ocrates +O regon +ĠR oses +ĠFO IA +Ġins ensitive +Ġ40 8 +Recomm end +ĠSh ine +Ġpain staking +UG E +ĠHell er +ĠEnter prises +I OR +ad j +N RS +L G +Ġalien ated +Ġacknowled gement +ĠA UD +ĠRen eg +Ġvou chers +Ġ9 60 +Ġm oot +ĠDim ensions +Ġc abbage +B right +g at +ĠK lu +Ġlat ent +Ġz e +ĠM eng +Ġdis perse +Ġpand emonium +H Q +Ġvirt uous +ĠLoc ations +ee per +prov ided +Ġse ams +ĠW T +iz o +PR OV +Ġtit anium +Ġrecol lection +Ġcr an +Ġ7 80 +ĠN F +49 1 +64 2 +p acking +59 8 +text ure +Sp ider +fre edom +cipl ed +ĠTAM ADRA +âĻ ¦ +aut hent +ĠW ANT +r ified +Ġr ites +Ġuter us +k iss +Ġâī ¤ +Ġsk illet +Ġdis enfranch +ĠGa al +Comp an +Ġage ing +gu ide +B alt +Ġiter ator +Ġdiscretion ary +t ips +Ġprim ates +ĠTechn ique +ĠPay ments +az el +ĠR OCK +stant ial +0 60 +Ġd mg +ĠJack ets +ĠPlay off +Ġnurs ery +ĠSy mb +art on +Ġannex ation +Color ado +Ġco ils +ĠSh oes +âĦ¢ : +ĠRo z +COM PLE +ĠEve rest +ĠTri umph +J oy +G rid +à ¼ +process or +ĠPros per +ĠSever us +ĠSelect ed +r g +ĠTay yip +St ra +Ġski ing +Ġ? ) +Ġpe g +Tes la +Ġtime frame +Ġmaster mind +ĠN B +scient ific +ĠSh it +gener ic +IN TER +N UM +Ġst roll +ĠEn ix +ĠM MR +ĠE MS +m ovie +Ĥ ª +Ġminim izing +idd ling +Ġilleg itimate +Ġprot otyp +Ġpremature ly +Ġmanual s +obb ies +ĠCass idy +D EC +des ktop +Ġaer os +Ġscreen ings +Ġdeb ilitating +ĠGr ind +nature conservancy +Ġf ades +ter mination +assets adobe +F actor +Ġdefinitive ly +P oké +ap ult +ĠLaf ayette +C orn +ĠCor al +Ġstagn ant +T ue +Ġdissatisf action +G ender +Ġkid neys +ĠG ow +ĠDef eat +ĠAsh ton +Ġcart els +Ġfore closure +ĠExpl ore +stre ngth +ot in +Ġveterin arian +Ġf umble +Ġpar ap +ĠSt rait +r ils +Ġpr ick +ĠBerm uda +ĠAm munition +skin ned +Ġab ound +ĠB raz +Ġshar per +ĠAsc ension +Ġ9 78 +Ġpreview s +Ġcommun ion +ĠX Y +Ġph ony +Ġnewcom er +Ġ3 32 +." ," +Ġredist ribution +Prot ect +ĠSo f +K al +Ġlip stick +w orst +Ġtang led +Ġretrospect ive +int eger +Ġvolunte ering +Ġ19 07 +Ġ -------------------- +ic hen +Ġunve iling +Ġsen seless +Ġfisher ies +\ - +Ġh inges +Ġcalcul us +My th +Ġund efeated +Ġoptim izations +Ġdep ress +Ġbill board +ĠY ad +ĠPy ramid +Is n +I de +Ġleg ion +ĠK ramer +ent anyl +Ġpenet rating +ĠHaw th +ĠPR ODUCT +ĠGer ard +ĠP act +ĠIn cluding +ĠEl ias +ĠEl aine +vis ual +Ġhum ming +Ġcond esc +ĠF asc +ä¸ Ĭ +Ġe galitarian +Ġdev s +ĠD ahl +O ps +D H +ĠB ounce +id ated +ald o +Ġrepublic an +Ġh amb +ĠS ett +ograph ies +CH APTER +Ġtrans sexual +Ġsky rocket +ans wer +Ġmark up +Ø ª +Ġhero ine +Comp are +ĠT av +Be ast +Ġsuccess ors +Ġna ïve +ĠBuck ley +st ress +me at +Ġdownload able +Ġindex ed +Ġsc aff +ĠL ump +ĠHom o +Stud io +In sp +Ġr acked +far ious +ĠPet ty +Ex ternal +Ġ19 09 +W ars +com mit +put ers +Ġun ob +ĠEr r +ĠE G +ĠAl am +ĠSiber ia +ĠAtmosp heric +IS TER +ĠSatan ic +trans lation +ĠL oud +tra umatic +l ique +Ġreson ate +ĠWel ch +Ġspark ing +ĠT OM +t one +Ġout l +Ġhandc uffed +ĠSer ie +8 01 +Ġland marks +ĠRee ves +Ġsoft ened +Ġdazz ling +ĠW anted +month s +Mag ikarp +Ġunt reated +ĠBed ford +M i +ĠDynam o +O re +79 5 +Ġwrong ful +Ġl ured +Ġcort isol +Ġve x +d rawn +ile t +Download ha +ĠF action +Ġlab yrinth +Ġhij acked +w aters +er ick +Ġsuper iors +ĠRow ling +ĠGu inness +Ġt d +99 2 +Ġune arthed +Ġcentr if +Ġsham eless +P od +ĠF ib +Ġ icing +Ġpredict or +Ġ29 2 +fore station +con struct +C and +@ # +Ġag itated +Ġre pr +OV A +Ġkn itting +ĠLim a +Ġf odder +68 4 +ĠPerson a +k l +7 01 +Ġbreak up +á ¸ +Ġapp alled +Ġantidepress ants +ĠSus sex +Har ris +ĠTher mal +ee ee +U pload +Ġg ulf +Ġdoor step +ĠSh ank +L U +ĠM EN +ĠP ond +s orry +Ġmis fortune +n ance +Ġb ona +M ut +Ġde graded +ĠL OG +ĠN ess +an imal +Ġa version +und own +Ġsupplement ed +ĠC ups +Ġ50 4 +Ġdep rive +ĠSpark le +Å Ĥ +ĠMed itation +auth ors +ĠSab an +ĠN aked +air d +ĠMand arin +ĠScript ures +ĠPerson nel +ĠMahar ashtra +Ġ19 03 +ĠP ai +ĠMir age +omb at +Access ory +Ġfrag mented +T ogether +Ġbelie vable +ĠGl adiator +al igned +ĠSl ug +M AT +Ġconvert ible +ĠBour bon +amer on +ĠRe hab +nt ax +Ġpowd ered +pill ar +Ġsm oker +ĠMans on +ĠB F +5 11 +ĠGood ell +ĠD AR +m ud +g art +Ġob edient +ĠTrans mission +ĠDon ation +8 80 +Ġbother ing +Material s +ãĤ ± +dest roy +Ġfore going +Ġanarch ism +ĠK ry +ice ps +Ġl ittered +ĠSch iff +Ġanecd otal +un its +Ġf ian +ĠSt im +ĠS OME +ĠInv aders +Ġbehaviour al +ĠVent ures +Ġsub lime +Ġfru ition +ĠPen alty +Ġcorros ion +¶ ħ +Ġlik ened +Ġbesie ged +ween ey +ĠCre ep +Ġlinem en +mult i +ic ably +ud der +Ġvital ity +Ġshort fall +ĠP ants +ap ist +H idden +ĠDro ps +med ical +Ġpron unciation +ĠN RL +Ġinsight ful +J V +ĠBe ard +ĠCh ou +Ġchar ms +Ġb ins +Ġamb assadors +ĠS aturdays +Ġinhib itor +ĠFr anch +6 01 +', ' +ĠCon or +art ney +ĠX peria +g rave +be es +ĠProtest ants +Ġso aking +ĠM andal +Ġph ased +Ġ6 60 +Ġsc ams +Ġbuzz ing +ĠItal ians +ĠLoren zo +ĠJ A +Ġhes itated +Ġcl iffs +ĠG OT +ingu ishable +Ġk o +Ġinter ruption +Z ip +Lear ning +Ġundersc ores +ĠBl ink +K u +57 9 +ĠAut ob +I RE +Ġwater ing +Ġpast ry +8 20 +Ġvision ary +ĠTempl ar +awa ited +Ġpist on +Ġant id +current ly +Ġp ard +Ġw aging +Ġnob ility +ĠY us +Ġinject ing +f aith +ĠP ASS +å º +Ġret ake +ĠPR OC +Ġcat hedral +b ash +Ġwrest lers +Ġpartner ing +Ġn oses +Ġ3 58 +Trans form +am en +Ġb outs +ĠId eal +ĠConstant in +Ġse p +ĠMon arch +att en +ĠPe oples +mod ified +Ġmor atorium +Ġpen chant +Ġoffensive ly +Ġprox ies +ok ane +ĠTaiwan ese +ĠP oo +ĠH OME +us ional +Ġver bs +ĠO man +vis ory +Ġpersu asion +Ġmult it +Ġsc issors +G ay +ow ay +oph ysical +l us +gn u +Ġap ocalyptic +Ġabsurd ity +Ġplay book +Ġautobi ography +I UM +Ġsne aking +ĠSim ulation +pp s +ell ery +Plan et +Ġright fully +Ġn iece +ĠN EC +ĠIP O +ĠDis closure +lean or +ous y +ST ER +Ġ28 2 +Cru z +Ch all +64 3 +ĠSurv ive +ĠF atal +ĠAm id +ap o +We apons +D EN +7 70 +ĠGreen wald +Ġlin en +al os +Ġpollut ants +ĠPCI e +k at +Ġp aw +ĠK raft +C hem +ĠTermin ator +Ġre incarn +Ġ] [ +ĠSe eds +Ġsilhou ette +ĠSt ores +Ġgro oming +ĠD irection +ĠIs abel +ĠBr idges +ðŁ ij +E ED +ĠM orsi +Ġval ves +ĠRank ed +ĠPh arma +ĠOrgan izations +Ġpenet rated +ĠRod ham +ĠProt oss +Ġove rest +Ġex asper +ĠT J +Ġ 000000 +Ġtrick le +Ġbour bon +WH O +Ġw retched +Ġmicrosc opic +Ġcheck list +Ġad orned +R oyal +Ad minist +ĠRet irement +ĠHig hest +We ather +ile ge +Ġincre ments +ĠC osponsors +Ġmas se +ĠS inn +r f +Ġh ordes +as sembly +75 4 +ĠNat asha +ĠTY PE +ĠGEN ERAL +Ġarr anging +Ġ40 7 +l ator +Ġg lean +Ġdisc redited +Ġclin icians +UN E +Ġachie ves +ĠEm erson +com plex += [ +Ġprincip ally +Ġfra il +p icked +Ġthan king +Ġre cl +ĠL AST +Ġsupp ressing +il ic +Ġantidepress ant +ĠLis bon +Ġth or +Ġsp a +Ġking doms +ĠPear ce +em o +Ġpl ung +Ġdiv est +Ġ ******************************** +b is +osp els +ad r +Sp irit +hall a +P ink +end ez +Ġresurrect ed +esc ape +ĠRosen stein +Ġge ological +Ġnecess ities +Ġcarn iv +ĠE lys +ĠBar ney +Ġ29 6 +dig y +ST ON +D OWN +Ġmil estones +Ġk er +Ġdismant ling +Ġre prim +Ġcross ings +19 45 +Ġpatri archy +Ġblasp hemy +Ġ3 59 +met ry +ĠOb esity +ĠDiff erences +bl ocking +ãĥķ ãĤ¡ +ich ita +ĠSab ha +ph alt +ĠCol o +ual a +effic ients +ĠMed ina +con sole +55 7 +ĠHann ibal +ĠHab it +ĠF ever +Ġthen ce +Ġsyn agogue +Ġessential s +Ġw ink +ĠTr ader +ID A +ĠSp oiler +ĠIceland ic +ĠHay ward +Ġpe ac +Ġmal ice +Ġflash back +Ġth w +Ġlay offs +L iquid +Ġtro oper +Ġh inge +ĠRead ers +Ph ill +ĠB auer +Cre ated +Ġaud its +ac compan +Ġunsus pecting +ier a +6666 6666 +Ġbro ch +Ġapprehend ed +ĠM alk +cer ning +ĠCod ex +O VER +M arsh +ĠD eng +ĠExp ression +Ġdisrespect ful +Ġasc ending +t ests +ĠPlaint iff +ster y +ĠAl ibaba +din and +ĠDem psey +Applic ations +mor al +Ġthrough put +Ġquar rel +Ġm ills +Ġhe mor +ĠC ASE +terror ist +st im +ifest yle +ro zen +CE PT +Ar k +u ci +lect ic +Ġirrit ating +she ets +A y +Ġrede emed +Ġhorn y +ĠTe ach +ĠS ear +dem ocracy +4 65 +ĠRest ore +Ġstand by +ĠP is +iff in +Ġsleep y +Ġextr ater +Ġcompl iments +Fram eworks +Ġinstall s +Ġb anging +sur face +found land +Ġmetaph ysical +Ġ28 3 +oul s +dev ices +Ar gs +ĠSac rifice +ĠMcC orm +es on +Cons ervative +ĠM ikhail +see ing +is ively +ĠRo oms +ĠGener ic +Ġenthusi astically +Ġgri pped +Ġcomed ic +ĠElectric ity +Ġgu errilla +Ġdec oration +ĠPerspect ive +Ġconsult ations +Ġun amb +Ġplag iar +Ġmagic ian +Ġe rection +ĠTour ism +or ied +ro xy +11 00 +T am +Ī è +Î ³ +× ª +ĠPred ators +Nit rome +Ġtelesc opes +project s +Ġun protected +Ġst ocked +ĠEnt reprene +nex pected +Ġwast ewater +V ill +Ġint imately +Ġi Cloud +ĠConst able +Ġspo of +Ġne farious +Ġfin s +Ġcens or +ĠMod es +ĠEs per +ar bon +Ġinter sections +Ġlaud ed +Ġphys i +Ġgener ously +ĠThe Nitrome +ĠTheNitrome Fan +Ġar isen +ĠÙ Ī +Ġg lands +ĠPav ilion +ĠGu pta +Ġuniform ly +Ġr amps +ri et +ĠWH EN +ĠVan essa +Ġrout ed +Ġlim p +ĠC PI +p ter +int uitive +Ġv aping +Ġexperiment ed +ĠOlymp us +ĠAm on +Ġsight ing +Ġinfiltr ate +ĠGentle man +Ġsign ings +ĠMe ow +ĠNav igation +che cks +4 33 +Ġel apsed +ĠBulg arian +esp ie +ĠS OM +d uring +Ġsp ills +anc a +ĠPly mouth +M AL +Ġdomest ically +ĠWater gate +ĠF AM +k illed +ed ited +ĠYour self +Ġsynchron ization +ĠPract ices +ST EP +Ġgen omes +ĠQ R +not ice +Ġloc ating +z in +Ġ3 29 +al cohol +Ġk itten +V o +Ġr inse +Ġgrapp le +ĠSc rew +ĠD ul +A IR +Ġle asing +ĠCaf é +Ġro ses +ĠRes pect +Ġmis lead +Ġperfect ed +Ġnud ity +Ġnon partisan +ĠCons umption +Report ing +Ġnu ances +Ġdeduct ible +ĠSh ots +Ġ3 77 +Ġæ ľ +ano oga +Ben ef +ĠB am +ĠS amp +if ix +Ġgal van +ĠMed als +rad ius +Ġno bles +Ġe aves +igr ate +K T +ĠHar bour +u ers +Ġrisk ed +re q +Ġneuro t +get table +ain a +Rom ney +Ġunder pin +Ġlo ft +ĠSub committee +ĠMong ol +b iz +Ġmanif ests +ass isted +ĠG aga +Ġsy nergy +Ġreligious ly +ĠPre f +ĠG erry +T AG +ĠCho i +4 66 +beh ind +ĠO u +Gold Magikarp +Ġhemor rh +R iver +Ġtend on +Ġinj ure +ĠF iona +Ġp ag +Ġag itation +|| || +ur an +ĠE SA +Ġest eem +Ġdod ging +Ġ4 12 +r ss +Ġce ases +ex cluding +Ġint akes +Ġinsert s +Ġemb old +ĠO ral +up uncture +4 11 +ĠUn ified +ĠDe le +Ġfurn ace +ĠCoy otes +ĠBr ach +L abor +Ġhand shake +Ġbru ises +Gr ade +éĹ ĺ +ĠGram my +ile en +St ates +ĠScandinav ian +ĠKard ash +8 66 +Ġeffort lessly +ĠDI RECT +ĠTH EN +ĠMe i +ert ation +19 68 +Ġgro in +w itch +Requ irements +98 5 +Ġroof s +Ġest ates +ĠH F +Ġha ha +Ġdense ly +ĠO CT +Ġpl astics +Ġincident ally +ĠTr acks +ĠTax es +Ġch anted +Ġforce ful +ĠBie ber +ĠK ahn +K ent +ĠC ot +lic ts +F ed +Ġhide ous +ĠVer d +ĠSynd icate +ĠIl legal +J et +ĠD AV +re asonable +c rew +Ġfundamental ist +Ġtruth ful +ĠJ ing +Ġl il +Ġdown ed +Ġen chanted +ĠPolic ies +ĠMcM aster +ĠH are +ides how +Ġpar ams +en cers +gorith m +Ġallow ances +Ġturb ulent +Ġcomplex ities +ĠK T +Ġ3 37 +ĠGen etic +F UN +D oug +t ick +Ġg igs +ument hal +Ġpatriarch al +Ġcal c +, ... +Ġc out +ĠGu an +Ġpath ological +ĠR ivals +Ġunder rated +Ġflu orescent +ĠJ iu +arna ev +ĠQu an +Ġ4 29 +Ġ ਠ+M ario +Con struct +ĠC itation +ĠR acial +ĠR SA +ĠF idel +Ġ3 95 +Person ally +C ause +à » +rad ical +in en +Ġvehement ly +ĠPap a +Ġintern ship +Ġfl akes +ĠRe ck +Luck ily +B ra +20 20 +rav ings +R N +W onder +Ser iously +Ġre usable +Ġpoll uted +ĠP eng +le igh +ind le +Ġcircuit ry +ĠMad onna +ĠB ART +Res idents +att ribute +Phil adelphia +Cl ub +Ġplan ner +Ġfr antically +Ġfaith fully +ĠTerrit ories +ĠL AT +ĠAnders en +an u +ĠP ARK +ĠS ora +i age +ĠPlay offs +ĠG CC +4 27 +Ġab norm +ĠL ever +Ġdisob edience +As ync +ĠShe a +V ert +Ġsk irts +ĠSaw yer +x p +Ġwors ening +Ġsc apego +ĠAng le +oth al +Ġtro ve +ĠSt y +ĠN guyen +mar ine +ide on +Dep ths +Bl og +ĠIll uminati +Ġtract s +Ġorgan ise +Ġo str +F s +Ġlever aging +ĠD aredevil +as ar +Ġl ang +Ġex termin +urs ions +ĠRom o +ãĤ¤ ãĥĪ +Ġcont ended +Ġencounter ing +ĠTable t +ĠAltern ate +sk ill +Ġswe ets +Ġco hesive +cap acity +Ġrep ud +Ġl izard +ro o +Ġpilgr ims +ĠR uff +ĠInstr ument +ĠLog o +uit ous +E H +Ġsales man +Ġank les +L ed +ĠPat ty +ud os +Own er +Ġdiscrep ancies +k j +M U +Ġuncond itional +Dragon Magazine +i ard +O ak +ĠConvers ation +be er +ĠOs aka +D elta +us ky +Ġsecret ion +Ġpl aza +Ġm ing +Ġde pletion +ĠM ous +ĠI TS +ĠH imal +ĠFle ming +Ġcyt ok +ĠH ick +Ġbat ters +ĠInt ellectual +6 75 +é r +IS ION +ĠQu entin +ĠCh apters +ih adi +Ġco aster +WAY S +ĠL izard +ĠY or +and ering +S kin +ha ust +ab by +Ġportray ing +Ġwield ed +d ash +Ġprop onent +Ġr ipple +Ġgrap hene +Ġfly er +Ġrec urrent +Ġdev ils +Ġwater fall +æĺ ¯ +go o +Text Color +Ġtam pering +IV ES +TR UMP +ĠAb el +ĠS AL +ĠHend ricks +ĠLu cius +b ots +Ġ40 96 +IST ORY +Gu est +ĠN X +in ant +Ben z +ĠLoad ed +ĠCle ver +t reatment +Ġta vern +Ġ3 39 +ĠT NT +ific antly +Tem perature +F el +Ġunder world +ĠJud ges +Ġ< + +Ġst ump +Ġoccup ancy +Ġab er +ĠF inder +) ", +ĠN unes +res et +in et +ect omy +Ġwell ness +ĠP eb +quart ered +and an +Ġneg atives +ĠTh iel +ĠCl ip +ĠL TD +Ġbl ight +Ġreperto ire +K yle +Ġqu er +ĠC es +Ġha pl +98 9 +ĠTh ames +isc opal +Des k +ivari ate +ĠEx cellence +found ation +Ġâ ĩ +X i +Ġmyster iously +esty les +Ġper ish +ĠEng els +ĠDE AD +09 0 +}} } +ĠUn real +Ġrest less +ID ES +orth odox +ĠInter mediate +Ġdin ners +ĠTr out +ĠSe ym +ĠHall s +og ged +Ġtraged ies +Ġdid nt +67 6 +Ġail ments +Ġobserv able +ĠV ide +ad apt +ĠD usk +Ġprofessional ism +ĠPres cott +ĠInd ies +p ox +ĠMe hran +W ide +Ġend emic +ĠPar an +B ird +Ġped als +ĠI U +ĠAdam ant +ĠH urt +Ġcorrel ates +urd en +Ġspons oring +cl imate +ĠUnivers ities +ĠK not +enn es +ĠDam ian +ĠAx el +S port +Ġbar b +ĠS no +sh own +ste en +ud ence +Ġnon violent +Ġhom ophobia +Ġbiom ass +ĠDet ail +Ġsrf N +ĠT une +accompan ied +I ENCE +Al bert +ĠMong o +z x +ĠCer berus +or bit +c ens +Ġsl ay +SH ARE +H Y +Ġb rawl +ĠPro be +Ġnonex istent +ĠClare nce +ĠBlack burn +Ġport als +ĠR ita +ĠRem ain +ĠLe vant +Ġtrick ed +ĠF erry +aver ing +ĠStraw berry +ĠAn swers +Ġhorrend ous +ĠA man +Supp lement +ĠT oad +Ġpe eled +Ġman oeuv +ĠU zbek +mond s +ĠH ector +Ġ40 2 +pe es +fix es +Ġd j +Ġres umes +Ġaccount ant +Ġadvers ity +Ġham pered +ĠL arson +Ġd oping +part s +H ur +Ġbe arded +Ġy r +ĠPlug in +å¥ ³ +Ġ/ ** +rol ley +Ġwaters hed +ĠSub mission +if lower +AS C +Ġcho ir +Ġsculpt ures +m A +incre asing +ai i +Ġsne akers +Ġconfront s +ĠEle phant +ĠEl ixir +Ġrec al +ĠT TL +w idget +ĠW ax +ĠGr ayson +Ġha irst +Ġhumili ated +ĠWAR N +app iness +ĠT TC +F uel +Ġpol io +Ġcomplex es +Ġbab e +ĠX IV +P F +). [ +P arts +Ġ4 35 +M eg +ĠY ards +ĠAL P +Ġy ells +Ġprin ces +Ġbull ies +ĠCapital ism +ex empt +FA Q +ĠSp onge +ĠAl a +Ġpleas antly +Ġbu f +Ġden ote +Ġunp ublished +Ġkne eling +asc a +Ġl apse +al ien +99 4 +Ġrefere es +ĠLaw yers +S anta +Ġpuzz ling +ĠProm etheus +ĠPh araoh +ĠDel ay +Ġfacilit ates +ĠC ES +Ġjew els +Ġbook let +ond ing +Ġpolar ization +ĠMor an +ĠSal ad +ĠS OS +ĠAdv ice +PH OTOS +IC AN +iat ures +ex press +ĠWonder land +ĠC ODE +ĠCL ASS +9 75 +Ġg rep +ĠD iesel +ĠGl ac +! ?" +Ġr m +o ine +disc rimination +ĠN urse +m allow +Ġv ortex +ĠCons ortium +Ġlarge Download +stra ight +augh lin +G rad +Ġpublic ized +ĠW aves +ĠRed d +Ġfest ivities +ĠM ane +ar ov +Ġfleet ing +ĠDr unk +ug en +C ele +Ġchromos omes +ĠD OT +-+-+ -+-+ +Ġbus iest +ĠBe aver +Sy rian +ĠK yr +k as +ĠCross Ref +19 50 +76 01 +Ġrepe aling +ĠWin ners +ĠMac ro +ĠD OD +bl ance +S ort +64 1 +Ġmet re +ĠD irk +Ġgo ggles +Ġdraw backs +Ġcomplain ant +Ġauthor izing +Ġantit rust +oper ated +Ġm ah +Ġexagger ation +Am azing +ĠSer aph +Ġha ze +w ow +Ġextingu ished +Ġcan yon +ĠB osh +Ġv ents +Ġsc rape +Cor rect +4 26 +Ġav g +Dem and +ĠâĪ ¼ +Ġmicrobi ota +"} ]," +ĠSt ev +B io +ĠPlan es +Ġsuggest ive +Ġdec ipher +ĠRefuge e +ĠKe jriwal +ĠGreen peace +Ġdecl ass +ĠSound ers +Ġth o +Ġdec rypt +Ġbr ushing +ĠJane iro +ip op +S i +8 77 +ĠGeoff rey +Ġc pu +ĠHaz el +Ġview points +Ġcris py +ĠNot ification +Ġsold er +ĠMod est +ĠHem isphere +Ġcass ette +in cludes +Ġident ifiers +ĠC ALL +in cent +T odd +ĠSwe ep +Ġ3 34 +b oss +Ġsm ir +gin x +Ġtown ship +Ġg rieving +ĠMos que +Net flix +AS ED +ĠMillenn ials +oc om +19 67 +Ġbold ly +s leep +Ġes che +arij uana +Ġsw irl +ĠPen al +Ġneglig ent +ĠStephen son +K ER +ĠZ oro +ris is +Ġlocal ization +ĠSeym our +ĠAng lic +red itation +prot ection +ĠPa ige +Ġo mit +ĠR ousse +ĠT ub +Ġinv itations +t ty +Ġm oss +ph ysical +C redits +Ġan archy +Ġchild care +Ġl ull +ĠM ek +ĠL anguages +lat est +ĠSan ford +Ġus ability +Ġdiff use +ĠD ATA +Ġsp rites +ĠVeget a +ĠProm otion +ãĥ¼ ãĤ¯ +rict ing +z ee +Tur kish +ĠTD s +pro ven +57 1 +Ġsmug glers +707 10 +Ġreform ed +ĠLo is +Ġun fl +ĠWITH OUT +ĠReturn ing +ann ie +ĠTom as +Fr anc +ĠProf it +ĠSER V +ĠR umble +ik uman +es an +Ġt esters +Ġgad get +Ġbrace let +ĠF SA +comp onent +Ġparamed ics +Ġj an +ĠRem em +ĠSk inner +Ġl ov +ĠQu ake +rom a +Ġfl ask +Pr inc +Ġover power +Ġlod ging +ĠK KK +ret te +Ġabsor bs +w rote +Ġ ," +K ings +ĠH ail +ĠFall ing +xt ap +ĠHel ena +ire ns +L arry +Ġpamph let +ĠC PR +G ro +ĠHirosh ima +Ġhol istic +". [ +Ġdet achment +Ġas pire +Ġcompl icit +ĠGreen wood +Ġresp awn +ĠSt upid +ĠFin ished +f al +b ass +Ġab hor +Ġmock ery +ĠFe ast +VID EO +Ġcon sec +ĠHung ry +P ull +ĠH ust +it ance +? ãĢį +) -- +ĠPar allel +con v +4 69 +ha ar +w ant +P aper +m ins +ĠTor o +ĠTR UMP +ĠR ai +D W +ĠW icked +ĠL ep +Ġfun ky +Ġdetrim ent +ios is +ache v +Ġde grade +im ilation +Ġret ard +Ġfrag mentation +Ġcow boy +ĠY PG +ĠH AL +Parent s +ĠS ieg +ĠStra uss +ĠRub ber +× IJ +Fr ag +Ġp t +Ġoption ally +ĠZ IP +ĠTrans cript +ĠD well +88 2 +M erc +ĠM OT +ãĥ¯ ãĥ³ +Ġhun ts +Ġexec utes +In cludes +Ġacid ic +ĠRespons ibility +ĠD umb +we i +And erson +ĠJas per +ight on +abs olutely +Ad ult +Ġpl under +Mor ning +ĠT ours +ĠD ane +Î º +ĠT EST +ĠG ina +Ġcan ine +aw an +Ġsocial ists +ĠS oda +Ġimp etus +ĠSupplement ary +oli ath +ĠKinn ikuman +mitted ly +second s +Ġorganis ers +Ġdocument aries +Vari able +GRE EN +Ġres orts +Ġbr agging +Ġ3 68 +Art ist +w k +bl ers +Un common +ĠRet rieved +Ġhect ares +Ġtox in +r ank +Ġfaith s +ĠG raphic +Ġve c +ĠL IA +Af rican +Ġard ent +end iary +L ake +ĠD OS +cient ious +ĠOk awaru +ĠAll y +ĠTim eline +D ash +ĠI c +contin ue +Ġt idy +Ġinstinct ively +ĠP ossibly +ĠOut door +ĠWould n +Ġl ich +ĠBr ay +ĠA X +Ġà ī +Ġ+ # +\ ' +Direct ory +ab iding +Ġf eral +ic ative +but t +Ġper verse +S alt +Ġwar ped +Ġnin eteen +Ġcabin ets +Ġsrf Attach +ĠSl oan +Ġpower ing +reg ation +F light +se vere +Ġst ren +Ġc og +ap ache +Ġâ Ŀ +Ġcaf eteria +p aces +ĠGrim oire +uton ium +Ġr aining +Ġcir cling +Ġlineback ers +c redit +Ġrep atri +ĠCam den +lic ense +Ġly ric +Ġdescript or +Ġval leys +Ġre q +Ġback stage +ĠPro hibition +ĠK et +Op ening +S ym +æĸ ¹ +Ġserv ings +Ġoverse en +Ġaster oids +ĠMod s +ĠSpr inger +ĠCont ainer +è » +ĠM ens +Ġmult im +Ġfire fighter +pe c +Ġchlor ine +Ð ¼ +end i +Ġsp aring +Ġpolyg amy +ĠR N +ĠP ell +Ġt igers +Ġflash y +ĠMad ame +S word +Ġpref rontal +Ġpre requisite +uc a +Ġw ifi +Ġmiscon ception +Ġharsh ly +ĠStream ing +ot om +ĠGiul iani +foot ed +Ġtub ing +ind ividual +z ek +n uclear +m ol +Ġright ful +49 3 +Ġspecial ization +Ġpassion ately +ĠVel ocity +ĠAv ailability +T enn +Ġl atch +ĠSome body +Ġhel ium +cl aw +Ġdi pping +XX X +Ġinter personal +7 10 +Ġsub ter +Ġbi ologists +ĠLight ing +Ġopt ic +Ġden im +end on +ĠC orm +Ġ3 41 +ĠC oup +Ġfear less +Ġal ot +ĠCliff ord +ĠRun time +ĠProv ision +up dated +lene ck +Ġneur on +Ġgrad ing +ĠC t +sequ ence +in ia +con cept +Ġro aring +ri val +ĠCaucas ian +Ġmon og +key es +Ġappell ate +Ġlia ison +EStream Frame +ĠPl um +! . +Ġsp herical +Ġper ished +Ġbl ot +Ġben ches +Ġ4 11 +Ġpione ered +Ġhur led +Jenn ifer +ĠYose mite +Ch air +Ġreef s +Ġelect or +ĠAnt hem +65 2 +Ġun install +Ġimp ede +Ġbl inking +Ġgot o +Dec re +A ren +Ġstabil ization +ĠDis abled +ĠYanuk ovych +Ġoutlaw ed +ĠVent ura +ten ess +Ġplant ation +Ġy acht +ĠHu awei +Ġsol vent +Ġgr acious +Ġcur iously +Ġcapac itor +Ġc x +ĠRef lex +Ph ys +ĠC f +pt in +cons ervative +Ġinv ocation +c our +F N +ĠNew ly +H our +As ian +ĠLe ading +ĠAer ospace +An ne +Ġpre natal +Ġdeterior ating +H CR +ĠNorm andy +ol ini +ĠAm bro +9 10 +Ġset backs +ĠT RE +Ġs ig +ĠSc ourge +59 7 +79 8 +Game play +Ġm sec +M X +Ġprice y +ĠL LP +aker u +Ġover arching +ĠB ale +Ġworld ly +Cl ark +Ġscen ic +Ġdisl iked +ĠCont rolled +T ickets +ĠE W +ab ies +ĠPl enty +Non etheless +Ġart isan +Trans fer +ĠF amous +Ġinf ield +ble y +Ġunres olved +ĠML A +ãĤ Ĥ +Cor rection +Ġdemocr at +ĠMore no +ro cal +il ings +Ġsail or +Ġr ife +h ung +Ġtrop es +Ġsn atched +ĠL IN +ĠB ib +ES A +ĠPre v +ĠCam el +run time +Ġob noxious +4 37 +Ġsum mers +Ġunexpl ained +ĠWal ters +cal iber +Ġg ull +ĠEnd urance +ä½ ľ +Ġ3 47 +Ir ish +Ġaer obic +Ġcr amped +ĠHon olulu +à © +us erc +ec ast +AC Y +ĠQu ery +ãĤ¹ ãĥĪ +Bet a +Ġsuscept ibility +ĠSh iv +ĠLim baugh +Ġà ĸ +ĠN XT +ĠM uss +ĠBrit ons +ES CO +EG IN +Ġ% % +Ġsec ession +ĠPat ron +ĠLu a +n aires +ĠJPM organ +us b +ocy te +Ġcouncill ors +ĠLi ang +f arm +Ġnerv ously +Ġattract iveness +ĠK ov +j ump +Pl ot +Ġst ains +ĠStat ue +ĠApost les +he ter +ĠSUP PORT +Ġoverwhel m +Y ES +Ġ29 1 +d ensity +Ġtra pping +M it +Ġf ide +ĠPam ela +atl antic +Dam n +Ġp ts +OP A +Ġserv icing +Ġoverfl owing +ul o +ĠE rit +t icket +light ing +ĠH mm +ãĥ¼ ãĥ« +im oto +Ġchuck le +4 23 +ãģ ķ +sh ape +Ġque ues +Ġanch ors +ãĤ¼ ãĤ¦ãĤ¹ +F er +Ġaw oke +Ġ6 66 +h ands +Ġdiver gence +Ġ50 5 +T ips +Ġdep ot +Ġske w +ĠDel iver +op ot +Ġdiv ul +ĠE B +uns igned +ĠUn i +X box +Ġfor ks +Ġ7 02 +å ¯ +Ġpromot ers +ĠV apor +Ġlev ied +sl ot +Ġpig ment +Ġcyl inders +C RE +Ġsn atch +Ġperpet ually +Ġl icking +ĠFe et +ĠKra ken +ĠHold en +ĠCLS ID +m r +Ġproject or +Ġden otes +Ġchap el +ĠTor rent +b ler +R oute +ĠDef endant +ĠPublisher s +ĠM ales +ĠInn ov +ĠAg ility +rit er +ty mology +st ores +L ind +Ġf olly +ĠZur ich +B le +Ġnurt ure +Ġcoast line +uch in +D omin +Ġfri vol +ĠCons olid +res ults +M J +Ġphyl ogen +Ġha uled +ĠW iley +ĠJess ie +ĠPrep are +ĠE ps +Ġtreasure r +I AS +Ġcolon ists +Ġin und +ĠWW F +ĠCon verted +6 000 +out side +ĠApp earance +ĠRel ic +ĠM ister +s aw +Ġresult ant +Ġadject ive +ĠLaure l +ĠHind i +b da +Pe ace +Ġreb irth +Ġmembr anes +Ġforward ing +Ġcoll ided +ĠCar olyn +K ansas +5 99 +ĠSolid GoldMagikarp +Be ck +Ġstress ing +ĠGo o +ĠCooper ative +Ġf s +ĠAr chie +L iter +ĠK lopp +J erry +Ġfoot wear +War ren +Ġsc ree +h are +Under standing +P ed +Ġanth ology +ĠAnn ounce +M ega +Ġflu ent +Ġbond age +ĠDisc ount +il ial +C art +ĠNight mares +Sh am +ĠB oll +uss ie +H ttp +Atl anta +Ġun recogn +ĠB id +Ġunder grad +Ġforg iving +ĠGl over +AAAA AAAA +4 45 +V G +pa io +kill ers +Ġrespons ibly +Ġmobil ize +Ġeffect ed +ĠL umin +Ġk ale +Ġinfring ing +ann ounced +Ġf itt +b atch +ĠT ackle +ĠL ime +ĠAP P +uke mia +Ġrub y +Ġex oner +ĠCas ual +0 70 +Ġpel vic +Ġautom ate +ĠK ear +ĠCoast al +Ġcre ed +Ġbored om +ĠSt un +ri ott +Ĥ İ +Ġregener ate +Ġcomed ians +ĠOP ER +Sp ons +id ium +on is +L ocated +05 7 +Ġsusp ense +ĠD ating +C ass +Ġneoc ons +ĠShin zo +Ġaw oken +ch rist +ĠMess ages +att led +ĠSpr ay +ĠSp ice +C W +Ġshield ing +ĠG aul +Am id +Ġparam ilitary +Ġmult if +ĠTan ner +il k +Ġgodd amn +g ements +Ġbe friend +m obi +Ġ3 88 +fold er +acc a +Ġins in +g ap +N ev +fif th +Ġpsychiat ry +b anks +TH IS +Ġhar b +ac qu +Ġfac ade +ĠPower Point +80 3 +Ġbl uff +Sh ares +Ġfavor ing +El izabeth +Ãį Ãį +Ġr anger +77 2 +ĠAr che +h ak +ĠGen etics +ĠF EMA +Ġev olves +Ġest e +ĠP ets +ĠM é +ĠInterest ing +ĠCanter bury +ch apter +ĠStar fleet +Sp anish +Ġdraw back +ĠNor wich +9 70 +n orth +ag anda +Ġtransform ative +ram ids +bi ology +ad ay +Ġpropag ation +ĠGam ma +ĠDen ise +ĠCalcul ator +ent imes +ĠB ett +Ġapp endix +ĠHD D +AK ING +Ġst igmat +Ġhol ster +Ġord inarily +Ch ance +ĠCont rary +Ġad hesive +Ġgather s +6 12 +re au +ony ms +ew ays +Ġindu ces +Ġinterchange able +se m +Wh it +Ġtr ance +Ġincorpor ation +ĠExt ras +Fin ancial +Ġawkward ly +ĠStur geon +ĠH Y +Norm ally +ĠEnd ing +ĠAss ist +enc rypted +Ġsub jug +Ġn os +Ġfan atic +C ub +C U +?" . +Ġirre versible +å Ĥ +03 1 +ĠH AR +sp read +ul ia += $ +Sc ope +L ots +Ġlif estyles +ol on +Ġf eds +Ġcongrat ulate +web kit +Ġindist inguishable +ĠSw ing +Ġcommand ments +qu ila +ab ella +m ethyl +ann abin +Ġo vere +Ġlob ster +ĠQU EST +ĠCONT IN +bern atorial +:::: :::: +ĠTra ve +ĠSam oa +AN I +75 2 +Ð ´ +userc ontent +ĠMod erate +y eah +ĠK itt +Ġwe e +Ġstuff ing +ĠInter vention +ĠD ign +Ġware houses +ĠF iji +Ġpel lets +Ġtake away +ĠT ABLE +ĠClass ical +col lection +Ġland fall +ĠMus cle +Ġsett les +ĠAD V +Ġ3 44 +L aura +Ġf ared +ĠPart ial +4 36 +oss ibility +ĠD aly +ĠT arant +ĠFu ji +am l +c ence +55 1 +ĠProced ures +ĠO CD +ĠU D +t in +Q UI +ach o +4 38 +Ġgl itches +Ġenchant ment +Ġcalcul ates +IR O +ĠH ua +alys es +ĠL ift +um o +Ġle apt +Ġhypothes ized +ĠGust av +it ans +VERS ION +æ ł +Rog er +Ġr and +ĠAd apter +Ġ3 31 +ĠPet ition +k ies +M ars +Ġunder cut +ze es +ĠLy ons +ĠDH CP +Miss ing +Ġretire es +Ġins idious +el i +> ) +. ãĢį +Ġfinal ists +ĠA ure +Ġacc user +Ġwas tes +ĠY s +ĠL ori +Ġconstitu encies +Ġsupp er +Ġmay hem +or ange +Ġmis placed +Ġmanager ial +Ġex ce +ĠCL I +Ġprim al +ĠL ent +Cry stal +h over +ĠN TS +end um +Ġd w +ĠAl c +n ostic +Ġpres erves +ĠTs arnaev +Ġtri pled +rel ative +Arc ade +k illing +ĠW EEK +ĠH anna +D ust +Com pleted +ģ « +Ġappro ves +ĠSur f +ĠLuther an +ven ants +Ġrobber ies +we ights +soft ware +at ana +ug al +Ġgrav y +ĠC ance +OLOG Y +ly ak +Ton ight +Ġunve il +Ġ19 04 +ĠMin ion +ent ious +st ice +pack ages +ĠG EAR +Ġg ol +ĠHutch inson +ĠProf ession +ĠG UN +ĠDiff erence +ĠTsuk uyomi +ĠLes bian +6 70 +Ġfug itive +ĠPlan etary +-------------------------------- ------------------------ +Ġacc rued +Ġch icks +Ġsto pp +Ġblock ers +C od +Ġcomment ers +ĠSomew here +ĠPhot ographer +the me +Ġmay oral +w u +Ġanten nas +Ġrev amped +ĠSubject s +it é +im ura +Ġentr ances +liter ally +Ġten ets +ĠO MG +ĠMP H +ĠDon key +ĠOff ense +Ġ" + +Sn ap +ĠAF B +Ġan imate +ĠS od +His panic +Ġinconsist ency +D b +F Y +Ex port +Ġa pe +Ġpear l +ib el +ĠPAC s +Ġ{ \ +Ġact u +ĠHS BC +camp us +Ġpay off +Ġde ities +ĠN ato +ou ple +Ġcens ored +ĠCl ojure +Ġconf ounding +en i +Ġreck on +op he +Ġspot ting +Ġsign ifies +Ġprop el +Ġfest ive +S uggest +Ġpled ging +ĠB erman +Ġrebell ious +Ġovershadow ed +Ġinfiltr ated +j obs +67 2 +Ġscal able +Ġdomin ion +ĠNew foundland +ĠMead ow +Ġpart itions +AM I +Ġsupplement ary +str ument +Ġhair y +Ġperpet uate +Ġnuts hell +ĠPot ato +ĠHob bit +Ġcur ses +Flo at +Ġquiet er +Ġfuel ing +Ġcaps ules +ĠL ust +ĠH aunted +Exec utive +Ġchild birth +G re +Ġrad iant +å İ +Ġm alls +Ġin ept +ĠWarrant y +Ġspect ator +E h +t hens +Ġculmin ating +æ © +ary a +ãĤ ® +ilit arian +ĠOR IG +ĠSp ending +pt ives +ĠS iren +ĠRec ording +ay ne +Ġv im +Ġspr ang +T ang +ĠM FT +mor ning +ĠWe ed +m peg +cess ion +ĠCh ung +7 30 +w arning +56 2 +handed ly +P oor +P olitics +: # +Ġp ian +Ġfec es +ĠDocument ation +Ġban ished +Ġ3 99 +ĠAR C +Ġhe inous +J ake +ĠAm ir +way ne +v re +os henko +Ġnotebook s +Ġfound ational +Ġmarvel ous +ixt ape +Ġwithdraw als +Ġh orde +ĠD habi +is able +ĠK D +Ġcontag ious +ĠD ip +ĠAr rows +Ġpronoun s +Ġmorph ine +ĠB US +68 2 +Ġk osher +fin ished +ĠInstr uments +Ġf used +yd en +ĠSal mon +F ab +aff ected +K EN +C ENT +Dom ain +Ġpoke mon +ĠDr inking +G rowing +ĠInvestig ative +ĠA ether +em i +Ġtabl oid +Ġrep ro +ĠNot withstanding +ĠBers erker +Ġdram as +Ġclich é +Ġb ung +ĠU RI +ĠD os +0 44 +Ġpast ors +Ġl s +Ġac rylic +aun ts +Ed ward +Ġmajor ities +B ang +Ġfield ing +ĠRepl acement +ĠAl chemy +pp ard +ĠRome o +ĠSan ct +ĠLav rov +ib ble +Inst ruct +Ġimp ractical +ĠPlay boy +ce phal +Ġsw aps +Ġk an +ĠThe o +Ġillust rating +Ġdismant led +ĠTrans gender +ĠG uth +UG H +Ġtriumph ant +Ġencomp ass +Ġbook mark +udd in +j er +Ġpred icate +ES H +Ġwhen ce +ĠAB E +Ġnon profits +Se qu +Ġdi abetic +Ġp end +Ġheart felt +sh i +Ġinter acts +ĠTele com +Ġbombard ment +dep ending +ĠLow ry +ĠAd mission +ĠBl ooming +ust ration +ene gger +B rew +Ġmol ten +ĠNer d +P IN +âĸ Ģ +ave ment +Ġtou red +Ġco efficients +ĠTray von +ans son +Ġsand y +t old +fl ows +Ġpop ulous +ĠT inder +ĠBl iss +R achel +Min imum +Ġcontest ant +ĠRed uce +ĠMor se +ĠGrass ley +ĠClick er +Ġexp r +Ġs incerity +Ġmar qu +Ġelic it +ĠPro position +ĠDemon ic +Ġtac os +G reek +Ġpost war +Ġin sofar +ĠP ork +Ġ35 2 +doctor al +walk ing +Ġmid term +ĠSam my +sight ed +ĠTR ANS +ic i +AL D +ĠUS L +ĠF ISA +ĠAm pl +ĠAlex andra +ine lli +Tr ain +Ġsign ify +ĠVers us +Ġob fusc +Ġk h +Ġagg ro +ĠRen ault +Ġ3 48 +5 18 +ox icity +0 22 +ĠTw ist +Ġgoof y +D ynamic +Ġbrief ings +m ight +8 99 +Ġderog atory +T ro +Ġfor ging +ĠKor an +ĠMar ried +ĠBuc s +Ġpal ate +ĠCon version +m able +4 13 +Ġ( _ +Ġs iph +ĠN EO +col lege +Ġmarg inally +Ġfl irt +ĠTra ps +ĠP ace +é »Ĵ +Ġgoalt ender +Ġforb ids +Ġcler ks +ĠT ant +ĠRobb ins +ĠPrint ing +Ġpremie red +Ġmagn ification +ĠT G +ĠR ouse +ĠM ock +odynam ics +Ġpre clude +ism o +ĠPul itzer +Ġaval anche +ĠK odi +rib une +ĠL ena +Elect ric +Ġref inery +Ġend owed +Ġcounsel ors +Ġd olphin +ĠM ith +Ġarm oured +hib ited +Beg in +ĠP W +O il +ĠV or +ĠShar if +ĠFraz ier +est ate +Ġj ams +Pro xy +Ġband its +ĠPresbyter ian +ĠPrem iere +t iny +ĠCru el +Test ing +Ġhom er +ĠV ERS +ĠPro l +ĠDep osit +ĠCoff in +Ġsemin ars +Ġs ql +ĠDef endants +Altern atively +ĠR ats +ç « +ethy st +' > +Ġiss uer +58 9 +Ġch aired +ĠAccess ories +man ent +Ġmar row +ĠPrim ordial +C N +Ġlimit less +ĠCarn age +Ġund rafted +q v +IN ESS +on ew +Ġco hesion +98 7 +Ġne cks +Ġfootball er +ĠG ER +Ġdetect able +ĠSupport ing +ĠCS V +oc ally +k Hz +Ġund e +Ġsh one +Ġbud ding +tra k +Stand ing +ĠStar craft +ĠKem p +Ben ch +Ġthw arted +ĠGround s +ath i +L isa +Dial og +ĠS X +V ision +Ġingen ious +Ù IJ +Ġfost ering +ĠZ a +ĠIn gram +Ġ" @ +N aturally +6 16 +0 35 +ĠF AC +H mm +55 4 +Ġacceler ator +ĠV end +Ġsun screen +Ġtuber culosis +rav iolet +ĠFunction al +ĠEr rors +ed ar +19 66 +ĠSpect re +ĠRec ipes +88 5 +ĠM ankind +L iverpool +Ġ| -- +Ġsubst itutes +ĠX T +w ired +Ġinc o +ĠAf gh +E va +ic c +S ong +K night +Ġdilig ently +ĠBroad cast +A id +Ġaf ar +ĠH MS +aton in +ĠGr ateful +Ġfire place +ĠOm ni +e uro +ĠF RE +ĠSh ib +ĠDig est +t oggle +Ġheads ets +Ġdiff usion +ĠSqu irrel +ĠF N +Ġdark ened +out her +Ġsleep s +ĠX er +gun s +Ġset ups +Ġpars ed +Ġmamm oth +ĠCur ious +g ob +ĠFitz patrick +ĠEm il +im ov +........ ..... +ĠB enny +Second ly +Ġheart y +Ġcons on +st ained +Ġgal actic +cl ave +Ġplummet ed +Ġp ests +Ġsw at +Ġrefer rals +ĠLion el +h oly +Ġunder dog +ĠSl ater +ĠProv ide +ĠAm ar +ress or +å Į +ong a +Ġtim id +Ġp iety +ĠD ek +Ġsur ging +az o +Ġ6 10 +Ġdes ks +ĠSp okane +ĠAn field +Ġwars hips +ĠCob ra +Ġar ming +clus ively +ĠBad ge +ag ascar +ĠPR ESS +ĠMcK enzie +ĠFer dinand +burn ing +Af ee +Ġtyr ann +ĠI w +ĠBo one +100 7 +ĠRe pt +Ċ Âł +Ġcar avan +ĠD ill +ĠBundes liga +Ch uck +Ġheal er +ãĥ¼ãĥ Ĩ +ĠH obby +Ġneg ate +Ġcrit iques +section al +mop olitan +Ġd x +Ġouts ourcing +ĠC ipher +t ap +Sh arp +Ġup beat +Ġhang ar +Ġcru ising +ĠNi agara +Ġ3 42 +ill us +ĠS v +Ġsubt itles +Ġsqu ared +Ġbook store +Ġrevolution aries +ĠCarl ton +ab al +Ut ah +Ġdesp ise +ĠU M +cons ider +aid o +Ġc arts +ĠT urtles +Tr aining +Ġhonor ary + ¢ +Ġtri angles +4 22 +Ġreprint ed +Ġgrace ful +ĠMong olia +Ġdisrupt ions +ĠB oh +Ġ3 49 +Ġdr ains +Ġcons ulate +Ġb ends +Ġm afia +ur on +ĠF ulton +m isc +Ġren al +Ġin action +ck ing +Ġphot ons +Ġbru ised +ĠC odes +og i +Ġn ests +ĠLove ly +ĠLib re +ĠD aryl +Ġ# ## +S ys +. ," +Ġfree zes +est ablishment +and owski +Ġcum bers +ĠSt arg +ĠBom bs +Ġleg ions +Ġhand writing +Ġgr un +ĠC ah +sequ ent +Ġm oth +ĠMS M +Ins ert +F if +Ġmot el +Ġdex ter +ĠB ild +hearted ly +Ġpro pe +ĠText ure +ĠJ unction +ynt hesis +oc ard +ĠVer a +ĠBar th +Ġμ g +Ġl ashed +Ġ35 1 +ĠZ amb +ĠSt aples +ĠCort ex +ĠCork er +Ġcontinu um +ĠWR ITE +unt a +rid or +Ġde ems +0 33 +ĠG OLD +p as +Ġrep ressive +ãĥĨ ãĤ£ +Ġbaff led +Sc ar +Ġc rave +Ġ ______ +Ġentrepreneurs hip +ĠDirector ate +Ġ' [ +Ġv ines +Ġasc ended +ĠGR OUP +ĠGood bye +Ġdo gged +ãĥ´ ãĤ¡ +Man ufact +Ġunimagin able +ri ots +ier rez +Ġrel ativity +ĠCraft ing +ra ught +ud en +c ookie +Ġassass ins +Ġdissatisf ied +ac ci +Ġcondu it +Sp read +ĠR ican +n ice +izz le +Ġsc ares +ĠWH Y +ph ans +5 35 +Ġprot racted +ĠKrist en +5 36 +ĠSc rib +ĠNe h +Ġtwent ies +Ġpredic ament +Ġhandc uffs +Ġfruit ful +ĠU L +ĠLud wig +Ġatt est +ĠBre aker +Ġbi ologically +ĠDeal er +Ġrenov ations +f w +ess en +Al ice +ĠHen ri +Ġun ilaterally +ĠS idd +h ai +ĠSt retch +S ales +Ġcumbers ome +ĠJ avier +Ġtrend y +Ġrot ting +ĠChall enges +Ġscra ps +Ġfac ets +ĠVer onica +ĠVer ge +ĠS ana +Al ien +ĠR ih +Ġrad ial +ect ar +Ġ6 30 +cl i +Mar ie +Ġwild fire +ĠCat o +h ander +Ġwait ress +Ġch ops +ĠS ECTION +Ġblunt ly +ĠCat alog +n ian +stud y +Ġpat rolling +ĠT enth +nex us +ĠN ON +op sy +Ġsc athing +s ie +Ġdeterior ated +V B +Naz is +Ġdep ictions +Ġauthent icated +ĠCon ce +k rit +Ġpromul g +ĠL ONG +U FC +ĠVis itors +ĠRec all +Ġrehab ilit +ĠSL I +Ġglac ier +ĠB ite +Ġ50 3 +Ġvom it +Ġfer mented +ĠKh alid +Ġgrad ed +ĠMag icka +ĠIch igo +power ful +ic ators +75 3 +Ġsh rew +Ġ35 6 +Ġlegal izing +Ġall otted +ĠArch demon +ith ing +igg urat +V OL +Le od +Ġo ily +Ġindu cing +Ġamy gdala +Ġadm ins +ĠAcqu isition +C AN +Ġsche matic +Ġmo an +ĠCamer oon +Ġt ink +Ġmer ry +Ġbutter flies +ĠGo ff +Ġworks pace +ĠCor ona +Ġj avascript +ĠD olphin +ĠCant or +4 64 +to e +AP S +ĠAg ing +Ġpadd ed +ĠZ heng +ĠHe ld +Ġest ranged +Ġ7 70 +. } +ĠDun ham +Ġsm okes +Ġcap itals +und ai +Sh in +ĠFound ing +Ġent itle +Ġcenter piece +D iscover +Ġthere to +al ert +ĠN ou +ĠAnaly st +l c +F H +FI ELD +ĠP OV +gr ay +Ġar cs +ĠH OT +Ġr s +Ġoblig atory +ĠArchitect s +ĠS ven +ĠF EC +0 200 +Christ mas +ĠAlban ia +rat om +58 7 +Ġhard ships +Ġaut os +ĠCharg es +Ġap es +Ġ3 76 +wal let +Ġintox ication +Ġgobl in +Ġ5 70 +++++++++ ++++++++ +ĠYel p +ĠMag netic +ĠBr iggs +R ail +Ġspawn s +ĠW iggins +Ġshowc ased +Ġres orted +ub en +Ġwh ipping +Ġim itate +Ġdigest ion +ĠUS PS +ĠG est +Ġye a +ĠT ight +ind al +ic as +` . +C AST +'' ; +ĠF et +opath ic +In valid +Ġregrett ed +Ġbro ccoli +ĠSc ores +e ve +Ġpost ings +Ġaccum ulating +Ġneed less +elf th +Ġmay ors +Ġsc rib +Ġanecd otes +Ġbot ched +ĠRib bon +ĠConstant ine +i uses +ess es +Ġdev ise +Comp ared +Ġp udding +Ġg arg +Ġev oke +79 7 +Ġdet ox +9 09 +ĠPie ces +ĠMcC artney +Ġmet ast +ĠK rypt +P OR +Ġt ending +ĠMerch ants +Pro of +ĠV arg +ĠPort able +ãĥ¼ãĥĨ ãĤ£ +B rain +25 00 +Ġfol iage +Ø ¹ +Ġment ors +ĠA ires +Ġminimal ist +Ġing ested +ĠTro jan +ĠQ ian +inv olved +0 27 +Ġer oded +RA FT +Ġbl urry +M ob +Ġbuff et +ĠFn atic +ae a +KN OWN +ĠIn it +s afety +en um +ACT ION +ĠCrus her +ĠD ates +Ġ ................ +c alling +ak ov +Ġvent ured +Ġ5 55 +au ga +H art +ĠA ero +M AC +Ġthin ly +Ġar ra +ST ATE +ild e +ĠJac qu +ĠFem ales +Ġthe orem +Ġ3 46 +Ġsmart est +ĠPU BLIC +ĠK ron +ĠB its +ĠV essel +ĠTele phone +Ġdec ap +Ġadj unct +ĠS EN +mer ga +Ġred acted +Ġpre historic +Ġexplan atory +ĠRun s +ĠUtt ar +ĠM anny +ĠAUTH OR +ĠUnle ashed +ĠBow ling +be ans +79 3 +Ġunivers es +Ġsens it +ĠK ung +re peat +ctr l +Ġp aced +Ġfull er +Cl ock +Ġrec omb +ĠF aul +ĠB unker +Ġpool ed +Ġan a +ĠM outh +LL OW +hum ane +Ġbull do +ĠMicha els +f am +Ġwreck ed +Ġport rays +ĠWh ale +ĠH es +Ġguess es +ĠBrow se +ĠL APD +Ġconsequ ential +ĠInn ocent +ĠD RAG +Ġtrans gress +ĠO aks +Ġtri via +ĠRes on +ĠA DS +-- + +ĠT oll +Ġgrasp ing +ĠTHE M +ĠT ags +ĠCon clusion +Ġpract icable +Ġho op +Ġunintention ally +Ġign ite +ĠM ov +ur ized +le hem +Ter min +Ġcolour ful +ĠLin ear +ĠEll ie +G y +Ġman power +Ġj s +Ġem oji +ĠSHAR ES +_ . +0000 7 +Ġsophistic ation +Ġunders core +Ġpract ise +Ġbl ob +op ens +Uk raine +Ke eping +Y C +J R +ult imate +Cl aim +Ġautom obiles +99 3 +ste el +Ġpart ing +ĠL ank +... ? +Ġ38 5 +Ġremem brance +Ġe ased +Ġcov ari +ĠS ind +Effect ive +Ġdisse mination +ĠMo ose +ĠCl apper +br ates +App ly +Ġinv is +Ġwors ened +âĢĶ - +Ġlegisl ator +ĠL ol +ĠRow e +Ġdealers hip +um ar +id ences +Ġinvestig ates +Ġc ascade +Ġbid der +ĠB EN +Iron ically +Ġpres iding +Ġd ing +Ġcontrad icted +Ġshut s +ĠF IX +Ġ3 66 +Dist rict +Ġsin ful +ĠChar isma +o ops +Ġtot ality +Ġrest itution +ĠOpt imus +ĠD ah +Ġcl ueless +urn ed +Ġnut rit +Ġland owners +Ġfl ushed +Ġbroad en +m ie +Ġprint ln +Ġn ig +ĠCorp us +J en +Ġprot o +ĠWik imedia +ĠPal o +C OR +Ġstory lines +Ġevangel icals +ĠDar rell +Ġrot or +ĠH W +sk illed +ery l +Ġbe gg +ĠBl umenthal +Ġwe aving +Ġdown wards +ĠJack et +ĠANG EL +Te chnology +Ġes oteric +alde hyde +Ġfur iously +Ġforeign er +We ak +CH O +ĠH ound +Exper ience +ĠPlay station +ĠM IA +ĠU ng +cl oth +ag all +Ġcal ming +iz ens +St ruct +ĠW itches +ĠCeleb ration +Ġ........ ...... +pt roller +ĠTC U +Ġb unny +ãĥ į +ut orial +Ġup scale +ĠSt a +ĠCol ossus +Ġchlor ide +ĠZ ac +ĠRe asons +ĠBrook ings +ĠWH ITE +][ / +ĠL ose +9 05 +Ġunders ide +ern els +Ġv ape +do zen +upp et +ĠST OP +mat ical +ĠStat ements +hed dar +P AC +Custom er +Ġmem os +ĠP J +end ars +ĠLim its +l augh +Ġstabil ized +ĠALE C +Y A +Up grade +al am +Ġtechn o +Ġan ew +fore seen +Ġcolleg iate +ĠPy ro +ĠD ism +Ġfront line +Ġammon ia +I U +Qu ite +John ny +ass in +G OP +ĠSt yles +ĠSovere ign +acter ial +5 49 +ĠR IP +ĠL ists +Ġ3 64 +ĠRece p +s ocket +ĠByr d +ĠCand le +An cient +Ġappell ant +en forcement +ace a +ans ki +Ġold s +88 6 +Ġsl urs +Ġem pires +Ġbuck le +Ġalien ation +ĠAber deen +Ġunic orn +Ġoverr iding +ĠL X +pp a +Ġdesp ised +ĠB ugs +ĠB ST +S outhern +5 33 +Ġhall mark +ĠPost er +Ġstem med +Ġprincip als +ĠT ECH +ĠSand wich +It aly +Ġche esy +ĠSet TextColor +ĠProt ective +ĠC ohn +J O +apt op +Re ason +Lead er +ĠUnder stand +ĠFr idays +ĠContin uous +Ġcl ipping +ĠR ye +Ġber th +tim er +ann is +re act +Ġbuff alo +ĠPar as +Ġ6 55 +Ġpres ided +ĠSun rise +Ġve ts +Ġcl oves +ĠMcC ull +Stre ngth +G AN +Ġill iter +ĠPric ing +l é +Ġresist or +Ġbr un +ĠSuff olk +Ñ ĭ +ĠL iver +Re leased +Ġwhat s +8 60 +ĠMe asures +Ġden ouncing +ĠRy zen +Ġsou ven +Ġcareg ivers +ch ini +ĠScar lett +Ġt rough +Cong ratulations +Ġtax is +ĠTrad ition +j it +Ġtable top +Ġhither to +Ġdis information +off ensive +h ra +ĠDISTR ICT +Ġcompl icate +chen ko +ĠRecon struction +Ġpalp able +Ġa usp +Ġ4 28 +Ġshowc ases +ĠPublic ation +know ledge +inn on +4 19 +Ġretri eval +and ers +Ġref ute +Ġinqu ired +g ur +Ġneg ativity +Ġcons erve +Ġafter life +Ġpres upp +ĠGill espie +Ġm t +ĠD N +T ap +Ġper pend +ĠS my +does n +Ġsp illing +Ġhyp ers +K ate +® , +ke pt +ĠP owered +Ġj a +ĠK lux +ard e +ab an +Ġ4 44 +Ġflatt ened +ĠImprove ments +urg a +ĠK und +Ġins cribed +Ġfac ult +Ġunpre pared +ĠCons umers +Ġsatisf ies +Ġpul monary +Ġinf iltration +Ġex ternally +Ġcongrat ulations +ag han +Ġair liner +Ġfl ung +Ġfly ers +G D +Ġsnipp ets +Ġrec ursive +Ġmaster ing +L ex +Ġovert ly +v g +Ġluck ily +Ġenc ro +ĠLanc et +ĠAbyss al +function al +Ġs ow +Ġsqu id +Ġnar ration +Ġn aughty +ĠHon our +ĠSpart ans +Ġsh atter +ĠTac oma +ĠCal ories +ĠR aces +Sub mit +Ġpurpose fully +w av +ĠY ok +F est +ĠG err +Met ro +Ġit iner +f amous +Ġ" { +in line +was her +Iss ue +ĠCL IENT +oz o +Vers ions +7 25 +ĠGl ock +Ġshield ed +ĠPC R +ENC Y +ĠWe ld +ĠSim pl +Ġredirect ed +ĠK ham +Ġ( > +Ġlab ou +Ġdi apers +ss l +Ġcell ar +organ isms +ore sc +ĠBer ks +did n +Sh ipping +C hest +Ġund one +Ġmillion aire +Ġc ords +ĠYoung er +appropri ately +Ġsequ els +u ve +ant icipated +Ġle wd +ĠSh irt +ĠDmit ry +V eter +Ġsl aying +ĠY ar +Ġcompl ication +I owa +ĠEric a +ĠBL M +g irlfriend +b odied +6 26 +19 63 +Ġintermedi ary +Ġcons olation +M ask +ĠSi em +ow an +Beg inning +Ġfix me +Ġculmin ated +Ġcon duc +ĠVolunte er +Ġpos itional +Ġgre ets +ĠDefin itions +Ġthink er +Ġingen uity +Ġfresh men +ĠMom ents +Ġ35 7 +ate urs +ĠFed Ex +s g +69 4 +Ġdwind ling +ĠBO X +sel age +Ġt mp +Ġst en +ĠS ut +Ġneighbourhood s +Ġclass mate +f ledged +Ġleft ists +Ġclim ates +ATH ER +ĠScy the +ul iffe +Ġs ag +Ġho pped +ĠF t +ĠE ck +ĠC K +ĠDo omsday +k ids +Ġgas ped +Ġmon iker +ĠL od +ĠC FL +t ions +r ums +fol ios +Ġm d +Ġunc anny +Ġtrans ports +ĠLab rador +Ġrail ways +Ġappl iance +ĠCTR L +æ Ģ +Pop ulation +ĠConfeder acy +Ġunb earable +Ġdors al +ĠIn form +op ted +ĠK ILL +Mar x +Ġhypoc ritical +q us +ĠN umerous +ĠGeorg ian +ĠAmbro se +ĠL och +Ġgu bernatorial +ĠX eon +ĠSupp orts +ens er +ee ly +ĠAven ger +19 65 +Ar my +Ġju xtap +Ġcho pping +ĠSpl ash +ĠS ustainable +ĠFin ch +Ġ18 61 +ict ive +at meal +ĠG ohan +Ġlights aber +ĠG PA +ug u +ĠRE PL +vari able +Ġher pes +Ġdesert s +ac iously +Ġsitu ational +week ly +ob l +Ġtext ile +ĠCorn wall +Ġcontrace ptives +ĠA ke +] - +ä¹ ĭ +: , +ĠW em +ĠB ihar +Ġ' . +Ġbe re +Ġanal ogue +ĠCook ies +Ġtake off +Whe el +Ġmaj estic +Ġcomm uting +0 23 +ĠCor pse +ass ment +min i +Ġgor illa +ĠAl as +ere e +Ġacquaint ances +ĠAd vantage +Ġspirit ually +Ġey ed +pm wiki +ĠE nder +Ġtrans lucent +Ġnight time +ĠIM AGES +5 45 +ĠK amp +ĠFre ak +Ġ ig +Port land +4 32 +ĠM ata +Ġmar ines +Ġh ors +ater asu +ĠAtt ribution +Ġ-------- - +Ġk ins +ĠBEL OW +++ + +Ġre eling +ol ed +Ġcl utter +ĠRel ative +Ġ4 27 +B US +Ġa vert +ĠChe ong +ĠA ble +ĠPry or +Develop er +Ġen cyclopedia +ĠUSA F +ĠG arry +Sp ain +Bl ocks +Ġexp osition +ĠGamer Gate +W OR +Ġstockp ile +Ġclot hed +ĠT one +ĠR ue +t umblr +Ġtreacher ous +Ġf rying +Ñ Į +ĠS ph +Ġrest raints +Ġemb odies +ĠG es +S afety +Ġnegoti ators +min ing +ĠAppalach ian +L OS +ĠJenn a +Ġpass ers +ç ĭ +sn ap +Ġshort en +creat or +Ġinn umerable +uther land +67 4 +ĠW OM +ĠAs cend +ĠArm ory +ĠTrans action +K ick +Ġsuit case +day Name +Ġwaste ful +mar riage +ĠMcC abe +ite ch +ĠO ss +Cl osure +ĠTreasure r +Ġindec ent +ĠD ull +Ġresid ences +19 59 +ĠS ettlement +Ham ilton +Ġself ies +ĠRank ing +ĠBark ley +ĠB ore +ĠW CS +ĠMar itime +ĠH uh +ĠForest ry +Ġcultiv ating +ĠBall ard +Ġg arrison +ĠSD L +9 30 +Ġnas cent +Ġirresist ible +Ġaw fully +\/ \/ +Ġequ ate +Ġanthrop ology +ĠSylv ia +Ġintest ine +Ġinnoc uous +cess ive +ag ra +ĠMet roid +G rant +8 55 +ģ ĸ +Ġ" _ +ãĥĥ ãĥī +Ġappra isal +ĠFred dy +04 6 +Ġ40 6 +Ġ18 30 +Ġd ocking +St atic +Ġp ont +ĠVolt age +ĠSt ead +ĠMort gage +ĠJon ah +Y L +CLASS IFIED +Ġas bestos +nik ov +Ġcoll agen +ĠOrb ital +P ocket +7 99 +Ġhy brids +inc hes +Ġinv oice +und y +Ġinequ alities +T rend +w ashed +B ALL +Ġluc id +ĠComment ary +Ġw itty +Br andon +Ġbru ising +Ġ6 20 +es cent +box ing +P OL +Ġ3 78 +R ect +Ġlic ences +ĠMcG ee +p ressed +D anny +Ġj ammed +ord inate +Ġle th +Ġdistingu ishes +ĠYam aha +IL S +ĠH ume +ĠC ategories +Rober ts +Ch art +Ġbeet le +ĠGra veyard +Ġ($ ) +o ÄŁ +Ġtw ilight +are lla +á ½ +Ġbooth s +ĠH HS +ĠFeld man +Ġexcav ation +Ġphilosoph ies +at ography +ĠGar age +te chnology +Ġunfor gettable +Ġver ifying +Ġsubord inates +E ls +Ġne b +G aming +EN A +ĠAchieve ment +it ters +ĠG abe +Ġd umps +for cer +Ġpo ignant +ĠM BA +ĠHe idi +ime i +Ġm ages +Ġliber ate +Ġcircum cised +ĠMer maid +ĠMat th +t ogether +ĠW ichita +Ġstore front +ĠAd in +V II +Four th +Ġexplore rs +W ER +Not able +Bro ok +m ens +F aith +-------- - +ĠJ ou +¬ ¼ +Ġpine apple +Ġam alg +el n +ark able +ĠãĤµ ãĥ¼ãĥĨãĤ£ +ĠãĤµãĥ¼ãĥĨãĤ£ ãĥ¯ãĥ³ +Ġov arian +ĠE choes +Ġhairc ut +Ġp av +Ġch illed +anas ia +Ġsty led +Ġd ab +ni per +Ġminister ial +ĠD UP +T an +Ġsul ph +ĠD eter +ĠBo hem +od an +Ġeduc ator +â ĵĺ +sp ir +Ch icken +ĠE leanor +Ġqu i +Ġheav iest +Ġgrasp ed +U RA +Ġcro oked +Jess ica +pro blem +Ġpred etermined +Ġman iac +Ġbreath s +ĠLauder dale +Ġh obbies +y z +Cr ime +Ġcharism a +d L +Ġle aping +Ġk ittens +Ang elo +ĠJ ACK +ĠSu zanne +Ġhal ting +ENT ION +Ġswall owing +ĠEarthqu ake +Ġeight eenth +ĠN IC +ĠIN F +ĠCons cious +Ġparticular s +circ le +7 40 +Ġbene volent +Ġ7 47 +Ġ4 90 +Ġr undown +ĠVal erie +ĠB UR +Ġcivil isation +ĠS chn +W B +ot ide +intern ational +Ġj ohn +Ġ19 02 +Ġpe anuts +Ġflav ored +k us +Ġro ared +Ġcut off +é £ +Ġorn ament +Ġarchitect ures +Ġ3 69 +ol or +ĠWild e +ĠC RC +ĠAdjust ed +Ġprov oking +land ish +Ġrational ity +Ġjust ifies +Ġdisp el +Ġa meric +ĠPol es +Ø © +Ġen vis +ĠD oodle +ä½ ¿ +igs aw +auld ron +Techn ical +T een +up hem +ĠX iang +Ġdetract ors +ĠZ i +ĠJournal ists +Ġconduc ive +ĠVolunte ers +Ġs d +Know ing +Ġtrans missions +ĠPL AN +ĠL IB +Ġall uded +Ġob e +Ġd ope +ĠGold stein +Ġwavelength s +ĠDest ination +nd a +ug i +Ġattent ive +ĠLe an +ral tar +Ġman g +mb uds +ak ings +b ender +Ġacc ol +Ġcraw led +N OW +Min nesota +Ġflour ished +ĠZ up +ĠSuper visor +ĠOliv ier +Ex cellent +Ġwid en +D one +Ġw ig +Ġmiscon ceptions +Cor p +W an +Ġvener able +ĠNot ably +ĠKling on +an imate +Bo ost +ĠS AY +miss ing +ibli ography +mel on +Ġpay day +Ø ³ +bo le +Ġve iled +ĠAl phabet +It alian +Ġever lasting +ĠR IS +ĠC ree +rom pt +Ġh ating +Ġgrin ning +Ġge ographically +OS H +Ġwe eping +ĠÂłĠÂłĠÂłĠÂł ĠÂłĠÂłĠÂłĠÂł +Ġimpe cc +Let ter +Ġblo ated +PL A +ĠFe in +Ġper sever +Th under +Ġa ur +ĠR L +Ġpit falls +âĸ º +Ġpredomin ant +Ġ5 25 +7 18 +AP E +7 14 +Ġfarm land +ĠQ iao +Ġv iolet +ĠBah amas +Ġinflic ting +ĠE fficiency +Ġhome brew +Ġundert ook +Ġcur ly +ĠHard ing +man ia +59 6 +Ġtem pered +Ġhar rowing +ĠP ledge +ĠFranken stein +è ª +M otion +Ġpredict ably +ĠExpl osion +oc using +er d +col o +FF ER +Ġback field +ĠV IDE +ue bl +N arr +ĠArg ument +Ġgen omic +Ġbout ique +Ġbatt ed +ĠB inary +Ġg amb +ĠRh ythm +67 3 +Ġa float +ĠOlymp ia +Y ING +Ġend if +is in +Ġwin ters +Ġsc attering +I v +D istance +Ġtr u +ĠCom fort +Ġne xus +Ġair flow +ĠByz antine +p ayers +con i +ĠB etsy +D eal +ĠN ug +ĠContin ent +red ibly +Ġoptim izing +al beit +Ġec static +ĠPro to +ç · +iv ot +âĸ Ħ +em p +rou nder +Ġcl out +ĠI ST +66 3 +ĠDoll ars +ĠD AC +Ġsubsc ribed +Ġrehears al +Ġam ps +ĠSh ang +es m +Ġspr inkle +Ġassail ant +ĠO o +ĠCoin base +T act +Ġret ina +Ġn uns +R ON +att o +Ġj ug +ĠSV G +Ġb ikini +ĠFI LE +ĠFound ers +ep ort +ĠK P +Ġrest ores +ĠTh ick +Ġash ore +Ġappro vals +R ender +M AG +G raham +ĠCort ana +ãĥ³ ãĤ¸ +ss h +or ians +ars ity +ĠInsp ired +u pper +Ġsign alling +Ġreb uke +Ġfl ares +Ġdownt ime +Stud ies +Ġstagn ation +ĠSequ ence +Ġgr unt +Ġass ures +ĠPL A +59 2 +Ġintra ven +d epend +Sus an +ĠManz iel +Man ia +Cont ract +Ġsl ams +Ġcult ured +Ġcred itor +L IST +ĠH UM +ĠChatt anooga +serv ed +Ġclo aked +ĠF TP +p owder +ĠSt ella +uct ive +Ġcheap ly +ĠMU CH +ĠGalile o +Ġsu ites +spe ech +Ġdeliber ations +ĠCh ips +« ĺ +Bal ance +ĠWyn ne +ĠAk ron +Ass et +Ġhon oured +Ġed ged +Like wise +anim ous +ĠW age +ĠEz ek +ad vertisement +ĠRT X +ĠM AD +Ġmigr ating +ĠS QU +Ġ4 75 +Ed ited +Ġshorth and +ĠBas ics +Ġcro tch +ĠEV EN +Ġv m +effic iency +Ġcal ves +ĠF rie +ĠBrill iant +Ġstri kers +Ġrepent ance +Ġarter ies +r l +B ed +h ap +Ġcrypt ography +ĠSab res +Ġ4 14 +vi ks +ih ara +aps es +T alking +Ġintertw ined +Ġdoc ks +Ġalle le +ĠArt ifact +ĠH IM +t orn +ç ķ +Ġop acity +ĠE ly +os uke +Ġn ipple +Ġhand written +ĠV K +ĠChamber lain +ĠLa os +ig raph +g row +Ġtr illions +Ġdescend ant +ĠSail or +as uring +Ġce ilings +ĠWare house +f lying +ĠGl ow +Ġn ont +Ġmiscar riage +Ġrig s +Ġmin istries +Ġelabor ated +Ġdel usional +ĠHum ane +Ġ3 79 +n ets +Ġblack out +add ers +Ġn p +ĠT ire +ro sc +Ġsub div +Ġlink age +Ġchron ological +ĠHER O +Ġres ettlement +ĠVin yl +Ġpast oral +ĠMob il +ĠBar bar +Co oldown +ĠF ritz +c riminal +re pe +Ġbell ig +ĠBre ed +Ġ4 18 +Ġsem blance +ij k +Ġcur tail +Ġclin ch +cont ained +ĠProm pt +ast on +Ġw i +Ġpursu its +5 15 +ĠGl oss +Ġfl ips +Ġcoup ons +Ġcl oning +ĠLike ly +Rem oved +ĠQu artz +r ices +ĠSpe ars +Ġp ious +Ġdep reciation +ĠD are +oun ces +am az +O nt +Ġp innacle +d ocker +0 26 +ĠW yr +ĠPro per +Ë Ī +n il +By tes +Ġseek er +t rial +Ġunf olds +ĠMar se +Ġextravag ant +ĠSurviv ors +RED ACTED +ĠSpeed way +ĠCra igslist +sub mit +ĠGener ations +Ġup holding +Ġblood stream +ĠMiss ions +ĠL awn +Ġlim bo +ene i +H uh +ĠWild cats +pre p +ĠMark us +ĠFor bidden +rit ic +IN O +Ġexhib iting +requ ent +ch uk +Ġhabit ual +ĠComp atibility +Dr ag +RIP T +uj ah +GR OUND +Ġdelinqu ent +Ġburn er +Ġcontempor aries +Ġgimm ick +load s +Ġno zzle +p odcast +ĠW ak +ĠStat en +ĠK uh +ãģ ĵ +inter rupted +Ġinv incible +ĠBurn ett +cig arette +ĠPeb ble +ĠTem porary +ĠMar ino +58 2 +Ġwast eland +ident ly +T x +Ġr ite +ĠPan asonic +ĠM iddles +ĠHort on +ae us +Ġc uring +Ġm ats +Ġadj ourn +Ġfears ome +pe z +bo ats +Ġpro pell +Ġconflic ted +ĠAng er +Ġinsurg ent +K arl +Ġco ales +Ġsouth western +Ġdis su +ĠO vert +******** **** +Ġbox ed +ĠBr une +aa a +Ġgard ening +ĠEng el +tr acks +Ġpur ified +Ġplace holder +ĠL ikes +Ġd an +G ab +Ġe ct +ĠF aw +ĠEl iot +Ġ' , +otrop ic +ĠRu in +hed on +Ġca ul +Ġa ft +ĠCad illac +gh a +ass ian +ud eb +ĠT ick +Ġadjust s +AR GET +5 37 +isc he +ant y +ĠFried rich +ĠBl izz +ĠA OL +Camp aign +Ġmamm al +ĠVe il +ĠK ev +ĠMaur it +ĠDam ien +N ation +E astern +Ġ{ : +Ġ= ================================ +Ġstereotyp ical +Ġatt ic +ĠCy borg +requ ire +Ġaward ing +ĠPap ua +bt n +b ent +B oo +Ġ( = +ĠX ander +ĠSomers et +Ġcatch y +Ġcert ify +STR UCT +Ġit al +Ġt ides +ĠBr ands +G ray +comp etitive +Ġcur ator +ĠD G +omin ium +ĠGM Os +ci ating +ĠCarm en +ow ard +Balt imore +Ġr gb +C u +Ġwip es +spe ll +IT NESS +Ġsummar izes +ĠRe vis +Ġwhistlebl owers +ĠBre ach +Ġcro chet +k os +ews ki +Ġrep et +Ġcrim son +ĠKar achi +read able +dim ension +ĠI gor +ild ed +ĠZ ed +ĠKe ane +ĠCos metic +DE P +Ġretreat ing +ĠU A +ens ical +Ġd usk +ĠDick ens +Ġaren as +ĠPass age +level s +Ġcur v +P ope +Ġch ores +ĠEl ise +ĠComp ass +b ub +Ġmamm alian +ĠSans krit +ĠAN C +ĠCr ack +Q ual +L aun +amp unk +Ġlearn ers +Ġglam orous +Ġfur the +erm ott +c and +Gener ic +Ġnarr ated +Ġdisorder ly +ĠTrans actions +ĠDet ention +ĠR oku +Ä į +Ġunder statement +ĠS aur +ĠRodrig o +ĠAS AP +S in +Ġre joice +Method s +Ġelectro de +Ġworsh ipped +Ġid i +ĠPhys icians +Ġpop up +Ġde ft +ĠRem oval +ĠBu enos +ver bs +Ġfun k +ush a +rict ion +ore a +ĠBang alore +ĠKen obi +zz i +Ġnorm ative +Ġgobl ins +Ġcaf es +ĠUN CLASSIFIED +ĠF ired +S IGN +Ġs clerosis +ĠV oter +ĠSon ny +ĠExt end +ĠEV s +Ar senal +Ġp si +Ġwid est +ĠT us +Ġlo oms +Ġjust ifying +ĠGr anger +è ¯ +Ref er +58 3 +Ġflour ishing +ab re +Ġr ave +ĠCont ra +Ġ18 98 +Add s +Ġf ul +ĠCo oke +some one += # +67 1 +Ġy ak +Ġar te +ĠMis cellaneous +ĠDet ection +ĠCl ancy +â ģ +ass ies +Ġval iant +ĠFemin ist +cor ruption +V el +P ear +Ġsucc inct +Ġquick est +k w +Ġsp itting +ĠL ibraries +åħ ī +ant z +D ad +ĠSpec ifications +rup ulous +and r +RES ULTS +Ġsnow ball +Ġpred is +ĠB axter +ĠNurs ing +ĠCh aff +s we +Ġout age +Ġnest ing +Ġnotor iety +tr igger +on ite +j on +Ġf ou +ook ed +ĠCelebr ity +re ality +Ġfat ig +Ġhug ging +Ġbother s +ĠPan zer +ĠCh andra +fig ured +Ġvol ts +ĠCloud s +Ġfee ble +ĠCur ve +ĠAs us +78 6 +abs or +ĠV ICE +ĠH ess +Ġmanufact ures +Ġgri zz +ĠPower ful +ac id +Ġsub sections +ĠKrug man +ĠAl ps +is u +Ġsequ est +ĠUlt ron +ĠT inker +ĠGo ose +Ġmism atch +Att orney +Ġmorph ology +ĠSix ers +ut tered +ĠE LECT +gr an +Rus sell +ĠG SL +Ġfort night +Ġ. ) +Ġapost le +pr one +el ist +Unt itled +ĠIm plementation +ist ors +Ġtank er +Ġpl ush +Ġattend ants +ĠT ik +ĠGreen wich +ĠY on +ĠSP L +cell s +unt led +S olution +ĠQu é +Ġvac ated +Ġupt ick +ĠMer idian +æ ĥ +ĠDr ill +9 25 +58 4 +Ġrenov ated +ĠKub rick +zy k +Ġl ousy +pp el +ohyd rate +ĠI zzy +lesi astical +CC C +ĠAj ax +Ġad apters +ĠPetra eus +Ġaffirm ation +ĠST OR +le ms +ad oes +ĠConstantin ople +Ġp onies +Ġl ighthouse +Ġadherent s +ĠBre es +omorph ic +Fight ing +Ġpl aster +ĠP VC +ĠOb st +Ġdear ly +ĠTo oth +icks on +Ġsh aming +P lex +A gg +ĠâĢ¦ " +Ġsub reddits +Ġpige on +ĠResident ial +ĠPass ing +Ġl um +ĠP ension +Ġpessim istic +Ġ4 32 +z inski +c ade +0 75 +Ġapolog ised +iy ah +Put ting +Ġgloom y +ĠLy me +=-=-=-=- =-=-=-=- +ĠT ome +ĠPsych iatric +ĠH IT +c ms +ap olog +Ġbreak er +Ġdeep en +Ġtheor ist +ĠHigh lands +Ġb aker +Ġst aples +Ġinterf ered +ĠAb ortion +jo ined +ch u +Ġform ulate +Ġvacc inations +Ġban ter +phe us +Ġoutfield er +ĠM eter +Ġ# #### +Ġ18 95 +Ġnarrow ing +ĠST ORY +f p +ĠC ST +ign ore +Ġproclaim ing +ĠR U +ĠB ALL +yn a +65 3 +Ġpos it +P RE +59 4 +ĠRegist rar +ĠPil grim +ic io +Ġpre tt +Ġlif eless +Ġ__ _ +Ne igh +ĠCh urches +orn o +Ġor cs +Ġkind red +ĠAud it +Ġmillenn ial +ĠPers ia +g ravity +ĠDis ability +ĠD ARK +W s +od on +Ġgrand daughter +ĠBro oke +ĠA DA +ER A +Ġpick ups +ĠWil kinson +ĠSh ards +ĠN K +Ġexp el +ĠKis lyak +Ġj argon +Ġpolar ized +ian e +Pub lisher +Ġreb utt +Ġapprehens ion +ĠK essler +Ġpr ism +F UL +19 64 +ĠL oll +ä ¿ +le thal +Å Ł +Ġg hetto +Ġb oulder +ĠSlow ly +ĠOsc ars +ĠInst ruction +ĠUl tr +ĠM oe +N ich +ĠP ATH +( * +ĠRE LEASE +un ing +rou se +en eg +Ġre imb +ĠDet ected +Do S +Ġster ling +Ġaggreg ation +ĠLone ly +ĠAtt end +hig her +Ġairst rike +ks on +SE LECT +Ġdef lation +ĠHer rera +C ole +rit ch +Ġadvis able +F ax +Ġwork around +Ġp id +mort em +ers en +Ġtyp o +Ġal um +78 2 +ĠJam al +script s +Ġcapt ives +ĠPres ence +ĠLie berman +angel o +Ġalcohol ism +ass i +Ġrec ite +Ġgap ing +Ġbask ets +ĠG ou +Brow ser +ne au +Ġcorrect ive +und a +sc oring +ĠX D +Ġfil ament +Ġdeep ening +ĠStain less +Int eger +Ġbu ggy +Ġten ancy +ĠMub arak +Ġt uple +ĠD roid +ĠS itting +Ġforfe it +ĠRasm ussen +ixt ies +es i +ĠKim mel +Ġmetic ulously +Ġap opt +ĠS eller +08 8 +ec ake +hem atically +T N +Ġmind less +Ġdig s +ĠAcc ord +ons ense +em ing +br ace +Ġe Book +ĠDist ribut +ĠInvest ments +w t +] ), +beh avior +56 3 +Ġbl inding +ĠPro testers +top ia +Ġreb orn +ĠKel vin +ĠDo ver +ĠD airy +ĠOut s +Ġ[ / +Ï Ģ +b p +ĠVan ity +ĠRec ap +ĠHOU SE +ĠF ACE +Ġ4 22 +69 2 +ĠAnt ioch +cook ed +Ġcoll ide +Ġa pr +Ġsle eper +ĠJar vis +Ġalternative ly +ĠLe aves +ĠM aw +Ġantiqu ity +ĠAdin ida +Ġab user +Poké mon +Ġass orted +ĠRev ision +ĠP iano +ĠG ideon +O cean +Ġsal on +Ġbust ling +ogn itive +ĠRah man +Ġwa iter +Ġpres ets +ĠO sh +ĠG HC +oper ator +Ġrept iles +Ġ4 13 +ĠG arr +ĠCh ak +Ġhas hes +Ġfail ings +Ġfolk lore +Ġab l +ĠC ena +ĠMac Arthur +ĠCOUR T +Ġperipher y +app ers +Ġreck oned +ĠInf lu +ĠC ET +Ġ3 72 +ĠDefin itive +ass ault +4 21 +Ġreservoir s +Ġd ives +ĠCo il +DA Q +Ġvivid ly +ĠR J +ĠBel lev +Ġec lectic +ĠShow down +ĠK M +ip ed +reet ings +ĠAs uka +L iberal +ĠÏ Ħ +Ġbystand ers +ĠGood win +uk ong +S it +ĠT rem +Ġcrim inally +ĠCirc us +ch rome +88 7 +Ġnan op +ĠOb i +ĠL OW +o gh +ĠAuth ors +ob yl +Ur ban +Ġt i +ĠWe ir +t rap +ag y +Ġparent heses +Ġout numbered +Ġcounter productive +ĠTob ias +ub is +P arser +ST AR +Ġsyn aptic +ĠG ears +Ġh iber +Ġdebunk ed +Ġex alted +aw atts +H OU +Ch urch +ĠPix ie +ĠU ri +ĠForm ation +ĠPred iction +C EO +Ġthro tt +ĠBrit ann +ĠMad agascar +ë ĭ +Ġbill boards +ĠRPG s +ĠBe es +complete ly +F IL +Ġdoes nt +ĠGreen berg +re ys +Ġsl ing +Ġempt ied +ĠPix ar +ĠDh arma +l uck +ingu ished +Ġend ot +Ġbab ys +05 9 +che st +r ats +Ġr idden +Ġbeet les +Ġillum inating +Ġfict itious +ĠProv incial +Ġ7 68 +Ġshe pherd +ĠR ender +Ġ18 96 +C rew +Ġmold ed +ĠXia omi +ĠSp iral +Ġdel im +Ġorgan ising +Ġho ops +ĠBe i +z hen +Ġfuck in +Ġdec ad +Ġun biased +am my +sw ing +Ġsmugg led +Ġk ios +ĠP ERSON +ĠInquis itor +Ġsnow y +Ġscrap ing +ĠBurg ess +P tr +ag ame +R W +Ġdro id +ĠL ys +ĠCass andra +Jac ob +Ġ35 4 +Ġpast ure +Ġfr anc +ĠScot ch +ĠEnd s +ĠI GF +def inition +Ġhyster ical +ĠBrown e +77 1 +Ġmobil ization +æ ķ +iqu eness +Th or +Ġspear headed +Ġembro iled +Ġconject ure +jud icial +Ch oice +Ġpaper back +P ir +Ġrec overs +ĠSur ge +ĠSh ogun +ĠPed iatrics +ãģ ł +Ġsweep s +ĠLabor atories +ĠP acks +al us +add in +Ġhead lights +g ra +Ev idence +COL OR +Ad min +Ĭ ± +Ġconco ct +s ufficient +Ġun marked +Ġrich ness +Ġdiss ertation +Ġseason ing +Ġg ib +ĠM ages +un ctions +ĠN id +che at +ĠTM Z +c itizens +ĠCatholic ism +n b +Ġdisemb ark +ĠPROG RAM +a ques +Ty ler +Or g +ĠSl ay +ĠN ero +ĠTown send +IN TON +te le +Ġmes mer +9 01 +Ġfire ball +ev idence +aff iliated +ĠFrench man +ĠAugust a +0 21 +Ġs led +Ġre used +ĠImmun ity +Ġwrest le +assemb led +Mar ia +Ġgun shots +ĠBarb ie +Ġcannabin oids +ĠTo ast +ĠK inder +IR D +Ġre juven +Ġg ore +Ġrupt ure +Ġbre aching +ĠCart oon +Ġ4 55 +ĠPale o +6 14 +Ġspe ars +ĠAm es +ab us +Mad ison +GR OUP +Ġab orted +y ah +Ġfel on +Ġcaus ation +Ġprep aid +Ġp itted +op lan +ĠShel ley +ĠRus so +ĠP agan +Ġwill fully +ĠCan aver +und rum +ĠSal ary +ĠAr paio +read er +ĠR ational +ĠOver se +ĠCa uses +Ġ* . +Ġw ob +Ke ith +ĠCons ent +man ac +77 3 +6 23 +Ġfate ful +et imes +Ġspir ited +ĠD ys +Ġhe gemony +Ġboy cot +ĠEn rique +em outh +Ġtim elines +ĠSah ara +ĠRel ax +ĠQuin cy +ĠLess ons +ĠE QU +SE A +N K +ĠCost co +Incre ase +Ġmotiv ating +ĠCh ong +am aru +ĠDiv ide +Ġped igree +ĠTasman ia +ĠPrel ude +L as +9 40 +57 4 +Ġch au +ĠSp iegel +un ic +-- > +ĠPhil ips +ĠKaf ka +Ġuphe aval +Ġsent imental +Ġsa x +ĠAk ira +ser ial +Mat rix +Ġelect ing +Ġcomment er +ĠNeb ula +ple ts +ĠNad u +ĠAd ren +Ġen shr +ĠR AND +fin ancial +ĠCly de +uther ford +Ġsign age +Ġde line +Ġphosph ate +rovers ial +f ascist +ĠV all +ĠBeth lehem +Ġfor s +Ġeng lish +S olid +N ature +Ġv a +ĠGu ests +Ġtant al +Ġauto immune +;;;;;;;; ;;;; +ĠTot ally +ĠO v +Ġdef ences +ĠCoc onut +Ġtranqu il +Ġpl oy +Ġflav ours +ĠFl ask +ãĤ¨ ãĥ« +ĠWest on +ĠVol vo +8 70 +Ġmicro phones +ver bal +R PG +Ġi ii +; } +0 28 +Ġhead lined +Ġprim ed +Ġho ard +ĠSh ad +ĠEN TER +Ġtri angular +Ġcap it +l ik +ĠAn cients +Ġl ash +Ġconv ol +Ġcolon el +en emy +G ra +Ġpub s +ut ters +Ġassign s +ĠPen et +ĠMon strous +ĠBow en +il ver +H aunted +ĠD ing +start ed +pl in +Ġcontamin ants +ĠDO E +ff en +ĠTechn ician +R y +Ġrob bers +Ġhot line +ĠGuard iola +ĠKau fman +row er +ĠDres den +ĠAl pine +E lf +Ġf mt +ĠS ard +urs es +g pu +Un ix +Ġunequiv ocally +ĠCitizens hip +qu ad +m ire +ĠS weeney +B attery +6 15 +Ġpanc akes +Ġo ats +M aps +ĠCont rast +mbuds man +ĠE PS +Ġsub committee +Ġsour cing +Ġs izing +ĠBuff er +ĠMand atory +Ġmoder ates +ĠPattern s +ĠCh ocobo +ĠZ an +ĠSTAT ES +ĠJud ging +ĠIn her +* : +Ġb il +ĠY en +Ġexh ilar +oll ower +z ers +Ġsn ug +max imum +Ġdesp icable +ĠP ACK +ĠAn nex +Ġsarcast ic +Ġlate x +Ġt amp +ĠS ao +b ah +ĠRe verend +ĠChin atown +ĠA UT +d ocumented +ĠGA BA +ĠCan aan +ĠÙ ħ +Ġgovern s +pre v +E sc +ĠEst imates +OS P +Ġendeav our +ĠCl osing +omet ime +every one +Ġwor sen +Ġsc anners +Ġdev iations +ĠRobot ics +ĠCom pton +Ġsorce rer +Ġend ogenous +Ġem ulation +ĠPier cing +ĠA ph +ĠS ocket +Ġb ould +ĠO U +ĠBorder lands +Ġ18 63 +G ordon +ĠW TO +Ġrestrict s +Ġmosa ic +Ġmel odies +ç Ħ +T ar +Ġdis son +ĠProv ides +Ġ ...... +b ek +F IX +Ġbro om +ans hip +Do ctors +Ġner ds +ĠReg ions +na issance +Ġmet e +Ġcre pt +pl ings +Ġgirlfriend s +kn it +ig ent +ow e +Ġus hered +ĠB az +M obil +4 34 +ĠPres ents +orig in +Ġins omnia +ĠA ux +4 39 +ĠCh ili +irs ch +G AME +Ġgest ation +alg ia +rom ising +$ , +c row +ĠIn spection +at omic +Rel ations +J OHN +rom an +ĠClock work +ĠBak r +m one +M ET +Ġthirst y +Ġb c +Ġfacult ies +R um +Ġnu ance +ĠD arius +ple ting +fter s +etch up +Reg istration +ĠK E +R ah +Ġpref erential +ĠL ash +ĠH H +Val id +ĠN AV +Ġstar ve +ĠG ong +z ynski +ĠAct ress +Ġw ik +Ġun accompanied +lv l +Br ide +AD S +ĠCommand o +ĠVaugh n +Wal let +Ġho pping +ĠV ie +Ġcave ats +Ġal as +if led +ab use +66 1 +Ġib n +Ġg ul +Ġrob bing +t il +IL A +Ġmit igating +Ġapt ly +Ġty rant +Ġmid day +ĠGil more +ĠDe cker +Ġ§ § +part ial +Ex actly +Ġphen otype +Ġ[+ ] +ĠP lex +ĠI ps +vers ions +Ġe book +Ġch ic +g ross +":" "},{" +ĠSur prisingly +M organ +Ġresid ues +ĠConf ederation +in feld +Ġl yr +mod erate +Ġperpend icular +V K +Ġsynchron ized +Ġrefres hed +Ġad ore +ĠTor ment +ol ina +Ġ26 00 +Item Tracker +Ġp ies +ĠF AT +ĠR HP +0 48 +ĠRES P +ĠB J +all ows +P and +Ġunw elcome +ĠV oc +ĠBast ard +ĠO W +ĠL AR +ĠHeal er +Environment al +ĠKen yan +ĠTr ance +ĠP ats +Ġali ases +ĠGar field +Ġcampaign er +Ġadvance ments +ĠOkin awa +ĠC oh +ows ky +Ġstar ved +Ġsize able +Ġ: -) +Ġm RNA +Ġsusp ensions +ist ar +Scot land +Pr in +-------------------------------- ---------------- +Ġ50 2 +Ġteasp oons +Ġ10 50 +Ġcoerc ive +ĠMason ic +edd ed +ĠPass enger +Ġl att +Ġbr aces +ĠSt eal +ĠNY T +ĠK ats +ĠCel est +ae z +T u +ĠCoul ter +ðŁ ĺ +Fl ickr +ĠWil mington +ith s +++ ; +Ġv ending +Ġneg ro +ĠPh i +ĠYellow stone +Call back +Ġsh ampoo +ĠSh ades +w at +Ġsuper human +Ġridic uled +Ġhol iest +om bo +Ġintern s +Ġh one +ĠPar agu +UR I +Ġd angling +ãĤ » +so v +ict ional +av ailability +Ġrev ocation +Ġd ow +in ic +ĠTHE IR +Ġis o +Ġout ings +ĠLeth al +Ġ) )) +Ġinacc ur +Ġout landish +Ġan us +let ico +id on +l ol +Ġun regulated +Ġsuccumb ed +Ġc uff +ĠWast eland +let al +Ġsub str +Ġcoff ers +Ġautom akers +ov i +ĠX ue +ĠDayton a +Ġjar ring +Ġf umes +Ġdisband ed +z ik +itt on +Ġstriking ly +Ġsp ores +Ad apter +.) : +ĠLynd on +ival ry +Ġor ally +Ġtumult uous +Ġdisple asure +Ġcon es +or rect +Ġappe ase +Ġder by +ĠTrip oli +ĠAl ess +Ġp oked +ĠGu ilty +v P +En ough +Ġorig inals +6 99 +Ġrabb i +Ġproverb ial +Ġpostp one +el ope +ĠMist y +Ġstaff ed +ĠUn employment +redit ary +Ġdilig ent +re comm +me asures +as in +8 25 +Ġpond s +Ġmm ol +ĠS AR +ĠC ARE +Ġ3 71 +Ġclen ched +ĠCors air +Ġcaric ature +z n +att ach +ĠSch ro +spe ak +p ainted +ĠS uc +ĠE NT +Ġcell ul +ĠP aid +di agn +WH ERE +Ġtext ed +B arn +Ġret racted +ĠRe ferred +S av +Ġup keep +Ġwork places +ĠTok ens +Ġampl ify +cl inical +Ġmult ic +mber g +Ġconvol uted +Reg ion +5 65 +ĠTop ic +Ġsn ail +Ġsal ine +Ġins urrection +ĠPet r +f orts +B AT +ĠNav ajo +Ġrud imentary +ĠLak sh +OND ON +Me asure +Ġtransform er +ĠGodd ard +Ġcoinc ides +ir in +R ex +ĠB ok +qu it +Ġshotgun s +Ġprolet arian +Ġsc orp +ĠAd a +5 14 +Ġsl ander +record ed +Ġemb ell +ris ome +Ġapolog izing +ĠMul cair +ĠGib raltar +Cl a +Ġall ot +ĠAtt ention +Ġ4 33 +le ave +Ġwh ine +ĠIss a +ĠFa ust +ĠBar ron +hen y +Ġvictim ized +J ews +Ġnurt uring +ett el +W inged +ĠSub tle +Ġflavor ful +ĠRep s +eng ed +call back +Ġdirection al +Ġcl asp +ĠDirect ions +plan et +icult ure +Hel per +ic ion +ac ia +Ġç ¥ŀ +Ġsur ges +Ġcan oe +ĠPrem iership +be en +Ġdef ied +ĠTro oper +Ġtrip od +Ġgas p +ĠE uph +ĠAd s +vern ight +high ly +R ole +Ġent angled +ĠZe it +6 18 +ĠRust y +Ġhaven s +ĠVaugh an +HA EL +ĠSER VICE +/ , +Ġstr icken +Ġdel usions +Ġb is +ĠH af +Ġgrat ification +Ġent icing +UN CH +Ad ams +ĠOL ED +ĠBeet le +Ġ18 99 +ĠSO FTWARE +ateg or +V L +ĠTot em +ĠG ators +AT URES +Ġimped ance +Reg istered +ĠC ary +ĠAer ial +on ne +en ium +Ġd red +ĠBe g +Ġconcurrent ly +Ġsuper power +ĠX an +j ew +imes ter +ĠDick inson +âĶ ģ +F la +Ġp ree +ĠRoll ins +© ¶æ +Ġden omination +ĠL ana +5 16 +Ġinc iting +sc ribed +j uries +ĠWond ers +app roximately +Ġsusp ending +Ġmountain ous +ĠL augh +oid al +N s +Det ect +) = +ĠL uthor +ĠSchwarz enegger +ĠMull er +ĠDev i +ec ycle +J ar +6 13 +ĠL ongh +B ah +ĠSP ORTS +n w +Ġref inement +Ġwater ways +Ġd iner +Bl ade +68 3 +F ac +Ġinitial s +Ġro g +Ġparan ormal +B UT +Ġ[ ( +ĠSw anson +ĠM esh +âĸ ¬ +Impro ve +ĠRad iation +ĠEst her +ĠE sk +ĠA ly +ik y +Ġir rad +ĠBuck ingham +Ġref ill +Ġ. _ +Re pe +CON CLUS +Ġdifferent iated +Ġchi rop +ĠAt kins +Pat tern +Ġexc ise +Ġcab al +N SA +ĠST A +ĠS IL +ĠPar aly +Ġr ye +ĠHow ell +ĠCount down +ness es +alys ed +Ġres ize +ãĤ ½ +Ġbudget ary +ĠStr as +w ang +Ġap iece +Ġprecinct s +Ġpe ach +Ġsky line +Ġ35 3 +pop ular +App earances +ĠMechan ics +ĠDev Online +S ullivan +Z en +Ġp u +op olis +5 44 +Ġde form +Ġcounter act +ĠL ange +Ġ4 17 +Con sole +77 4 +Ġnodd ing +Ġpopul ism +Ġhe p +Ġcoun selling +compl iance +U FF +Ġunden iably +Ġrail ing +ĠHor owitz +ĠSim one +ĠBung ie +Ġa k +ĠTal ks +x ff +fl ake +Cr ash +Ġsweat y +Ġban quet +ĠOFF IC +Ġinvent ive +Ġastron omer +ĠStam ford +ĠSc are +ĠGRE EN +olic ited +Ġr usher +Ġcent rist +ight ing +Ġsub class +Ġdis av +Ġdef und +ĠN anto +oci ate +m ast +Ġpac if +Ġm end +e ers +imm igration +ESS ION +Ġnumber ing +Ġlaugh able +ĠEnd ed +v iation +em ark +P itt +Ġmetic ulous +ĠL F +Ġcongrat ulated +ĠBir ch +Ġsway ed +Ġsemif inals +Ġhum ankind +m atter +ĠEqu ip +opa usal +S aid +ĠLay out +Ġvo icing +Ġth ug +Ġporn ographic +I PS +Ġmo aning +Ġgriev ance +Ġconf essions +esc al +TEXT URE +Aut hent +os aurus +P urchase +Ġreleg ation +al ter +ĠÂł Âł +Ġr iddled +Ġo gre +ĠLow ell +Occ up +E at +ĠHy der +ĠAdvis er +Com merce +H unt +ĠOr th +ĠComp etitive +ĠCL A +CD C +Ġsal ads +F le +Ġindustrial ized +` , +ĠO WN +Ġbec k +ĠPart icularly +oub t +Ġm M +ĠHuss ain +ĠChen nai +Ġ9 20 +Ġappoint ing +ĠCull en +,,,, ,,,, +Ġp ores +ver ified +Ġbi ochemical +em ate +Ġcoward ly +ĠHels inki +ĠEthiop ian +S OURCE +ER C +est ro +Ġbi otech +ĠS our +Ġbrew er +Bloom berg +Ġintens ify +Gl ass +an co +ĠF DR +gre SQL +ĠF ires +©¶æ ¥µ +ec o +100 1 +ĠHom eless +Ġinstant aneous +ĠH aste +ig el +D iamond +Ġp aving +Ġland fill +Ġd ads +h oun +: ] +Ġinc endiary +ĠLiving ston +ĠHil bert +ĠChe cks +st yles +in ators +ĠCl ive +ph rine +Ġchimpan zees +Ġp all +ĠJ M +ĠAad haar +ð Ŀ +Ġachie vable +dis abled +P ET +OOOO OOOO +M ot +Ġint angible +Ġbal let +ĠWe bs +ĠEst imated +Effect s +Ġb ailed +Josh ua +Ġturb ulence +Ġoccup ant +ĠDay light +Ġ36 1 +me et +Ġstat ically +Ġon look +Ġk i +il legal +Ġvel vet +Ġdehyd ration +Ġacqu ies +ĠRe z +ak ura +ĠU pton +at ro +Ġincomp rehensible +Ġback door +ĠRh ino +7 27 +Ġmath s +) + +Ġhe resy +Ġd f +ĠRoc he +ĠL ydia +Ġpanc reat +re ply +arre ll +Ġsolicit ation +Ġcirc adian +BI P +Ġfor ay +Ġcrypt ic +iz u +ime o +ĠTom ato +ĠH oms +ex amination +Ġqu arry +ĠVal iant +ĠJer icho +ĠIN CLUD +Ġ18 40 +5 19 +Ġres ists +Ġsnap shots +ĠSp ur +ĠAnt iqu +Log in +Ġbest selling +Ġant ic +ĠS utherland +ãĤ¢ ãĥ« +Ġ~ / +ĠP arm +è ĥ +P ages +int ensity +Ġimm obil +Ġ18 65 +zz o +Ġn ifty +Ġf entanyl +ĠPres ervation +op hen +Ġd arts +ĠD inosaur +po inters +ĠR ite +s uggest +aware ness +ĠSher idan +Ġst ances +Ġsor cery +Ġper jury +ĠNik ola +ie ver +Ġf iance +ĠJordan ian +ĠBall oon +Ġn ab +Ġk b +Ġhuman ities +ĠTan aka +hill ary +Ġconsult ancy +ĠZ ub +Ġrem ission +Ġconf id +CH Q +ĠF ug +Ġimpro vis +Y ep +/ _ +Ġunwilling ness +Ġport folios +05 5 +ĠInstruct or +aim an +Ġclaim ants +M bps +ĠBy e +re ceived +T weet +Ġind emn +ri z +am ara +N at +Ġeval uates +ĠL ur +ep ad +FO X +ĠTh ro +Ġrust y +Ġbed rock +ĠOp rah +J B +Ġmanip ulative +Ġwill ful +Ġrel apse +Ġext ant +The me +S ensor +ĠSt ability +go vern +Ġpo ppy +Ġkn ack +Ġins ulated +ĠT ile +ĠExt rem +Ġunt old +Ġconver ge +Ġref uel +ig roup +Ġdistort ions +Ġrav aged +Ġmechan ically +ĠRe illy +ĠN ose +ĠIncarn ation +ĠBeck y +abb ling +Ġt aco +Ġr ake +Ġmelanch oly +Ġillust rious +ĠDart mouth +Gu ide +ĠR azer +ĠBen z +Ult imate +ĠSur prise +Ġpage ant +off er +Who ever +Ġw iser +Ġchem ist +ĠHE LL +ĠBul k +Ġpl utonium +ĠCO VER +Ö ¼ +f ailed +Ġtire lessly +Ġinf ertility +ĠTr ident +ĠShow time +ĠC iv +V ice +requ ires +itt ance +Ġun controlled +interest ing +56 1 +Ġinnov ate +ateg ic +L ie +ĠS elling +U l +Ġsav ior +ĠT osh +Ġsw ast +P ASS +Ġr ink +Ġcard io +ĠI ro +ud i +Ġv antage +Ġv ans +ĠNi ño ++ = +Ġpropag ate +< ? +Ġmethod ological +204 39 +Ġtrig lycer +Ġing rained +ĠAn notations +arr anted +6 17 +ĠS odium +ĠA AC +techn ical +mult ipl +Ġ3 73 +å ĭ +Ġdec isively +Ġboost ers +Ġdessert s +ĠGren ade +Ġtest ifying +ĠSc ully +ID s +Ġlock down +ĠSc her +ĠR é +ĠWhit man +ĠRams ay +rem ote +Ġh ikers +ĠHy undai +Ġcons cientious +Ġcler ics +ĠSiber ian +ut i +is bury +Ġrel ayed +Ġqu artz +ĠC BI +seek ers +ull a +Ġweld ing +ĠSh al +ble acher +T ai +ĠSam son +Ġt umble +ĠInvest or +Ġsub contract +ĠShin ra +ow icz +j andro +d ad +Ġtermin ating +ĠNe ural +ä» £ +Ġleak age +ĠMid lands +ĠCaucas us +í ķ +c it +ll an +iv ably +ĠAlb ion +Ġ4 57 +Ġregist rations +Ġcomr ade +Ġclip board +0 47 +Ġdiscour aging +ĠO ops +Ad apt +Ġem path +n v +ĠPR OT +ĠDon n +ĠP ax +ĠB ayer +t is +Squ are +Ġfoot prints +part icip +ĠChile an +B rend +ind ucing +M agn +Ġclub house +ĠMagn um +Ġenc amp +ĠEth nic +uch a +ere y +Ġw atered +ĠCal ais +Ġcomplex ion +Ġsect s +Ġren ters +Ġbr as +oÄŁ an +Time out +Man agement +Ġinf ographic +P okemon +Cl ar +Ġloc ality +Ġfl ora +as el +P ont +Ġpop ulate +ĠO ng +Ġsubs istence +Ġa uctions +ĠMcA uliffe +ĠL OOK +br inger +Ġtit an +Ġmanif old +ĠâĹ ı +Ġcalibr ated +Ġcal iphate +ĠSH E +ĠCommission ers +ce ivable +j c +W inner +5 24 +Ġcond one +Other wise +Ġp iling +Ġem body +ĠCrime an +ut ics +ĠEx hibition +Ġ4 26 +e ering +Ġv ying +ĠH UGE +* =- +Ġprin cipled +à ¦ +Ġquir ks +ĠEdit ors +put ing +G ES +ĠF TA +ठ¾ +add on +ĠH AM +ĠFrie za +W oman +. $ +Ġc rib +ĠHer od +Ġtim ers +ĠSp aces +ĠMac intosh +at aka +Ġgl ide +Ġsmell ing +ĠB AL +Ġun su +Ġcond os +Ġbicy cl +ĠRev ival +55 3 +Ġjugg ling +H ug +ĠKardash ian +ĠBalk ans +mult iple +Ġnutrit ious +oc ry +19 00 +Ġinteg rates +Ġad joining +ĠF older +roll ment +ven ient +Ġu ber +y i +Ġwh iff +ĠJu ven +ĠB orough +net te +Ġb ilingual +ĠSp arks +ph thal +man ufact +Ġt outing +ĠPH I +Ke efe +Rew ard +Ġinf all +ĠTem per +typ ically +ĠNik ol +Ġregular s +Ġpseud onym +Ġexhib itions +Ġbl aster +Ġ40 9 +w arming +Ġrever ber +Ġrecip rocal +Ġ6 70 +ip ient +b ett +ĠBe gins +Ġit ching +ĠPh ar +Ass uming +Ġem itting +ĠML G +Ġbirth place +Ġt aunt +ĠL uffy +ĠAm it +Ġcir cled +ĠN ost +enn ett +Ġde forestation +ĠHist orically +ĠEvery day +Ġovert ake +79 2 +Ġn un +ĠLuc ia +Ġaccompan ies +ĠSe eking +ĠTr ash +an ism +R ogue +Ġnorth western +ĠSupplement al +ĠNY U +ĠF RI +ĠSat isf +x es +5 17 +Ġreass ured +Ġspor adic +Ġ7 01 +Ġmed ial +Ġcannabin oid +Ġbarbar ic +Ġep is +ĠExplos ive +ĠD ough +Ġuns olved +Support ed +Ġacknowled gment +sp awn +Ġkit chens +Ġ- = +talk ing +ic ist +ĠPeg asus +ĠPS U +Ġphot on +ĠAuthent ication +R G +@# & +76 2 +ĠCl air +Ġdi aper +Ġbr ist +ĠProsecut ors +ĠJ em +6 28 +ĠEvery where +ĠJean ne +equ ality +ãĥ© ãĥ³ +object s +ĠPel icans +Ġ39 2 +Ġbl u +b ys +ĠA go +Ġinstruction al +Ġdiscrim inating +ĠTR AN +ĠCorn el +ag os +Ġty re +Ġas piration +ĠBrid gewater +": - +! ". +ĠEn s +ĠCoc o +P ie +Ġdet ach +ĠC ouch +Ġphys ique +ĠOccup ations +osc opic +en ough +B uzz +App earance +Y P +Ġrac er +Ġcompl icity +r pm +T oy +Ġinterrupt s +ĠCat alyst +Ġut ilitarian +imp act +Ġsp aghetti +Ġp orous +Ġeste emed +Ġinc iner +ĠI OC +7 48 +Ġesp resso +ĠSm ile +abil ia +6 35 +Ġmathematic ian +Ġ4 24 +ĠK L +ĠH IP +Ġover heard +ĠT ud +ĠT ec +Ġqu izz +Ġfl attering +Ġcon n +âĢ İ +Ġatt aches +ĠR OS +ĠAC S +Ġt cp +ĠSh ame +sk ip +res pected +ĠTrin idad +gr ain +Ġfooth old +ĠUnch arted +ĠJul io +z l +av ored +ĠAn xiety +er rors +ĠCent auri +its ch +D addy +Ġclutch ing +ĠIm plement +ĠGut ierrez +Ġ7 60 +Ġtele portation +end ra +Ġrevers ible +st ros +Ad venture +08 3 +Ġliber ating +Ġas phalt +ĠSp end +AR DS +im sy +PR ES +ĠEmer ging +Ġwild fires +Ġtechn ologically +Ġem its +ĠART ICLE +Ġirregular ities +Ġcher ish +çī Ī +Ġst ink +ĠR ost +Econom ic +Ġcough ing +ĠMcC ann +pro perties +ilant ro +Ġreneg oti +Trans lation +Ġin quest +ĠGra pe +oot ers +gu i +ĠSwords man +ace ae +h itting +Ġr c +Ġexert ed +ĠS AP +it ent +Ġperil ous +Ġobsc urity +Ġassass inate +Ġab original +Ġresc uing +ĠSh attered +lock ing +all ion +Ch anging +ĠHar rington +ĠB ord +ĠAfgh ans +Jam ie +aret z +ĠAugust us +Ġ38 6 +8 30 +Ġj og +ok ingly +Tr igger +ĠH OR +Stat istics +Ġviewers hip +Ġadd itives +h ur +Ġmaxim izing +ĠR ove +ĠLou ie +ĠBuck et +ĠCHR IST +ou sel +Ġstre aks +ir ted +Ġt ert +Ġcolonial ism +Ġbur ying +y k +Cond ition +ĠDPR K +By Id +75 1 +âĹ ¼ +Ġwor risome +Ġvoc ational +sl ice +Ġsa ils +ĠCorrection al +95 4 +Ġt ul +K id +l uster +Ġfam ilial +ĠSp it +ĠEp iscopal +Specific ally +ĠVol cano +run s +q s +Ġve tted +Ġcram med +t rop +here r +Thank fully +Ġper cussion +Ġor anges +Ġround up +Ġ4 99 +x ious +Char acters +ĠZion ism +ĠR ao +ÃĽ ÃĽ +W F +Ġunintention al +ONE Y +Gr ab +Com mercial +Ġglut amate +ĠMcK enna +ru ciating +ning ton +ih u +Ch an +ĠSw ap +Ġleaf lets +Ġfunction ally +er ous +F arm +Ġcal oric +ĠLiter ally +con cert +Ġshe nan +Ġrep aid +ey es +Ġbas hing +ĠG orge +Ġcollabor ations +Ġun account +itch ie +Ġteam work +pp elin +Ġpip ing +Ġmin ced +Ġd iam +ri eg +Ġmasc ara +Ġsuck er +ĠMo ons +App s +ĠPe ck +Ġper v +ĠFl oat +o ley +ĠN ish +im ize +Ġarom atic +u in +end ish +! / +ĠB icycle +ĠAS IC +ile ged +ĠQuad ro +ios yn +Ġlock out +ĠW ink +SP EC +Attempt s +Ġseed ed +red o +ias is +Ġsn ag +ãĥķ ãĤ© +ãĤ ¶ +Ġground ing +Ġrelie ver +Ġfrivol ous +ĠG ifts +ĠF aces +Es pecially +Ġmicrobi ome +im ag +ĠSch l +ĠP les +ĠBle ach +ĠIr win +ĠE aton +ĠDisc iple +Ġmultipl ication +Ġcoer ced +Ġ4 19 +st h +E vil +B omb +Ġex orc +Ġstag gered +L ESS +Ġinert ia +ĠED IT +Ġgo b +Tr aditional +Ġclass y +Lear y +ĠP AGE +yr s +Ġtrans porter +Ġmat ured +Ġhij ab +Ġbi ome +Where as +Ġex termination +ĠT ues +ĠT akeru +ĠAud rey +er ial +ĠAd en +aff les +Ġnarciss istic +ĠB aird +UT F +I re +ĠCon nie +Ch amp +Ġwhis pering +ĠH att +D K +Ġdis infect +Ġdeduct ed +Ġpart ake +Ġdown grade +ĠEs ports +ĠContin uing +Ġdemocr atically +icro bial +itt a +Ġlim estone +Ġexempt ed +ĠFren zy +H erm +7 28 +Ġfled gling +Met a +765 61 +69 3 +% : +w ake +5 26 +ĠDis cipline +Ġvirgin ity +ĠLeg ions +ĠFrank ie +int ent +Ġrest rooms +ĠRou ter +da q +Ġobjection able +âĨ ij +w ark +ĠRah ul +g ain +activ ation +abs olute +ĠAccess ed +Ġ24 00 +ogg les +Ġsecond ly +ĠDEF ENSE +Ġpost age +wra pper +sh arp +7 29 +Ġcommun icates +Ġadd on +ĠMil itia +H ong +Ġsl umped +ĠJP EG +ĠI car +ad ish +68 1 +Ġmaj esty +ĠWolf gang +ĠEl astic +u per +Ġv iz +Ġunconscious ly +ĠST D +ĠS ass +Ġflower ing +ĠHel ic +ĠDra per +ĠAm ateur +Ġman ure +Ġdis ingen +ĠLe i +br ing +9 49 +Ġinhib ited +Ġhead quartered +Ġen igmatic +�� � +Ġred ress +R H +Ġratt led +Ġd iction +l io +ĠT BA +ĠSN AP +C alling +Ġfasc ists +ĠD ove +iew icz +0 36 +Ġco asts +ĠR ect +Ġ) ] +L ot +6 29 +ĠS EM +ĠPeters en +ĠExpl ain +ĠBo ards +ĠBe zos +ĠJ ournals +Ġ20 24 +p arser +Ġmist rust +Ġgr ate +ĠL ocked +bo a +S aint +g aming +Ġvow el +in ately +bl ow +All ah +Ġun matched +Ġb ordering +ĠExp end +n r +Or acle +rou ch +Ġcont iguous +ac us +Ġdist raught +58 1 +Ġanat omical +O X +ap ixel +8 33 +ĠPL US +Ġres usc +Ġab iding +57 3 +Ġvac ancies +Em ily +Ġhyp othal +ĠWer ner +ĠWe e +ĠDJ s +5 13 +Ġwitch craft +Ġac upuncture +ent ary +benef it +Product s +ĠP SP +ĠMP G +ĠJ inn +ĠJ arrett +Ġ4 45 +ĠIm aging +ĠP yth +Fin ish +Ġte x +Ġjuven iles +Ġhero ism +Ġdoubt less +ĠA ki +ĠT end +ĠPatri arch +Ġbit ters +ĠTele communications +it atively +ag na +Ġr g +ĠS OLD +Ġcomp ulsion +ĠN asa +ĠKath ryn +Ġmillion aires +Ġintrins ically +Ġbolst ered +time out +fl o +Ġtut or +p our +Stat ement +Ġ{ * +ĠRud olph +ĠKimber ly +rog ens +adi q +] + +Ġindign ation +Ġfract uring +ĠRe leases +ĠGr ain +pro tein +L ago +Ġvac ations +Ġboot ed +ĠTH REE +ĠH G +oresc ence +Ġt f +Ġso ar +iosyn cr +Ġgl ances +ĠSp oon +ĠJ ury +ĠCow boy +Ġcreat ively +Hig her +Ġsolic itor +Ġhaw k +ac io +89 6 +Ġsuperf lu +Ġbombs hell +ct ure +Ġbroker age +Ġraid ing +Ġf rench +Ġang led +Trans action +ĠGen ocide +u pe +ĠHait ian +57 2 +! : +Ġunwitting ly +iter ator +sc roll +Ġtall ied +Ġbi omedical +ĠC ARD +Ġe uphem +Ġbrain storm +a quin +K o +Mic helle +ĠR unes +ĠBall istic +ud ers +Ġmod esty +ĠiP ads +ĠEzek iel +Y E +Ġstars hip +Ġpower fully +Ġper l +ĠSh ade +ĠQu art +ĠE EG +Ġfisher man +OS ED +ĠTyp ical +df x +Ġmes hes +Ġet ched +worth iness +Ġtopp led +Ġ3 96 +or ius +We iss +Ġmy sql +ĠVal halla +Ù Ĵ +le asing +Ġrec omp +rap nel +S el +04 3 +Ġder ailed +ĠGu ides +IR T +Ġde human +ĠBritt any +" )) +Ġex claim +Ġb alk +Ġ8 40 +CLA IM +int el +L AB +Ġpe gged +Ġast roph +sm oking +Ġrig ging +Ġfix ation +Ġcat apult +ins ide +ĠC ascade +ĠBolshe vik +G aza +Dep th +Ġloud spe +Ġalmond s +me yer +l eness +j en +f resh +Ġunbeat en +ĠSqu id +ĠPres umably +Tim er +B W +Ġro sters +Ġell ipt +ĠHar riet +dat abase +ĠMut ual +ĠComm odore +uk ed +kn ife +ĠCOMM UN +h ya +Ġmel ts +arch ives +Ġrat ification +Ġmultip lying +Ġinter oper +Ġasc ert +w ings +ver ting +ĠScorp ion +ay e +ĠPorts mouth +ĠM TA +n it +iaz ep +Ġqu arantine +Ġslides how +Ġcent imeters +Ġsyn opsis +Ġsp ate +th irst +Ġnom inating +ĠMel vin +Pre view +Ġthro b +Ġgener ational +ĠRad ius +rest ling +put able +aw ar +N ECT +Ġunlaw fully +ĠRevel ations +Wik ipedia +sur v +Ġeye ing +ij n +ĠF W +Ġbr unt +Ġinter stellar +Ġcl itor +ĠCroat ian +ĠCh ic +ev a +ĠDis app +ĠA kin +iner ies +d ust +Interest ed +Ġgen esis +ĠE ucl +ö n +p icking +Ġmut ated +Ġdisappro ve +ĠHD L +Ġ6 25 +Ì ¶ +c ancer +Ġsqu ats +Ġle vers +Disc uss += ] +D ex +ĠVIDE OS +A UD +Ġtrans act +ĠKin ect +ĠK uala +ĠC yp +7 47 +Ġsh attering +Ġarsen ic +ĠInt ake +ĠAngel o +ĠQu it +ĠK he +Ġ18 93 +M aker +0 29 +ĠPain ting +Dis able +9 16 +Ġanal ges +Ġtact ile +Ġprop hes +Ġd iced +ĠTravel s +ĠHe ader +ĠClub s +Ass istant +Ġinc rim +Ġd ips +Ġcruc ifix +ĠShan ahan +ĠInter pret +Ġ40 90 +al ogy +abb a +Ġsimul ac +hus band +S IM +Ġrecy cle +uc er +ed ged +Ġre naissance +ĠBomb ay +Cath olic +ĠL INE +ĠCl othing +re ports +Ġpl aus +Ġd ag +ĠM ace +Z I +Ġintr uder +ĠVeter inary +g ru +Ġsne aky +ĠS ie +ĠC innamon +P OSE +Ġcou rier +ĠC NS +Ġemanc ipation +s it +Ġplay through +ĠFac ilities +v irt +ĠG auntlet +Thom pson +Ġunbeliev ably +Param eters +Ġst itching +ign e +ĠTH ESE +Priv acy +Ġshenan igans +Ġvit ri +ĠVal id +59 1 +Ń · +ĠProt otype +ink a +SC P +ĠT id +è Ī +old ed +Ġindividual ity +Ġbark ing +Ġm ars +ĠW D +Ġ8 20 +Ġt ir +Ġsl apping +Ġdisgr untled +ĠAng ola +ri us +ĠTorn ado +ĠTh urs +Ġcapt cha +Ġang st +ĠP og +ĠAssass ins +ĠAd idas +Ġjoy ful +Ġwh ining +Emer gency +Ġphosph orus +Ġatt rition +oph on +ĠTimber wolves +ĠJ ah +ĠBr inging +ĠW ad +ĠEn sure +oh l +ĠX ie +omm el +c mp +Ġz ipper +Ġrel at +ĠCor ridor +m ilo +T ING +Av g +Ġcro pped +] } +Ġr aged +ĠLump ur +ĠGuer rero +our ke +N ut +Ġoff sets +og lu +dr m +Ġmort als +lat able +Ġdismiss ive +ä¸ ī +Ġthro ats +Ġchips et +ĠSpot light +Catal og +art ist +G b +Ġch illy +Ġst oked +Ġ3 74 +W ard +L atin +Ġf iasco +Ġble ach +Ġb rav +Enh anced +Ġin oc +ĠFior ina +_ > +Ġle ukemia +Ġel uc +Ġannoun cer +ĠLith uan +ĠArm ageddon +å ĩ +Len in +ĠR uk +Ġpe pp +ĠRom antic +ĠP IT +ĠInter stellar +ĠAt kinson +R aid +J s +Go al +C ourse +Ġvan ishing +es ley +ĠR ounds +Els a +59 3 +Ġredund ancy +ĠST AND +Ġprop hetic +Ġhabit able +ry u +Ġfaint ly +M ODE +Ġfl anked +IR C +Aw esome +Ġsp urious +ĠZ ah +ĠMS G +Ġsh ading +Ġmotiv ational +ĠSant ana +ĠS PR +Ġexc ruciating +om ial +ĠM iko +ĠLe opard +A byss +Ġ[ | +d irty +Ġbath s +Ġdem oral +and re +P B +Ġun ification +Ġsac rament +Ġ[ & +Ġpric eless +Ġgel atin +Ġeman ating +ĠAll aah +98 6 +Ġout burst +Ġer as +ĠX VI +ĠSP I +O tt +ĠLaz arus +PL IED +F lying +blog s +W isconsin +R aven +Ġreb ate +Ġcreep s +ĠSp an +ĠPain ter +ĠKir a +ĠAm os +ĠCor vette +Cons umer +ĠRec over +ck i +Ġpes ky +ĠIn vention +Compan ies +Ġchalleng ers +ad emic +ĠUkrain ians +ĠNeuro log +ĠFors aken +Ġent rants +Ġemb attled +Ġdef unct +ĠGlac ier +Ġpo isons +ĠH orses +m akes +ĠD irt +Ġ4 23 +hh h +ĠTrans formation +QUI RE +................ .. +Ġtrave ller +ĠSe xy +ĠK ern +ip olar +Ġransom ware +oooooooo oooooooo +E c +rub y +Prof essional +ĠOut break +arg ument +G rey +ĠFif a +ĠCH O +ĠFOR M +ĠAm trak +- [ +Ġcr adle +Ġantioxid ants +ãģ®å ® +7 36 +ĠNAS L +ĠContribut ions +Ind iana +ĠST EP +C SS +Ġsal ient +Ġall ocations +yr ights +Ġm ashed +ĠCut ter +Sex ual +Ġp ounded +Ġfan base +Ġc asc +ĠTrans parency +Ġanaly tic +ĠSummon er +× ŀ +ĠAD C +det ail +Ġvan quished +Ġcr abs +ar ie +Dest roy +ĠS ack +Ġtrans istor +Al abama +ĠK oen +ĠFisher ies +c one +Ġannex ed +ĠM GM +es a +Ġf aked +ĠCong ratulations +Ġhind ered +Ġcorrection al +ĠI TV +lee ve +Ġin appropriately +lic ks +Ġtresp ass +Ġp aws +Ġnegoti ator +ĠChrist ensen +lim its +ĠDian ne +Ġeleg ance +ĠContract s +an ke +Ob j +Ġvigil ance +Ġcast les +ĠN AD +ĠHol o +Ġemph atically +ĠTit us +ĠServ ing +ĠRich ie +ĠP igs +5 68 +Ġanim osity +ĠAtt ributes +ĠU riel +M Q +my ra +ĠApplic ant +Ġpsychiat rists +ĠV ij +ĠAb by +ag ree +P ush +Ġk Wh +hib a +Ġinc ite +ĠWe asley +ĠTax i +minist ic +hy per +ĠF arn +Ġ6 01 +ĠNation wide +F ake +95 2 +Ġma ize +Ġinteract ed +Ġtransition ed +Ġparas itic +Ġharm onic +Ġdec aying +Ġbas eless +ns ics +Ġtrans pired +Ġabund antly +ĠFore nsic +Ġtread mill +ĠJ av +ab and +Ġssh d +Ġfront man +ĠJak arta +oll er +dro ps +ĠSERV ICES +rompt u +oph ical +h ospital +bled on +6 45 +Ġmid range +ĠEV ENT +cul ated +raw led +Ġper ched +Ġover board +ĠPe el +ĠP wr +ĠCar th +ĠCOM PLE +co e +sh all +Ġdeter rence +M ETHOD +ĠAbs ent +M EN +Ġs ill +ĠLE VEL +Y ork +Ġsin ners +ĠOP EC +ĠN ur +ĠDesign s +se lection +Ġunw orthy +CH A +Ġstreng thens +88 3 +ed ly +Ġslic ing +Ġmal nutrition +Ġfilm making +ĠPol k +ur ated +Ġ4 21 +bre akers +!' " +Ġwet lands +ĠDisc rimination +Ġallow able +Ġste ered +ĠSic ily +S AM +Ġmust ache +Ġm ids +Ġcl ipped +Ġcirc ulate +Ġbr ittle +ĠBuild ings +ra ised +ĠRound up +Ġwealth ier +Ġoverw rite +Ġover powered +ĠGerr ard +s ites +PD ATED +Ġacute ly +ĠGam ble +Ġp im +ĠK us +Typ ically +De ploy +ĠMoroc can +p otion +com be +Ġvigil ante +Ġ36 3 +St ew +ĠB agg +Ġres ided +ĠSp o +Ġrem nant +Ġempt iness +br ainer +Ġout patient +pri ority +Ġle ptin +ĠPay ton +ĠGle aming +ĠS hed +ĠPol o +ĠMormon ism +rest ricted +arl ane +w x +Ġcreat ine +ĠAn on +ĠST UD +ĠJ UL +ĠT ee +5 28 +08 9 +Ġhat ched +Dis patch +ĠCompos ite +Ġ45 1 +p uff +ĠX COM +ĠOr n +ĠTH ANK +END ED +ĠAshe ville +Ġà ľ +Ġman go +ĠS lightly +world ly +ĠW ander +ĠExp and +ĠCh r +M ist +Ġorthodox y +ĠUN ESCO +reg ate +Else where +k ie +ir led +Ġtopp le +Ġadopt ive +ĠLeg s +d ress +ĠS agan +b are +ĠGl ou +Cr unch +Ġhelp ers +Ġchron ically +ĠH uma +1 0000 +Ġaccommod ating +äº Ķ +Ġwrink les +Ġdod ged +four th +Ġpre con +Ġcompress or +ĠK are +Ġev ict +ĠWar wick +im ar +Ġmodern ization +Ġband wagon +Ġref uted +Ġnet ted +ĠNa ples +ĠGen ie +per ors +Ġfield ed +Ġde re +ĠPar ables +le es +Ġtr out +asp ers +Ġn ihil +Ġhapp iest +Ġflo ppy +ĠLo ft +ĠHe ard +Ġun ison +Ġl ug +ĠRed mond +class ic +Supp orters +SH IP +G MT +Ġfue lled +ç IJ +Ġd d +ĠEmin em +Ġ18 97 +NY SE +Ġsecret aries +ĠF IA +ĠCanaver al +F avorite +Ġp omp +Ġdetain ee +ers hip +aim on +i our +ĠA pex +Ġplant ations +am ia +ac ion +R ust +Ġtow ed +ĠTru ly +5 77 +Ġshel tered +r ider +W o +Ġl air +ĠInt elligent +impro ve +m atically +Ġet iquette +ad ra +all o +ĠJun o +any thing +ĠStru ggle +ĠPred ict +ĠGr imes +ĠAMER ICA +ct x +ĠSit uation +W OOD +Ġsol uble +me ier +Ġintoler able +ang ering +Ġun interrupted +Ġtool tip +Ġinterrog ated +Ġgun ned +ĠSne ak +æŃ ¦ +Ġt ether +Ġcr umble +L ens +Ġclust ered +ĠSy l +ĠHas an +Ġdystop ian +w ana +Ġjoy stick +ĠTh ib +amm u +Tom orrow +5 46 +Ġoverc ame +Ġminim ized +cept or +Run ner +ENG TH +ĠBrend a +ĠAchieve ments +Ġtor ches +Ġrapp ort +ĠInvestig ator +ĠHand ling +rel ation +g rey +8 15 +Ġk cal +ĠComm ands +d q +Ġcur ls +Ġbe arer +Ġcyn icism +it ri +ĠUse ful +B ee +D CS +Ġab ras +P ract +BIL ITIES +7 12 +Ġdebug ger +Ġdebt or +ĠL ia +ĠK ers +Ġexacerb ate +ĠSt acy +ĠB land +ĠSc enes +Ġbranch ing +âĸĪâĸĪâĸĪâĸĪ âĸĪâĸĪâĸĪâĸĪ +ape ake +Ġs alsa +Ġmish and +ĠKon ami +ĠN ib +Ġanecd ote +Ġagree able +Ï ī +ĠNath aniel +ĠHe isman +ĠB eware +Ġ18 86 +spect ive +69 1 +5 22 +Ġinhib its +Ġhas hing +Ġ18 89 +å° Ĩ +v ich +P ure +Ġsolid ly +Ġaspir in +im aru +Ġstreet car +ĠU CS +ĠJ udd +Ġflash backs +p ins +Ġ14 40 +ĠUN HCR +ĠSym ptoms +T IT +5 38 +F ra +% ); +Ġo oz +Ġcur few +Ġcal med +Ġparticip ates +Te X +Ġnons ensical +Ġfull back +ĠDe L +mon key +h ari +Ġmetabol ites +Ġloot ed +ĠAL WAYS +ĠB CC +L t +oc het +B one +Ġveto ed +Ġg cc +ĠCL ICK +Ġ18 88 +s af +Ġstiff ness +Ġlow ly +ĠGe h +vers on +ors et +Ġun foreseen +Ġan esthesia +ĠOpt ical +Ġrecon structed +ĠT up +sh ows +NEW S +ĠNewsp aper +ĠA SA +ter a +N umbers +Ġinexpl icable +× ij +Ġhard ness +unt arily +ĠA cer +grad ient +ARD IS +Ġwood land +Ġmetaph ors +ĠWem bley +ĠPa vel +phil is +Ġre writing +Ġpercept ual +Ġ10 70 +worm s +ĠDown s +Ġunsur prisingly +Ġtag ging +fl ame +Ġlit res +Ġboun ces +ĠB abe +sh ut +Ġoverd oses +ĠShe ila +ĠCh au +ĠBl ess +Capt ure +ĠSign ificant +ĠSc ion +Ġ38 9 +ĠMc H +ĠTitan ium +ĠMe al +amed a +ag ents +agg ressive +B illy +76 3 +ĠS aying +DER R +it one +Coll ins +B ound +Ġbol ted +ĠDM CA +95 3 +Ġun iqueness +Ġep igen +un ci +ant am +Ġreck oning +ch airs +OG R +ĠSen egal +Ġ18 62 +re levant +Ġ ¯ +Ġpharm acies +ĠG eral +v ier +Y an +OR PG +Ġrab id +b ending +ĠUN ITED +Ġ4 65 +As sembly +Ġwe ep +Ġbe hest +ĠMother s +ĠJ ace +h id +Ġwh irlwind +ĠUN IVERS +Ġut opian +Ġkidn ap +Ph ilipp +K in +89 3 +Ġlivest ream +ĠM ISS +Ġsub versive +ĠTechn iques +ĠJUST ICE +ĠB ASE +Ġ38 7 +Ġassail ants +ĠHard core +Ġsprink led +ĠP se +é ļ +print ed +ĠH au +OR GE +ĠT OUR +Ġl aced +Ġit ch +G iving +Ġport ed +78 1 +//////////////// //////////////// +bre eding +Ġlog ger +ĠH OL +inn ie +First ly +Ġembry onic +Ġdeleg ated +p ai +O IL +Ġcentr ally +ĠR x +ĠSc outing +D utch +Ġhe reditary +ĠCru iser +s at +5 29 +ĠMar riott +other mal +Ġprohib itions +E arn +ĠSt ab +ĠColleg es +ĠBel ief +st retched +ĠL H +ĠEntity Item +C IA +Ġun rem +Ġlaure ate +Ġdenomin ations +sum mary +h ler +S pect +ĠK laus +ĠBe ans +Ġins ur +ĠPA X +Ġfield er +ĠV et +ĠSp arrow +z ie +ĠS Q +ĠMond ays +ĠOff line +ĠLer ner +ĠExt ensions +Ire land +Ġpatron age +Ġcontrast ed +ĠMan ia +h irt +Mos cow +Ġcondem ns +ĠAn ge +Ġcomp osing +ĠPe pe +ĠP addock +Ġheter ogeneity +Ġide ologically +Ġf ishes +Ġcur sing +ĠR utherford +ĠFlo ating +ĠAm elia +Te a +Syn opsis +Ġstun ts +Ġbe ad +Ġstock ing +ĠM ILL +ob ook +mass ive +\ < +Ġh ump +ĠPref erences +Engine Debug +ge ist +ĠNiet o +ome ver +ish y +eval uate +col onial +Altern ative +ĠGo Pro +ĠV ortex +ĠNET WORK +ans ky +Sec ure +ĠTh rust +Sn ake +Ġparcel s +Ġsam urai +Ġactress es +N ap +M F +ifer ation +Be er +5 23 +ĠI ly +oint ment +P ing +Ġstri ped +ĠMell on +oss ession +Ġneut ron +end ium +Ġa ph +ĠFlav oring +Ġ38 3 +Ġrespons iveness +ĠJ indal +ĠHitch cock +Den ver +ĠDRAG ON +sm anship +ĠDu pl +Ġs ly +Ġweb cam +ĠTw ain +ĠDar ling +ili ate +cons umer +D IT +Ġnames ake +Ġun orthodox +Ġfun er +ĠPL oS +ĠCONTR OL +ozy g +ogl obin +F ACE +ER G +ĠD ia +ĠF iesta +ce le +0 34 +Ġencl ave +âĸ¬ âĸ¬ +on ement +al ist +M and +Ġhome grown +ĠF ancy +Ġconcept ions +ĠCont ains +ure en +Ġreiter ate +Ġme ager +Ġinstall ments +Sp awn +6 27 +Ġphot oc +ĠCab rera +ĠRos enthal +ĠLans ing +is ner +Ġinvest s +ĠUFO s +EX P +Hard ware +Ġtr agically +Ġconced es +ie ft +ch am +bor gh +ĠSch r +ĠMel anie +ĠH oy +Ġvisit ation +Ġid iosyncr +Ġfract ions +Ġfore skin +ob os +Ġpo aching +ĠVI EW +Ġstimul ates +ĠG ork +can on +M IC +ĠNem esis +ĠInd ra +ĠDM V +Ġ5 29 +Ġinspect ing +Ġgrand ma +ĠW hedon +ĠSh ant +ĠP urg +ik an +ĠT eg +ĠCL R +z ac +Vict oria +ĠVer ify +ion ics +Ġpart ying +ĠM ou +col our +Ġtestim onies +l ations +Ġpress uring +hi ro +ac ers +Ġf id +ang ler +ĠCS I +Ġhere after +Ġdiss idents +report ing +iph any +che v +Ġsol itude +Ġl obe +Ġind is +Ġcred ential +re cent +ad ult +ĠNir vana +ĠFranch ise +L ayer +H yp +ĠBerks hire +Ġwill s +t if +Ġtot em +ĠJud ah +rep air +Inst ant +5 48 +Ġemb assies +Ġbott leneck +Ġb ount +Ġtyp ew +ĠAl vin +j ing +im ilar +R ush +Ġbr im +ĠHEL P +A im +] ' +Ġpass ively +Ġbound ed +ĠR ated +Ġcriminal ity +Ġbiom ark +Ġdisp atcher +ĠTow ards +Ġ+ ++ +right eous +f rog +ĠP anc +C arter +0 32 +æ© Ł +Ġult raviolet +ĠLic ensed +ĠT ata +ĠBl essing +ĠG AM +Ġchem ically +ĠSe af +ĠRE LE +ĠMerc enary +capital ist +Ġform ulations +Ġann ihilation +ĠVer b +ĠAr gon +Ġun loaded +Ġmorp hed +Ġconqu ering +back er +I ELD +Ġtheft s +Ġfront runner +ĠRoy ale +ĠFund amental +el ight +C hip +necess ary +ay n +ĠSl ip +Ġ4 48 +cern ed +P ause +Ġshock ingly +ĠAB V +Ġcomp osure +7 33 +ĠMotors port +ah ime +Mur ray +M ach +Ġgr ids +Ġdeb ian +Ġfurther more +Ġdexter ity +ĠCollect ions +os lov +il age +b j +ĠMont eneg +Ġstrut Connector +Ġmassac res +Ġbrief s +fet ched +uv ian +ol ition +Fail ure +emon ic +Ġfl ared +Ġclaim ant +Ġc ures +Ġgive aways +ĠSubst ance +al ions +Ġcr inge +ĠK ul +Ġarist ocracy +ĠUl ster +ol ated +h ousing +ĠM IS +Ġgl ared +ĠWil helm +ne eds +lam bda +build ers +ĠV IS +Ġradi ator +ĠGhost busters +Ġ4 36 +act ual +Ġher ds +ç a +watch ing +Ġcounter ing +Ch arge +Ġchar red +Ġwar heads +Ġiod ine +ĠM acy +04 1 +Ġdepart ures +ĠS ins +Ġdy ed +ĠConcept s +g ado +7 13 +Ġquot ations +Ġg ist +ĠChrist y +Ġant igen +ĠHem p +ĠD rawn +ĠB arg +ez vous +Ġp aternity +Ġar du +ĠAnch orage +ĠR ik +Ġover loaded +ĠUs ername +ĠTam my +ĠN au +ĠCell ular +Ġw aning +Ġrod ent +ĠWor cester +il ts +ĠT ad +Ġdwell ings +Ġbull ish +4 31 +Ġretali ate +Ġmig raine +ĠChev ron +CH ECK +Ġdon key +c rim +SP A +ĠAn alog +Ġmarqu ee +ĠHa as +B ir +ĠGD DR +ĠDownload s +Ġwill power +ĠFor th +ĠRecord ed +Ġimp ossibility +ĠLog ged +ĠFr anks +ĠR att +in itions +Ġclean ers +Ġsore ly +Ġflick ering +ĠEx amination +c atching +allow een +Ms g +Ġdun no +F a +Ġdys ph +c razy +.' '. +Ġmain line +Ġc s +Ġp tr +ĠW ally +ig un +95 1 +ĠBig foot +f ights +Ġretrie ving +J r +Ġdupl ication +ĠExpl an +Ġrel ational +Ġqu aint +Ġbisc uits +Ġad o +Ġsh udder +Ġantid ote +blood ed +ks h +Ġsa uces +Ġrein vest +Ġdispens ary +ĠD iver +Ġ9 000 +stud ent +Ġin separ +esc ap +Ġtodd lers +ĠGP IO +ĠAss ignment +head ers +Ġlack luster +Ġab ack +95 6 +Ġtool bar +7 45 +Ġo ust +Ġcontempl ation +ĠPRES IDENT +Ġ4 58 +==== == +Ġguarantee ing +ĠHe ist +ĠCann es +Ļ ½ +Ġcollabor ator +ĠAm p +Ġg ou +ĠSH ALL +st ories +78 3 +Ġmobil ized +Ġbro od +ĠL U +ĠðŁ ij +Ġref in +ĠAnthrop ology +v ind +ill i +Ġwarrant ies +ĠB abel +Ġsw ath +Ġc aches +Ġantagon ists +art ifacts +Ġhot ly +ĠSt arts +ĠG ö +z ag +!! !!! +Ġsc ourge +Ġcons piring +ru its +re verse +ĠShe en +ĠJes uit +ĠGiov anni +ad ies +Ġbutt ocks +ear cher +ac an +Ġvolley ball +Ġshroud ed +Ġscore board +b ats +ĠI PM +Ġass es +Ġde regulation +ĠTe legram +ĠReb oot +Ġ7 000 +ĠCan ary +Ġk ernels +ĠFranç ois +ĠD uff +ĠP on +ĠLe ica +ĠGar min +Ġor phans +ĠClaud ia +Ġcal endars +ĠLe ilan +ent o +R ocket +Ġbr unch +ĠHaw king +ain ers +Ġsens ibilities +Ġk W +ĠK and +Ġre claimed +Ġinteresting ly +× © +rom y +J M +ĠEnhance ment +b ush +Sk ip +Ġrapp ers +Ġg azing +p edia +ath lon +Rev olution +Ġsn ipers +Ġre verted +Ġconglomer ate +T erry +79 4 +Ġhars her +Ġdes olate +ĠHit man +Comm ission +Ġ( / +âĢ¦ ." +Com par +Ġampl ification +om inated +Ġreg ress +ĠColl ider +Ġinform ants +Ġg azed diff --git a/almeval/models/stepaudio/funasr_detach/models/whisper/utils/assets/mel_filters.npz b/almeval/models/stepaudio/funasr_detach/models/whisper/utils/assets/mel_filters.npz new file mode 100644 index 0000000000000000000000000000000000000000..9793b084efeb26bf24cb2ba1f30d0989b2c94aa1 --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/models/whisper/utils/assets/mel_filters.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dd2cc75e70e36fcbdd8ffbc2499062f30094093e6bf2cbafa9859f59972b420b +size 2048 diff --git a/almeval/models/stepaudio/funasr_detach/models/whisper/utils/assets/multilingual/merges.txt b/almeval/models/stepaudio/funasr_detach/models/whisper/utils/assets/multilingual/merges.txt new file mode 100644 index 0000000000000000000000000000000000000000..afde9f4fa8bcf6d4762c5780977825666dc49eac --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/models/whisper/utils/assets/multilingual/merges.txt @@ -0,0 +1,50000 @@ +Ġ t +Ġ a +Ġt h +i n +e r +Ġ w +Ġ s +o u +Ġth e +r e +o n +a t +e n +Ġ c +i t +i s +Ġ b +n d +Ġ d +Ġ m +Ġ h +Ġ o +in g +e s +Ġ p +Ġt o +a n +Ġ f +o r +l l +Ġ I +Ġ l +Ġ y +a r +Ġ g +Ġy ou +e d +Ġa nd +Ġ in +Ġo f +a s +Ġ n +o m +i c +Ġth at +u s +e t +v e +a l +o w +l e +Ġ is +Ġ e +Ġ it +o t +' s +Ġb e +i on +Ġ T +Ġw h +Ġ A +en t +Ġ S +Ġ re +a y +Ġw e +Ġ on +er e +Ġh a +u t +a c +i d +i g +o s +k e +v er +i m +Ġ Ð +ĠT h +a m +a ll +Ġf or +e l +c h +r o +Ġth is +Ġs t +Ġ W +Ġ u +a d +ou t +i r +l d +c t +Ġ k +i f +Ġg o +. . +Ð ¾ +it h +l y +h t +q u +Ġ - +Ġd o +Ġ j +Ġha ve +Ġ B +Ġa n +Ġw ith +Ġa re +Ġ r +Ġd e +Ġs e +Ġs o +Ġ v +s t +i ll +u r +Ġl i +Ġ M +es t +o d +all y +' t +us t +Ġa s +Ġ C +c e +Ġm e +Ð ° +Ð µ +i l +Ġ H +Ġw as +t er +t h +Ġc an +an t +Ġc om +ou r +ig ht +Ġ Y +at ion +ĠA nd +o l +Ġs h +Ñ Ĥ +o p +s e +Ġn ot +ĠS o +Ġn e +u n +Ġa b +Ġli ke +Ġa t +Ġ D +i e +Ġh e +Ġc on +Ġc h +o re +Ġa l +Ġo r +Ġ qu +Ġ O +om e +r a +u l +Ġ N +p p +Ġyou r +ou ld +Ġ P +Ġf r +g e +er s +' re +Ð ¸ +Ġthe y +Ġwh at +us e +Ġa ll +ĠTh e +Ġ L +es s +e m +Ġk n +Ġj ust +ar t +Ġp ro +ver y +u m +Ġl o +Ġ ì +Ġm y +o k +Ġe x +a b +Ġth ere +Ġb ut +Ġkn ow +Ġs u +Ġ G +Ñ ģ +Ġ E +Ġm a +о Ð +Ġ en +Ġab out +ĠI t +is t +Ġw or +r i +in d +Ġon e +at e +a nd +in k +Ġl e +or t +' m +Ġ F +ic h +Ñ Ģ +id e +Ġg et +Ġ out +.. . +Ġw ill +ã ģ +i ve +Ð ½ +Ġfr om +a in +ĠW e +Ġu p +p e +re s +c a +Ġ R +Ġ if +Ġp l +Ġd on +ac k +Ġ 1 +Ġ " +Ġt r +Ġ us +ĠW h +it y +Ġ J +ĠY ou +Ġh ere +h er +Ġs ome +ou g +a k +ar d +Ġgo ing +Ġu n +m ent +Ġth ink +Ġp e +en d +Ġ ( +ca use +Ġt im +as t +à © +Ġ our +Ġw ant +am e +i es +Ġ ë +u d +in e +Ġre ally +Ġt e +Ġse e +c i +Ġb y +s o +u re +os e +Ġ [ +a re +Ġm ore +a h +on e +c k +op le +а Ð +Ġthe n +Ġth ing +Ġthe m +v en +ou nd +os t +on g +e ct +Ġr ight +a g +Ġin t +Ġpe ople +Ġwh en +ou s +p l +Ġtim e +Ġ im +Ġwh o +Ġ 2 +a p +Ġbe cause +h ing +Ġn o +ic e +Ġlo ok +Ġh as +Ġw ould +Ġh ow +ac t +Ġf e +n t +oug h +Ġp r +ĠB ut +Ġs ay +Ñ ĥ +Ġn ow +Ġm an +Ġ very +Ġwor k +i z +Ġ K +i v +it t +Ġa r +e p +Ġc l +Ġwh ich +Ġc o +an s +' ve +Ġs a +f f +' ll +Ġan y +Ġa ct +Ġy e +b er +ac h +a ge +p er +Ġal so +f er +Ġthe se +Ġa d +е Ð +th er +ac e +ic k +a ke +re at +i re +u e +Ġa g +Ġ U +u ch +ion s +r y +0 0 +n a +Ġd id +Ġqu e +Ġha d +Ġe very +ĠH e +Ġl a +Ġw ay +Ġs p +b le +ĠTh is +as s +Ġthe ir +it e +Ġne ed +Ġp art +Ġw ere +Ġb ack +i p +ow n +om et +b e +as e +Ġma ke +ir st +i a +en ce +an g +an k +Ġg ot +Ġp re +Ġcon t +Ġo ther +p t +ĠTh at +o g +Ġgo od +Ġint o +al k +Ġbe en +Ġa m +Ġo ver +u ally +Ġ â +ì Ŀ +Ġu nd +h e +w ay +Ġg r +Ñ Į +Ġd if +Ġp er +Ñ ı +ĠI n +Ġt w +on d +ar s +in t +or m +Ġl ot +Ġwh ere +Ġ à +Ġ V +Ġs omet +Ð » +en s +Ġg u +Ġa c +u g +Ñ ĭ +Ä ± +Ġf irst +re e +Ġh is +itt le +Ġim p +Ġm o +a v +Ġl ittle +ĠWh at +Ġm uch +Ġ z +Ġ ê +ab le +ĠÐ ¿ +Ġp o +Ġcom p +n e +Ġd is +Ġl et +an ce +Ġh er +Ġthing s +Ġst art +ul t +Ġa pp +Ġre s +Ġf o +Ġc ould +Ġin ter +Ġth ose +Ġd es +Ġwe ll +Ġtw o +Ġk ind +x t +res s +el y +à ¤ +Ġb r +Ġth r +ĠÐ ² +Ġ i +is h +Ġdif fer +Ġ ro +ĠS t +Ġsomet hing +Ġt ake +Ġb o +y s +Ġsh e +Ġt alk +l o +Ñ ĩ +Ġe ven +Ð º +ã Ģ +ĠÐ ½ +Ġb u +ĠI f +Ġd own +ĠC h +ad e +ation s +Ġ use +or d +Ġof f +Ġact ually +Ġs pe +d u +at ed +at er +os s +n ing +à ¼ +Ġdo es +Ġ Ñģ +Ġne w +Ġb et +ve l +c ess +p le +Ġha pp +t ing +on na +Ġ es +Ġd ay +Ġon ly +ig n +k ay +s el +ent s +ou nt +i ld +i le +Ġs c +Ġh im +Ġag ain +v ing +Ġg onna +Ġcom m +Ġh el +ot her +Ġ ke +ic al +Ġ 3 +Ġe l +Ġthr ough +Ġcom e +ar k +d ay +i er +à ³ +Ġth an +ĠThe y +Ġm ay +Ġs er +í ķ +Ġc all +Ġdiffer ent +Ġsh ould +ĠTh ere +ar y +ĠN ow +ã Ĥ +th ing +w e +or y +f ter +Ġp ut +or s +i al +ë ĭ +Ġund er +Ġin c +ĠY e +u b +f orm +Ġv ide +à ¸ +ver s +Ġfe el +à ¡ +od y +f t +f ore +Ġe m +g et +Ġsa id +it ion +Ġre c +i ous +at ch +Ġtr y +Ġhel p +Ġsh ow +Ð ´ +Ġb it +u ll +Ð ² +ÑĤ о +g r +Ġpl ay +if e +a il +ĠYe ah +Ġqu est +Ġman y +Ġp ers +Ġg reat +Ã Ń +Ġ est +n g +Ġâ Ļ +t y +l a +ĠO h +Ġ × +à ® +ĠB e +ad y +Ġm ost +ct ion +ĠN o +Ġdo ing +Ġbe ing +Ġto o +c es +Ġb l +. " +Ġre m +is s +on s +> > +r u +w n +on t +i b +e ll +Ġs m +ot h +u al +Ġ >> +Ġp h +l es +o c +f ul +Ġse c +is e +Ġad d +ig h +er t +Ġs ame +â Ģ +Ġme an +Ġf ind +e k +Ġen d +- - +Ð ¼ +Ġst ill +a z +Ġ ' +Ġm in +Ġye ars +ur n +Ġar ound +sel f +Ġw r +b s +oug ht +ĠâĻ ª +Ġf l +an ge +Ġa fter +Ġpo int +m er +v ed +Ġl ong +o y +ä ¸ +Ġc r +way s +Ġs y +Ġt ra +Ġ2 0 +a ve +Ġch e +Ġ ent +Ġbe fore +p h +Ġat t +i an +i ly +Ġpers on +Ġb ig +Ġs ch +Ġre al +Ġne xt +Ġlo ve +Ġvide o +ĠL et +Ġf in +Ġma k +i ble +Ġto day +er m +ĠA l +ow er +an n +i x +Ġp ar +Ġst ud +à ¶ +Ġimp ort +t e +Ġg ive +v es +Ġd ie +Ġde c +Ġte ll +ĠÐ º +Ñģ ÑĤ +Ġwh y +ic ally +ic t +re d +Ġb as +Ġsu re +Ġbe l +at ing +Ġt ak +Ġs et +Ġl ife +Ġdid n +Ø § +o b +u nd +at h +Ġo p +ĠÐ ¾ +a it +Ġwor ld +Ġsu pp +i o +Ġc our +ĠÐ ¸ +w ard +е н +Ġal ways +u p +Ġha nd +ĠH ow +ci al +Ġcon s +Ġ Ñ +Ġin d +Ġ 4 +ĠA s +Ġf un +j ect +Ġimport ant +Ġs ur +e w +at es +Ġ 5 +Ġd i +Ġm ade +Ġin s +Ġas k +Ġ et +Ġn um +Ġc ar +ĠO kay +Ġs im +i k +Ġl ast +ĠG o +Ġm us +Ġre l +ul ar +´ ì +ĠWe ll +pe ct +ĠTh ank +Ġth ree +à £ +ã ĥ +Ġin v +Ġg en +l ic +Ġhapp en +ë Ĭ +i en +e ver +оР² +Ġst r +ĠA ll +Ġin st +Ġâ Ģ +Ġde f +Ġs l +Ġm ight +un g +Ġye ar +Ġo wn +Ġke ep +b ody +d er +Ġ ÑĤ +ĠÐ ´ +Ġan other +Ġm od +Ġe v +Ġgu ys +Ġab le +ã o +qu e +id ent +ĠY es +Ġit s +Ġpl ace +Ġpro du +ar n +ĠÐ ¼ +Ġre p +Ġex per +Ġf am +it ies +if ic +Ġh igh +i ed +o ol +ie w +е ÑĤ +re n +Ġdon e +Ġ ... +ëĬ Ķ +st em +ĠS e +Ġbet ter +c ome +Ġd el +Ġt y +Ġu m +Ġh o +ĠA n +Ġm on +ing s +Ġs k +Ġo b +c om +ble m +op e +st and +' d +ment s +Ġe le +ĠI s +Ġd a +Ġre g +le ase +i ke +al s +iz e +ê ° +Ġc are +Ġne ver +ìĿ ´ +es e +Ġm et +ol og +ĠWh en +u ck +е ÑĢ +Ġ é +Ġd at +à § +Ġex am +il ity +Ġd et +c ri +Ġus ed +ĠD o +Ġtr ans +e g +t en +Ñ İ +c us +Ġsec ond +Ġb est +Ġh ard +Ġ ide +Ġpro blem +ê ³ +ĠU n +Ñ ħ +Ġ Î +Ġw atch +ĠS h +at ter +Ġpre t +Ġd er +Ġcour se +Å Ł +at ive +ic s +Ġquest ion +ut e +ì Ĺ +ĠF or +at her +Ġc ol +i end +Ġ í +Ġ Z +Ġdoes n +ar ch +Ġinter est +Ġp ol +Ġc or +i ence +Ġp res +Ġe ach +Ġsy stem +Ġf act +i el +ab ly +Ġ er +Ġr un +Ġì Ŀ +Ġto p +n er +Ġth ought +Ġe as +i ent +Ġc re +Ñ Ī +Ġcomm un +y e +re ady +ll ow +Ġevery thing +om m +Ġm ed +ļ Ķ +Ġc ount +it s +Ġcom pl +h ip +Ù Ħ +o ok +Ġto get +Ġtoget her +am p +Ġg ame +Ġal ready +аР» +Ġcall ed +al e +Å Ĥ +ĠM y +Ġunder stand +Ġd r +Ġm om +it ed +оР» +Ġus ing +z y +Ġnum ber +ãĢ ģ +c ed +Ġc le +н о +ëĭ ¤ +in ce +Ġlook ing +Ġpret ty +Ġpro b +ĠS he +Ġ ve +Ġget ting +Ġwe ek +Ġe ff +u ff +a ir +u es +er n +Ġ Q +ou p +ent ion +Ġs ide +оР¼ +Ġfor m +Ġb us +Ġas s +Ġ ed +as on +we en +âĢ ¦ +Ġt urn +Ġc ur +Ġco ll +Ġd ire +ĠG od +Ġ1 0 +Ġe qu +ĠÐ ± +Ġop en +Ġsu ch +ir d +аРº +Ġe ar +Ä Ļ +g an +Ġpart ic +Ġfr iend +Ġex p +Ġex t +Ġh ome +Ġw ater +ĠO n +ÑĤ ÑĮ +or k +Ġп ÑĢ +Ġmo ve +n ess +en se +h o +Ġch ar +c o +in s +Ġb oth +Ġ1 9 +Ġg ra +Ġbet ween +á » +Ġì ķ +as h +ĠR e +a i +al th +u res +em ber +Ġa v +Ġ ver +à ª +one y +Ġth ank +Ġmay be +u c +im e +ê³ ł +Ġa way +Ġn ame +ou se +Ġac c +Ġmus ic +Ġch ange +Ġp ass +g er +Ġbu ild +Ġv al +in ess +an y +Ġfe w +´ ë +t a +Ġl ist +à ¥ +Ġo ld +Ġì ŀ +Ġs ort +Ġme m +Ġc a +ce pt +Ġgen er +Ġye ah +Ġwh ile +Ġany thing +r ic +gr am +Ġe in +c y +ur ing +ĠD e +Ġp ower +Ġcom ing +Ġwor d +Ġ- - +Ġbel ie +Ġf ound +t o +Ð ¿ +Ġme ans +Ġin form +Ġ Ø +Ġ Ñĩ +Ġsm all +00 0 +Ġc ame +Ġ íķ +w h +Ġwork ing +Ġexam ple +Ġp os +Ġde p +ê ² +ä º +ot e +Ġde m +ì § +t s +Ġv ar +a ut +Ġt ri +ch n +Ġhe ad +Ġwho le +× Ļ +z e +Ġtry ing +Ġt em +Ġc ou +et s +Ġ 6 +Ġf il +vel op +Ġc ase +à ¯ +Ġprob ably +Ġo kay +Ġpl an +Ġs it +Ġsch ool +ĠTh en +¸ ë +m e +Ġpro cess +Ġf ar +Ġre ad +Ġp oss +Ġb re +Ġso l +ic ht +Ġsupp ort +ĠT o +ert ain +Ġstart ed +Ġc ap +Ġle ft +Ġdat a +Ġtim es +еР» +Ġwant ed +а н +Ġtalk ing +Ġis t +Ġha ving +um p +Ġcont in +Ġsu b +ĠÐ · +p r +ëĭ Ī +in a +Å ¼ +Ġc reat +od e +× ķ +æ ĺ +! ! +Ġt erm +is m +оР´ +ĠBe cause +Ġw ent +id er +Ġpro v +Ġch ild +Ġd en +Ġl ight +b r +³ о +o h +Ġbo ok +Ġ Ù +ut ion +ĠJ ust +en e +Ġf our +Ġv is +ê° Ģ +Ġh ope +Ġmak ing +ĠL e +ì ķ +Ġo pp +a u +Ġm oney +Ġpro gram +à ¨ +Ġst and +I N +Ġs ign +Ġle arn +à ł +ĠD on +Ġte am +Ġн а +l ud +Ġre st +ic es +æ ľ +Ġ ÑĢ +Ġa ut +Ġle ad +ation al +d e +g y +Ġn ice +Ġd as +Ġd ist +Ġh um +ĠO ne +æ Ī +Ġcom es +Ġj o +Ġc ent +Ġex pl +Ġm ark +re en +l ed +g in +ì ļĶ +Ġle vel +Ġcon f +us h +Ġde velop +Ġt est +en g +v ious +at ure +еР¼ +re t +Ġj e +Ġst uff +Ġcl ass +ow s +Ġê · +Ġs i +Ġl es +ro p +ç ļ +Ġp or +Ġw ar +ìĹ IJ +Ġevery one +Ġg e +Ġche ck +ot t +Ġs ing +Ġar t +Ġfo llow +Ġ20 1 +ĠF r +a is +ì ĸ +Î ± +å ° +Ġà ł +im es +Ġre t +Ġch ang +Ġp ub +Ġin f +Ġte chn +ad a +iv es +Ġbe h +æĺ ¯ +Ġlook s +ãĢ Ĥ +Ð · +ĠWh y +çļ Ħ +Ġen ough +Ġb ra +it ch +ä » +Ġad v +Ð ± +Ġwith out +w er +mer ic +d en +Ġcompl et +Ġide a +ter s +o ck +Ġdef in +Ġe ver +Ġg l +Ġon ce +Ġbr ing +Ġsay ing +Ġan s +Ġhe ar +n ect +Ġl ess +g o +re am +ad o +ì ŀ +Ġm ind +ent e +Ġf ull +Ġb ad +Ġw om +Ġsome one +Ġd u +Ġw on +Ġcont ro +ort un +Ġhe alth +Ġch o +ĠA r +Ġcon c +Ġinform ation +Ġst op +at t +at ely +ä ½ +Ġgr oup +Ġ Ñĥ +Ġqu ite +Ġres p +E R +ug ht +ê ¸ +m an +iz ed +ĠB r +Ġrem ember +Ġfam ily +Ġbus iness +a w +Ġspe c +Ġa u +ĠO r +Ä ħ +Ġse en +Ġl ar +Ġ 7 +g g +b ers +Ġd ra +Ġmon th +Ġsay s +Ġis s +Ġli ve +Ġl ine +Ġmom ent +Ġex c +el s +Ġs ound +Ġco ol +Ġlo c +Ġc ertain +Ġd ri +о ÑĤ +am es +Ġm ust +n y +и ÑĤ +Ġk id +Ġinc lud +ìĿ Ħ +at or +Ä Ł +h a +are d +Ġse em +Ð ¹ +ì Ħ +Ġel se +Ġì ł +ir l +Ġ 8 +Ġv o +Ġquest ions +in es +e e +æĪ ij +ü r +ĠA meric +Ġst ory +Ġser v +ver n +ag es +l and +ĠâĢ ĵ +er a +ĠC an +Ġp op +et her +Ġn a +Ġor der +Ġmak es +Ġs ince +c on +ct or +Ġth ough +Ġprodu ct +л и +Ġle g +Ġme et +al f +Ñģ Ñı +un ch +it er +o ve +×ķ × +i et +аР¼ +it al +Ġsu per +l ing +Ġp ay +Ġpar a +Ġj ob +ĠH ere +Ġs w +k s +pt ion +m a +Ġbelie ve +¬ ë +Ġw ait +оР¹ +Ġun t +Ġqu ick +h r +ĠÑ į +ĠP ro +Ġm en +à ¹ +Ġday s +Ġgo es +Ġspe ak +ĠA t +em ent +Ġm iss +Ġa w +Ġdes ign +Ġpro ject +о ÑĢ +i j +ant s +at s +ĠCh r +Ġ 9 +Ġc ut +Ġre qu +Ġн е +ĠN ot +as ter +Ġm ill +Ġpartic ular +Ġp ie +Ġstud ents +Ġf ive +ou n +ĠN e +Ġg i +Ġp as +Ġf ree +ĠS p +l ich +Ġpro f +Ġen g +Ġpr ot +ĠL ike +os ed +Ġcon nect +a pp +Ġë § +it ing +Ġb lo +Ġl os +ist s +Ġexper ience +re nt +Ġst ay +Ġfo od +t on +ru ct +Ġh ist +v iew +in ing +m ost +i vers +b o +ãģ Ħ +ĠT r +g en +Ġp lease +Ġcommun ity +Ġc e +A N +n o +Ġb ody +Ġh our +Ġ vers +á º +c er +Ġê ° +Ġre ason +ĠR ight +Ġl ater +Ï Ħ +Ġh ouse +Ġ X +оР½ +Ġst ate +f ic +å ¤ +Å Ľ +iel d +Ġp ri +Ġp ast +Ġw alk +olog y +er ing +an na +Ġt er +Ġho ld +Ġor gan +b en +Î ¿ +ó n +Ġeff ect +Ġyour self +Ġpl us +a j +and o +ur al +Ġro om +le ct +ê² Į +? " +s ide +Ġbe come +Ñ Ĩ +Ġ  +o od +Ġcon st +Ġn ight +ut es +Ð ¶ +Ġbre ak +Ġp ain +Ġst ep +ire d +Ġnot hing +Ġunt il +Ñ ĸ +аР² +Ù Ĭ +Ġd uring +ì§ Ģ +l ess +o ll +н Ñĭ +Î ¹ +f ect +i ver +ı Ħ +ith er +y ing +Ġbe gin +×Ļ × +iv id +Ġà § +Ġs al +Ġt a +Ġp ot +Ġ $ +Ġm ar +Ġcle ar +Ġf ace +Ġgr ow +Ġ * +Ġins ide +Ġfriend s +Ġle ave +en n +Ġeas y +Ġare a +al ity +ou d +Ġe at +Ù Ĩ +Ġp ur +or n +Ġsa w +Ġans wer +Ġfr ont +Ġbe aut +¼ ë +Ġm atter +Ġs on +ĠN ew +Ġres ult +id es +ch e +Ġf ut +p s +Ġfo cus +Ġinterest ing +å ¥ +Ġa p +" . +Ġcre ate +о Ñģ +Ġp ress +r oss +Ġp ick +l ine +Ġto ok +ĠM ay +r ow +Ġ ich +ĺ ë +Ġre f +Ġm or +r act +are nt +A R +Ġex act +Ġsp ace +w ork +н и +Ġb ir +Ġde v +Ð ³ +Ġto ld +Ġpub lic +ci ally +Ġv iew +ĠHe y +m ed +ll o +c c +Ġf ac +Ġcou ple +Ġhe art +l er +Ġre ady +Ġal most +ar ing +Ġh alf +ĠM e +av or +i que +Ġchar ac +Ġpr act +O N +an e +Ġ il +н а +Ġv i +l ish +he ad +Ġle ast +Ġbas ically +as ed +r ight +Ġy et +Ġtak ing +Ġcount ry +Ġw in +Ġis n +Ġposs ible +Ġc am +Ġinc re +Ġp at +Ġw anna +Ġcons ider +Ġab s +Ġwith in +Ġhum an +Ġthink ing +Ġo h +¡ ľ +Ġqu i +as es +Ġ 0 +it ely +ä¸ į +Ġk ill +Ġm il +Ġinv est +is ter +Ġsu c +ion al +el f +Ġwh ether +Ġcontro l +Ġagain st +ot s +ëĭĪ ëĭ¤ +i or +Ġpres ent +Ġ ا +Ġwatch ing +u be +er v +Ġn icht +Ġgo vern +ĠTh ese +Ġ : +u it +ug h +Ġwork s +o o +Ġw ir +Ġa ir +ĠT e +аР· +is ion +wh ere +Ġto t +j oy +ì ĭ +Ġv ol +ĠÐ µ +Ġcl ose +ĠA d +Ñ ī +in ed +Ġun a +Ġê· ¸ë +° ë +or ry +Ġb ro +Ġfil m +if t +2 0 +Ġty pe +Ġhappen ed +ĠA m +Ġg irl +ĠA re +ward s +Ġp our +Ġcol or +el t +а Ñģ +Ġs ense +le x +ĠW ith +us s +ri b +Ġre se +Ġn orm +Ġfut ure +Ġde al +end ing +e y +Ġ x +er o +ĠC l +u k +Ġwhat ever +sel ves +Ġyou ng +ì Ĭ +ĠM ar +ĠChr ist +Ġgu ess +Ġper form +Ġen er +r on +Ġh it +Ġw ond +Ġdire ct +ĠE very +Ġof ten +Ġf a +Ġal ong +Ġcl ick +ĠL ook +Ġsit u +Ġhapp y +e ad +Ġag o +Ġen c +Ġmy self +Ġco ver +оР± +Ġm id +Ġc ost +Ġt en +ĠS ch +Ġex pect +Ġwas n +Ġstr ong +if ul +Ġopp ortun +in al +y le +Ġsh are +Ġtr ue +Ġapp ro +Ġch all +Ġmin utes +Ġch ann +Ġë Ĥ +Î µ +l i +Ġm ess +or ies +pe cially +Ġwr ong +Ġy es +Ġì Ĺ +ir on +Ġall ow +Ġsu bs +Ġf ore +Ġf ight +Ġso cial +Ġc ra +an a +Ġa ff +Ġ ess +Ġway s +Ġsh ort +Ġf all +Ġla w +ĠWh o +Ġen joy +Ġc al +Ġac cess +f e +Ġn on +Ġac ross +er y +vious ly +ĠE x +id ed +Ġl ink +ĠP r +Ġterm s +ac es +Ġl and +az ing +Ġ1 5 +Ġm ult +Ġspe cial +å Ģ +iv ing +ìĿ Ģ +Ġty p +Ġst e +Ġ Ä +Ġfor ward +å ı +Ġf re +å¥ ½ +Ġrese arch +௠į +а ÑĤ +Ġma in +Ġrec ord +Ġh u +Ġdefin itely +Ġe ither +Ġlist en +Ġke y +Ġmark et +ĠÑĩ ÑĤо +iz ation +Ġvide os +Ġgu y +Ġf ig +Ġst ra +ĠP l +ull y +am os +Ġm ention +Ġs ong +Ġinter n +r al +ur s +Ġh on +Ġval ue +Ġb ar +c le +оР¶ +Ä ĩ +ľ ë +Ġz u +и м +ä½ ł +Ġsing le +Ġa uch +cus s +Ġget s +Ġsomet imes +å ¾ +am b +m m +c ing +Ġper fect +ĠB l +out h +ì ł +Ġs ci +p ar +Ġre d +Ġp ost +Ġm ot +Ġele ct +ĠE u +it ive +ĠS ome +Ġdes cri +Ġcur rent +é s +Ġt re +ĠE n +Ġm it +E N +Ī ë +i um +Ġhe ard +Ġsim ple +l ar +Ġevery body +il ar +Ġneed s +Ġdif fic +ĠGo od +um ent +c ent +Ġo per +а ÑĤÑĮ +et y +Ġbl ack +Ġgi ven +on es +Ġwe l +é Ģ +Ġìķ Ħ +Ġ3 0 +A T +Ġst at +ou ch +ĠM r +а ÑĢ +Ġsh o +Ġcon d +× Ķ +m y +Ġchild ren +Ġe u +еР´ +ìķ Ħ +ter n +Ġu h +Ġh ar +Ġpr om +Ġp ull +re w +Ġcomp any +Ġbeaut iful +ust om +íķ ĺ +к и +Ġst re +Ġam azing +ri es +Ġsuc cess +Ġm ach +n ot +Ġdis cuss +Ġn at +¦ ¬ +Ġun e +Ġdiffic ult +Ġr is +Î ½ +Ġc amp +Ġbu y +ä¸ Ģ +Ġma g +p o +ĠY our +Ġbeh ind +ic a +ı n +ĠO K +Ġl ang +Ġwom en +Ġen v +Ġre ce +Ġchann el +i ally +u le +Ġ1 2 +th ers +Ġb ott +Ġrep ort +ent ly +f ully +T he +Ġs ent +Ġev ent +Ġener gy +l t +Ġword s +ar r +d le +Ġa head +ard s +Ø ± +äº Ĩ +Ġto ol +con om +е Ñģ +Ġexact ly +Ġf avor +Ġl ow +Ġpro per +Ġìŀ Ī +Ġ ! +Ġrel ations +Ġm as +Ġkid s +Ġent ire +ud e +Ù ħ +ĠWh ere +Ġon es +Ġc ity +ol ut +Ġs ix +ab ility +ö r +il i +ĠE s +Ġhapp ens +ain s +Ġmod el +Ġp ict +Ġes pecially +Ġ1 00 +k t +Ġso on +b y +ro du +Ġan n +Ġsubs cri +ĠQ u +Ġav ail +im ent +Ġv oc +k a +Ġ2 00 +ap er +ĠI nd +Ġì § +h or +į ° +j or +и л +Ġs qu +A U +ar ning +ĠÐ ³ +I S +ĠÐ » +еР¹ +y es +å ħ +ĠÐ Ĵ +Ġor ig +оР³Ð¾ +Ġask ed +il t +оР³ +Ġcontin ue +Ġì ĺ +r am +Ġo thers +E S +oh n +Ġl ay +Ġbas ed +Ġp u +Ġapp e +Ġl im +Ġpro p +Ģ ë +m in +Ġh ot +ĠL a +Ġf ast +Ġprot ect +Ġam ount +Ġa qu +Ġf und +Ġc ustom +Ġc ult +Ġhand s +Ġha ven +Ġa ud +Ġout side +ĠA fter +ap s +Ġan im +pl oy +Ġh at +ĠF irst +Ġt reat +Ġe p +Ġm ater +Ġbuild ing +Ġë ° +å IJ +ìĦ ľ +z a +ught er +ĠP e +ne y +et er +at ic +Ġed uc +ê¸ ° +Ġmo v +ĵ ¤ +am a +r ation +Ġs n +Ù Ī +Ġs um +Ġph ot +ĠÐ Ŀ +Ġ . +æľ ī +Ġfin ish +itt ing +å ® +Ġlar ge +Ġì ĸ +Ġwh ite +ar a +Ġma is +ĠH i +Ġd am +Ġا ÙĦ +Ġbo x +ĠHe llo +Ġs le +Ġo pt +ri ed +¥ ¼ +Ġact iv +Ġn ão +ĠC om +Ġplay ing +T h +Ġavail able +Ġp ort +å Ī +ĠA h +Ġl as +Ġear ly +Ġwond er +± ° +Ġ1 8 +c ul +Ġfun ction +Ġmor ning +ll e +i ents +u x +Ġc ir +it ions +Ġde ep +Ġpol it +y or +m p +ak ing +Į ë +ĠM an +Ġmill ion +Ġ / +Ġind ivid +Ġp an +Ġgovern ment +Ġwr ite +ĠT od +am ent +Ġ Ï +Ġw ind +ĠE ng +ch en +W h +ì ľ +Ġ ident +ãģ § +v ent +ur ch +Ġh y +Ġy a +Ġtr ad +Ġrelations hip +à º +Ġd ou +O R +Ġs we +Ġne g +in ation +Ġte xt +i pp +Ġf ine +á s +ĠD r +ĠC ome +Ġmonth s +, " +ен и +Ġhour s +Ġp od +ir t +Ġinv ol +Ġcoll ect +Ġau f +Ġp a +Ġhist ory +m b +if y +Ġ ? +Ġbel ow +as ure +ab y +Ġlang u +Ġan t +Ġcom b +at o +Ġex ist +Ġë ĭ +Ġtak es +Ġcharac ter +a ff +Ġf ield +Ġe conom +ie f +Ġpie ce +å ľ +Ġre ach +Ġê ² +on y +Ġmater ial +Ġd ig +Ġph ys +Ġimp ro +Ġsim ilar +I C +Ġn et +y n +Ġpos ition +à Ł +Ġb ene +re ad +Ġle arning +um e +Ġcle an +ÑĤо ÑĢ +Ġco ok +Ġseem s +Ġo l +ĠU S +ĠJ es +Ġ à® +ent ial +ivers ity +ac y +Ġ Ñı +olut ely +re ct +ĠP lease +Ġrep res +Ġt ouch +m en +ĠÐ ° +i ón +ĠThank s +Ġan g +Ġma jor +Ġit self +ill s +" , +i ans +Ġsc reen +Ġh or +Ġknow n +Ġenv iron +Ġfin al +Ġfig ure +ĠT w +Ġe yes +Ġim ag +Ġsee ing +Ġha ir +re m +Ġapp lic +end s +p ut +Ġnew s +Ġcomplet ely +ugh s +Ġkn ew +if ied +ĠJ e +ĠD id +Ġsitu ation +Ġf lo +m s +Ġph one +Ġb all +d o +Ġp arent +Ġs orry +ur y +и н +ip s +аР´ +Ġinst ead +Ġhu ge +Ġt u +Ġ ãģ +ĠG r +Ġdet ail +ĠÐ Ł +Ġindivid ual +Ġf ire +Ġcl os +Ġw er +un e +Ġrun ning +Ġcon vers +Ġrec omm +Ġcom o +Ġsome body +ĠJ ohn +ĠìĿ ´ +ĠO ur +pl es +ĠP h +Ġan al +Ġ5 0 +Ġof fer +Ġ < +ition al +g est +Ġv ous +l et +ic y +Ġfeel ing +L E +r os +Ġth ird +оРº +Ġser ies +ĠAn y +is ed +o ld +Ġdra w +Ġserv ice +Ġcan not +b al +ãģ Ĩ +Ġli ving +ı m +Ġdiffer ence +Ġopportun ity +Ġne ar +or th +k en +Ġloc al +Ø ª +ĠC on +Ġob ject +Ġd ass +ãģ Ļ +IJ × +Ġquick ly +ra ph +Ġiss ues +éĢ Ļ +ĠAmeric an +Ġpre p +en ces +Ġprof ess +ll ing +o f +Ġfo ot +b re +Ġus ually +Ġgener al +d a +an ces +Ġd est +Ġo cc +Ġmem bers +Ġd ans +Ġequ al +z t +Ġbe com +Ġmo ving +Ġspec ific +ÃŃ a +Ġf ur +Ġne cess +Ġcomm on +Ġatt ack +ĠÑį ÑĤо +ĠTod ay +Ġun s +ĠG u +i od +Ġacc ount +Ġgra nd +Ġs elf +ĠE l +Ġt ast +Ġcont ent +Ġc u +Ħ ë +ĠMay be +ĠJes us +ore s +p ort +© ´ +Ġg ives +Ġnorm al +ÑĢ Ñĥ +Ġimp act +ä r +Ġd ies +Ġl ab +s h +i os +ĠP res +ĠU nd +ĠO f +Ġfin ally +Ġdo ll +Ġvoc ê +p ly +ĠA g +Ġtak en +Ġgr ound +f ort +Ġg ave +ĠIn st +Ġl ost +Ġwork ed +Ġl iter +Ġiss ue +Ġind ust +Ġret urn +Ġhappen ing +Ġwant s +и в +Ġproblem s +ĠC ar +Ŀ ¼ +ĠAl so +Ġs ize +Ġob viously +ĠS u +ĠS c +Ġrecomm end +our ces +ast ic +.. .. +Ġm i +l ier +ĠE ven +ci a +Ġh ur +v a +Ġm ass +Ġwould n +un t +ck s +Ġf elt +os p +l ight +ол ÑĮ +n ie +Ġbott om +Ġб Ñĭ +ore d +is on +Ġgr ad +Ġum a +Ġv a +Ġì Ĥ +ress ion +ul ation +I D +id ence +Ġb ur +Ġg one +l u +ìĸ ´ì +Ġre du +Ġj a +ìĿ ĺ +it a +Ġso ft +Ġç a +ic o +er al +à ± +a f +Ġpoint s +g u +Ġd é +ap t +a x +ĠAl right +Ġcam era +Ġa ch +Ġп о +Ġse ver +5 0 +Ġs ie +Ï ģ +Ġm al +Ġcomp ut +Ġmid dle +Ġcould n +m ing +Ġì ĭ +ĠH is +Ġg ames +Ġint rodu +Ġc ell +p or +Ġsle ep +Ġë ³ +id ing +Ġ ou +Ġde g +Ġdr ink +Ġenviron ment +ĠUn ited +Ġtalk ed +Ġcho ose +Ġj our +e ge +ĠM in +Ġint e +Ġr ather +Ġoff ic +к а +ac hing +Ġmention ed +Ġf ill +Ġtr ack +Ġn ie +Ġ ut +Ġв Ñĭ +ib ility +Ġv ac +Ġr ad +Ġp ack +Ġs end +ĠD as +ĠA b +Ġeng ine +ãģ Ĺ +Ġcomp et +à ´ +Ġв Ñģ +Ġdo or +Ġlong er +å° į +Ġlangu age +Ġext ra +pl ay +Ġwe bs +um b +ro om +ç ľ +Ġbegin ning +Ġre fer +A M +n en +ig her +f ace +er c +Ġfor get +Ġcom ment +еРº +л Ñı +r or +ż e +ĠG e +Ġd ark +Ġany one +ant e +g es +ìĬ µ +Ñ ij +b ed +j e +ruct ure +Ġpr im +id a +è ¦ +ãģ ¾ +Ġm ix +Ġstart ing +ĠìĿ ´ë +Ġprov ide +act ion +Ġm other +Ġper iod +Ġst ick +ĠYou T +Ġtechn ology +ê ¹ +Ġb ed +Ġg iving +Ġexpl ain +z en +im ate +Ġrepres ent +lo ad +ĠHow ever +Ġli ves +ut h +ir it +og n +Ġli k +Ġresp ons +Ġpri v +Ġto m +ç ão +i am +Ġexc ited +Ġc ard +gr ound +Ġ× Ķ +Ġs ens +Ġte ach +id o +h od +Ġep is +Ġwel come +Ġw all +ä ¹ +Ġch ance +h en +ĠÐ ¡ +ĠÄ ij +Ġsim ply +ĠÑĤ ак +r ing +j a +b ook +Ġsever al +st e +Ġcreat ed +Ġо ÑĤ +Ġp ush += = +Ġh igher +u f +our ce +o ke +Ġon line +Ġre le +Ġt on +ens ive +Ġfavor ite +Ñĥ д +Ġlook ed +Ġv on +âĢ Ķ +Ġf ür +Ġbut ton +Ġb ill +Ġchang es +! " +Ġsl ow +ab les +Ġde ath +and s +ate g +Ġthem selves +ãģ £ +Ġc op +ãģ ® +Ġperson al +ug hing +Ġ1 1 +g ar +ad es +Ġneed ed +Ġstud y +ag ed +ÑģÑĤ в +in o +Ġdis c +k i +Ġadd ress +× ¨ +itt en +es ome +ĠÐ ¶ +¤ ë +ur a +Ġm u +Ġcontin u +f or +Ġm atch +ãģ ¦ +Ġstra ight +IJ ë +n ers +Ġdo g +Ġde b +ĠC O +Ġo s +g ed +c ame +Ġcor rect +et te +ĠSe e +Ġinclud ing +ĠEu ro +est er +Ġj ump +ĠWh ich +Ġк ак +s on +y a +IN G +Ġe ine +os h +en cy +Ġmed ia +Ġsubscri be +é Ĥ +Ġpr in +Ġha b +ĠP er +ĠW as +Ġp age +it or +Ġto wards +Ġtri ed +en ge +art ment +Ġvar i +Ġp aper +Ġpict ure +Ġvers ion +Ġbr ought +w are +ĠSt ates +Ġs ich +led ge +Ġper cent +Ġgo d +e c +ĠC omm +Ġdec ided +Ġse lect +íķ ľ +) . +ur ity +Ġfur ther +Ġcom ments +le ment +Ġd ream +Ġcent er +m i +Ġc as +Ġwom an +Ġro ad +Ġf ail +Ġbe came +l us +il ities +ãģ ¯ +ĠC o +Ġman age +Ġrec ogn +Ġact ion +Ġbene f +Ġear lier +× ľ +Ġspe ed +Ġm ent +Ġso ci +Ġsho ot +u i +Ġà ¤ +Ġapp ly +v o +x im +Ġca use +Ġsur pr +Ġha ben +D I +Ġf ather +ĠNe xt +ĠYouT ube +Ġc ode +Ġro le +g ress +Ġg reen +et t +Ġbu ilt +Ġfl ow +Ġb ase +Ġtra ining +Ġr ound +ĠW ill +Ġp ath +ĠR o +Ġinterest ed +ìĸ ´ +Ġres pect +Ġchang ed +iss ion +Ġstud ent +og raph +Ġappro ach +Ġshow s +å° ± +Ġt ar +Ġcr it +Ġg lo +ìĬµ ëĭĪëĭ¤ +Ġde ad +ĠPres ident +Ġth ous +Ġb al +st er +e x +Ġabs olutely +Ġm ic +Ġpract ice +Ġqu ality +Ġl ower +og le +Ġse par +b all +med i +Ġre view +ĠA pp +Ġo k +âĢ ĭ +Ġexper ien +Ġconc ern +ent ially +m ore +ĠJ o +ap an +ĠI ch +ist ic +Ġf air +Ġwebs ite +i res +ĠB y +Ġtra vel +Ġris k +Ġm ir +Ġbo ard +Ġs en +Ġparent s +ĠW ow +Ġfe ed +Ġsa ve +Ġser ious +Ġin it +E L +und red +A S +Ġv an +or row +Ġwor th +Ġse arch +Ġ1 6 +Ġpart s +ÑģÑĤ ÑĮ +Ġcomp an +Ġmov ie +Ġmet hod +Ġ ill +Ġw ish +d y +Ġit em +Ġmin us +ang er +Ġvo ice +Ġsk in +Ġare as +Ġe ight +Ġo bs +Ġ , +аР¹ +Ġo il +Ġc y +Ġb aby +s y +Ġem ploy +ĠK e +Ġpl aces +Ġf ix +Ġest á +ãģ ¨ +iv ed +Ġlot s +Ġse ason +un k +al t +Ġt able +ĠÐ ¢ +à ¢ +Ġatt ention +ãģ ª +ĠH er +Ġa ge +Ġp ra +b ack +c il +Ġnet work +r it +Ġdo c +Ġare n +ig en +Ġë Ħ +Ø ¯ +end er +Ġtot al +Ġpr ice +Ġcra zy +ì ļ +i qu +th ough +Y ou +Ù ĩ +ãĤ ĵ +Ï ħ +Ġs at +Ġb i +ĠD ie +Ġsh a +Ġthank s +u h +Ġst age +аР¶ +ĠF l +Ġle av +Ġbo y +Ġa f +ö n +ĠG et +Ġac cept +Ġent er +Ġt ur +Ġsi ÄĻ +Ġhon est +ãĢ Į +Ġs am +Ġre pl +g ing +Ġdevelop ment +ĠA ct +or a +ãĢ į +ä ¾ +Ġknow s +Ġim age +ĠL ord +и ÑĤÑĮ +Ġweek s +Ġse x +Ķ ë +Ġh undred +Ġsound s +Ġlearn ed +Ġb ud +ĠÑģ ÑĤ +Ġinc red +â Ļ +Ġn os +Ġd rop +Ġb en +ĠÐ ĺ +Ġsa fe +at a +Ġf uck +so ci +Ġd an +Ġcr oss +1 0 +m o +ver t +Ġ1 7 +z ie +å ķ +Ġd om +ĠB o +Ġset ting +Ġinvol ved +ar ily +Ġs ind +Ġs us +Ġwor ry +et h +ê¹ Į +Ġs un +Ġh ier +Ġcertain ly +ou l +ort s +ĠE r +ĠU m +Ġca us +Ġnat ural +Ġà ¼ +Ġc ry +ĠSe c +Ġs om +æ ² +Ġeduc ation +а еÑĤ +Ġmult ip +Ġal one +Ġe ye +Ġr ate +ĠEuro pe +è ¿ +m on +Ġf it +iz ing +pp ed +Ġpress ure +th e +и Ñģ +it es +ĠA f +re ci +att le +Ġserv ices +ĠGo ogle +é ģ +Ġc ases +Ġdri ve +Ġchall eng +u z +ĠM o +ìľ ¼ë +v al +åĢ ĭ +Ġf ol +Ġì ¢ +ff ic +Ġr a +Ġs in +Ġbl ue +Ġaff ect +Ġm is +Ġsh ot +Ġо б +as ing +Ġsign ific +ĠC he +Ġê ³ +Ġpos itive +ì £ +Ġw ie +Ġ4 0 +ord ing +ĠFr om +ê µ +Ġbra nd +Ġtr ust +Ġp le +Ġcommun ic +Ġwe ight +Ġask ing +Ġta x +ĠJ apan +ãģ Ł +Ġíķ ĺ +op s +Ï Ĥ +Ġput ting +Ġro ll +ĠAmeric a +re g +ŀ × +at ures +ens ion +ĠS omet +Ġorig inal +p ing +Ġ ÅŁ +Ġproduct s +ãĥ ¼ +Ġcont act +ol ution +Ġgo al +Ġp ow +Ġperform ance +Ġblo od +at ors +ĠM ich +Ġtem per +ĠD an +Ġsu gg +ÑĤ и +Ġim m +Ġoff ice +Ġar ri +Ġcom fort +ĠÐ Ķ +Ġsugg est +Ġpl at +Ĥ ĺ +1 9 +Ġo m +Ġse ven +ĠC ent +ill e +Ġcon cept +Ġb ag +ü n +ive ly +Ġd iv +m os +æ ī +Ġfeel s +Ġ ir +ak es +le y +Ġpartic ip +ĠÐ ļ +f l +j ust +Ġs il +ĠP a +A L +Ġgot ta +Ġf an +Ġchall enge +Ġcompan ies +ĠPe ople +< / +оР· +Ġp en +is ing +Ġa us +em ic +am ente +Ġmeet ing +Ġvis it +Ġsupp osed +ĠOn ce +д а +or ld +3 0 +U S +Ġvi ol +Ġnot ice +ĠÐ IJ +h an +p ed +ì ĺ +h h +Ġtr ou +Ġmin ute +ĠP ar +r ay +Ġt it +Ġup d +Ġblo ck +Ġd ue +a ur +Ġfor ce +Ġcou n +ĠâĢ Ķ +Ġtyp es +ë § +Ġl ate +Ġimpro ve +Ġì Ī +Ġa ve +ul es +c l +am ed +Ġaw esome +ĠO k +Ġv ot +Ġmach ine +Ġfollow ing +Ġme asure +ac ión +u el +ch an +Ġab ility +Ġt out +Ġide as +Ġincre ase +Ġen s +ĠÑ ħ +Ġë ª +Ġj est +ĠÐ ľ +Ġtr uth +h y +Ġsp end +Ġsci ence +et e +Ġ1 4 +Ġepis ode +Ġal g +end ed +ãģ ĵ +ar i +ll a +Ġf ish +Ġthr ow +m it +å ¹ +Ġcir c +ĠC al +Ġt our +Ġdire ction +Ġno ch +еР² +é n +Ġcount ries +Ġindust ry +in y +ic le +Ġfe et +I t +Ġlead ers +et zt +Ġst aff +ç Ķ +Ġpur p +it o +? ! +ĠJ a +Ġst ore +et ic +ĠCh ina +Ġë IJ +ĠUn iversity +Ġ # +Ġdec ision +Ġach ie +Ġact ual +u ly +Ġse ction +Ġresult s +Ġst ar +Ġm ist +ib ly +Ġd ad +Ġnum bers +om b +è ª +ĠS pe +Ġm er +Ġ2 5 +Ġaut om +Ġco ld +Ø ¨ +Ħ ľ +ag er +ĠT V +ĠS ie +ĠH ave +Ġ że +ug g +ain ed +Ġup on +Ġlo g +Ġcomplet e +Ġbra in +ag ing +ĠM us +o ver +Ġeas ier +Ġinte gr +Ġm ás +Ġturn ed +Ġst ri +iv al +Ġhe av +ĠT H +Ġwr iting +ÑĢ а +åľ ¨ +å¤ § +Ġcl a +d ing +Ġtell ing +и д +ic ated +ä» ¥ +ac ht +ãģ Ĥ +h aps +ĠSt e +Ġres ources +Ġd ann +Ġpart y +Ġ ÏĦ +Ġsa f +is es +t re +o int +Ġknow ledge +Ġany more +Ġf ly +Ġma int +и к +å ij +Ġse ll +la ughs +ĠY ork +Ġb ien +Ġo d +Ġeas ily +Ġr ange +Ġo ption +Ø ¹ +Ġapp reci +oc r +Ġdet erm +Ñ Ħ +Ġmean ing +Ġs ite +Ġdis co +ver age +Ġl ose +Ġinst all +Ġem ot +ant ly +ä t +Ġt amb +ĠW ar +ĠH o +ĠG en +em y +еР· +ĠP ol +Ġmess age +Ġnot e +Į Ģ +Ġh et +Ġim medi +Ġav o +Ġbook s +Ġbecom es +res h +è s +as ons +Ġhim self +ut s +Ġj u +Ġaw are +Ġrequ ire +Ġsystem s +ĠH ar +Ġam ong +Ġh om +Ġb reat +Ġwe ird +Ġë ¶ +Î » +Ø © +if f +or ing +Ġplat form +ĠT ake +Ġhelp s +ut ions +Ġfor g +Ġl uck +ĠEng lish +Ġwe b +Ġneg ative +Ġt ut +Ġab ove +ng th +Ġê ±° +Ġst ories +Ġlo ad +Ġback ground +Ġsw itch +g a +Ġprin ci +Ġfin an +Ġvar ious +Ġl Ãł +Ġkind s +ain ing +Ġn ature +ĠÐ ŀ +c z +Ġpr ay +Ġg ar +ir m +Ġ & +Ġì ĥ +n s +ĠR ep +ĠF e +Ġre v +ra nd +Ġlike ly +Ġunderstand ing +ı r +ãģ ĭ +Ġf al +Ġ1 3 +ÑĨ и +Ġsu d +Ġbr other +Ġpl ant +Ġthrough out +w ise +p re +Ġcult ure +ĠÙ ħ +Ġwonder ful +Ġa h +pp er +Ġso ld +Ġstart s +Ġwr itten +Î ¯ +n i +Ġ×Ķ × +ĠD av +Ġu lt +Ġar m +Ġro ck +Ġwe ar +ë į° +an o +ra g +Ġsqu are +ан и +c ast +le br +Ġliter ally +Ġplay ed +Ġhe at +on se +r ict +Ġins p +id s +Ġpop ular +ë ıĦ +Ġc atch +Ġm ount +Ġj ud +Wh at +еР± +R A +a ud +к о +Ġsur face +Ġcon v +Ġpie ces +O h +æ Ģ +Ġst yle +pp ing +Ġread ing +Ġconvers ation +оР¿ +ä¾ Ĩ +ĠAg ain +Ġb ank +t ime +Ñĥ ÑĤ +er ve +ĠG reat +Ġcap t +аР± +ay s +ĠF in +ific ation +Ġä r +а Ñİ +Ġe gg +ĠW el +Ġtar get +ul a +ch es +an i +O O +ic ious +n ow +Ï ĥ +bo ard +Ġg ente +Ġd ro +ĠE t +Ġd in +Ġc os +Ġaut hor +Ø ³ +Ġo ch +Ġem ail +Ġsp irit +Ġs itting +m as +Ġstre ngth +Ġbig ger +ĠW ait +Ġm at +Ġpol ice +ress ed +Ġwait ing +is hing +Ġdoll ars +ho od +s s +Ġimag ine +in i +Ġm es +Ġdis e +id ge +ab or +Ġp et +Ġh op +ĠK ing +Ġcomput er +Ġgo ld +Ġn u +Ġf ing +) , +Ġsec urity +ru ction +Ġsol ution +e xt +Ġp atter +ick en +ure d +Ġstand ard +ìĭ ľ +Ġdou ble +Î · +Ġw ife +is a +Ġdirect ly +ac ed +Ġb unch +Ġ ¿ +ал ÑĮ +Ġreg ard +Ġswe et +Ġun ique +ĠâĻ « +Ġtra in +ĠG erm +Î ¬ +R E +Ġbeh av +Ġpre d +ì ĥ +s et +Ġdescri ption +é e +Ġc at +å ĵ +Ġcoll ege +ì Ľ +Ġapplic ation +ĠS en +as k +Ġc red +ub lic +Ġmultip le +Ġn i +Ġpres ident +Ġadd ed +Ġro b +Ġaqu i +Ġh osp +Ġtool s +Ġg un +Ġbas ic +Ġl ines +Ġst ructure +ĠR uss +Ġtot ally +Ġbig gest +Ġe en +Ġar g +Ġ× ľ +Ġp ark +ĠD es +Ġce lebr +Ġf ait +ен ÑĮ +Ġsu ff +Ġreg ular +¨ ë +Ġm ine +ĠK ore +Ġpre vious +Ġp i +Ġse g +Ġpol icy +Ġк о +ĠTr ump +Ġvac c +ó w +ĠS y +и Ñĩ +it ter +Ġpolit ical +r as +Ġal s +ел ÑĮ +Ġsha pe +an z +Ġon to +Ġar ch +Ġam b +ag ram +ĠS m +ct ions +Ġjo in +b or +å Ľ +Ġfr ame +ł ĩ +Ġcho ice +௠ģ +Ñĥ Ñİ +ĠC or +ĠS w +I T +Ġt end +ĠE ar +Ġto r +Ġev ents +Ġcla im +ĠD a +ĠM ark +Ġgroup s +Ġe ating +ĠW orld +Ġrec ently +Ġtast e +Ġsur v +à ¤ +Ġsk ills +Ġи з +itt ed +Ġsh op +ìĿ ´ì +Ġest ab +ĠëĤ ĺ +Ġsecond s +ĠTh ose +ĠE nt +Ġì Ħ +ers on +Ġto wn +Ġc and +Ġopt ions +Ġ ing +V ID +Ġenc our +Ġr é +âĻ ª +Ġent re +Ġmove ment +ĠB en +Ġbir th +Ġwh e +Ġh ang +ĠE m +ig e +ro ll +Ġun f +ì Ĥ +Ġr id +Ġsp read +Ġh ost +al d +ĠE d +Ġcons um +U N +Ġop in +it ar +ĠM ed +Ġsub ject +Ġp al +Ġcar ry +Ġag ree +ĠWh ile +Ġcare er +Ġsci ent +Ġsud den +Ġf ile +z i +Ġex cept +é º +Ġpot ential +ĠAn other +Ġcomp lex +ĠS im +end o +Ġr ais +Ġphys ical +Ġd ate +ak er +ĠC ol +Ġpower ful +Ġmem ber +ra p +Ġsp ot +Ġs ource +Ġf em +é m +Ġem p +j i +iet y +Ġinf lu +Ġd ry +Ġlo ck +Ġz ero +ĠU h +Ġr out +Ġpor que +Ġ2 4 +Ġt al +Ġfol ks +Ġla unch +Ġcomp on +ĠWel come +Ġk ann +ä n +ĠÑį ÑĤ +e es +ĠÙ Ī +Ġany way +Ġaud ience +äº º +Ġsl ight +on a +Ġu r +Ġrel ig +Ġext rem +ı z +ĠM a +Î ¼ +Ġà ¶ +Ġall ows +Ġf at +ĠF ace +Ġn ational +Ġinter view +ĠM c +é t +Ġc ute +el a +Ġsec ret +ĠW est +ĠD ep +Ġex erc +Ġhist or +Ġpri or +Ġ6 0 +av a +ac her +y ond +ĠH a +Ġest e +in ary +ĠN orth +on st +Ġsm art +am s +ал и +Ġd ar +er ed +Ġfun ny +ĠO b +ĠBl ack +Ġrel ated +ĠB u +Ġsome where +ĠR em +n es +ment e +ĠRe ally +Ġcreat ing +Ġfam il +Ġsoci ety +Ġg el +Ġtrans form +Ä ĥ +Ġinclud e +Ġh ol +l ike +k o +air s +Ġп од +Ġpers pect +Ġb es +Ġparticular ly +Ġshow ing +ĠP art +Ġqu al +lo ck +Ġreal ity +ho ld +ict ion +o on +Ġv ir +ãģ « +it ary +Ġdr ug +Ġfe ature +Ġre asons +Ġ× © +Ġwr ote +Ġf ant +Ġb and +Ù ĥ +en a +ke y +Ġear th +d om +Ġfe atures +Ġflo or +Ġspeak ing +Ġt ip +ĠA ust +Ġst ock +Ġch urch +Ġr ac +ìľ¼ë ¡ľ +ภĻ +ãĤ Į +k y +Ġresp onse +Û Į +ul ations +Ġsl ide +Ġgrad u +ci ous +Ġme ant +Ġ == +Ġ× IJ× +ã ħ +Ġkind a +Ġsc ene +Ġm uit +Ġê° Ģ +r ast +re st +Ġplay ers +w a +Ġbro ad +Ġtom orrow +oc ol +ĠÑģ в +ĠB ar +ı k +Ġse a +Ġrem ove +Ġrem ind +ом Ñĥ +ĠS ince +Ġave c +ce ll +и Ñħ +Ġdoc ument +Ġê·¸ë Ł +Ġne igh +be at +Ġp Ã¥ +Ġas pect +Ġd ed +lish ed +il s +Ġour selves +u ce +Ġhe y +ĠпÑĢ о +ent y +Ġas soci +ad os +um ber +Ġ ] +éĤ £ +no v +Ġì Ļ +Ñĥ Ñĩ +Ġcond ition +ëĬĶ ëį° +Ġval ues +Ġsc en +min ist +Ġc ast +Ġgrow ing +Ġus er +Ġresp ond +l im +é r +y m +çľ ĭ +os es +sy ch +ĠÑĢ аз +Ġappe ar +Ġpro gress +eng th +Ġj ak +ĠD is +Ġpat ients +ĠS er +Ġg as +è re +ìĸ´ì ļĶ +Ġre ci +ìĿ ¸ +Ġs ca +ep end +Ñģ к +аР¿ +Ġb atter +Ġve h +ð Ł +Ġac com +Ġbe at +Ġpain t +Ġcont rib +Ġs ad +Æ ° +al es +Ġt ree +b a +Ġb orn +ic ed +à® ķ +b and +Ġme chan +ĠD et +Ġcap ital +Ġdel iver +Ġfe ar +ŀ ĺ +ĠS outh +Ġb ought +Ġst ress +Ġv or +? ? +i h +ìķ ¼ +Ġer a +ìĿ´ ë +а Ñı +is ions +iv ity +Ġhelp ed +Ġass ist +Ġplay er +r an +Ġimmedi ately +Ġmo ved +c ie +ê ± +Ġann oun +å ¿ +ìŀ IJ +Ġprodu ction +Ġsum mer +Ġt un +Ġprogram s +G H +al ing +ir a +el ess +. ) +Ġa verage +è¦ ģ +Ġgl ass +om an +if ically +Ġëĭ ¤ +ĠC ong +ĠV er +Ġtr ick +Ġbe gan +Ġv ill +ê ±° +h ow +æ Ń +Ġt ill +Ġ9 0 +ber t +Ġê ¸ +Ġtemper ature +à ² +๠Ī +Ġgra ph +Ġê· ¸ +Ġr ot +Ġmo b +A Y +a el +Ġre pe +Ġdev ice +Ġ19 9 +Ġte le +Ġke pt +p a +æ ĸ +ver se +Ġst ream +е Ñĩ +ess ion +Ġstr ugg +z z +Ġdeg ree +Ġhelp ing +Ġsm ell +Ġper haps +p ro +Ġcont ext +Ġi k +Ġп еÑĢ +Ġcal cul +éº ¼ +b ing +Ġreal ize +l am +ĠCh ar +y t +ĠìĿ ´ì +Ġd anger +ĠI m +a a +Ġlo ved +Ġpurp ose +Ġfinish ed +Ġpe ace +Ġo t +Ġglo bal +Ï Ģ +Ġab er +ĸ Ī +Ġcharac ters +Ġn ur +Ġdam age +Ġem er +Ġpre c +ĠW ir +Ġinst it +ij × +Ġallow ed +b on +Ġto d +еР³Ð¾ +Ġj etzt +Ġmed ic +Ġsmall er +ce ed +Ġlevel s +Ġint ell +W e +Ġse m +Ġcurrent ly +Ġmod ern +Ġcont ract +Ġdetail s +ortun ately +O S +Ġst ates +Ġad just +ant age +e z +ĠV ery +Ġsc ale +Ġre lease +Ġf az +Ġ ic +it ude +A C +ĠP at +id en +Ń IJ +Ġpre fer +olog ical +ĠFace book +Ġê° Ļ +Ġ .. +ĠM ake +Ġко ÑĤоÑĢ +ĠDav id +ĠAf ric +Ġmod e +ĠC ity +Ġsh all +ĠÑ Ħ +im in +Ġз а +r om +u a +Ġbe yond +Ġdist rib +к Ñĥ +ĠDo es +Ġv ict +r ate +Ġv ai +Ġsuccess ful +Ġh ous +ah a +est s +ĠE st +Ġdisco ver +Ġthere fore +ch a +Ġc up +Ġpop ulation +ĠI l +s c +Ġsp ent +re l +Ġuse ful +Ġt ab +æ Ŀ +Ġ Å +Ġìł ľ +Ġcon se +Ġqu ant +ay a +Ġb on +åı ¯ +ĠCh in +Ġê² ĥ +ound s +е ÑĪ +ell e +Ġ ice +2 1 +Ġk ick +ä¸ ĭ +Ġstep s +Ġton ight +нÑĭ й +ren ch +. ' +Ġgra b +Ġimp lement +ĠìĪ ĺ +Ġmiss ion +Ġclear ly +Ġappreci ate +è Ģ +Ġf resh +ar m +ĠTw o +Ġex ec +Ġproject s +Ġcommun ities +ri ble +Ġreg ion +Ġfre qu +ro y +Ġhow ever +Ġpart ners +an c +Ġmin im +Ġl at +Ġfamil ies +Ġev idence +Ġp un +ra ft +Ġl oss +Ġma p +Ġany body +Ġchang ing +Ġr ules +Ġorgan ization +Ġess entially +ĠR ed +Ġele ment +æ Ĺ +Ġv irt +r at +Ġpr int +and er +are n +em os +ο Ïħ +Ġcond itions +ab e +Ġd ance +и ÑĢ +Ġd os +о Ñĩ +ĠQ ue +Ġwalk ing +Ġt ro +Ġ id +Ġadd itional +Ġfull y +Ġf ans +Ġadd ition +Ġlik ed +Ġü ber +Ġb ow +d i +Ġm aster +o ff +) : +m ber +Ġë ¬ +å ¯ +åĪ ° +la use +Ġo der +Ġsaf ety +Ġre act +à® ¿ +b t +Ġdis app +Ġgirl s +S t +ĠA ng +Ġfa ith +Ġturn s +Ġt ight +Ġm outh +am i +z er +Ġwe ap +Ġб Ñĥд +Ġhosp ital +ra id +Ġmic ro +ĠSt ate +ĠM ost +ag n +Ġdec ide +Ġpat ient +Ġcor ner +Ġdi ed +N o +ĠSt ud +re nd +em pt +Ġli e +Ġl if +ĠBe fore +t ó +ĠSu per +Ġbe ll +6 0 +Ġpriv ate +ĠPa ul +Ġg ib +Ġag re +´ì Ħľ +Ġs ig +Ġinvest ig +Ñı ÑĤ +en ing +Ġdist ance +Ġwar m +Ġdig ital +å¾ Ī +in er +Ġp and +ĠCO VID +Ð ³Ð¾ +g n +Ġr ace +Ġpr oud +Ġte aching +Ġ ÑĤо +ìŀ ¥ +ĠAll ah +I n +Ġw ood +Ġcol ors +Ġw ird +u j +id ad +Ġcustom ers +Ġconnect ed +Ġlay er +Ġachie ve +Ġperspect ive +ĠC oll +Ù Ĥ +Ġcl oud +!! ! +Ġend ed +łĩ ê²Į +Ġmanage ment +Ġr ich +Ġsub st +Ġrem o +Ġser ve +Ġres ist +Ġthought s +Ġgrow th +ili ar +Ġright s +Ġchar ge +Ġcons ist +Ġwer den +Ġem b +and om +Ġhur t +Ġk an +i as +л о +Ġsh it +Ġbe g +Ġrece ived +it ation +Ġme at +Ġis so +ff ee +Ġfam ous +Ġcomfort able +I L +ĠB ye +èª ª +åĢ ij +oth es +Ġmed ical +Ġenjoy ed +Ġhealth y +Ġw y +c ies +Ġeff ort +Ġdo ctor +Ġmil itary +L AU +Ġg ro +Ġb attle +Ġf ed +Ġcap ac +Ġaf raid +iv il +ĠвÑģ е +Ġl ength +ys is +Ġbe i +¤ í +Ġorgan iz +or g +in c +Ġinter act +ĠChin ese +Ġacc ording +Ġincred ible +Ġkill ed +Ġda ughter +ĠÏ Ģ +Ñĭ в +Ġschool s +Ġ « +ll er +Ġshould n +n al +Ġcr is +Ġch icken +Ġf aster +Ġextrem ely +Ġopp os +Ġn ous +Ġ + +ri a +Ġfinan cial +Ġexc iting +Ġjour ney +×Ļ× Ŀ +ł ë +Ġdis play +Ġmem ory +Ġheav y +н е +Ġpass ed +ÑĢ и +il es +Ġp sych +Ġspec ifically +Ġeng age +Ġl ed +or ge +ĠD em +ord er +Ġ8 0 +Ġcre am +ester day +Ġed ge +Ġп ол +Ġbu ll +Ġind ic +Ġk tó +Ġhope fully +um ents +ag en +н ого +Ġh ate +ch t +8 0 +Ġeff ic +Ġì§ Ģ +Ġintern et +Ġbud get +Ġproper ty +id ay +Ġì ļ +Ġм ож +ol a +Ġshow ed +ĠM on +Ġthous and +A P +Ġpo or +us ed +ĠJ ack +Ġs Ã¥ +ĥ ½ +Ġes c +Ġsoft ware +Ġqu ar +ĠØ ¨ +Ġnecess arily +om en +i y +Ġevent ually +ish ed +Ġbr ight +E D +Ġs pl +Ġdem and +Ġth reat +Ġs ir +Ġrele ased +ck et +ĠâĢ « +Ġrequ ired +Ġv ote +ì ¹ +à® ¤ +Ġdevelop ed +ĠìĤ ¬ +at ory +Ġd ir +ca pe +Ġslight ly +à ¬ +๠ī +re et +Ġdise ase +Ġcour t +Ġitem s +ĠEar th +ÑģÑĤ и +ж е +ì ² +Ġchalleng es +ĠBr it +Ġdesign ed +1 2 +Ġhear ing +Ġlisten ing +z o +ĠÑģ л +ãģ§ ãģĻ +Ġper o +Ġwe aring +pl ic +Ġch em +Ġbal ance +Ġb a +Ġrece ive +im a +Ġsignific ant +Ġм Ñĭ +an ch +ĠC r +ĠC oun +ê¸ Ī +Ġjo bs +Ġoffic ial +Ġper m +om s +Ġopportun ities +Ġover all +Ġh us +od es +Ġn ation +ĠR eg +Ġor d +Ġrest aur +Ġì Ĩ +Ġm el +v in +Ġw enn +Ġk ön +æ ĥ +Ġopin ion +ãĤ Ĥ +è ¬ +ĠSomet imes +ç Ĥ +Ñī е +as c +O U +Ġ20 20 +Ġdel icious +ig er +Ġìķ Ī +o le +Ġhand le +Ġc it +Ġíķ ľ +Ġf ör +o oth +Ġnecess ary +Ġind epend +æ Ħ +ist en +h am +Ġé t +ãĥ ³ +Ġmult i +Ï Į +? ) +Ġcamp us +Ġtop ic +Ġr ain +Ġpan el +ĠS am +Ġlar ger +aud ience +Ġpa id +Ġeconom ic +ol t +Ġstre et +ĠC ont +Ġdri ving +Ġìł Ģ +Ġh ay +Ġprofess ional +ĠIn tern +å ¸ +Ġin put +Ġc ateg +Ġc ro +Ġ ll +E T +Ñĭ й +* * +ĠZ e +B LE +Ġì ¤ +re es +ĠÐ ¯ +ed e +ier t +Ġfo ld +Ġd ur +ĠN ational +Ġìĸ ´ë +an ced +Ġfa ire +ut ed +Ġk ing +Ġw ild +o i +up beat +Ġpre vent +i us +Ġà ¨ +Ġw ide +Ġr ing +Ġtit le +Ġstand ing +Ġal though +Ġh i +Ġsa uce +Ġs ides +Ġanim als +il ing +at ives +ìĹIJ ìĦľ +ĠO ver +Ġdes p +Ġconsider ed +ar ies +i ers +Ġein en +Ġs ister +Ġë ķ +ĠS ure +ãĤ ĭ +ri end +a ign +Ġsh own +Ġs ac +Ġs ont +Ġcent ury +Ġt ien +ĠÎ º +ĠS T +åķ Ĭ +Ġold er +ie m +Ġtr uly +ĠS i +Ġwind ow +iqu es +ar io +æ² Ĵ +Ġloc ation +Î º +Ġì ľ +v i +ag ue +ĠS orry +Ġdis p +Ġhe ll +Ġà ī +Ġtr ade +Ġcrit ical +Ġê ± +Ġn amed +Ġprep ared +ĠH ouse +al u +Ġt ough +Ġtri p +Ġs and +c el +ü z +ĠP ut +Ġap art +is f +v is +Ġli br +a ven +Ġv ie +Ġeffect ive +ภ² +Ġmag n +Ġmuit o +Ġê µ +h al +Ġlim it +Ġn ine +Ġwill ing +ı ÅŁ +s p +еР³ +h i +Ġal t +ĠJ an +Ġorig in +ĠU s +Ġele ments +Ġus es +Ġhelp ful +Ġfl at +Ġfam iliar +ĠP ark +Ġc ore +Ġclos er +Ġact ive +Ġad minist +C E +нÑĭ е +ç Ħ +Ġrel ative +Ġment al +Ġr andom +Ġpart ner +Ġut il +ph one +Ġr ule +w w +Ġìł ķ +Ġsch on +Ġco ffee +H A +Ġconnect ion +Ġun it +la ughing +l og +Ġapp l +л а +us ic +ĠB ra +Ġany where +AU DI +Ġsepar ate +bo x +Ġd ivid +Ġtest ing +Ġs ick +Ġwer en +ä» ĸ +Ġ׾ × +Ġadv antage +Ġtrans fer +' . +Ġë ¹ +Ġfind ing +н ой +Ġì¢ ĭ +Ġfor t +Ġeconom y +Ġl ack +Ġleav ing +Ġd im +å İ +ĠR es +Ø Ń +Ġdiscuss ion +еР¿ +Ġg es +du ct +Ġch ain +Ġus ers +e ch +ÅĤ a +Ġdis h +Ġcare ful +Ġte acher +Ġopt im +Ġfl u +at ically +Ġref lect +Ġtreat ment +e ed +i ÄĻ +à ¹ +à® ¾ +Ġequ ip +Ġplan ning +Ġsol ve +ãģ Ŀ +ĠT om +Ġavo id +Ġp ou +Ġgreat er +l in +O L +ĠL u +ĠM ore +Ġatt ract +ê n +un a +Ġphot o +er ation +Ġplan et +Ġcop y +Ġvis ual +ir ing +Ġintern ational +Ġla ughing +Ġth ick +Ġhold ing +Ġbring ing +Ġlet ter +Ġb urn +Ġeffect s +it é +our s +O T +ê me +ĠSch ool +×ķ× ª +rop ri +l ig +α ι +Ġad ult +Ġsu gar +Ġr ide +Ġhigh light +Ġno body +Ġ2 1 +Ġch at +ĠпÑĢ и +Ġin nov +ung en +Ġatt ach +ed om +å Ĭ +y l +Ġleg al +Ġr ice +Ġcoll abor +k ing +d own +æ Ļ +ãĤ Ĭ +Ġi h +ĠA c +ous ly +Ġr ap +Ġsol id +Ġgener ally +Ġpatter n +al i +à¸ Ń +Ġtrans l +in ter +a ult +Ġë ¨ +Ġexp ress +Ġexam ples +Ġch ose +Ġtell s +ÃŃ s +ain t +ĠT ell +ĠMich ael +æ ¨ +ĠN umber +Ġt ap +Ġexper iment +Ġbenef it +Ġì ° +Ġse qu +Ġexp ensive +Ġgener ation +ĠM any +Ġadd ing +Ġk il +Ġcamp aign +ĠA nt +ra w +omm en +Ġs oul +j o +ĠAct ually +am m +ê² ł +Ġma xim +Ġsal t +Ġc ru +Ġcall ing +ãģ Į +Ġbas is +b an +Ġkeep ing +ĠM or +ed s +ì Ĩ +Ġto do +ам и +н Ñı +Ġli ved +ĠD u +ãĤ ī +å® ¶ +for ce +å¹ ´ +fer ence +al a +Ġocc ur +s k +Ġrec ent +Ġc ars +Ġtrad itional +ent le +² Ī +Ġhel d +Ġn ach +ĠCent er +er en +Ġb in +Ù ģ +Ġcomm e +Ġre ve +Ġìĺ ¤ +Ġexpect ed +ab il +Ġfocus ed +o v +Ġi P +or ial +i ro +Ġet c +am ing +ĠS on +Ġy esterday +Ġstr ate +ĠÑ Ĩ +Ġë ı +p es +Ġactiv ity +Ġadv ice +Ġopen ing +f in +Ġre la +é ĸ +Ġinst ance +ĠEvery one +b l +p en +Ġvis ion +ĠA lex +if orn +Ġt ick +H e +Ġstrate gy +Ġk om +P E +ĠG l +Ġelect ric +1 5 +Ġda ily +Ġhus band +Ġst ation +Ġanal ysis +yn am +Ġatt empt +Ġbill ion +v ant +Ġfor th +Ġm ath +al y +Ġbehav ior +ĠM as +k an +ĠD ay +Ġbl ess +Ġg ut +ĠH igh +o x +Ġd ress +Ġj ed +è ¯ +å ĸ +Ġexperien ces +ist a +Ġfight ing +å · +ĠÑģ к +Ġmost ly +a use +Ġpict ures +ен ÑĤ +Ġm ad +Ġmod els +ÑĪ е +ĠC ount +Å Ħ +ÅĤ o +ep t +O M +ĠA N +Ġtrou ble +4 0 +Ġb ird +ul ate +Ġm ur +Ġprodu ce +Ġmar ried +b it +Ġthe ory +í ĺ +Ġlead er +ĠL ast +A A +è µ +Ġim ages +Ġexp and +ĠP or +Ġpur ch +ĠS an +ĠChrist mas +ĠAust ral +Ġw id +ĠM iss +Ġknow ing +Ġz e +s hip +k u +Ñħ од +ĠInst agram +ĠInd ia +Ġest a +ĠCal iforn +Ġ7 0 +Ġdra g +Ġbr ush +Ġn ames +A nd +Ġy o +ill a +Ġsch ed +Ġdest roy +ye ar +Ġv amos +Ġ ÙĦ +ç a +Ġforg ot +и е +Ġra ise +re me +íķ ´ +ĠG ive +Ġcont ain +ra b +Ġg ift +ĠÑģ п +Ġrequ est +Ġsh ut +Ġdeg rees +Ġbenef its +Ñĭ е +Ġstud ies +Ġend s +Ġevery where +Ġher o +op h +er ry +Ġmaterial s +en ed +N A +å į +Ġmu y +Ġwor se +ä» Ģ +ĠM ad +Ġdec isions +ion e +Ġfore ign +la ughter +i ber +ени Ñı +ãħ ĭ +Ġreal ized +Ġ ign +Ġwe ak +ĠÎ ¼ +Ġsca red +Ġass um +A K +ï ¿ +ï¿ ½ +Ġcover ed +ĠS at +Ġо н +Ġindividual s +Ġcomp ared +1 1 +ĠAd d +ic les +Ġc ert +r ar +Ġbr ief +Ġactiv ities +Ġf ab +b ar +Ġa st +ĠO ther +Ġclass es +Ġo g +Ġmiss ing +ãģ ł +é Ŀ +w ers +× © +Ġintrodu ce +Ġequ ation +ãģ¾ ãģĻ +Ġn om +Ġpain ting +us hing +ĠA P +Ġencour age +Ġsh ip +itt ee +iver se +ot a +n am +ãĥ » +Ġexerc ise +ĠÐ Ń +Ġn as +Ġthous ands +ĠCaliforn ia +Ġs es +Ġr ow +ŀ Ī +Ġpand emic +Ġsk ill +b el +Ġdire ctor +Ġmil k +Ġn ut +Ġmot ion +Ġcl osed +è ¨ +Ġcred it +ah r +Ġche ese +Ġal tern +im ately +Ġs ust +ĠT ra +Ġgl ad +Ġhigh ly +Ġw a +Ġredu ce +Ġb le +ad or +in ated +ion es +ci ent +Ġdep ending +Ġsh aring +Ġca ught +ra el +Ġme hr +Ġpass ion +ç Ľ +Ġr u +Ġfar m +T I +av es +ĠR ob +ĠB ro +Ġmot iv +ret ch +ru pt +ĠB ig +Ġall e +Ġet t +ub s +ĠJapan ese +ĠH all +и ли +AUDI BLE +ç ¬ +Ġcell s +ik a +el ine +il er +Ġì £ +Ġsk y +IN AUDIBLE +end e +ap ter +Ġp in +Ġg ather +h ol +le ction +Ġsy n +Ġpl ug +r ound +Ġun iversity +h ib +Ġfant astic +k n +Ġho le +ĠRem ember +in ct +ak s +C H +Ġbro ken +Ġstr ateg +Ġal ive +Ġt ank +Ġc art +r ated +r ie +ĠSt ep +ĠEvery thing +Ġb ound +Ġso bre +Ġcustom er +¡ Į +ur g +ĠB ill +L a +wh at +Ġre action +Ġs ession +Ġpl ans +ĠìĿ´ë łĩê²Į +Ġdown load +ì Ļ +u er +Ġc ab +Ġinst r +if ying +ĠN ice +Ġteam s +ı l +Ġgo als +is ch +Ġtrans port +Ġanim al +Ġcost s +Ġcall s +Ġse hr +ì Ī +ri an +Ġd ial +Ġwe ather +๠Ģ +Ġв оÑĤ +ĠPl ay +Ġsh ared +Ġsm ooth +ab a +Ġleav es +à® © +Ġconc ent +Ġsh ift +ĠëIJ ĺ +ĠGo vern +Ġdem onst +Ġbut ter +ĠìĹ ¬ +Ġsat isf +Īë ¬ +Ġrecogn ize +ĠF rench +Ġvol ume +ä nd +Ñĥ м +Ġì§ Ħ +ĠKe ep +ow a +ipp ed +ÑģÑĤ ÑĢ +Ġdet ect +ĠÏ ĥ +Ġl ift +Ġcl othes +ĠSt op +à µ +m et +Ġcl in +Ġar r +f riend +Ġst uck +Y e +h and +um a +Ġsc ri +Ġfuck ing +ct ors +× ª +Ġjo ining +Ġc ette +ĠØ £ +ĠWh ite +Ġi hr +Î Ń +ãģ Ń +Ġinclud ed +ess o +Ġac ad +b um +Ġs ab +Ġд лÑı +è¿ Ļ +uf act +ĠRep ublic +r im +Ġye llow +Ġlim ited +T ER +ĠT y +Ġnot es +v est +и з +al ed +Ġph ase +and a +ĠM om +R I +Ġim mer +m al +Ġin j +Ġy ang +ud ible +аР³ +Ġset t +Ġmag ic +Ġens ure +Ġsp ring +Ġsh ock +Ġwhe el +ог да +ãĤ Ī +Ġcan cer +Ġro ot +Ð IJ +gen cy +Ġë į +i i +Ġout put +Ġcomm it +Ġwork ers +ìķĦ ìļĶ +ĠÑģ ам +ve y +Ġpe u +Ġc ivil +is c +Ġbr ings +ÑĢ ав +an ia +Ä ģ +c raft +mb ol +Ġintell ig +b i +ac ing +y ou +Ġbecom ing +ĠD er +em a +å°± æĺ¯ +Ġing red +Ġcomm and +Ġupd ate +Ġpre m +Ġopen ed +Ħ ¤ +ени е +Ġg ard +Ġstat ement +Ġsc rew +Ġpr ote +Ġc ards +Ġt ask +Ġeven ing +Ġst itch +in en +ĠB er +m ark +ĠD ad +Ġе ÑģÑĤÑĮ +Ġ× ŀ× +ìĹ Ī +Ġb an +Ġcl im +Ġfre edom +Ġnorm ally +еÑģ ÑĮ +å ¦ +Ġprov ided +Ġìŀ IJ +ĠìķĦ ëĭĪ +ĠK im +ied er +ìĿ Į +Ġcit iz +Ġb ike +Ġb ak +Ġno ise +Ġcl imate +iz es +å¾ Į +Ġincre asing +ĠTH E +Ġli qu +Ġperson ally +e f +res p +Ġleg s +ind er +Ġp ed +Ġë§ İ +Ġdep end +Ġvar iety +ĠIs rael +Ġwas h +å Ĩ +Ġqu iet +ĠJ ames +ĠJ ew +Ġfore ver +ĠI nt +Ġcoun ter +ur ance +ĠAny way +ca re +ĠOn ly +ci ón +ad i +ĠE v +ëĭĪ ê¹Į +ĠÎ ± +Ġslow ly +Ġо д +Ġnot iced +ier en +Ġfe ll +ĠÐ ij +Ġm ême +Ġwhen ever +! ) +ĠH y +å ¼ +ord s +us ion +ĠSt ar +Ġí ĺ +ĠM ac +ä¸ Ĭ +i ven +Ġìĭ ľ +ĠìĹ Ĩ +ĠT ur +Ġg er +r is +Ġve z +Ġл Ñİ +Ġvers us +ا Ø +ocol ate +Ġplan e +Ġz o +Ġsu it +Th is +Ġn erv +ĠA cc +Ñĥ ж +ìĤ ¬ +n h +em e +Ġa uss +Ġme as +Ġtr ès +Ï ī +Ñģ ли +ĠAr t +ĠSec ond +олÑĮ ко +ch o +it ect +е ÑģÑĤ +Ġb oss +Ġinc ome +ł ¤ +Ġsh ad +Ġapp ropri +ĠM al +op t +Ġart ist +Ġplay s +oth ers +ĠIn ter +Ġvir us +Ġh ung +Ġconst ant +Ġscri pt +Ġsn ow +ul f +k et +Ġdev ices +Ġmet al +ight s +ìĦ ¸ +Ġsal es +Ġve get +Ġcollect ion +Ġv ia +k er +Ġgot ten +O W +i én +Ġacc ur +Ġw ave +ult y +ĠA ir +Ġlead ing +ic ing +Ġcent ral +ĠChrist ian +f r +ĠAl though +Ġsong s +Ġf if +нÑĭ Ñħ +Ġbel ong +oss ible +ì ° +Ġphot os +is l +Ġrela x +s a +US IC +ê · +Ġman ufact +ĠTw itter +Ġdanger ous +Ġhy d +le ar +i ant +ĠâĢ ¦ +Ġsudden ly +Ġla ugh +Ġang le +ĠG ot +Ġwor ried +о е +Ġp ap +ĠM art +en o +Ġbatter y +Ġп оÑģ +Ġlight s +Ġar ms +ĠA bs +m es +âĢ ĵ +use um +Ġte a +ĠM ic +Ġfor mer +ograph y +Ġapplic ations +ĠD ire +çĦ ¶ +Ġfeed back +itch en +yor um +u ed +ig t +Æ° á» +os ition +ĠD el +Ġíķ ĺë +ĠB ack +ad s +Ġpr ime +ì£ ¼ +ì£ ł +× ij +Ġm ut +] . +ĠÐ Ĺ +lo c +k in +Ġexper t +Ġal right +ung s +Ġsupp ly +Ġleaders hip +ĠF ra +Ġtyp ically +Ġs el +Ġtre es +Ġ2 2 +h ar +Ġwor st +Ġbus y +ant o +ĠU p +ĠB as +Ġpresent ation +Ġstr ange +Ġth in +ÑĤ е +Ġveh icle +Ġд о +cell ent +7 0 +Ġt ired +Ġcris is +Ġt iny +as y +Ġr an +é ĩ +Ġfor ces +Ġо Ñĩ +Ġident ify +Ġass ess +иÑĤ е +S E +Ġcreat ive +ç Ł +Ġdep artment +Ġinit ial +æĪij åĢij +ĠD am +ak t +v ere +Ġinf ect +Ġp ump +Ạ¡ +Ġv iel +Ġr are +Ġd ot +ash ion +em pl +Ġf lex +Ġk on +Ġtr uck +Ġle ct +Ġpl astic +la w +Ġlik es +Ġr ough +ĠM AT +í ŀĪ +Ġcomm er +Ġas se +Ġc ake +Ġact ions +Ġad m +Ġother wise +ĠHe alth +Ġcoll e +à¹Ģ ภ+Ġr ub +å¾ Ĺ +æ Ķ +Ġsc r +Ġz um +ĠH im +Ġch amp +Ġconcern ed +Ġ5 00 +Ġpl ate +ĠO ut +Ġdon c +Ġequip ment +Ġta ught +ll ed +Ġí Ļ +iv a +Ġmot or + » +Ġgu ide +å ī +Ġstop ped +Ġr at +Ġlab or +Ġa im +Ġprep are +ĠÑ Ī +Ġshoot ing +ann ed +cri pt +Ġen emy +Ġdep ends +Ġn av +Ġb er +Ġland s +Ġun ivers +i u +Ġfact or +ok ing +Ġcar bon +b ut +ĠL ove +el d +ĠÎ µ +Ġg a +Ġé s +Ġbre ad +Ġvol t +í Ĭ +Ġwas te +Ġkeep s +æī Ģ +Ġst or +Ġhon or +Ġun less +Ġcol um +Ġë ĮĢ +Ġpl ants +Ye ah +Ġinclud es +ä¸ Ń +Ġo x +Ġpe ut +ë§ Į +ìĥ ģ +ist ry +ภ± +ĠDep artment +ant a +Ġfing er +Ġst retch +Ġsy mbol +Ġneigh bor +æ ¬ +ê° Ħ +~ ~ +ĠÑĤ Ñĭ +ĠA ber +k es +Ġmass ive +ĠC H +ĠS al +× ł +ãĤ Ĵ +Ġd ynam +ach e +ĠP re +Ġmon itor +ent ed +E O +Ġrais ed +ist ics +Ú © +Ġv ou +it en +¡ ° +Ġbusiness es +Ġe arn +Ġmob ile +id ade +Ġha be +y r +l ict +Ġcon duct +Ġfed eral +Ġw o +b u +Ġn one +Ġteach ers +ĠاÙĦ Ø +éģ ĵ +id ents +ا ÙĦ +Ġtre nd +еР¶ +Ġal bum +Ġm ich +b ased +ภµ +Ġtrans ition +Ġн о +õ es +h ost +ed y +ĠPro f +p an +ij n +Ġcapac ity +und o +Ġ× ij× +Ġbreat h +Ġм ен +Ġm ü +í Ļ +ĠA ut +hing ton +Ġn or +Ġg ain +po int +Y es +ĠØ ª +ĠN a +Ã¥ r +Ġi ç +ĠM ary +Ġsp in +Ġant i +åIJ § +Ġsome how +Ġlaw s +Ġmom ents +Ġg re +Ġmo ves +ĠW ould +Ġpred ict +Ġv ra +Ġ201 9 +¶ Ħ +Ġfund ament +2 5 +Ġp ure +Ġw ow +Ġis land +Ġinvest ment +Ġb ath +ĠY a +Ġhard er +Ġt ips +å Ĺ +Ġelect ron +ĠB ob +Ġb ond +od ies +ĠA ug +Ġgib t +Ġch air +Ġtw ice +w ood +Ġcl ar +Ġmas k +Ġhonest ly +Ġ201 8 +t ies +' , +Ġp ens +Ġsurpr ised +Ġcommunic ation +ãģ£ ãģ¦ +Ġsp r +Ġwh ose +Ġst ars +× IJ× +ĠâĢ ĭ +Ġproper ly +Ġg rew +os ing +Ġdi vers +A D +Ġem pt +Ġexp ression +Ạ¿ +ĠP al +ãģ Ĭ +Ġjust ice +Ġp air +w o +Ġse at +or ter +Ġlink s +ĠM er +Ġre nd +но е +up id +ĠH el +ĠM arch +ĠL o +Ñģ ÑĮ +Ġhas n +Ġev alu +ãģ ı +å¤ © +il os +Ġfund ing +Ġv en +u an +ĠM aster +ĠO l +ĠF re +Ġy ap +ĠS ir +s ch +Ġmist ake +am an +Ġdin ner +ĠWas hington +Ġorganiz ations +Ġж е +av ing +Ġv ÃŃ +Ġbirth day +Ġbe ar +ĠÙ ģ +Ġaff ord +Ġre ven +Ġrelationship s +r ough +ĠT ime +Ġt ag +ĠS un +u ary +ĠP o +c ar +ab ilities +Ġpr ison +Ġl ic +ìł ķ +id den +Ġspec ies +é » +Ġf irm +Ġsc ore +Ġd it +Ġspe ct +Ġp el +Ġcompl icated +æ¨ £ +Ġr ank +Ġoppos ite +Ġpick ed +Ġк он +el er +Ġm ig +ĠS l +ĠN et +Ġne ck +ĠFr ance +Ġtechn ical +ภ¡ +Ġmil es +Ġprim ary +Ġse in +s es +Ġla ughs +b ra +ÅĽ ci +ri age +Ġn ic +et ers +Ġà ª +olog ies +ĠI S +r ad +ud o +ı nd +m ar +Ġex ch +Ġcompet ition +Ġauss i +ĠS erv +Ġre nt +Ġch ocolate +Ġw ieder +Ġnear ly +Ġspe ech +Ġun c +Ġpar am +ĠBrit ish +Ġrem ain +ภģ +ur t +ĠØ ¹ +Ġcr ack +ail s +Ġprom ise +Ġpay ing +i ÃŁ +Ġad apt +ал а +Ġmov ies +Ġw ire +Ł ¬ +æľ ĥ +Ġter rible +Ġs ó +Ġperfect ly +åij ¢ +ord in +Ġj á +Ġimp ossible +ĠTh ree +Ġn h +Ġtur ning +r um +ĠB el +ig g +Ġrespons ible +и й +Ġincred ibly +w i +ian o +Ġhum ans +Ġà ĩ +Ġsetting s +Ġj oy +o ot +Ġdeal ing +ill ed +Ġsur round +Ġfollow ed +Ġposs ibly +Ġinit i +st en +Ġpr os +Ġcand id +Ġass ign +Ġviol ence +W ell +Ġr ise +P S +Ġtamb ém +Ġë ĵ¤ +i ance +y an +Ġaud io +ĠB et +ĠAmeric ans +ĠAs s +is chen +ìŀ ħ +Ġult imately +Ġpol ic +Ġmajor ity +éĢĻ åĢĭ +ĠFin ally +er ap +Ġgu ard +ĠMAT T +Ġbr own +м и +Ġch a +ĠHo ly +Ġnerv ous +ipp ing +ÄĻ d +ĠS a +ĵ ľë +¶ Ģ +l ie +çľ Ł +Ġn uc +ĠA pr +é Ľ +ĠKore a +eg o +ĠCan ada +Ġkön nen +Ġcomp ar +Ġg anz +ĠM ais +Ġthem e +Ġk i +Ġdraw ing +az on +ĠO ff +t t +ĠW ind +Ġtod os +Ġob vious +на Ñı +I M +ĠÐ ł +we ll +Ġbl ow +Ġho ok +Ġcir cle +Ġë³ ´ +Ġarch itect +ĠK r +Ġc ó +Ġprotect ion +eg a +å ĩ +Ġwatch ed +Ġans wers +Ġdi et +iv o +Ġpow der +Ġyour s +Ġhigh est +çĤ º +F F +å º +Ġbo ys +ö yle +Ġl unch +è¬ Ŀ +ĠI I +Ġset s +Ġmo le +Û ģ +Ġwin ter +Ġluck y +Ġrespons ibility +Ġsign al +Ġwond ering +Ġa x +Ġcook ing +ов оÑĢ +le g +Ġп оÑĤ +Ġsurpr ise +Ġdem ocr +Ġlo op +Ġj ag +Ġcur ious +Ġmarket ing +Ð Ŀ +ar on +ĠApp le +Ġvirt ual +Ġ19 8 +no on +ĠM et +оÑģ ÑĤо +об Ñĭ +it u +ĠA w +Ġbu ying +Ġrestaur ant +ĠB ud +Ġdou bt +Ġgr ant +Ġver d +Ġc ash +Ġfac ulty +Th at +ĠE in +å¤ ļ +Ġw ed +it ness +ĠM ag +n el +Ġn arr +Ġacc ident +Ġmed ium +em ents +Ġcr ow +n ight +ìĿ ¼ +ä¹ Ł +Ġlibr ary +аÑİ ÑĤ +Ġtamb ién +Ġrefer ence +Ġfour th +h ouse +v ention +Ġfill ed +ĠC our +ib r +Ġn g +Ġdevelop ing +Ġprov ides +Ġpo ll +Ġtra ffic +arent ly +à® Ł +Ġform s +Ġcl ient +Ġg entle +Ġmus s +ĠCong ress +ĠInd ian +ce an +Ġp il +Ġc zy +st ood +ut y +Ġn ä +Ġsp ending +Ġconst ruction +ina udible +Ġë§ Ī +Īë¬ ´ +Ġìĥ Ŀ +om a +os en +ag o +Ġlar gest +ãħĭ ãħĭ +Ġun iverse +b es +os a +Ġе го +Ġd ude +ĠM AR +Ġind eed +ε ι +Ġman aged +ĠSh ould +S o +Ġappl ied +Ġfair ly +ĠD en +Ġanal y +Ġconst antly +Ñģ п +H ow +ĠS ay +en cies +ĠP C +Ġegg s +à® ° +Ġet h +ĠEnt ão +in ar +i ot +Ġc z +ĠEurope an +ãģ Ī +ĠA M +Ġc á +Ġrad io +§ Į +Ġh ide +ä» Ĭ +ĠSt art +Ġcl ub +ĠH ope +Ġeff orts +lus ion +Ġc ities +h one +Ġreach ed +Ġgu id +ro id +Ġhar m +Ġcut ting +Ġb ul +1 8 +i est +ĠMe x +Ġ iron +çŁ ¥ +Ġafter noon +Ġha ll +Ġpr zy +Ġg osh +Ġinflu ence +Ġв ид +Ġincre ased +ĠMin ister +Ġdis ci +ĠP eter +Ġver t +Ġmen u +Ġse lling +ur ally +Ġqu ote +Ġ ¡ +Ġcontin ues +mp re +ĠÅŁ ey +it ution +Ġна Ñģ +c les +ĠGerm an +c zy +ĠÐ £ +B e +Ġk itchen +ĠT ry +i pe +Ġic on +ar p +Ġprov iding +ĠTr ans +Ġtechn ique +Ġh är +Ġinf rast +Ġsus p +ü ck +ic ip +ĠÐ ķ +Ġc in +ìĸ ´ë +Ġpr z +Ġcompon ent +Ġby e +ĠB ible +iz er +C h +Ġsol utions +Ġaccom pl +Ġ201 6 +I E +ĠT a +Ġass ume +Ġliqu id +Ġë¨ ¹ +Ġquar ter +Ġfem ale +ĠTh ink +Ġstat us +it ute +Ġco ach +Ġre in +Ġcomb ination +è · +ĠT er +Ġobject s +Ġdist rict +Ġmake up +Ġmur der +w as +f en +Ġbow l +Ġpub lished +Ġsp orts +ãģ ¡ +Ġident ity +Ġseem ed +Ġact ing +л Ñİ +ri x +Ġup load +Ġh ast +Ġbo at +ĠM od +ri o +Ġ = +Ġcy cle +¯ ¸ +Ġl oud +ust ed +com ing +Ġ201 7 +Ġon t +Ġleg isl +Ġst ruct +ĠSomet hing +Ġconf lict +Ġu pper +Ġman ager +Ġm ort +Ġf ra +ĠÄ ° +ĠM ike +ĠW ork +Ġn ó +ph ere +ĠìĤ ¬ë +ĠL and +Ġfil ter +Ġprom ot +æ ° +æĻ Ĥ +ķ ¼ +Ġrecord ing +× Ŀ +Ġassoci ated +Ġf uel +und er +Ġele ction +Ġemploy ees +ĠCom p +ÑĢÑĥ г +ĠW o +ro l +Ġsa ved +ĠH on +ĠV i +åĪ Ĩ +ac a +p ret +Ġw et +Ġst upid +Ġl ad +Ġf est +Ġw ake +Ġи н +Ġgreat est +ĠJ im +Ġserious ly +Ġì ¹ +Ġfeel ings +Ġ3 00 +i ation +Ġbeaut y +Ġìŀ ĺ +Ġs an +ĵ ł +Ġ- ( +Ġcons cious +Ġд ел +b ye +ç Ļ +M an +Ġlet s +Ġsho es +y d +ä¹ Ī +Ġdisapp e +ĠCount y +ĠSc ott +Ġbut t +Ġaqu ÃŃ +Ġconf ig +resp ond +LAU GH +© ëĭĪëĭ¤ +Ġdivid ed +Ġac qu +Ġz one +Ġk omm +a ção +ì§ ľ +c ut +Ġ2 3 +Ġmaxim um +ro g +Ġrun s +Ġcompon ents +Ġarri ved +Ġconf ident +ÑĢ ов +Ġhe ight +Ġpro ced +E M +ĠÐŃ ÑĤо +ĠM en +Ġtalk s +Ġconf idence +ĠChr is +Ġlead s +Ġn ose +f all +b b +ĠNot hing +is er +Ġindepend ent +Ġmin or +Ġsy m +l en +ci ence +Ġf ashion +Ġsex ual +Ġb un +h ere +Ġso il +Ġdies e +Ġsh ap +Ġempt y +Ġjour nal +ag on +ĠThe ir +Ġweek end +ÃŃ t +Ġer ror +Ġn ar +à ¸ +è © +an cy +Ġìķ Ĭ +Ġfore st +Ġha cer +Ġmiss ed +ãģ ķ +åı¯ 以 +Ġev il +Ġstor age +Ġsing ing +in ha +Ġkn ock +Ġimp ress +ĠоÑĩ енÑĮ +ĠGo ld +ĠS ur +ĠP ort +åİ » +ĠL ond +Ġfaz er +ot y +ot o +Ġan x +ĠWill iam +Ġexist ing +pl ace +ĠC D +Î ³ +ĠColl ege +l or +ĠE ast +s en +f ach +o ft +Ġexperien ced +Ġlo ves +im m +Ġpo ly +Ġes se +ì ¤ +ĠG rand +è § +ch er +Ġvict im +ĠG es +л ÑĮ +v ision +Ġt all +Ġl ens +Ġз на +ĠB oth +Ġì ² +Ġsust ain +Ġarg ument +Ġfact ors +Ġautom atically +Ġfr uit +Ġli ber +Ġa le +ĠP ress +ĠB a +ĠÐ ³Ð¾ +Ġhundred s +th at +ĠR ich +Ġreci pe +ĠI T +è ĩ +Ạ¥ +Ġdescri be +Ġdri ver +ĠO ct +ĠM at +д е +Ġme al +Ġlat est +Ġth erap +Ġcomp are +ĠAm azon +Ġì¢ Ģ +ĠRuss ia +Ġstr ing +Ġk a +ĠComm un +Ġd ia +I s +Ġmill ions +Ġcor por +Ġcor respond +Ġfix ed +ĠJo e +Ù İ +Ġview s +Ġr iver +Ġstud io +ig ger +Ġfl avor +Ġpres ence +Ġun its +Ġsa ving +av our +Ġp esso +or ith +Ġh ers +ĠN at +as ion +ĠFr ank +о ÑĪ +ÅĤ y +í Ħ +Ġein em +Ġfun ctions +um an +Ġn orth +Ġìł Ħ +Ġhor se +v id +Ġple asure +а ÑĪ +é es +ind a +Ġt ail +Ġexpl ore +S T +Ġcommer cial +ĠD uring +ar l +] : +f it +Ġr ates +æ ³ +M USIC +Ġhous ing +Ġein er +Ġsitu ations +æ ĭ +Ġdec re +Ġappropri ate +ен но +% . +Ġb ac +Ġw at +ens ity +ä h +kn own +it z +Ġemot ional +erv ation +Ġbl ind +1 6 +í ĥ +大 家 +Ġjo ined +Ġloc ated +ĠÑģ м +ad as +ber g +Ġd ess +Ġde ar +ed en +c os +Ġad opt +1 00 +ow e +ĠChe ck +ism o +Ġsim pl +Ġang ry +Ġмен Ñı +ĠC am +Ġp ad +Ġatt end +Ġsam ple +æĹ ¥ +Ġì Ľ +ĠI N +ul ous +ĠS ar +ĠSh ow +Ġinfrast ructure +ĠAug ust +Ġless on +Ġn iet +æ İ +Ġfo i +Ġbro ke +t r +ç ķ +Ġ4 5 +Ġg ew +Ñĥ п +at i +Ġmaint ain +Ġart ists +ing er +æĿ ¥ +er ved +I A +Ġequ als +Ġoper ation +ill y +ĠëĤ ´ +Ġcrow d +Ġintern al +Ġtest s +ĠR ock +ĠC ons +ĠëĦ Ī무 +w ar +Ġs ou +Ġch art +ĠJ une +ĠApr il +g ent +Ġv ent +Ġqu and +ĠKore an +im o +ç ī +id ers +Ġmount ain +ÑģÑĤ ав +æľ Ī +ij k +Ġdiscover ed +ĠS und +ĠS il +Ġso lo + ´ +Ġsch ol +ĠE ach +ç µ +Ġb are +Ġí Į +ĠvÃŃ de +Ġingred ients +ĠIt s +Ŀ¼ ê³ł +Ġì Ĭ +Ï į +ĠLe e +Ġsc ary +Ġprinci p +Ġspirit ual +ì ħ +ĠH old +æ²Ĵ æľī +Ġdef ine +ĠL es +ĠN or +ĠE nd +Ġbl og +ĠG reen +аеÑĤ ÑģÑı +p art +el es +äº ĭ +ĠUnd er +Ġpart e +Ġ3 5 +Ġse ctor +ĠS ept +Ġaut h +à® ® +om in +Ġcl ients +Ġc i +ĠFr iday +er as +Ġtw e +ul ated +Ġcult ural +ĠÑģв о +Ġëį Ķ +Ġà º +Ġpar ce +à® ² +Ġtrad ition +Ġjud ge +ĠGen eral +Ġdeterm ine +ĠIs n +ĠP L +ne ath +Ġmatter s +íķ ´ì +! ] +а Ñħ +Ġpo ol +Ġvari able +Ġvacc ine +Ġcaus ed +Ġw est +ĠY ep +f ast +Ġph ilos +hor a +Ġcontinu ed +Ġunf ortunately +ãģ į +æ ķ +Ġfl ight +Ġw rap +Ġhu h +ĠAbs olutely +Ġp ink +Ġrem ains +Ġn é +Ġf le +ĠS ol +Ġlos ing +Ġalg orith +Ġrequ ires +Ġfound ation +ĠB ur +Ġprofess ion +ĠM id +Ġë ŃIJ +c an +ĠM il +Ġyoung er +Ġappe ars +ter m +íķĺ ê³ł +ac le +ĠLond on +Ġengine ering +ภ¢ +Ġadv ent +ìĦ¸ ìļĶ +Ġê¸ ° +ĠM aj +ÑĢ ем +ing u +ĠU K +u ro +s pe +Ġt ent +Ġreport ed +ĠA L +H ey +Ġë§ IJ +Ġd ent +ĠAustral ia +ĠJan uary +³ ´ +ag ues +ars h +r ig +Ġtien e +ภ£ +Î ® +Ġmach en +un te +Ñĥ Ñģ +Ġelect r +Ġtut orial +Ġpl aced +ĠìĿ´ ê±° +ĠCoun cil +í ĸĪ +°ë ¦¬ +ah ren +Ġê·¸ë ŀĺ +Ġpro ve +f ol +Ġqu er +Ġche ap +ĠF ather +ĠP ower +ĵ ľ +Ġpur s +Ġes p +ĠB re +ê¸ °ë +om as +æĥ ³ +ил ÑĮ +Ġge ht +os ter +ê³ ¼ +Ġfil es +ĠÐ § +be ll +Ġwh om +Ġë ĺ +Ġex cellent +Ġdat ab +Ġg ö +Ġì§Ħ ì§ľ +Ġbelie f +j et +Ġj ack +Ġsw im +ri al +um in +a uc +Ġso ll +Ġess ential +íķĺ ëĬĶ +Ġev ol +cha ft +ain e +th let +Ġinc or +Ġreport s +Ġdefin ition +ke l +Ġcirc um +Ġprodu ced +Ġ× Ľ +ant ic +n et +Ġa ward +Ġd urch +Ġtrans p +Ġm ale +¦ ¬ë +Ġmo on +ĠGe orge +Ġfly ing +i ó +Ġs ources +Ġpl enty +ĠDem ocr +R O +Ġ 00 +Ġsec ure +ĠB ir +ra in +Ġz ur +Ġeffic ient +Ġrepe at +Ġmethod s +Ġcal m +Ġdiscuss ed +ĠìŀĪ ëĬĶ +Ġser ver +an ie +ĠInst ead +Ġide al +Ġcon ven +Ġhop ing +ĠT or +Ġdep th +Ġhe aven +EN CE +Ġhab it +gr ad +Ġfl ag +Ġin e +Ġk h +ĠL I +Ġfac ing +ĠA U +ĠT im +Ġg em +ĠJ ul +Ġel a +iz za +Ġfe llow +Ġqu el +Ġsp oke +Ġcitiz ens +u ge +é ĥ½ +Ġp ages +Ġf asc +Ġrelig ious +at en +Ġch apter +ĠV al +Ġcons ult +ĠM ill +g l +op er +Ġinf in +Ġmar riage +Ġmedic ine +Ġд в +Ġdog s +Ġinstr ument +ĠEx act +á n +Ġ20 21 +Ġf er +Ġwe alth +Ġgr ade +Ñĭ Ñħ +Ġcr ime +Ġth read +Ġess a +Ġw ine +co hol +ph a +ภĩ +og ue +Ġins urance +arr ator +ĠSept ember +Ġv id +ĠSp irit +Ġg est +ĠRuss ian +Ġproper ties +Ġart icle +Ġunder neath +y er +Ġjo int +Ġrelative ly +Ġin ch +Ġdesp ite +ĠG ree +Ġclass ic +Ġsupport ing +Ġinst ruct +lus ive +Ġdi agn +æ Ĭ +Ġadminist ration +аб оÑĤ +ĠO pen +æīĢ 以 +Ġп ок +Ġdoll ar +Ġconse qu +o ber +ĠGerm any +Ġter r +ĠQ U +ĠÐ ĵ +ç ¾ +Ġstrong er +É Ļ +ĠÙ Ĭ +ĠiP hone +Ġfab ric +ü h +Ġen em +æ ¯ +Ġsub t +E E +ond e +Ġcre w +Ġremo ved +Ġl ady +Ġpot entially +ĠÐĿ о +y al +Ġsym pt +Ġar my +Ġintrodu ced +t es +Ġaspect s +1 4 +ĠL ou +Ġ ) +Ġde ploy +p et +Ġh an +ĠW atch +Ġweap ons +Ġph en +Ġreg ister +Ġein fach +Ġsp ort +Ġbr idge +Ġin ner +Ġminim um +Ġw itness +Ġes o +Ġvill age +Ġown er +¦¬ ê³ł +Ġsc ream +il ed +Ġp itch +b ru +Ġadv ance +ä¸į æĺ¯ +Ġsupp ose +ĠAt t +еÑĤ ÑģÑı +Ġdiffer ences +ak ed +Ġinter pret +à ¦ +iend o +Ġabs ol +ĠбÑĥд еÑĤ +Ġë ² +Ġtri al +Ġthink s +ly ing +cept ion +ĠAfric an +Ġchem ical +Ġta pe +Ġconvers ations +Ġdistrib ution +t i +ĠA I +Ġfl ash +Ġunder stood +ĠGovern ment +å° ı +! ? +ĠS k +ê± °ë +ri er +T S +ĠAcc ording +Ñİ ÑĤ +Ġsp ons +ÑĤ обÑĭ +Ġval u +ere m +icht ig +Ġresist ance +ĠG al +ger y +Ġbeg ins +Ġadv anced +Ġrele vant +Ġpolit ics +ĠF am +Ġç ok +ĠN ever +ill ing +Ġfoot ball +и и +ĠI D +ĠAfric a +Ġfing ers +Ġб олÑĮ +Ġà ¡ +Ġcl ip +ĠL at +ãĤ Ħ +Ġì§Ģ ê¸Ī +es se +Ġvo or +Ġas ide +æ ŀ +Ġto ward +Ġb at +Ġval id +ĠM ens +Ġcomplet ed +ı ÄŁ +Ġpod cast +ĠB on +Û Ĵ +ĠJ uly +il a +Ġpack age +Ġpull ed +ch ar +ĠM el +o is +Ġs outh +Ġë Ķ +Ġimport ance +Ġp ushing +Ġis ol +Ġstand s +c ill +ä ¼ +Ġ ðŁ +or i +ê° ģ +Ġhom es +Ġconcern s +Ġb iz +å ½ +b ie +Ġb is +Ġge ar +ĠM S +Ġh un +ĠM att +Ạ£ +se y +ĠSec ret +Ġod d +ĠM ax +oll y +f ord +ĠS H +Ġrepl ace +Ġnav ig +Ġin i +и Ñı +Ġgi ant +Ġma nd +ĠH app +TI ON +g un +iam o +ìŀħ ëĭĪëĭ¤ +Ġg ap +Ġê tre +Ġclass room +Ġhy p +ak i +è ® +is ters +ack s +ĠÑģ о +Ġb ug +Ġgra v +am in +Ġevery day +Ġì ¡° +Ġgard en +ce mber +Ġest o +åĹ İ +Ø ¬ +Ł ° +å ģ +Ġr om +Ġìłľ ê°Ģ +Ġfall ing +Ġfa ult +ell y +Ġch est +Ġл и +Ġpot ato +Ġbuild ings +Ġoper ating +Ġp are +w r +D on +ĠF our +Ġv ul +Ġl á +Ġfr ust +ĠD ann +ol es +ny a +Ġì ¶ +ĠÑĢ аÑģ +× Ľ +Ġa ÃŃ +w ord +Ġweap on +Ġob t +ĠF all +ĠSte ve +Ġmix ed +Ġp ode +ĠA S +ĠL eg +Ġdes c +Ġspl it +Ġemer gency +ĠS ing +Ġprof it +Ġtyp ical +ĠDon c +Ġannoun ce +ĠTe x +Ġsac r +tern al +Ġcomm ittee +ig o +Ġdi am +ph as +Ġdef e +ĠProf ess +Ġdec l +Ñĥ ÑĢ +2 2 +ol f +ĠM ond +u y +Ġa y +Ġl em +Ġlove ly +ĠC ould +Ġgu ar +H H +Ġcare fully +ĠL isten +Ġк ÑĢ +Ġyou th +ĠThere fore +Ġdream s +ĠJe ff +? ] +Ġë Ī +D A +Ġb odies +au x +Ġtechn iques +Ġmechan ism +× ĵ +Ġо ни +Ġdes ire +à ® +ĠV o +qu es +ĠÑĥ же +ĠWho a +ĠG ame +Ġh al +an ish +Ġpract ices +5 00 +Ġsort s +up s +ate ful +Ġhers elf +Ġgu itar +Ġprop os +Ġsit es +Ġbe ach +Ġ× ¢ +ç¬ ¬ +н Ñĥ +Ġdr am +ĠNo ve +V E +r ant +Ġpl ot +ĠìŬ 기 +ĠC a +Ġestab lished +Ġ201 5 +Ġinsp ired +Ġannoun ced +ä¸ ª +ĠÑĤ ÑĢ +Ġ2 6 +Ġv oy +Ġte ch +ìł ģ +Ġprocess es +ont o +ĠP an +Ġrap id +ist an +Ġ19 7 +Ġrelig ion +Ġ2 8 +Ġsm ile +Ġb ab +Ġ Ú© +ĠV ir +Ġsched ule +Ġexec ut +Ġpr on +Ñ į +ĠÐĿ Ñĥ +m usic +ìĽ IJ +Ġg an +ìĭ ł +Ġdef ault +Ġbe m +Ù ī +Ġfor ced +ĠOb viously +Ġst one +Ġt ie +Ġdrink ing +Ġser ved +C ause +Ġcon ference +ĠExact ly +ãĥ Ī +ł ľ +ìĻ Ģ +ĠR a +Ġf ake +Ġdif f +ãģ © +Ġchalleng ing +Ġì¤ ij +Ï ĩ +ä»Ģ 麼 +Ġintellig ence +re te +Ġstud ying +Ġapp oint +Ġt an +Ġи м +Ġcur ve +ĠTe am +ĠA z +Ġз д +ĠMus ic +f ield +ir ation +Ġfail ed +Ġno vel +Ġdifferent ly +Ġes cape +ĠY o +ĠOct ober +ı yor +Ġdescri bed +Ġcon vert +ac ement +Ġhot el +is ation +Ġsu is +ãģ ij +å ŃIJ +æĢ İ +Ġwalk ed +2 00 +Ġneighbor hood +is p +ĠL os +Ġh idden +Ġ2 7 +л е +Ġph r +ĠIs land +ĠSt reet +end a +hip s +os ure +Ġdefin ed +ภ§ +Ġv ida +Ġlab el +ĠEvery body +Ġjo ke +ia o +ا ÙĨ +Ġa thlet +... " +ĠF ire +D o +Ġdef ense +Ġent ertain +á t +Ġpolic ies +Ġal cohol +ĠEng ine +Ġg al +ĠJ ud +Ġvol unte +ick s +et a +ag t +Ġ× ķ +Ġm ö +1 3 +Ġenc oun +Ġe h +Ġor ange +Ġabs or +Ġsp aces +ĠNove mber +êµ ¬ +i at +Ġt am +ck now +Ġst orm +ĠDire ctor +Ġpre gn +ĠìĿ ¼ +Ġо п +Ġres ource +Ġb ard +ne w +ĠDe cember +u its +Ġwe il +Ġconst ruct +s i +n ic +Ġfl our +Ġrest rict +ü t +Ġentire ly +Ġbreak ing +ent lich +Ġtw enty +Ġcaus es +Ġele v +ĠS pr +ĠIntern et +Ġk iss +Ġoper ations +s zy +Ġë Ĭ +Ġscient ists +Ġgr own +Ġown ers +out s +Ġcour ses +Ġus ual +Ġin n +Ġtrans m +ñ o +Ġnu est +к ов +Ġcateg ory +ĠL ife +ĠPl us +Ġat mos +wh ile +Ġrecord s +Ġde ÄŁ +ëĭ¤ ê³ł +ĠìĤ¬ë ŀ +Ġrequire ments +in n +Ġimm ig +Ġdeep er +ç ´ +Ġapp s +Ġcolle agues +ż y +Ġoff ers +Ġt á +Ġcolum n +la ud +I R +ĠM s +Ġexch ange +l as +ĠL aw +ĠJ on +is se +ro gen +Ġmo i +× Ĺ +Ġs ending +Ġhe llo +е е +ÅĽ Äĩ +Ġsuc ceed +Ġsuff ering +Ġad vert +Ġì£ ¼ +çŁ¥ éģĵ +Ġrec o +ın ı +Ġк ом +all ey +Ġfail ure +ie j +Ġëķ Į +Ġdrug s +Ġcu ando +Ġìĸ´ë ĸ +ĠAb out +Ġqu ando +9 0 +ĠF ed +1 7 +S h +in ho +ĠSund ay +ĠPh il +Ġacad emic +ĠIn c +Ġmaint en +åĩ º +Ġre ward +er d +Ġcomm itted +ìĬ ¤ +г ÑĢ +Ġstand ards +Ġk al +Ġint ention +ĠZ h +Ġa cknow +ä ¿ +Ġ== = +og y +å § +Ġfilm s +is k +Ġte eth +Ġstrugg le +r d +u en +Ġdis s +ĠD ar +am y +Ġenem ies +Ġve loc +ĠC all +um bs +иÑĤ елÑĮ +Ġo cean +é d +ìļ ° +Ġtre m +ient o +еÑĪ ÑĮ +ffic ient +Ġbott le +Ġinstit ution +est y +ĠH an +h ab +ëĬ ĺ +Ġar rest +éĤ Ħ +Ġlet ters +oun ce +í Į +A n +Ġcreat es +Ġcl ock +Ġdeb t +Ġan cient +ific ations +g i +B ut +ĠT u +k l +Ġb order +Ġo ok +ĠB ay +est a +Ġë³ ´ì +Ġw ra +pre ne +Ġê² Į +ang le +Ġbelie ved +ien cy +ak a +Ġcrit ic +Ġb omb +Ġha m +ĠÐ Ľ +êµ Ń +ĠGu ys +ros oft +Ġcr im +et ch +AR R +Ġs ight +и на +Ġa in +á» ij +is che +Ġau x +Ġnum er +Ġsurv ive +A ll +B C +Ġs z +Ł ¬ë +Ġj am +ĠCour t +Ġall es +Ġtr igger +Ð ŀ +Ġform at +Ġdec ades +Ġc es +Ġsign s +Ġrob ot +ĠCh urch +Ġa z +Ġs oup +ĠTex as +ut en +ĠÑĩ ÑĤобÑĭ +Ġneigh b +ĸ ×Ķ +Ġcommunic ate +Å ¡ +Ġel imin +Ġfrequ ency +her n +id os +Ġem phas +Ġmess ages +Ġg ender +ĠW enn +Ġв о +Ġpr ices +ol o +Ġп он +w ing +ĠF il +а ем +ĠC ur +Ġfal se +Ġfield s +Ġs é +2 4 +Ġm ac +u ÅŁ +Ġlay ers +Ġadv oc +w an +Ġk ar +ĠÅ ŀ +Ġdec or +Ġwall s +o e +iss ions +Ġres ol +× ¢ +ĠCar ol +ĠV ide +le ep +ĠY OU +Ġfl ip +Ġsur gery +Ġch op +U R +. , +Ġag ency +Ġwant ing +Ġsol ar +Ġhor iz +ĠAd am +Ġstay ing +ol ic +Ġgr ateful +Ġrem ark +Ġtechn ologies +Ġprote in +å¿ ĥ +д ел +ĠM ont +Ġshould er +Ġz a +re y +ĠO oh +Ġst y +ic ar +оÑĤ ÑĢ +Ġrout e +ĠT urn +Ġb om +Ġdeb ate +Ġposs ibility +Ġíķ ´ì +ap a +Ġinv ent +ür lich +Ġprof ile +Ġsen ior +pp y +v as +Ġm undo +ate ver +Ġapp arently +en er +× IJ +ç Ń +Ġprec is +Ġal ign +Ġkn ife +ĠRo bert +å ĭ +Ġfo ol +Ġinv ite +us ing +Ġcircum st +Ġcapt ure +Ġd ough +ĠS and +Ġse u +ĠNew s +Ġb ite +Ġne ut +w ide +Ġlect ure +Ġëĺ IJ +Ġorigin ally +Ġcho ices +ĠG ar +Ġver se +Ġl it +Ġ19 6 +íķ ł +Ġmeas ures +ç ões +w ater +ri ve +Ġz ijn +í ģ +ĠB us +Ġhe b +е Ñħ +ĠK ar +ĠN ão +Ġkill ing +à® ª +Ġmir ror +m od +Ġm ol +Ġcre ation +Ġest im +Ġatmos phere +Ġg am +Ġt ables +is i +ĠL ittle +Ġt as +ĠE le +é l +Ġscen es +Ġt one +Ġaffect ed +ĠAU DI +ĠBr own +I f +ĠÙ ĩ +ĠDan iel +羣 çļĦ +qu er +ch i +íķ ĺë +Ġmist akes +Ġs la +ãĤ ¤ +Ġent r +Ġе Ñģли +Ġsh out +Ġport ion +Ñ Ĺ +Ġpre viously +á» Ļ +ĠпÑĢ ед +оÑģ ÑĮ +Ġhead s +ç İ +å Ń +åľ ĭ +Ġgr ass +ภ° +cri be +Ġqu é +ĠSp anish +Ġoffer ed +ĠбÑĭ ло +ĠCl oud +Ġve ctor +ĠH uh +Ġk ad +if ts +ĠÎ ½ +Ġhung ry +Ð ¡ +Ġpar all +AN D +ĠvÃŃde o +iz z +Ġocc up +Ġí Ķ +Ġsee k +h es +Ġdo ors +Ġhous es +Ġconsider ing +Ġgradu ate +Ġf ulf +è ¡Į +è £ +Ġext reme +Ġflow ers +it ate +ĠP ri +Ġfundament al +Ñĩ аÑģ +è¯ ´ +Ġtext ure +į ĺ +ĠAN D +à® ± +ĠT em +Ġn ada +ì§ Ħ +Ġcelebr ate +um s +Ġp ill +Ġи ли +go ing +Ġh ip +Ġsupport ed +Ġper man +Ġagre ement +Ġty m +Ġë ij +ĵ¤ ìĿ´ +Ġpurch ase +í Ķ +ĠPl an +eg en +Ġrec over +P U +ĠMic rosoft +du c +Ġhol es +Ġdro pped +Ġp ig +Ġend ing +Ġattack s +be c +Ġre n +Ġr app +Ġìļ °ë¦¬ +Ġter ror +Ġ× Ļ +Ġed it +Ġa o +. +Ġhero es +ĠB oston +Ġdepend ent +Ġmotiv ation +fl ix +Ġse am +ки е +Ġdra in +od ed +Ġgu ilty +ĠJ enn +ing en +Ġgrant ed +ĠK elly +ĠS av +ĠUn cle +ĠHon estly +EL I +Ġnavig ate +Ġbless ed +c ore +Ġear ning +Ġsign als +Ġdis k +ial s +Ġag es +æ ħ +Ġpartic le +ĠÑĩ еÑĢ +Ġcan n +Ġt ier +Ġstat ements +ê³ł ìļĶ +ĠëķĮ문 ìĹIJ +ĠCh o +Ġpol ar +an ç +ĠK enn +ĠN i +ĠF ight +or gan +é ķ +ĠCh a +ĠS ÃŃ +ãĥ ª +Ġs lic +Ġcert ific +Ġtempl ate +ĠFed eral +Ġconsider ation +Ġexpl o +ĠM ain +ĠN E +Ġalong side +Ġd ressed +ĠP oint +Ġenviron ments +Ġpró xim +Ġda ar +Ġprom pt +Ġpurs ue +Ġentertain ment +Ġth roat +Ġproblem a +Ġm art +ì ¼ +Ġprov ider +Ø Į +Ġ× Ĺ +int e +m aking +Ġstro ke +Ġtiss ue +U n +Ġpre cious +ĠAr ts +ink ing +ĠÐŀ н +Ġи Ñģ +n ah +ĠÐķ Ñģли +Ġcor ners +Ġtrick y +in ch +l ijk +Ġpress ing +le vel +AN G +Ġrad iation +ìĦ ł +Ġconf ront +Ġv et +Ġrepresent ative +Ġprop ag +Ġcra p +ĠDe c +Ġr amp +еп еÑĢÑĮ +u és +ess en +cri ption +Ġb ills +ĠMatth ew +Ġan ime +ấ t +Ġlow est +h as +sc reen +og rap +ал о +int on +ĠJ ah +èĢ ħ +it Ãł +Ġk ay +Ġrot ation +ĠW ere +abe i +Ġtri als +Ġle ver +ight y +Ġsp oon +Ġh unt +c ling +Ġdis m +ĠболÑĮ ÑĪ +Ġass ault +Ġíĺ ķ +Ġweek ly +Ġm ismo +Ġgen etic +ul pt +ĠStud ent +Ġreal istic +Ġauthent ic +æī ĵ +ast a +Ġarrest ed +Ġguid elines +Ġ×ľ× IJ +Ġд ав +ĠCom ing +f ür +Ġrequ ests +ĥ IJ +Ġanaly ze +Ġinter ess +Ġh alt +ĠO per +on om +Ġd uck +Ġwith d +s er +ĠÏ Į +ĠHist ory +Ġyout ube +ãĤ į +Ġsab er +w alk +f ont +Ġover view +3 9 +ü y +ett i +Ġfro zen +Ġf lesh +ÄŁ i +ĠP M +ĠìĻ Ģ +é ¢ +ÑĨи и +Ġê¸ °ë +íģ ¬ +Ġpr ose +oo oo +r ates +W S +Ġautom atic +Ġcollect ing +Å ij +Ġneighb ors +» . +ĠEx pl +Ġcir cul +co ver +we g +Ġstick s +Ġe ller +Ġw ww +Ġd orm +ĠEx per +Ġstat istics +Ġemail s +Ġgra ve +im iz +H S +Ġu it +, ' +Ġlas er +è ī +ĠÑĤ ем +Ñĭ ÑĪ +Ñī Ñij +Ġgen au +Ġtien en +Ġmed itation +ĠOr gan +Ġest imate +Ġë¬ ´ì +l ets +Ġn Ãły +Ġmind set +Ġres on +Ġm és +Ġnumer ous +Ġvie lleicht +ĠTh ird +u ous +ĠDe ad +ан д +H N +Ġrac ing +Ġag ents +ĠU t +Ġte ar +ĠH P +Ġchem istry +Ġsurv ival +æĸ ° +Ġconvin ced +Ġ ; +Ġreg ulations +ĠE S +åĴ Į +3 00 +Ġen se +Ġì µ +Ġd ict +G A +Ġah ÃŃ +åĭ ķ +Ġte j +Ġо ÑģÑĤ +ĠE lect +Ġintellect ual +Ġbi as +Ġbur den +çĤ ¹ +Ġìĸ´ëĸ » +Ġche er +Ġso ph +Ġportfol io +ub a +Ġest os +T V +F or +Ġas h +Ġkom mer +Ġcollect ive +Ġw rest +ĠJ etzt +ĠW at +re ich +Ġprim er +act ive +Ġm ie +ick ed +Ġhun ting +Ġtest im +Ġcompass ion +ĠØ ± +Ġbr ut +Ġsal ad +об Ñīе +Ġsol ving +Ġflo ating +ç · +Ġattract ive +ÙĪ ÙĦ +Ġper d +if fer +Ġsc ulpt +hh h +ĠWe ek +Ġent hus +Ġn ad +Ġmer ch +ĠíĻ ķ +Ġm ile +好 äºĨ +ĠÎ ¸ +ĠëĤ ĺë +éĩ į +3 8 +Ġch ains +ĠAl most +Ġtick ets +r in +ĠC C +Ġdistrib uted +abet es +Ġtemper atures +Ġg ained +Ġflex ibility +Ġscream ing +Ġab road +un o +Ġentreprene urs +ĠNet work +ĠCanad ian +Ġpre v +Ġs ö +ĠÑĤеб Ñı +ĠP oke +ĠP od +ĠTur key +çı¾ åľ¨ +Ġabst ract +Ġsn ake +ĠAm y +ĠëĬIJëĤ Į +Ġbra ve +ĠìŀĪ ìĸ´ìļĶ +ĠK al +Ġ200 7 +á rio +Ġmark ed +gin es +Ġall oc +ON G +Ġscient ist +Ġes ca +Ġrac ism +× ij× +ĠS ams +ĠP enn +Ġload s +Ġà® ¨ +ü ber +M e +ix ò +Ġper ò +an ne +Ġexp ressed +м еÑĢ +Ġmo et +Ġret urning +n ia +Ġexp on +P ro +Ġlo yal +M L +Ġl amp +Ġsh y +Ġcomp osition +ĠL y +Ġmagn etic +Ġprem ier +Ġmeasure d +Ġsumm ary +Ġattack ed +Ġfin ishing +Ð Ĺ +ç ¥ +Ġs its +Ġhyd rogen +Ġma i +ĠDeuts ch +as ı +Ġobt ain +v ie +Ġso it +Ġë° Ķ +Ġl ane +Ġconse gu +в о +Ġe ase +ak in +ĠF a +Ġunt uk +Ġbur st +Ġc um +al ım +ú blic +id i +ĠRoy al +ĠK on +Ġcommon ly +Ġremo ving +Ġj ur +il ib +Ġan ch +íĸ ī +Æ°á» £ +ĠÐľ Ñĭ +ĠAn th +ĠS Ã¥ +Ġinter rupt +Ġst ere +ĠO S +ony m +ter y +ĠMar ia +ê² ĥ +Ġexpl oring +Ġtransp arent +Ġf ate +ĠJ ung +Ġgr up +Ġdark er +ĠD oug +Ġman e +æĶ ¾ +ạ i +d ri +lo ok +ĠDes ign +Ġtut aj +Ġhorizont al +re on +ort e +ĠCor rect +ĠSte ven +Ġv ine +0 2 +i Äĩ +Ġsie mpre +ĠK ey +åĥ ı +ĠG ames +Ġna ar +Ġshock ed +el ve +ĠR ose +ìĭ ¬ +Ġstop ping +oh l +ĠM ix +Ġsuff ered +Ġsig ma +Ġweak ness +ĠO w +ี à¹Ī +I F +Ġà® ħ +ad ed +ĠNet flix +an es +Ġrem ained +ir y +Ġr ip +ell t +Ġsil ent +Ġpro ven +Ġtox ic +Ġal umin +Ġmulti pl +al and +Ġ3 4 +0 6 +ĠB ru +Ġìłķ ë§IJ +J ust +b oy +Ġsho e +Ġcreat ure +Ġhead ed +ĠоÑĤ к +æ ± +Ġess ence +Ġremark able +Ġnú mer +Ġd rew +Ġpu zzle +ĠLibr ary +ĠF u +ash es +k k +ĠI st +¦ ° +ĠB ry +Ġc eremony +Ġà® İ +Ġc ri +e qu +ãĤ ¢ +Ġpri ze +Ġdim ensions +og ram +Ġle ather +Ġpop ulations +u um +Ġve gan +Ñı д +Ġcó mo +å Ħ +Ġstri p +å £ +Ġvac ation +ħ ķ +Ġme als +ili pp +Ġ ents +ar am +ric ht +Ġgra in +ĠSp ain +Ġche ek +ĠA ff +I ON +ĠBr ing +Ġ3 8 +iel en +ul u +ĠболÑĮ ÑĪе +Ġannounce ment +ĠÑĤ ÑĥÑĤ +ĠPro phet +ard o +3 7 +Ġw oke +Ġtransl ation +ĠN OT +ĠC L +Ġd Ã¼ÅŁ +ÑĨ Ñĸ +ac er +ĠL oc +Ġper ception +N O +Ġdies en +L ook +he art +av ed +Ġbound ary +Ġfl ows +Ñij м +Ġarg uments +Ġelect ions +ı s +Ġhe ck +Ġsuit able +Ġf iber +ĠSt ra +x y +ĠH um +Ġmonth ly +u per +Ġgol f +Ġl ately +ĠG ard +ĠR en +ĠA st +ĠF ant +аÑģ Ñģ +Ġobs er +ë ¡ľ +Ġeas iest +į Ķë +Ġwebs ites +p ol +Ġco con +Ġà® ĩ +ĠV eg +Ġwalk s +Ġint ro +Ġdirect ed +ĠAn na +Ġëĵ¤ ìĸ´ +ĠEaster n +ĠS aint +ĠB ow +Ġro ast +ĠU RL +Ġjed en +ur as +aj a +Ġse mi +Ġrapid ly +Ġtarget s +ĠCont rol +Ġb ah +Ġref lection +Ġcreat ivity +hold ers +Ġìĺ ¬ë +Ġamong st +Ġfeed ing +ÑįÑĤ омÑĥ +Ġвид е +Ġë§Įë ĵ¤ +ĠSm art +Ġrel iable +Ġvez es +Ġ× ¨ +ch uckles +az ione +ĠWilliam s +Ġa ç +Ġsle e +е Ñī +Ġtim eline +Ġthor ough +á» į +ĠO t +ạ n +Ġimag ination +Ġmechan ics +r ist +Ġclaim ed +ÏĦ η +ê te +ĠHur ry +ĠiP ad +Ġconst ru +ĠC la +ĠAl s +ä¼ ļ +ut z +Ġcult ures +Ġìĸ´ëĸ» ê²Į +Ġbelong s +Ġy er +ĠDoes n +Ġge omet +Ġb id +Ġfo am +Ġh ob +ĠBrit ain +Ġsubst ance +Ġann iversary +ĠëĦ Ī +Ġnot ed +Ġgovern or +Ġstock s +3 1 +Ġdi ye +ìĬ ¤ë +Ġre b +z el +Ġmultip ly +Ġoper ator +Ħ¤ ìļĶ +Ġwat ers +Ġd är +Ġuns er +ĠEliz abeth +é« ĺ +Ġincreasing ly +ĠG ro +Ġen gines +ir s +Ø « +Ġtre asure +P C +in ction +ir i +Ġacc um +Ġvari ation +Ġp om +Ġtit les +ĠF est +ó s +Ġeld er +ny m +r un +Ñı в +Ġinnov ative +Ġnom bre +Ġco inc +Ġfr anch +Ġent onces +Ġnicht s +Ġexc lusive +ĠChe ers +ĠB i +u je +æŃ ¡ +Ġp ok +ĠP rem +Ġrock et +ELI PE +Ġhosp itals +ri um +Ġjust e +Ġham mer +Ġquant um +Ġrespons es +ll y +end i +Ġact ively +Ġfr idge +i ate +l ong +Ġqu em +Ġdeath s +Ġsuper ior +ck en +ìĿ´ì ĹIJ +kt op +Ġgather ed +£ ¨ +Ġd azu +Ġreci pes +Ġbu zz +c en +Ġany time +ons ense +Ġcirc les +Ġsol ved +Ġìĭ ł +Ġcoron avirus +ĠLu ke +Ġbu bb +Ġcont empor +r zy +ĠJ ane +Ġд ом +Ġscrew s +Ġhy brid +Ġcas ual +Ġsel bst +be ing +ĠÄ IJ +ĠCol umb +ĠÑħ оÑĩ +Ġbu cket +Ġevalu ate +Ġid ol +Ġrep utation +ĠìĨ Įë +ÙĪ ر +Ġhe cho +Ġpo em +Ġsubject s +pl ant +ĠBe h +ĠSpe aking +Ġbatter ies +Ġfollow ers +ö l +Ġg ently +Ġsi xt +Ġparam eter +Ġik ke +ĠT our +ĠD J +ot te +ĠJ ahren +Ġprepar ation +Ġд Ñĥм +Ġ8 00 +c op +ik ing +Ġë¬ ¸ +Ġн Ñĥ +Ġл еÑĤ +åIJ Į +ĠI de +Ġì¡° ê¸Ī +Ġla ughter +Ġmole cules +ĠR est +Ġobs erved +d zie +Ġadvert ising +ert o +Ġmo ins +ĠM IT +Ġexc it +Ġt um +Ġty l +Ġinvest ed +Ġph arm +Ġunex pected +Ġph i +oty pe +we ise +Ġge ç +jour d +Ġhors es +n Äħ += " +ĠS M +Ġf ib +Ġcl ips +çķ ¶ +å¦Ĥ æŀľ +Ġreg ime +Ġrot ate +r ou +n ik +Ġarm or +ðŁ ĺ +еÑĢ а +åº ¦ +ĠO ch +Ġr ichtig +üz el +ane ously +m ek +éĮ ¯ +ĠX iao +Ġexist ed +w orth +ãģ£ ãģ¨ +Ġna ught +Ġhe iÃŁt +ĠB al +Ġres id +iv ot +om atic +Ġh ired +Ġgrad ually +Ġon ions +Ġcomp at +Ġint im +Ġj ew +Ġcontrib ution +ĠI re +ac ji +Ġsl ice +Ġimm un +ĠR us +Ġgr ows +ĠSimilar ly +Ġhard est +Ġst ruck +Ġmeasure ment +... ] +th ey +Ġìł Ģë +Ġsne ak +Ġappl ies +Ġн ем +æ ĵ +×ij ר +ĠЧ ÑĤо +Ġout ro +Ġinnoc ent +Ġm og +ĠSams ung +Ġmer cy +Ġhand ling +Ġinter vention +id ays +g ot +Ġcur ric +Ġbound aries +Ġconf using +Ŀ¼ ëĬĶ +æ ĩ +Ġstitch es +ÃŃ vel +Ġtun nel +it ä +Ġg ost +im y +Ġcz as +Ġm é +Ġcat al +ĠSim on +ĠLI AM +m ic +ĠÐ ¤ +Ġey el +is as +ĠC PU +ĠD ou +Ġnä ch +Ġinfin ity +Ġr if +ĠPe ace +ĠC u +Ġminim al +Ġlisten ed +Ġpo le +hal b +Ġload ed +Ġste ady +ĠBes ides +ê m +Ġl ap +Ġco op +Ġfriends hip +w orld +Ġge h +Ġtyl ko +ĠLa ura +Ġsurround ed +ĠE vent +Ġch ap +ĠW onder +bre ak +Ġdro ve +Ġbroad er +Ġch i +F i +Ġge hen +Ġwest ern +Ġintellig ent +Ġpers ist +Ġfound ed +ãģĵ ãģ¨ +Ġhistor ic +Ġfr Ã¥ +cks Ã¥ +Ġhand y +Ġsy mp +Ġr ows +Ġnut ri +b ur +ĠLe on +Ġsist ema +Ġext ensive +ĠÑĥ в +í ı +Ġnight s +Ġcá c +Ġcount ing +ĠM ust +all ow +еÑģ Ñģ +M om +Ġнад о +Ġbar rel +ãĥ ŀ +AR D +Ġinstall ation +Ġin sect +Ġëħ ¸ë +uj Äħ +ĠÄij i +Ġpack ed +Ġf iction +N ow +ĠY ay +Ġper t +r ons +und e +ach es +Ġsty les +Ġapr ès +ok u +ĠV ice +ın ız +com m +Ġassign ed +Ġinteract ions +Ġac ab +F ELIPE +Ġresc ue +Ġindust ries +ĠAnd y +Ġpra ise +Ġfl ame +Ġsn ack +í Ĥ +ç ģ +Ġsw o +rend er +Ġbo ards +ĠÑĤ ом +en ne +Ġpast a +Ġdev il +ĠF el +Ġhat te +Ġcoll eg +e h +ì » +ãģĵ ãģ® +Ġproduct ive +for ward +и п +Ġsmart phone +Ġinv is +Ġb um +Ġwho a +ìŀ Ħ +Ġo cksÃ¥ +ĠL ang +ĠSy ria +Ġses i +ί α +Ġappro val +4 8 +Ġод ин +Ġë ĸ +ĠH arr +ĠAd minist +Ġ× ¤ +ĠDe an +f i +Ġcitiz en +Ġsh ark +0 5 +Ġbo il +Ġindic ate +å ¡ +A re +Ġlay out +Ġref r +ĠPac ific +AA AA +ĠAustral ian +g ression +V oice +ал ÑģÑı +Ġshel ter +T o +au pt +Ġevalu ation +ap or +Ġcur rency +Ġм ного +ig os +ãģ ° +Ġo ct +Ġro yal +è ³ +as il +ĠChild ren +Ġr ien +Ġë ĵľë +Ġbar rier +Ġej emplo +Ġe k +N D +es p +ен а +Ġp ic +Ġkill er +Ġintegr ate +Ġfew er +Ġdis abilities +Ġ .... +Ġtri angle +Ġfe es +Ġwid ely +em i +Ġoverwhel ming +Ġz omb +Ġb ere +Ġho od +ĠA ye +ĠHar vard +e v +ĠÏĦ οÏħ +Ġcup s +ĠA uch +z ona +Ġ199 0 +Ġwe iÃŁ +Ġcr unch +æ ¥ +Ġз ав +Ġmeas uring +Ġst ations +ĠStep hen +Ġshort ly +Ġsig ning +Ġcom edy +om o +Ġsuggest ions +Ġsign ature +ĠпÑĢ ив +Ġdis order +as ka +Ġworld s +Ġprecis ely +n orm +ra v +ĠC ivil +In ter +ĠC ertain +Ġinj ured +Ġsuggest s +ĠGold en +Ġcy ber +ĠØ ´ +Ġtempor ary +Ġco oper +Ġvot ed +Ġ ought +ấ y +x ual +Ġpan els +Ġ9 5 +Ġhands ome +ĠпÑĢ ов +Ġper mit +Ġke in +Ġbad ly +Ġnot ifications +iz a +ĠNot ice +Ġinc lusive +Ġanswer ing +Ġí Ĺ +u ld +íħ Į +Ġnow adays +Ġ3 7 +Ġb olt +Ġstat ic +ĠH op +Ġav ant +aj o +Ġ맼 ìŀĪ +Ġfif ty +ĠF inal +Ġsc ores +ĠT ap +Ġcy l +Ġconv ince +Ġany ways +od a +Ġìķ ¼ +Ġser ves +ĠÑĤак ой +ĠZo om +Ġsaving s +ul o +Ġs outhern +view er +Ġho je +Ġse ja +Ġrepresent ing +Īë įĺ +l ik +ĠSome body +Ġbe ast +Ġstick ing +Ġins ist +Ġtal ented +Ġexplain ing +Ġatt orney +éĥ ¨ +Ġst airs +ĠD og +í ĭ +Ġc ig +Ġshap ed +Ġs ons +Ïģ ι +ut t +Ġì Ķ +Ġpar ad +ìĿ¸ë į° +Ġh orn +ĠJ our +ann o +Ġworld wide +åĬ Ľ +Ġparticip ation +¦ Ħ +Ġm ów +Ġburn ed +Ġwrit ers +all ah +ĠF und +Ġcle ver +ĠLe ute +b in +Ġbe ating +f oot +ĠìĽ IJ +ĠStud io +Ġv ag +be y +r ze +Ġoppos ition +Ġж из +w ho +Ġê± ´ +Ġtr ace +Ġд енÑĮ +Ġep id +Ġges ch +ĠN ar +ĠB E +Ñĥ й +ĠS ign +ed ly +Ġcl ay +Ġinst antly +Ġgather ing +ĠGal axy +Ġb ored +ĠBudd h +c é +Ġm am +Ġsl ope +Ġëĭ¤ ìĿĮ +Ġsch ön +Ġp ir +ge f +am er +Ġh ö +Ġcolle ague +Ġpres ents +ad ium +Ġà® µ +Ġfal ar +be ep +Ġdri ed +ism s +Ġro pe +Ġworks hop +Ġest ud +Ġb ands +Ġthem es +åħ ¬ +ÙĬ ر +åIJ İ +Ġremind er +ÑĤ Ñĥ +ĠB h +Ġcocon ut +ĠÑģ ÑĤо +ĠCh annel +Ġimmig ration +ä s +.. ... +ä¸ » +çĻ ½ +st op +Ġк аÑĢ +Ġco ins +ĠÑĩ аÑģ +Ġdest ruction +l ined +Ġbar riers +ant ine +Ġprint ed +Ġcongrat ulations +ĠHe art +Ġin qu +th a +Ġhard ly +ĠA ven +Ġt inha +ĠS ony +ĠN F +Ġgradu ates +Ġsque eze +ere my +ÏĦ ι +Ġep ic +ĠJ u +Ġol m +ĠLa ughter +Ġbelief s +ĠC ru +ĠTr ue +ĠS oul +owe en +Ġrom antic +Ġз в +Ġan os +ĠY up +éĺ ¿ +d im +Ġin fer +Ġз ам +Ġso c +uk a +Ġprec ise +Ġdro pping +Ġcl ue +Ġer rors +char ge +ĠP u +omet er +Ġlamb da +ac ional +ĠD ong +Ġcham ber +Ġthank ful +ĠN u +ĠHaw ai +Ġinf o +Ġactiv ate +ĠQ ual +Ġqu ed +Ñĥ лÑĮ +Ġcl oth +åĸ ľ +Ġw ichtig +5 5 +Ġot ra +ograp her +Ġcur ios +Ġ19 80 +Ġemp res +d ess +e ur +Ġcl uster +ar ter +ob ile +ĠY an +ĠAd v +Ġdiscipl ine +Ġìłķ ëıĦ +ĠPl ace +ĠSe lect +T E +ĠбÑĭ ла +Ġwh is +Ġb ay +ĠD or +en cing +Ġrep et +Ġf icar +p ad +Ġf og +u yor +Ġsn ap +ib t +Ġso bie +Ġappoint ment +ĠR y +Ġce iling +our se +Ġwr ites +ĠAfghan istan +Ġm os +az e +Ġpen al +Ġcry stal +IC E +ê° IJ +é Ł +ĠTes la +Ġthe ories +Ġappe al +Ġnewsp aper +Ġcook ies +æ © +ĠاÙĦ ÙĦ +Ġma j +ĠGet ting +k ommen +ĠHe aven +ell s +Ġdiv ine +Ä « +Ġa kt +Ġhop es +ĠCh en +we gen +** * +ĠFra ge +Ġн и +ภ¹ +min ister +nes ota +wh ich +Ġexpl icit +Ġverd ad +Ġgradu ated +ĠPh ilipp +Q L +ĠM I +Ġdev ot +Ġc ure +Ġclos est +Ġà Ħ +Ġsex y +ãģ Ľ +ĠDe ath +ok o +ug u +ĠAn ne +itar ian +es a +ег од +ĠD ur +Ġ 000 +ze it +Ġtour nament +Ġmel hor +ภª +Ġin du +Ġf law +Ġw ars +ĠM ind +ĠI ron +ÑĤ ак +ĠV R +Ġs iz +ĠS outhern +Ġê·¸ëŁ ¬ë +Ġaw ak +Ġìķ ŀ +Ġc ube +believ able +if all +d is +Ġabandon ed +m ind +Ġpar l +Ġclass ical +è ĭ +á»Ļ t +ĠAut o +ĠB or +ç © +4 00 +ĠSoci ety +Ġsubt le +Ġmiss ions +Ġremember ed +ĠE ither +Ġda für +OR D +Ġint ensity +ES IN +ĠC up +Ġrare ly +Ġto ys +ĠChar lie +á» Ł +Ġgla ube +Ġround s +T IN +Ġcap ability +Ġderiv ative +Ġrefer ring +Ġd Ã¥ +ĠT ALI +Ġcott on +Ġcon fer +Ġcolum ns +Ġliber al +Ġnun ca +Ġμ ε +Ġind o +ib en +ĠBe ispiel +Ġê·¸ë łĩ +ĠÑĥ Ñĩ +Ġh oy +Ġfr y +ĠScott ish +è Ĭ +Ġc iv +Ġconserv ative +Ġair pl +Ġs ar +r us +Ġinvest ments +Ġinfin ite +Ġà® ķ +ĠTALI ESIN +ĠG ary +ue ll +Ġа к +ĠC ir +Ġrit ual +Ġ>> > +Ġtem pt +ĠTe ch +ĠPoke mon +Ġimprove ments +Ġsp are +Ġtransl ate +Ġson ra +ĠFil m +w ort +Ġм и +Ġperiod s +Ġje alous +ãģĦ ãģĦ +Ġt ir +M I +Ġconduct ed +ĠìķĪë ħķ +0 9 +ĠPol it +ĠWhere as +Ġmoist ure +Ġs ins +Ġk ap +ĠÑį к +Ġben im +Ġelimin ate +Ġathlet es +ĠMan ager +Ġfeature d +ap ore +äº Ľ +Ġë° ľ +Ġper f +ĠTh us +Ġdeb ut +об ÑĢ +Ġse ñ +Ġmyster ious +w ords +Ķ ê°Ģ +Ġcheck s +Ġvolunte er +Ġwas hing +ĠMar vel +ĠA B +iss ors +! ' +ĠF ull +ye on +Ġwe igh +ĠJO HN +Ġv os +Ġproced ures +Ġaddress ed +ĠBer lin +put er +ĠB an +Ġmedic ation +Ġdr one +ĠÑĥ б +ĠJe an +Ġcap s +Ġdisappoint ed +Ġw ore +Ġêµ Ń +Ġorgan ize +ĠHall oween +Ġfant asy +y ard +Ġnos otros +Ġjump ed +Ġphot ography +ĠN ame +re c +A B +Ġbless ing +ĠSh ut +Ġbit ter +p op +ãģĿ ãĤĮ +Ġde i +Ġfulf ill +çIJ Ĩ +Ġden gan +Ġbe lo +ĠMean while +Ġdep ois +Ġdi abetes +Ġbu nd +ĠZe aland +Ġdig est +Ġt ires +Ġdo d +ag ne +ế t +Ġpe el +Ġз аб +Ġn odes +Ġtrend s +ĠSw itch +ĠA ward +ĠOr ig +ĠH al +Ġest as +Ġ3 60 +Ġsim ult +Ġcom ic +Ġm Ãł +Ġbal anced +ĠPrin cess +Ġkilomet ers +á» © +Ġpart ir +ì¤ ij +so ft +ĠV iew +Ġbi ological +in st +4 4 +Ġman era +Ġcompreh ensive +ĠS ab +Ġcr imes +y ers +ĠComp any +ĠPh ot +Ġpou co +i ac +Ġbe im +in ate +Ġsub sequ +ĠMay or +Ġcent uries +è res +ìŀĸ ìķĦìļĶ +Ġê·¸ëŁ ¼ +ĠFra u +ĠO H +Ġëģ Ŀ +ĠN ah +ĠSer ies +Ġover night +íĴ Ī +ĠâĢ ¢ +Ġtra ve +atter ed +Ġwar ri +ĠGru nd +ĠInd ones +Ġsc ra +ob y +ĠBro ok +Ġcur s +Ġë ¸ +Ġexpl ains +ram atic +Ġparticip ating +Ġmin ut +Ġcontract s +Ġg egen +Ġdisappe ared +ĠS N +Ġrob ust +ap h +Ġsh rim +Ġdev ast +c ope +Ġme ets +Ġpeace ful +m ate +Ġwe ld +Ġ× ª +d on +Ñĥ ÑĤÑĮ +Ġregister ed +ĠN ik +j in +Ġc av +Ġe cht +io x +Ġflow ing +но ÑģÑĤи +Ġto e +Ġent ity +ов а +f its +ĠPat rick +ÑĤ ÑĢ +Ġle verage +Ġcor rel +i ah +Ġstr ings +ist inct +Ġg ue +arch y +Ġteng o +ım ız +Ġor bit +ä¸ º +Ġе ÑīÑij +ca ke +Ġ׾ ×Ķ +ĠMin nesota +Ġbra ke +ow ie +Ġcra w +ê¸°ë ¥¼ +Ġprogram me +ĠÑģл ÑĥÑĩ +åı ª +ien ces +ĠO ui +ĠP ers +im iento +ĠIn vest +Ġsl ower +æĻĤ åĢĻ +ĠB eth +Ġnur se +ĠSpr ing +S p +Ġun employ +д и +Ġgen ius +ĠA aron +Ġê·¸ëŁ ¬ +Ġe i +ãģĹ ãĤĩ +Ġtank s +Ġau jourd +Ġcomplex ity +ĠÑĢ еÑĪ +Ġold est +Ġlet z +åħ ¥ +Ġphenomen on +pr int +ĠBund es +it at +ê» ĺ +Ġ4 2 +ĠW i +Ġinc om +Ġg ek +Ġembr ace +Ġt ies +out e +Ġd ose +ĠF riends +Ñĭ ÑĤ +егод нÑı +Ġor g +Ħë ¡ľ +ó g +Ġex ceed +Ġgod s +Ġê±° ìĺĪìļĶ +Ġsoci et +ĠUn ivers +it ät +Ġword en +Ġsm oking +Ġint ens +ab ul +em ia +è ij +4 7 +f ly +Ġ200 6 +ĠSer iously +Ġprze z +æ ¼ +c re +Ġn an +Ġmod es +ов аÑĤÑĮ +ĠH ang +em en +Ġbenefic ial +Ġvot ers +ĠBro ad +Ġb ent +W ow +Ġm ul +åĵ ¥ +ĠU C +Ġdam aged +ĠUk raine +Ġw ipe +Ġst ones +Ġman agers +Ġr ab +ÑģÑĤÑĢ о +l at +Ġde ce +Ġgraph ic +Ġf oss +Ġdisag ree +ĠAm en +Ġsec rets +ho le +ink le +Ġfortun ate +Ġì ± +ìľ Ħ +èIJ ¬ +Ġhab its +Ġbur ied +Ġh in +Ġvirt ually +ol as +ĠR P +ĠT ab +l ow +Ġsacr ific +Ġestim ated +ol n +Ù ĭ +c ur +ĠFe el +Ġcast le +Ġus eless +Ġdis g +ĠJac ob +Ġga an +Ġup side +Ġpare ce +ãĥ³ ãĥ +Ġsh ipping +ĠC R +Ġdis rupt +ac ter +UN D +f u +å® Į +ĠP ick +ĠChar l +ĠB ull +Ġenter prise +Ġpunish ment +ack ing +Ġfr action +Ġtab let +Ġch ord +Ġsimilar ly +åħ¶ 實 +ĠTor onto +Ġcour ts +ÄŁ l +esz cze +Ġpron oun +ĠS ister +ĠM P +Ġgreat ly +ĠD ank +ic op +Ġgar bage +Ġresol ve +ĠS af +ĠG un +Ġcomp ound +Ġë° ° +ĠMus ik +âĻ « +Ġcha os +ĠWhen ever +Ġe uros +Ġor chest +Ġrefr iger +al an +ภ· +ĠAm azing +Ġp ud +ag an +Ġj eszcze +is y +Ġaccur acy +ĠA ma +is ode +ë ĮĢ +Ġinterpret ation +ĠL iber +æ · +c am +Ġevol ved +ĠK ay +ÑĨ Ñĭ +Ġcreat or +it as +Ġal arm +Ġcelebr ation +z ent +Ġfun cion +Ġo v +umb ling +Ġ % +ภĪ +Ġrestrict ions +Ġн ав +ĠK inder +Ġban ana +ÑĮ Ñı +Ġdiam eter +Ġnor thern +ur ers +ĠP as +æĪij çļĦ +Ġwork force +Ġj ung +Ġguar ante +Ġequ ilib +Ġsu ite +Ġeu ro +Ġdel iber +S te +Ġdownt own +Ġch in +Ġc odes +ed ia +Ġshe ep +res hold +wn ie +ó b +Ġunder lying +l ia +j er +ÏĢ ÏĮ +ç Ŀ +th rop +Ġz ap +Ġvac uum +ĠH ab +Ġwra pped +ì ¢ +Ġinvent ory +м а +Ġco ord +Ġpl ates +Ġsy mm +T e +ĠwÅĤa ÅĽnie +Ġreach es +Ġlon ely +S cript +le e +ess er +Ġê± ¸ +ĠGes ch +ĠMo ving +Ġré p +ĠV ill +åIJ Ī +ĠR achel +Ġtem os +ON E +Ġstra in +Ġang el +Ġf Ã¥ +T r +Ġach o +Ġhighlight s +ĠW er +ĠCar l +Ġbl ur +Ġreg ards + · +ил ÑģÑı +Ġrec re +ĠY ani +U CK +ł ¸ +Ġelectr ons +ĠSp iel +Ġv ed +Ú ¾ +Ġbe am +Ġid iot +ë ĵ¤ +на Ñĩ +id d +Ġsk i +it ative +Ġhyp othes +ãģ§ãģĻ ãģŃ +ent er +ĠìķĦëĭĪ ë +Ġih re +Ġpre view +ang el +Ġdem on +Ġd us +Ġd ic +ĠK om +LE Y +... ! +Ġsie ht +ĠSon ic +Ġten ho +an as +Ġdig it +ĠMa ar +Ġunder grad +oun cer +uff y +Ġconvers ion +Ġdis connect +Ġe cho +om er +Ġcurric ulum +Ġper ché +Ġw and +.. ? +Ġroll ed +Ġentreprene ur +Ġtheore t +ĠÑī о +Ġins ights +Ġzus ammen +o in +ret t +p rodu +Ġvisit ors +e ous +Ġgrand mother +Ġhum or +Ġн иÑħ +zen ia +ins on +Ġres et +Ġbase ball +Ġmatch ing +ëĭ¤ ê°Ģ +Ġpun to +ì ¡ +Ġre de +Ġaddress ing +Ġfore cast +ĠB ol +Ġcol ored +Ġdocument ation +Ġexpect ation +ĠNor thern +Ġcre o +Ġà® ļ +f on +Ġuns ere +U M +Ġcop ies +Ġexpand ed +Ġveter ans +ĠAl m +Ġво обÑīе +Ġpsych ological +Ġnos so +Ġpay ments +im eters +Ġ-- > +ĠJenn ifer +Ġvolunte ers +os se +or ious +ĠбÑĭ ли +è Ĥ +ĠEs s +w s +ĠB C +ĠI C +W oman +Ġv ont +Ġeth nic +EN N +им о +Ġlo b +Ġou i +c s +Ġre he +Ġìł ģ +Ġch ick +ús ica +Ġk ont +ĠDist rict +Ġp ile +Ġа в +ей ÑģÑĤв +Ġ £ +Ġiss ued +Ġком п +Ġpros per +Ġprof ound +ĠDe ar +Ġãģ ĵ +Ġfund ed +Ġb isa +ŀ ĺë +× Ł +ĠìĿ ĺ +Ġtw elve +ĠChamp ions +éĿŀ 常 +Ñģ л +Ġ200 5 +p m +Ġon de +Ġdiff é +ĠCh all +Ġdifficult ies +Ġgar age +Ġd á +ün k +Ġë¬ ¼ +Ġtr an +Ġsubm itted +z w +ÙĪ ا +Ġar k +ĠìĦ ± +Ġgrocer y +он а +i ere +Ġa est +Ġexhib ition +Ġr és +Ġconsist ency +Ġcook ie +н ей +Ġrepl acement +æ² ¹ +ĠS em +ĠìĤ¬ ìļ© +8 00 +Ġgen es +Ġtrans action +ĠE L +Ġdur ante +ib les +ĠE at +t ail +iss ance +Ġto ss +Ġsurv ived +Ġoff ices +Ġsupport ive +Wh ere +Ġtout es +Ġë§ ī +Ġj okes +ier on +ap ers +Ġm ature +ĠM arsh +Ġs ido +k ind +Ġreal mente +ĠChe f +Ġquel que +Ġjud ges +e ft +ER S +Ġj et +Ġpers ons +è » +iz ations +ri k +Ġsh ops +ĠW y +Ġele g +qu è +qu oi +Ġjug a +Ġíķľë ²Ī +ĠQuest ion +ĠGlo bal +Ġìķ½ ê°Ħ +ĠSt ation +æİ ¥ +ĠOh io +Ġstick y +Ġst ressed +Ġg ün +Ġí Ŀ +ÑģÑĤ Ñĥп +é ¡Į +ĠPh D +im mer +Ġment or +Ġinv ented +Ġre un +Ġine vit +Ġpol ÃŃt +Ġexec ute +ĠSt ory +Ġout standing +Ġgu er +ĠR ain +Ġch oses +ĠT it +ĠÑģ еÑĢ +ĠSing apore +ĠN one +Ġch ronic +°ë į° +Ġe go +æł · +ES T +ãģĤ ãĤĬ +ĠW ang +ĠN AT +Ġa ug +Ġdes ktop +Ġetern al +ĠìĤ¬ ìĭ¤ +ĠConst itution +ìĤ ¬ë +×Ļ× ľ +p res +ĠТ Ñĭ +Ġinter f +Ġlist s +Ġfight s +ft en +ĠI owa +Ġmotiv ated +ĠH osp +Ġelse where +Ġpath s +Ġinst ances +B l +r ange +á» ± +ĠS it +man a +Ġìĭľ ìŀij +Ġm ình +ans as +Ġs na +Ġphilos oph +Ġpas se +Æ°á» Ŀi +ak h +ent al +Ġih n +ru ctor +Ġв аÑĪ +Ġgener ous +Ġp ivot +п ол +Ġjam ais +Ġcom ent +ĠL ew +od zi +ĠX box +Ġв од +Ġcons ent +ī ìŀ¥ +Ġdis par +l ass +ĠGovern or +Be ifall +Ġê° ľ +Ġbelo ved +׳ ×ķ +se ll +Ġhon ored +le h +Ġw äre +un ting +Ġfra ud +ĠR AM +ê± ¸ +Ġkill s +Ġeconom ics +0 4 +п еÑĢ +Ġco isas +Ġи гÑĢ +ÃŃ m +Ġmö chte +Ġìµ ľ +Ġstim ul +Ġfast est +l v +Ġg én +ĠS ounds +Ġ19 70 +Ġhome work +spe aking +Ġencour aging +Ġqu ery +Ġre vers +pro fit +Ġd y +Ġìŀ ij +ëĬĶëį° ìļĶ +Ġso ap +ĠG all +ĠC N +ĠAn s +Ġf ic +ank s +Ġdess ert +ĠìłĢ íĿ¬ +ĠM aking +Ġcome ç +ê³ Ħ +Ġassoci ation +D ad +he e +Ġh ogy +Ġap ro +Ġinvis ible +Americ an +í İ +Ġvi be +Ġem issions +Ġadvoc ate +Ġkick ed +Ġ vel +Ġsum mar +Ġfre aking +ch ron +Ġpin ch +Ġwszyst k +isc al +Ġpro ved +Ġmind ful +Ġt ä +Ġno ises +Ġisol ated +Ġcross ed +Ġê° ķ +Ġvo ilÃł +Ġch ore +ĠR A +C om +Ġrelax ed +at ro +Ġpre vention +Voice over +O D +ĠCo vid +Ġsepar ation +Ġ- [ +иÑĩ его +çĻ ¼ +ĠS D +ble ep +Ġindepend ence +Ġpart ial +Ġalgorith ms +ĠAny one +Ġassoci ate +h um +ic ular +Ġb ạn +Ġbatt les +G ood +App lause +Ġbast ante +Ġadv ant +ĠS weet +Ġref used +ãĤ ¸ +ĠÑĤеб е +pl et +Ġencour aged +åĵ ¦ +Ġmir acle +ĠB un +ĠV ar +rim ination +e lect +ĠM ult +Ġdeliver ing +e ing +Ġc m +ne hmen +ĠL ine +Ġë§ Į +en ced +ĠS ound +ĠCont in +ij d +UN G +k le +Ġth reshold +Ġcomp act +ad t +Ġto es +ĠP ur +own ed +ment ed +Ġdes igning +Ġvacc inated +Ġexha ust +Ġbas ics +Ġcons ists +ĠGu y +ac zy +Ġm ÃŃ +w on +å® ³ +Ġ8 5 +æ Ĥ +Ġm um +Ġign or +Ġprint ing +ac ular +p ow +Ġexpand ing +Ġg ir +ĠC ab +íĺ ¸ +ÑĤÑĮ ÑģÑı +ĠìĹ¬ëŁ¬ë ¶Ħ +Ġang les +Ġterm inal +ĠW on +ĠInter esting +Ġcross ing +Ġbond s +Ġpu eden +Ġor b +lar ın +Ġcreep y +Ġnutr ition +Ġall ies +Ġwire less +Ġdes ired +Ġcomp ute +ĠAri zona +ĠBeaut iful +Ġprodu ces +Ġnuest ro +t ed +Ġel igible +ĠÑģ оз +ic ial +ĠH ero +Ġcons ume +Ġrob ots +Ġpurch ased +c ción +Ġ iz +ượ c +ίν αι +ĠØ£ ÙĨ +Ġshad ows +ĠMed ia +Ġprin cess +Ġk lar +Ġwood en +Ġus ar +Ġg üzel +Ġsl ot +r ade +Ġë Ĵ +Ġhar mon +Ġingred ient +ors hip +ek i +Ġgrand father +Ġexcit ement +Ġpolit icians +.. ! +Ġout s +Ġsepar ately +ĠÑı к +ĠW elt +ĠP ow +j an +Ġorient ation +åı ĭ +L C +age m +ÛĮ Úº +åIJ Ĺ +Ġbran ches +ad en +rent e +ĠI hr +as m +Ġest ão +ĠN ic +Ġsla ve +Ġcomp ress +c rowd +Ġclim bing +ĠMan agement +ĠB ah +Ġpan ic +Ġk or +Ġcool ing +Ġb ind +Ġз ад +Ġr ack +Ġent it +Ġs ends +Ġyour selves +d es +ĠMuslim s +Ġí ļ +ism a +cy cle +un kt +ĠC ore +Ġinj uries +Ġident ical +ка Ñı +ĠDeutsch land +Ġе е +is an +Ġtr uc +let on +Ġback up +Ġult ra +Ġab und +ille urs +Ġby ÅĤo +åħ ĥ +ort ed +Ġearth qu +Ġк л +Ġobs ervation +Ġmainten ant +el en +Ġsett led +Ġp ela +ĠE conom +Ġ Õ +Ġste ering +ĠAL L +ĠC her +Ġpat ience +ĠS now +Ġb or +Ġworth y +Ġcá i +Ġ× § +Ġκ α +d og +ĠK aren +ill es +Î ² +Ġagric ulture +×ķ× Ł +ĠSe an +Ġsens ors +íķ ´ë +ag h +Ġpublic ly +Ġpe ux +ĠAlex ander +Ġprior it +Ġla zy +ard on +atter ing +Ġcost ume +س ت +è¿ ĺ +Ġun w +Ð Ľ +Ġthick ness +qu ito +g unt +ist as +ne ys +ĠëIJĺ ê²Į +ĠBr asil +Ġto ken +Ġaff ili +l on +Ġf Ã¥r +ĠBe ach +Ġw itch +ĠSe ven +Ġp ant +λ λ +Ġcapt ain +å Ŀ +Ġve ut +Ġpou voir +ac z +ĠBar b +Ġut ility +Ġcontempor ary +Ġobt ained +Ġpainting s +e ar +Ġpe an +ĠO g +Ġc ust +л ем +Ĥ ĺë +ĠIs so +Ġac onte +ĠTe le +ĠAss istant +à ī +íĸĪ ìĬµëĭĪëĭ¤ +Ġcount s +Ġbu ck +ĠDe ep +Ġtack le +Ġh arsh +Ġdec ides +éĹ ľ +. âĢĭ +éĤ Ĭ +ĠAng el +Ġlay ing +Ġcal ories +Ġcontro lling +Ġadvant ages +ĠÑįÑĤ ой +Ġappro aching +Ġthreat s +ak an +em atic +m ann +ê³ µ +m umbles +ac ió +Ġmaint aining +Ġfound er +l ah +f ight +Ġadm itted +âĢ¦ . +ķ Į +ab ol +Ġus age +Ġn onsense +ĠPal est +Ġcont re +ĠDemocr atic +ĠE R +j ekt +Ġar bit +Ġг ол +ĠMich elle +ich er +es h +ĠP ho +к ом +4 9 +ĠEner gy +ο Ïį +Ġc ents +Ġref ers +Ġg ospel +ĠSh a +ĠSh are +×Ļ× ł +Ġclin ic +ĠëĦ £ +Ġequ ality +ug s +Ġsh ed +Ġplan es +Ġtout e +re ck +Ġstra nd +Ġbi ology +Ġle ague +ĠP ok +Ġnúmer o +ĠCo ast +Ġconsist ently +Ġnuc le +OO OO +Ġob jet +Ġch or +Ġg inger +Ġd abei +Ġcoop eration +à¯į . +nt en +ç ¤ +l Ãł +ìĸ ij +r ado +Ġpass ive +Ġglo ves +Ġunder ground +Ġlog ical +Ġk et +Ġfunction ality +¸ë ¦¬ +Ġport al +ell er +×Ļ× ¨ +ĠT ed +ĠG re +IJ ľ +Ġperson nel +Ġemer ging +ĠF ür +Ġmeant ime +usal em +ĠC lear +Ġtra pped +Ġìļ ° +Ġdis pl +Ġmet tre +Ġmun icip +Ġwithd raw +Ġsp at +un es +Ġaccess ibility +æĪij 们 +Ġap are +Ġpros pect +Ġн аз +Ġcop per +ĠP RO +Ïħ ÏĦ +Ġattack ing +ĠV in +ĠSt one +Ġinvestig ate +st yle +ĠÎ » +ë ¡Ŀ +ë§ Ī +Ġins pect +Ġli ver +ал иÑģÑĮ +Ġser a +hal ten +em an +Ġmin istry +' ' +Ġd ots +ãħĭãħĭ ãħĭãħĭ +Ñĥ ÑģÑĤ +ĠJ ak +AK E +Ġg aps +uck er +ĠинÑĤеÑĢ еÑģ +ĠEm ily +Ġinter val +Ġt ender +ĠTechn ology +g ame +Ġtri b +ÙĦ ا +ĠDevelop ment +Ùħ ا +Ġwr ist +Ġf ires +Ġtarget ed +ìł IJ +Ġso d +íļ Į +Ġoldu ÄŁ +Ġse asons +vent ions +Ġн его +Ġsomet ime +ли в +n é +Ġt ú +ĠDe us +Ġexec ution +á p +ĠCh ange +ĠInd eed +Ġreg ulation +ĠH ung +é is +Ġwish es +Ġj azz +Ġstruct ural +Ġblow ing +Ġby Äĩ +Ġtherm al +ph ant +ÑĢÑĥ з +ан ÑĤ +ĠP ull +Ġconf usion +нÑĭ ми +Ġscen arios +ìłģ ìľ¼ë¡ľ +Ġд еÑĤ +Ġtatto o +Ġaut re +Ġhe ating +Ġtreat ing +Ġпон им +Ġexc lus +ĠL OL +we ar +ag le +Ġzur ück +Ġr ational +s u +Ġdet er +ĠN ative +à®ķ ள +ach ed +Ġ ãĥ +ĠEnt onces +Ġhor a +ìĿ´ìĹIJ ìļĶ +Ġl ite +à « +Ġsix th +Ġбол ее +act or +Ġpsych ology +çĽ ¸ +Ġdem ands +Ġpe er +Ġnew ly +ĠWW E +Don ald +ĠBo x +Ġp ine +Ġload ing +ĠN ico +Ġs ÅĤ +omm e +AR T +Ġrecru it +Ġbug s +arent s +ĠпÑĢ об +ĠIn side +ipp er +d ramatic +Ġplan ets +ord e +Ġy oga +ch ild +ĠMar ie +Ġãģ Ĥ +ĠB L +Ġfil med +Ġref resh +Ġtomato es +Ġf et +Qu é +Ġ !! +ĠëĤ ´ë +r ine +Ġinteract ive +s al +ann ah +pe z +ç¶ ĵ +Ġunderstand s +ĠTok yo +Ġlibr aries +Ġread er +ij IJ +o z +ĠEnd e +ĠF lo +Ġm ild +Ġpo etry +Ġж ив +æĦ Ľ +Ġbeh ave +Ġdo en +ĠSus an +p age +ra ham +Ġcommunic ations +Ġtun ing +Ġp ac +Ġanx ious +I O +M ark +Ġhi ç +book s +Ġp iss +Ġen abled +achel or +ĠF OR +Ġé c +ĠT R +il st +h at +ĠìĿ Į +Ġty ch +Ġj ar +Ġbuild s +ĠAr gent +Ġinter medi +Ġl ou +Ġa ra +Ġassign ment +Ġcabin et +Ġretire ment +ãģ » +Ġdis abled +ric a +Ġa wards +Ġbo ots +Ġacknow led +Ġth y +Ġêµ ¬ +Ġsy nd +ни й +il ton +Ġprob l +ĠF al +Ġverd ade +Ġ7 00 +ĠLe arning +oc us +Ġpal ace +N ot +t ain +c m +Ġmagn et +inc oln +Ġfig uring +ĠL yn +ĠB oss +ĠV O +Ġdiagn osis +Ġequ ipped +w atch +in os +ad ers +Ġsh elf +Ġorgan is +Ġn od +Ġk ız +pp ers +Ġrest ore +Ġart ic +ĠVo ice +ı yorum +ê² © +Ġspread ing +Ġh ips +Ġw ard +ure au +Ġinter section +6 6 +Ġ3 9 +ç ³ +Ġwait ed +ì ´ +hh hh +Ġd ys +ĠE N +Ġb atch +Ġca f +Ġmark er +大家 好 +or able +ó ria +Ġste pped +Ġcelebr ating +ан а +Ġwor n +ĠF ol +Ġpl a +Ġattempt s +Ġtwe et +Ġr ust +g ence +í Ĩµ +Ġre vel +Ġre cept +en ess +Ġ( ( +ãĥ¼ ãĥ +! âĢĭ +ĠìĨ IJ +Ġinfluen ced +и ж +Ġкон еÑĩно +Ġcolleg es +ion i +Ġs ag +An n +ol ar +Ġexpress ions +Ġsu its +Ġowners hip +el and +pie ce +æĢİ ä¹Ī +Ġdesp ués +Ġt el +Ġins ult +Ġêµ īìŀ¥ +ĠSm all +ĠF R +ok a +ber ries +ĠAnt on +ел Ñı +Ñı Ñģ +Ġval ve +act s +Ġwood s +à® £ +Ġcult iv +Ġf á +ãģ¨ ãģĦãģĨ +Ġche ers +Ġassum ption +Ġfit ness +ÃŃ cul +Ġpod r +Ġwe it +ĠH ind +Ġd ign +Ġз н +Ġsqu ad +Ġdest ro +c ere +sh irt +imm t +eng ers +Ġs ä +k ÅĤad +Ġ ÈĻ +Ġocc as +Ġì¤ Ħ +Ġprocess or +ĠD M +ĠDad dy +Ġsoon er +Ġstraight forward +Ġdepart ments +ĠChr ome +Ġwork place +ĠPy thon +Ġm eng +ĠD AN +ĠI ce +ĠëĪ Ī +ĠG i +Ġh iring +Ġland ed +Ġdemocr atic +ied z +ãģĺ ãĤĥ +Ġse v +ic ia +Ġespe cial +ĠN ous +Ġh ät +Ġb ou +per t +ies z +åij Ģ +Ġv il +ÅĽ li +Ġî n +Ġloss es +éķ · +Ġto ast +Ġreal m +ĠAust in +ĠIn formation +Ġres ume +Ġch ase +Ġsal ary +Ġë¶ Ħ +ли Ñĩ +ĠÑģл ед +ĠFur ther +Ġcar ing +Ġv ig +Ġval or +è¿Ļ 个 +ĠÑĩ а +Ġanalyt ics +Ġglo be +ĠM AN +Ġn el +ìĿ´ì ķ¼ +Ł ¼ +Ġo y +íķĺ ìĦ¸ìļĶ +j en +Ġtrou bles +ah aha +Ġchurch es +u et +Ġmeasure ments +b il +ì ½ +if ully +ин Ñĥ +ĠWil son +¦ ´ +ĠíĮ Į +Ġì° ¨ +Ġp úblic +ĠJer usalem +Ġn ails +Ġsp ine +Ġhe mos +Ġz n +qu is +ĠLe ben +Ġrefer ences +IT H +i per +ĠÑģеб Ñı +ì ģ +ĠW a +st ate +§ Ŀ +åħ ± +ĠGen er +Ġact ress +ĠEn joy +๠ĥ +Ġ× Ĵ +Ġinfect ed +Ġsh aking +Ġn ick +ภ¸ +Ġf ot +Ġaccompl ished +u ke +Ġshe ets +Ġf ence +Ġnurs ing +Ġintrodu cing +Ġfe at +O ne +T O +Ġcl ubs +ĠBru ce +on ge +ch ange +ĠBat man +åı ° +ĠOffic er +Ġhyd ro +Ġsupp lement +Ġc ela +Ġlong est +Ġcompet ing +Ġcon he +g iving +Ġbra ins +Ġlo ans +Ġw age +ĠCl inton +Ġs Äĥ +ane ous +Ġl ord +ÑĢÑĥ ж +Ġqu iz +Ġst iff +ĠL GB +s z +M E +m are +th ere +Ġn är +ĠM and +l ast +Ġd ag +Ġhalf way +ĠB and +Ġëĭ¤ ìĭľ +ĠA ren +Ġi le +P N +ent o +Ġalg um +Ġsoc cer +Ġblock ed +ĠJon athan +Ġse w +ĠTest ament +Ġv ale +Ġbehav i +å§ ĭ +Ġcon na +IC H +Ġaud iences +m l +amm ad +ĠìĤ ´ì +I GH +Ġr aces +em ed +Ġm á»Ļt +à ¯ +Ġover s +Ġdecl ared +Ġs ana +ĠU na +ĠÑĢ е +uck s +Ġp airs +Ġan ge +N e +Ġup s +av y +ø r +ree k +Ġbehav iors +Ġreflect ed +Ġprior ities +Ġcon du +Ġret reat +Ġexp enses +Ġë´ IJ +Ġtri ple +Ġêµīìŀ¥ íŀĪ +ä lt +Ġind igenous +Ġmin ing +Ġaccept able +Ġru in +C A +u ine +Ġpip eline +ct ic +ê t +ĠвÑģ его +Ġb oun +ĠDig ital +ĠBo om +ÑĨ е +Ġл ÑĥÑĩ +Ġas c +ĮĢë ¡ľ +ĠGood bye +Ġrend er +ene z +ar re +ĠTH AT +b our +ic ión +ãĤ Ń +E very +Ġw ires +ĠPar liament +n ung +ate ur +ĠS ave +ĠPh ys +Ġam or +ĠE ve +Ġfr ight +Ġgam ma +Ġmic ros +m itt +ĠC ode +ĠBe y +pl ed +ĠиÑģп олÑĮз +ç Ĺ +ìĥ ī +å¥ ¹ +Ġmon et +ĠJah re +Ġlux ury +Ġde af +Ġbet ray +Ġê² ° +и ки +Ġdefe ated +Ġunder t +Ġwe g +Ġcool er +ãģķ ãĤĵ +iam i +éĤĦ æľī +ĠJess ica +ĠJ oy +Ġsoph istic +ени и +ðĿ ĺ +Ġch ili +ĠTy pe +Ġprote ins +Ġpresent ing +al ia +ìļ ¸ +ĠMaj or +Ġmolec ule +um er +Ġcoll apse +ĠAny ways +ĠMount ain +ant ed +ãĢ IJ +Ġвиде о +æ° ´ +A ud +Ġcon qu +Ġvo ll +Ġkn it +Ġmem br +ĠMark et +Ġd ari +Ġcalcul ated +г и +Ġshrim p +ĠM u +ĠпÑĢ оÑĤ +Ġìĺģ ìĥģ +Ġproduct ivity +Ġcogn itive +ĠHe b +ict ions +ê² ½ +Ġcr é +f ör +Ġpray ing +ash i +ĠT ik +ó r +w en +ÑĮ Ñİ +ix o +Ġ( " +ĠÑĤ ел +Ġìĸ´ëĸ ¤ +ĠпеÑĢ ед +ĠD rive +ãĢ ij +ĠE qu +Ġequilib rium +Ġdescri bes +не е +4 2 +ĠCur rent +y y +Ġabsor b +Ġsold ier +d ers +Ġtestim ony +Ġdec line +ľë ¡ľ +g age +Ġinsp ire +la pping +Ġspin ning +Ġsla very +Ġfac ial +Ġtrad itions +ári os +ĠHosp ital +Ġn est +ĠëĪ Ħ +Ġto i +Ġfe ars +ìħ ¨ +ĠM uh +Ġgradu ation +Ġimpact ed +Ġa unt +ĠLet s +Ġalumin um +Ġdomin ant +ĠDav is +ĠNav y +Ġcom pt +op les +Ġest ava +è ¥ +Ġsc al +Ġpres erve +ĠO pp +Ġpract ically +Ġmagn itude +Ġf itting +Ġcoordin ate +Ġfurn iture +ĠFam il +Ġexplos ion +Ġdocument ary +ĠS cript +Ġport ray +m at +Ġschedul ed +Ġdynam ics +ph y +ak y +ĠU I +C he +Ġcontinu ously +ĠPro v +å° ij +Ñĥ з +ra h +Ġger ne +pro of +Ġsecret ary +ĠPat reon +sc ream +ĠK ids +á»ĵ i +Ġk g +Ġuncertain ty +Ġк ажд +Ġmit ig +Ġread s +å· ² +ĠR u +Ġpri est +Ġн ед +Ġlimit ations +Ġflo at +6 00 +ĠT oy +ĠJim my +Ġoff ensive +en i +ĠX i +Ġeye br +ĠTur k +Ġaccident ally +Ġoh ne +ĠS aud +9 5 +ĠD utch +ан Ñģ +ĠSe attle +Ġëĵ ± +che ck +k ÄĻ +Ġcontrib utions +Ġbes ide +Ġqu indi +Ġfle w +æĹ ¶ +Ø° ا +ĠL O +Ġwa ist +ĠE V +Ġhol idays +j on +Ġmis under +Ñı н +Ġb out +Ġd imin +Ạ½ +ó l +ĠGr ace +Ġinput s +Ġden y +Ġform ing +ĠB ild +Ġad equ +Ġfol k +Ġreject ed +se mb +Ġfrust rated +op en +ĠBet ter +il on +Ġtow el +Ġdifferent ial +Ġsac red +Ġsa il +éĩ Į +ent imes +Ġgentle man +Ġicon ic +Ġcomp aring +Ġs agt +Ġtext s +Ġgrand ma +Ġroll s +Ġcont ents +ä¸į 好 +оÑģ Ñģ +Ġsusp ension +ro it +¦ ¼ +Ġasse z +Ġd ort +ĠM ath +ĠVict or +ĠJava Script +ä¸į å°į +Ġen han +Å Ļ +ĠB ush +Ġpromot ion +Ġk in +Ġmon sters +ĠColor ado +ĠÎ ² +íķ´ì ļĶ +æŃ £ +iffer ent +Ġn aked +Ġpro d +et ics +ĠW oman +Ġtreat ments +Ġest oy +v é +Ġlif ting +Ġy apt +ĠRo ber +Ġì¹ ľ +Ġsubst itute +ak u +r idge +Ġê± °ë +Ġrespond ed +Ġb é +ĠEngine er +Ġtransfer red +ë ² +Ġha ber +o op +ĠW E +Ġv est +Ġfor ty +ĠD S +Ġ200 4 +Ġco aching +n om +ĠB ab +Ġn ossa +ĠJ ake +Ġg y +Ġde leg +Ġìŀ ł +ĠкÑĢ аÑģ +Ġstand point +Ġdis ad +Ġart work +A d +ill o +ĠÄij ược +ĠPr om +ĠL ib +Ġcritic ism +Ġcontact s +ÑĢ ам +Ġachieve ment +ÐĶ а +Ġdiss ol +ĠVeg as +Ġstream s +ĠK ent +ĠعÙĦ Ùī +Ġrad ius +Ġsu cks +ĠA ch +Ġf i +ou st +ĠлÑİд и +Ġpal ette +ĠH az +ĠAnth ony +Ġtem a +ĠC os +Ġsa fer +α ÏĤ +Ġcont rad +Ġma ior +Ġinfl ation +ĠSil ver +Ġatt ending +íķľ íħĮ +art o +Ġapplaud ing +Ġcomput ing +ĠH at +æ » +k now +mak ers +Ġcon oc +Ġeduc ated +Ġmod ified +Ġinc lusion +ment al +ŀ IJ +is ia +ĠÏĢ οÏħ +Ġa un +ĠIre land +Ġk ö +Ġcompl iance +Ġinsp iring +иÑĤелÑĮ но +Ġdisp os +ì° ¨ +Ġw ip +r ical +raw d +Ġt res +Ġmob il +olut ions +B O +Ġb ounce +Ġassum ed +ĠMed ical +Ġf iscal +Ġng Æ°á»Ŀi +ition ally +Ġst olen +ĠB M +Ġmechanism s +ε ί +Ġqual ified +Ġìŀ IJë +ught ers +ĠH IV +ĠL ots +Ġser vers +Ġcar r +ĠT ogether +Ġattract ed +Ġk r +æĪij æĺ¯ +th ur +in in +ĠH alf +È Ľ +ĠP ap +Ġremind ed +AL L +Ġhel met +Ġbott les +Ġprofess ors +Ġse ine +ÅĤ Äħ +ãĥ ı +Ġê±° ìķ¼ +Ġ×¢ ׾ +f un +ĠB ird +Ġfight er +ĠëĶ °ë +ĠT ool +Ġt in +ino is +ë ¶Ħ +×Ļ× Ł +ĠC AR +åIJ į +irst y +Ġout door +ĠN S +ãħ İ +ff en +Ġl ud +H ello +Ġroll er +ie le +ĠPol and +Ġap a +ex p +Ġcertific ate +ĠT own +аÑİÑĤ ÑģÑı +ild e +Ġdeterm in +P R +Ġfree ze +Ġmain stream +Ġobject ives +b lo +Ġtak ie +åĵĪ åĵĪ +Ġë°Ķë ¡ľ +el et +ĠI V +ĠF ast +Ġd ere +em p +ĠD ra +ĠìŀĪ ìĹĪ +Ġdisc rimination +Ġε ίναι +ne cess +æ ® +ıģ ı +Ġpost ing +wi ÅĽcie +Ġl ub +Ġol ive +Ġr im +Ġmodel ing +Ġa ño +ĠPak istan +Ġover l +Ġinf lam +N E +ìĹIJ ê²Į +Ġatt ended +Ġdeal t +ĠAl t +ĠL incoln +Ġaw ake +Ġfil ters +ĠWith in +czy wiÅĽcie +Ġs û +ĠJohn ny +Ġintegr ity +Ġisol ation +ĠE asy +ĠпÑĢ ин +ĠAl ice +Ġsm iling +en ix +, ... +Î ¶ +Ġbeg un +Ġjew el +Ġconvention al +Ġstat ist +Ġhand ed +Ġir re +Ġpro hib +Ġsatell ite +é¦ Ļ +ĠInd ust +Ġtra ged +Ġtra va +Ġih m +Ġcru el +ĠAg ora +ĠD oc +Ġz ones +Ġm all +Ġtr ay +×ķ× ł +Ġir rit +Ġk ans +ĠBe at +ud ge +ie lle +Ġtrust ed +Ġb ikes +ĠÑĥ п +ĠM ember +w ick +Ġcreat ors +Ġher itage +ind istinct +Ġres ur +enn en +C ome +Ġf iring +ĠBu eno +ĠТ о +ik an +ett es +Ġk es +Ġtri ps +Ġdivor ce +ĠK l +Ġcons ol +ke ep +기 ê°Ģ +ĠRep ort +Ġhost ing +Ġdiam ond +Ġcompl ic +Ġhel icop +Ġdep uis +d s +ĠCh an +Ñı л +Ġsc issors +il ation +Ġprop ortion +ER E +ĠÙĪ اÙĦ +int a +Ġmuch as +u ation +it is +æĬ Ĭ +Ñı Ñī +Ġni in +Ġemphas ize +uel a +Ġprodu cers +Ġr ze +änd er +ET H +æ º +Ġconst itu +åĽ ½ +Ġperform ances +ist le +go v +ĠL iter +Ġincorpor ate +Ġeduc ate +ĠN in +ì ª½ +Ùĩ Ùħ +el eration +×ķ× ij +Ġya ÅŁ +or ous +ĠC as +Ġgr ants +ëĬ ¥ +am el +Ġê·¸ë łĩê²Į +ĠE ste +Ñħод иÑĤ +ĠпоÑģ ле +Ġg ent +Ġfocus es +al ities +ĠR h +ë ³´ +æ° ij +ĠD ance +r r +Ġam er +Ġutil ize +Ġl ÃŃ +ĠAm ong +Ġpregn ancy +Ġlo ops +ал оÑģÑĮ +ĠM oh +Ġcatch ing +Ġglo b +Ġa jud +Ġ[ ? +ĠAn al +lo oking +Ġsurf aces +Ġprogress ive +Ġvir al +0 8 +Î ¾ +K A +Ġ ży +Ġpick s +ann on +Ġbul k +ĠR oss +Ġdescri bing +ĠG el +Ġloc ally +Ġend less +Ġmass age +Ġclean ed +Ġtravel ed +ен Ñĭ +Ġsent iment +ig ma +ĠN as +Ġchemical s +Ġright eous +ĠMag ic +Ġrel ates +Ġtruck s +Ġ19 60 +åĪ ¥ +Ġapp et +Ġsn acks +ĠSum mer +Ġy üz +Ġpr is +ĠMex ican +Ġtransp aren +Ġminor ity +Ġver te +Ġl assen +4 6 +л ек +é p +ĠÑĦ илÑĮ +Ġi yi +Ġsp an +íķĺ ì§Ģ +Ġind icated +qu ar +Ġscholars hip +ĠLGB T +Ġhistor ically +ó ÅĤ +Ġmin ist +Ġpen et +ĠR ap +Ġcons ervation +çĽ ´ +ĠH oney +ĠBe i +id el +Ġrespons ibilities +Ġmess y +ĠEx cept +OR E +Ġiniti atives +Ġjun ior +Ġdesign ers +Ġexpl oration +Ġspons or +Ġmob ility +Ġint eg +land o +Ġb ark +Ġindic ates +à ¶ +Ġemploy er +å® ī +Ġcous in +Ġbo iling +Ġch rom +Ġç al +Ġper pet +Ġcont ained +Ġpark s +Ð « +ĠEngine ering +P lease +ĠStart ing +her o +Ġlaw yers +è¥ ¿ +Ġz d +Ġfranch ise +ra ge +Ġint uit +ĠG L +re ach +ĠE lle +Ġnh Æ° +ĠN ord +Ġbe an +0 7 +Ġple asant +å½ ĵ +v iron +Ġgrad ient +z us +ĠE M +Ġess ay +ìĹIJ ìļĶ +ế n +n u +á» « +ĠÃī s +Ġden omin +ĠGirl s +Ġperson nes +ĠاÙĦØ £ +b ild +ĠSt at +Ġcompl iment +ĠK ate +Ġoptim al +Ġh id +د ÙĬ +Ġquick er +w all +E n +IN E +?? ? +ì² ´ +ĠA ction +å Ł +Ġpenal ty +ĠK az +' ? +Ġc ried +Ġcan vas +ft e +Ġexc lud +¸ë ¡ľ +Ġemphas is +Ġen zy +ĠH ou +Ġoverse as +ÃŃ amos +å¸ « +ö glich +Ġhead phones +c n +ĠA ge +Ġa kan +Ġcharacter istic +íķĺë ©´ +get s +Ġë¶ Ī +Ġr ival +Ġb orders +em ente +em ás +Ġy ol +Ġcom pe +end ers +ınd an +Ġmö glich +Ġbubb les +nat ural +Ġar med +Ġel abor +ĠìĿ´ë ²Ī +Ġwash ed +οÏħ με +è« ĭ +Ġfl avors +Ġexist e +Ġpre st +ĠThe ma +оп ÑĢоÑģ +er on +U E +er i +Ġconc er +Ġa ixò +åħ © +Ġprotect ive +Ġзна Ñİ +ĠëĤ ł +ĠII I +Ġme er +ĠSh op +ll i +ĠOr der +ĠM Y +ĠG host +ãĤĤ ãģĨ +ad el +Ġst ole +Ġrele asing +ĠCom ment +Ġtra ins +ë ªħ +Ġw issen +ens ed +Ġdesc end +Ġf ier +Ġrad i +Ġpers u +ç ¢ +Ġм н +ĠD est +Ġwor ries +it et +b as +Ġst ab +n ame +or ic +ĠCl ose +Ġalum ni +ĠS elf +ff e +it ating +ather ine +ĠRight s +Ġell os +Ġwar rant +Ġn erve +Ġveget able +ĠTe il +Ġê°Ļ ìĿ´ +R Y +Ġsustain ability +Ġste ht +Ġbr id +ada ÅŁ +Ġt v +Ġdur ation +Ġpesso a +Ġmet rics +Ġad am +c as +аÑĢ и +Ġev ident +Ġdisplay ed +Ø§Ø ¦ +Ġre ck +ĠBudd ha +Ġde le +ĠDie go +os ph +Ġb la +ĠM ik +ul ator +Ġ200 1 +Ġpromot ing +y ch +ĠE X +Ġlast ly +Ġout line +Ġspir its +Ġve ux +Ġsubt ract +ĠÅŁ imdi +Ġp ins +Ġbur ger +Ġmol to +Ġhab ÃŃa +Ġë° ĺ +ig u +er st +Ġn en +Ġbac on +it ious +Ġcar ries +Ġprom ises +nd e +ĠLe ft +ĠL im +æ £ +Ġ4 4 +Ġcare ers +Ġì£ ¼ë +Ġspeed s +qu é +m ad +mark et +is me +Ġ200 3 +Ġre cess +ĠJ UD +Ġrac ist +ĠSch l +Ġpar ler +Ġot ros +ish es +Ġconvert ed +aa aa +ани и +ĠAr k +ĠCh ance +Ġelement ary +ε ν +ink s +Inter viewer +Ġfre ely +al ah +Ġëĭ¤ë ¥¸ +Ġrequest ed +Ġtor que +no ÅĽci +ou red +ĠSt aff +Ġst ain +ĠAl an +Ġv ere +ĠW inter +Ġdef ect +ied y +Ġbe ats +Ġh á +um n +o ons +it udes +Ġse it +o ly +Ġres erv +Ġext r +Ġphys ician +vis or +Ġhand ful +ĠN ations +Ġì¢ĭ ìĿĢ +uc cess +Ġup stairs +ĠSqu are +Ġhe in +ĠSe ason +ol is +Ġpr ince +Ġdef ensive +ç ½ +Ġм еÑģÑĤ +Ñĸ й +Ġا ÙĨ +um ble +ê¹Į ìļĶ +Ġass ass +Ġcirc ular +Ġqual ities +Ġh mm +Ġbl own +ĠL iz +ĠK ur +ĠS A +Ġfind ings +Ġcol ours +Ġde lle +ĠI R +ĠA th +ĠD ub +ĠO x +ĠØ ® +Ġpo ckets +Ġgr ill +Ġswitch ing +Ġprefer red +ĠW ales +Ġex emplo +Ġchop ped +Ġvacc ination +Ġne uro +Ġspec ify +iv os +Ġser á +Ġz ie +Ġà® ® +Ġresult ing +ĠU gh +Ġmess ed +C D +Ġpa ar +Ġcom er +Ġcou ch +ĠFest ival +Ġ4 9 +v ous +z ens +ç¨ ® +ĠKenn edy +ĠT s +Ġë³´ì Ĺ +Ġdemonst ration +Ġun to +Ġfrust rating +Ġlabor atory +Ġe gy +Ġbeaut ifully +Ġìŀ ¬ë +Ġal gu +Ġö yle +ä½ł çľĭ +ĠP H +Ġfort une +Ġclean er +ĠRob in +Ġsa us +ĠG eld +Ġk at +o bs +Ġol ur +Ġm att +Ġquest a +Ġsuggest ion +en cer +о ÑģÑĤ +Ġrad ar +Ġìŀ ¡ +ish a +à® ¨ +ãĤĵ ãģª +j es +Ġve el +ìĤ ° +Ġauth ors +ãĢ İ +pl an +Ġcollabor ative +Ġinst inct +Ġfar ming +au ge +E du +Ġmembers hip +Ġsimult aneously +Ġb ake +Ġk ä +Ġlect ures +Ñĩ еÑģ +Ġprend re +Ġcoll aps +ĠS aya +ĠF ut +Ġy og +ĠR ather +ر ÙĬ +Ġcamp s +ол од +Ġsim ulation +ĠM ak +La ughs +Ġgre y +Ġsent ences +y en +ĠUn less +J e +ĠSat an +ĠÑĤак же +ĠN A +Ġbr on +Ġ? ] +Ġsoul s +Ġlight ning +Ġimag ined +Ġczy li +ps ilon +et ta +Ġbelie ving +Ġstrong est +ĠC ON +Ġquel ques +Ġimmig rants +Ġwall et +éĢĻ æĺ¯ +ĠJer sey +Ġimplic ations +Ġfor b +ãĢ ı +Ġun believable +Ø§Ø ¡ +Ġoper ational +ü s +ĠG M +Ġê·¸ëŁ °ëį° +Ġgrac ias +Ġent end +ĠReg ard +ro b +ĠÑĤ еÑħ +è ı +ĠRev olution +Ġwa ar +ĠB iz +th eless +Ġspons ored +qu ier +ĠìĿ ¼ë +Ġte k +ĠëIJ ł +ig keit +ĠL uck +ĠCertain ly +Ġto ll +Ġн иÑĩего +ĠM oney +ĠÑģ ÑĤоÑĢ +ĠDou ble +ĠW olf +Ġch unk +ά ν +it és +on ing +M ar +Ġgrand es +Ġcollect ions +ĠEurop a +Ġа ÑĢ +ĠâĢĭâĢĭ âĢĭ +Ġê·¸ëŁ¬ë ©´ +Ġоб ÑĬ +Ġãģ ª +Ġìĭľ ê°Ħ +ĠC ustom +Ġì² ĺ +Ñĸ лÑĮ +Ġindivid ually +í Ĺ +Ġdo zen +Ġo we +ĠVict oria +åı¯ èĥ½ +Ġbe et +ur b +Ġanal og +i ção +Ĥ ľ +so ever +Ġmod o +Ġsubscri bed +ìŀ ¬ +Ġent ities +çī ĩ +Ġclos et +Ġrespond ing +Ġprin ter +ĠStep han +Ġby ÅĤ +ĠD om +ĠF ern +ĠP ier +ĠwiÄĻ c +Ġh ence +Ġmod ules +ãĥ ¬ +ĠëĶ ± +ĠDann y +ĠÑģеб е +Ġv ad +ĠìĹ Ħ +Ġs ous +Ġsp here +B Y +ĠP ed +ign ed +Ġwhe at +Ġund ers +Ġevol ve +Ġdec lar +Ġlight ly +Ġident ifying +æĦı æĢĿ +Ġlegend ary +Ġgen uine +Ġgr ind +ĠU ne +ge ben +Ġb icy +Ġjump s +Ġprov ince +zi ÄĻ +Ġ×IJ× ł×Ļ +Ġh oc +Ġб л +ĠGr ad +Ġreven ge +ĠاÙĦ ت +o oh +æĭ ľ +аÑĨи и +å¹ ³ +Ġelect ro +ĠëIJ IJ +ãģ§ ãģ¯ +Ġf als +ri el +ok er +ĠEx cellent +ĠMor gan +Ġbr ick +Ġsubstant ial +Ġpoll ution +ĠT ür +ĠEv et +Ġl ung +ãģ ĸ +×Ļ× © +omm es +Ġreal izing +Ġhum ble +ĠL ock +Ġb od +Ġìĸ ¸ +Ġpe ers +uz z +Ġembed ded +Ġclar o +Ġag greg +Ġemploy ers +ĠR aj +Ġãģ ¨ +ĠY i +Ġje u +at ers +Ġstri kes +n os +aut res +d r +op her +ĠApp arently +íĺ Ħ +Ġinf ant +ا ب +ÑĤ Ñĭ +í Ľ +Ú ¯ +Ġred es +acaÄŁ ım +ĠDA VID +ĠCh icken +Ġperspect ives +Ġview er +Ġsh ar +ĠпÑĢо из +lig t +er os +it able +ил оÑģÑĮ +Ġdif ÃŃ +´ë į° +Ġret ired +Ġthat s +zen ie +be iten +Ġmy cket +ĠR ab +Ġinflam m +ì° ® +Ġd um +Ġdad dy +æľ Ł +Ġimm ers +Ġplay list +௠Ĩ +Ġtra um +Ġref use +st ep +à® ļ +c up +Ġpop s +r imin +ay ım +Ġa ld +Ġun necess +Ġd ah +ĠIr ish +Ġcomp r +la ÅŁ +T P +Ġtransl ated +S c +ce ÄŁim +´ IJ +Ġd rei +ĠлÑİд ей +Ġqu iero +Ġhe le +z lich +Ġapp les +Ġdistrict s +Ġcred its +Ġas p +Ġëĭ ¨ +or al +å½ ± +Ġste pping +ĠV a +Ġg ains +6 5 +Ġnuest ra +ed ay +ass ador +ĠL ind +Ġcrop s +ci endo +ig ue +Ġb ana +A m +Ġp ent +Ġadd iction +Ġpack aging +ä d +ª ¨ +Ġper què +Ġcampaign s +Ġste ep +Ġne ue +Ġembarrass ed +Ġdist inction +it zer +åij Ĭ +Ġregist ration +Ġll am +ĠAlm ighty +li est +Ġu z +n ak +ç º +Ġter az +iam ente +Ġtrans actions +Ġc ôt +Ġswitch ed +Ġcom bo +Ġpray ers +Ġintern ship +Ġaddress es +Ġchar ity +ĠW OO +Ġb ait +è¿ ĩ +Ġ � +Ġf ica +ĠTy ler +ar u +Ġat oms +ĠLe vel +ĠпоÑĤ ом +Ġf ame +ul k +Ġteach es +Ġre build +ед ÑĮ +ĠIndones ia +ush i +ĠSh ort +Ġens uring +f s +e le +Ġmargin al +Ġconclud e +am t +Ġver ify +ĠMc Donald +Ġsk al +Ġrec onst +ĠM ann +Ġbas ement +Ġtransform ed +Ġoccasion ally +z one +ĠD ans +Ġкак ой +Ġdiagn osed +ĠÏĦ α +Ġcomm ands +Ġpresident ial +Ġab b +Ġbrack et +ĠL em +Ã¥ ng +Ġfavor ites +Ġrev ol +ĠíĬ ¹ +Ġhar ass +é ħ +Ġcle ans +st änd +Ġknock ed +Ġpe oples +Ġmusic ians +Ġmut ual +ĠC old +8 8 +ze j +at ie +ĠHon or +Ġobs essed +ĠM USIC +ĠBre ak +ú ng +Ġmod ify +Ġs öyle +Ġ×ŀ ×Ķ +ĠOn line +f o +ĠMill er +Ġlik ing +Ġin hab +Ġgrat itude +ĠJour nal +arn ess +J ohn +ĠG it +åī Ľ +Ġsin cere +ĠS ci +ĠE li +Ġsymbol s +Ġman ually +ε ÏĤ +Ġв Ñĸд +ĠF at +Ġlab els +Ġsophistic ated +ump s +Ġrele ases +Ġ4 7 +ĠO M +ê°Ģ ë +ĠB ien +ĠRe f +è¨ ĺ +ĠSt a +ĠE gg +Ġindic ator +ps on +Ġnas ıl +R ight +Ġcon vey +Ġkn ot +Ġconnect s +ul as +Ġpre ced +Ġine quality +am iento +Ġrep ly +O Y +Ġdism iss +ĠëIJ ľ +çĦ ¡ +ĠÑħоÑĢоÑĪ о +Ġm éd +Ġrandom ly +ĠO nt +u ard +Ġpull s +ĠÑĤ епеÑĢÑĮ +ĠNe ed +ĠSo ft +Ġstrength s +Ġgo ed +um en +æŃ » +Ġíİ ¸ +Ġд об +Ġclar ity +ĠA i +Ġball oon +ĠP and +ĠìķĦ ëĭ +Ġsh iny +Ġsmall est +on ia +h ill +ot ing +Ġe ing +Ġmere ly +Ġse us +Ġн еп +Ġí Ĩµ +Ġgu ides +Ġspecial ist +Ġste ak +ãĤĪ ãģĨ +Ġmig ration +que le +Ġru ined +Ġpu pp +å¥ ³ +Ġk end +ang an +Ġpal m +Ġunf air +Ġz m +ĠD V +ch ester +и Ñİ +Ġo oh +er g +AT H +° © +åĵ ª +r ison +Ġinvol ving +Ġpart ly +anç ais +Ġv ow +Ġprom inent +Ġcry st +ib a +Ġdes erves +Ġover t +Ġsens it +ĠWh e +Ġtight en +Ġintim id +Ġal iment +w ill +Ġstrength en +ĠT an +åı Ī +ãģĹ ãģ¾ãģĻ +on i +ĠM un +Ġpro ph +Ġrehe ars +ĠK le +Ġve ces +Ġwonder ed +ok i +Ġsens es +´ì ĭ +Æ°á» Ľ +ĠÈĻ i +Ġmuch os +Ġwatch es +ortun ate +ĠJ uan +ìŀĸ ìķĦ +ÑĢ е +e i +ion en +Ġexperiment al +Ġda ughters +ภĽ +Ġment ally +bec ca +aw are +ìĦ Ŀ +Ġwhat soever +Ġen ables +ĠL ow +o id +ภĬ +ó d +Ø º +Ġconstruct ed +ĠLad ies +Ġaccus ed +Ġа н +D an +Ġsp awn +Ġcontain ers +Ġart istic +ı p +Ġdisc l +Ġaut res +in as +ĠN ation +Ġn ag +be an +w he +ľë ıĦ +ĠSe oul +Ġíı ¬ +ĠN ich +Ġcomp lement +Ġinter ven +ĠMod el +ĠOr ange +nam on +Ġcalcul ation +se e +Ġusted es +Ġle b +Ġdo ct +Ñĸ н +Ġf oster +Ġel astic +ĠAh h +Ġa ce +ĠP ink +ĠJ eg +Ġde er +ãģĹ ãģĦ +s is +Ġjak o +ĠEm ma +ÑģÑĤв енно +Ġport rait +Ġmak er +Ġa ument +ÑĢ об +Ġairpl ane +Ġtransparen cy +Ġadjust ment +ĠCD C +ç on +Ġupload ed +Ġд ейÑģÑĤв +Ġго ÑĤов +Ġit er +Ġcur se +ô n +mer ce +ar an +Ġle ak +çµ IJ +Ġabs ence +Ñģ кий +Ġread ers +al er +Ġbene ath +ang o +h etic +Ġfin ns +Ġpo op +Ġdu plic +H i +ig s +olog ically +op p +Ġd izer +ĠAll en +Ġgl i +Ġacc eleration +Ġvit amin +ãĥ Ń +v ä +ĠAc cess +à® Ļ +r ás +Ġappreci ated +Ġn ah +Ġpos ter +Ġt ale +Ġhighlight ed +æĸ ĩ +ż eli +Ġblock chain +Ġmic row +Ġcin ema +ĠCh ang +ĠSe arch +ust ers +ĠZ ero +ĠDiv ision +ÑĢ аÑģ +Ġsca re +Ġj elly +ĠAdminist ration +S O +Ġl ined +Ġê° Ħ +Ġge ben +Ġso da +Ġwin ners +³ ¼ +Ù Ĵ +ĠAm b +åķı é¡Į +å Ķ +Ġpe g +å· ± +4 3 +Ġra us +Ġre wards +Ġinc lus +Ġhigh way +Ġha h +Ġmultipl ied +Ġs ẽ +Ġdisci ples +Ġn ing +Ġdress ing +Ġattrib utes +ĠM osc +ĠGree ce +Ġse k +ĠLe arn +Ġj us +rend re +Ġperson ne +pl ete +Ġpl acing +Ġl uego +ill ance +Ġоб Ñī +Ġprov ision +Ġl ion +t ra +bo ards +Ġbehavi our +he y +Ġsubscri ption +Ġprot agon +ãĥ £ +Ġvar a +ĠÅŁ u +Ġha ha +Ġteas poon +æ Ł +av oir +Ġcrypt o +ĠÑģÑĤ аÑĢ +ĠSt ore +ab s +ĠStud ents +Ġla und +int o +Ġapproach ed +° ľ +ÑĥÑİ Ñī +ĠL abor +ot es +iat ric +Ġgro ÃŁ +ut ive +Ġи д +ĠG ib +Ġpl acement +ĠdifÃŃ cil +Ġf rog +ĠвÑģе Ñħ +ĠJ r +az ed +Ñĥ Ñī +Ġê ¼ +fr ame +а еÑĪÑĮ +Ġlock down +åij ³ +Ġmed i +Ġ×Ķ× ŀ× +ени й +em ale +ì¢ ħ +ater al +Ġdist ant +Ġbe ars +Ġjournal ist +è§ £ +ĠMarsh all +ĠIh nen +uet ooth +b ag +ĠÄij ã +ĠHigh ness +Ġì° į +и ка +ĠW u +ĠFr an +Ġp eng +Ġf on +Ġhypothes is +ĠÑĢ Ñĥ +Ġl y +× ļ +ìĽ Ķ +ĠRad io +ภŀ +D av +Ġembarrass ing +ĠìŀĪ ìĸ´ +Ġcast ing +Ġc age +ĠP sych +ĠìĿ¼ ëĭ¨ +ĠÅ ¾ +im b +Ġdirect ors +S H +ĠÏĦη ν +á»ģ u +Ġkon uÅŁ +Ġoption al +quar ters +ik er +ĠS ant +Ġvers es +ë ¶Ģ +Ġo lar +ĠÏ ĩ +ãĥ ķ +Ġγ ια +ĠI mm +Ġcontrovers ial +Ġer sten +Ġreci p +ĠChristian ity +Ġê´ ľ +ord on +×ķ× © +Ġsl ash +ĠP f +Ñĥд ÑĮ +×ķ× Ŀ +ĠPer ry +Ġm amy +Ġbackground s +Ġà®İ ன +Ġpend ant +ĠColumb ia +Ġin verse +ĠÑĩеÑĢ ез +Ġs v +Ġdig ging +4 1 +ch em +Ġnavig ation +ĠSh in +ĠFr ont +P D +Ġbe aring +ĠW asser +Ġw ax +ĠCH RIS +ch ing +Ġpress ed +E l +ĠD al +ons in +Ġb inding +Ñģк ой +po ons +Ġmo ck +are st +к ÑĢа +M M +Ġcor rupt +st orm +Ġref res +ĠCo ach +ll ä +ĠTH IS +Ġpar ag +Ġìĵ ° +p ool +Ġbill ions +Ġê¹ Ģ +gr oup +Ġwel coming +cell ence +ĠDu ke +ê¸ ´ +Ġprim era +ìł ¸ +Ġp ond +Ġstat ue +Ġêµ ¬ë +Ġh atch +Ġinstrument al +Ġresident ial +ì» ¤ +Ġaccept ing +osh i +d ate +ĠìĶ ¨ +Ġplant ed +Ġj oking +Ġì Ħľ +Ġh ated +ĠÑĢаÑģ Ñģк +Ġsle pt +Ġpack ages +Ġisland s +es en +ÄŁ ı +Ġdi agon +ĠO sc +Ġmes h +Ġsc ales +ar ity +ĠDef ense +ãģ¡ ãĤĩ +ĠLew is +ĠÑģ егоднÑı +Ġfl ies +uin ely +ĠCons ider +Ġst ark +he w +ĠAs ÃŃ +³ ´ë +Ġprop ose +Ġíķĺë ©´ +od o +ĠNorm ally +Ġhe eft +ĠHarr is +g ro +ĠBlo od +b ase +Ġi OS +Ġtouch es +Ġinsp ir +Ġ× ĵ +Ġb inary +Ġì¶ Ķ +Ġser ial +Ġ ion +Ġunemploy ment +Ġodd s +ĠF ab +ĠF BI +BR UN +Ġweight s +ν ο +at ile +Ġnurs es +Ġinvolve ment +ĠíĶ ¼ +Ġgovern ance +Ġâ Ĥ¬ +ÑĢÑĥ п +ier ra +íĺ ķ +ĠJ erry +Ġbe ard +Ġsal vation +ĠAl ong +g entle +ĠK i +b ol +ĠPl at +Ġhas ht +è¿ ij +Ġw are +Ġpart ie +y cz +Ġint r +F ih +n ent +Ġche at +il en +Ġë ¯ +or ie +Ġfá cil +et ric +Ġaffect ing +unci ation +Ġaff airs +Ġbe e +Ġview ing +Ġor ang +ĠL an +ĠС ÑĤ +ä¸ ĸ +ĠM es +ĥ ģ +er ie +Ġes pa +Ġinter pre +Ġposs ess +Ġpure ly +rit o +f ound +as ma +ìłģ ìĿ¸ +Ġexam ine +ĠÑĥ м +Ġbes ch +ĠTom orrow +ĠB lock +Ġvari ant +Ġprefer ence +Ġcoach es +Ġmedic ations +Ġíĺ Ħ +Ġemp ire +ë Ħ¤ +ĠIll inois +Ġcris py +Ġth ì +Ġbe es +7 7 +Ġgl ow +è º +ĠStud ies +åIJ Ħ +ĠChall enge +Ġunlike ly +Ð § +ıy orsun +DI E +Ġminim ize +iz ard +Ġú n +Ġencont rar +ĠK ill +å » +Ġvan illa +ĠGr ant +ĠG T +se a +Ġs ought +в од +Ġnä m +ĠA unt +OW N +Ġpump kin +st ellen +Ġr ag +ег да +Ġstory t +Ġfor um +æ© Ł +Ġestab a +uch e +Ġcon gress +ĠRe y +Ġdram atically +ĠSp ort +ĠYe llow +Ġê³Ħ ìĨį +Ġdisg usting +ĠRe cent +Ġacqu ired +Ġc ables +çĶ ļ +d in +Ġv isto +Ġcommunic ating +ÑģÑĤав лÑı +еÑģ ÑĤо +ãĥ»ãĥ» ãĥ» +Ġré g +Ġso cks +Ġpro ces +be cause +Ġut ter +Ġcoloc ar +Ġnew est +Ġgr amm +è¡ ¨ +ä¸į çŁ¥éģĵ +Ġsh ifting +Ġcar rier +ĠÑģк оÑĢ +ĠSch w +Ġexec uted +Ġmaint ained +ĠÏ Ĩ +ĠM oses +Ġdis se +Ġhor r +ãĢ ľ +Ġr ally +Ġall em +ĠEvent ually +Ġdi yor +lv ania +Ġsch nell +Ġê³ ¼ +Ġë§ ¤ +Ġstrugg les +l ate +Ġclar ify +é ment +Ġmulti plic +иб о +Ġjour n +Ġfra gr +Ġsurprising ly +Ġdesper ate +5 2 +Ġs ul +ĠRe ad +ĠF ried +Ġm ond +w oo +Ġorgan izing +ãģĹãĤĩ ãģĨ +ĠSo on +Ġв опÑĢоÑģ +ĠN ur +ĠÐĹ Ð´ +Ġsp ider +е ÑģÑı +Ġtutorial s +Ġnutri ents +or er +Ġcoe fficient +Ġarrange ment +Ġpr icing +n an +y u +B L +Ġtri be +ĠHow ard +un ks +Ġnew er +Ġprov in +Ġpred iction +h os +Ġol sun +ĠAr ound +Ġv ier +ĠÑģÑĤоÑĢ он +Ġv alley +ĠE la +if i +Ġgal axy +Ġtran qu +Ġad vers +ĠTem ple +iff s +ig ence +èĩª å·± +Ġkön nte +ĠÄij ó +D id +Ġphotograph s +ĠA WS +ÑĨи Ñı +Ġgu ards +Ġappoint ed +ĠG il +Ġм ом +Ġc od +ĠUn like +Ġeven ly +isc onsin +Ġest ou +Ġm nie +ĠEx ec +ĠM V +ĠE ine +ä¿ ¡ +ĠRog er +ĠF ac +ĠL ist +Ġf uer +аеÑĤ е +om ed +Ġattract ion +èī ² +Ġter rain +ĠD rop +Ġcorpor ations +Ġsci ences +Ġthr one +ãģĦ ãģŁ +Ġa j +ĠR ot +çī ¹ +Ġsupp orters +ĠB ere +H ere +Ġdifer entes +Ġsignific ance +Ïĥ η +æĪij 覺å¾Ĺ +Ġcl amp +Ġë ĮĢë +Ġfab ulous +re z +æĮ ģ +Ġassum ptions +ut her +w id +p ot +è¿ İ +Ġy an +ul in +ÑĢ Ñĭв +ĠSl ow +ĠPenn sy +Ġíķ ´ìĦľ +Ġme io +Ġwealth y +ĠE ight +Ġpul se +Ġfr iction +id ity +ĠH oll +i yorum +Ġsound ed +ĠC arr +Ġfor k +â ĺ +ĠP A +Ġcons pir +Ġc oding +r t +ĠTy p +Ġìĸ ij +Ġп ог +Ġmis er +ĠÑģм оÑĤÑĢ +ĠSw eden +Ġolar ak +ĠZh ang +ĠCh i +ĠT itan +Ġscreen ing +ĠSp ider +ĠÅŀ imdi +Ġobst acles +lar a +Ġchalleng ed +p se +T ON +á» ¥ +ĠP i +Ġlag i +ie urs +Ġhur ting +Ġneg lect +Ġgener ating +Ġyoung est +Ġaud it +ĠÑĢ ез +Ïģ ά +Ġdon ate +ĠPD F +Ġvis its +Ġcru ise +P P +as er +Ġw sp +back s +iv als +ãģĨ ãĤĵ +Ġde ve +Ġprop ort +Ġc ath +ĠE ffect +Ġwind s +ĠìĻ Ķ +Ġchart s +Ġs ama +Ġautom ation +Ġпок а +Ġol an +Ġbo ats +Ġca fe +Ġden ied +ĠM ama +Ġblock ing +ĠTh or +Ġphenomen al +Ġstake holders +Ġun os +Ñĥ еÑĤ +ĠAb raham +ãģ§ ãĤĤ +Ġdetect ion +Ġjur is +Ġpower ed +z ial +Ġwel fare +Ġup grad +Ġmoż na +ĠC ase +c ular +Ķ ìĿ´ +ãĥ ģ +ĠGu ess +Ġcy cles +ä¾ ĭ +çµ ¦ +ro ck +um i +Ġel ite +Ġqu è +åł ± +ÑĤ ом +Ġsh ore +gun ta +Ġk u +Ġfaith ful +ĠJ eremy +a id +à · +ug al +å°į åķĬ +ĠV el +Ġvra i +st ell +¨ ¸ +Ġk ol +è ½ +Ġquant o +Ġз аÑĢ +Ġ200 2 +es y +Ġres erve +Ġмом енÑĤ +Ġdeploy ed +Ġdefin ing +Ġsa u +Ġga at +" ) +Ġtrans mit +Ġpubl ishing +Ġrank ing +Ġoff ense +Ġ4 6 +p in +ĠT aking +Ġentit led +Ġgen uinely +Ġvari ations +Ġfind e +Ġt au +Ġunf ortunate +ĠR ah +port s +Ġc Å +Ġmon key +Ġbr ac +we i +l ung +Ġart if +Ġsy rup +ĠÐĶ ав +Ġlift ed +Ġche z +ĠAd vent +ĠSt ock +Ġdo l +м ен +иÑĪ ÑĮ +Ġy n +g io +d et +Ġdes se +Ġg ri +ĠChair man +ç ħ +Ġcu enta +an im +Ġcra b +Ġesc al +Ġpremi ère +ĠGe f +Ġd ining +Ġsevent h +Ġch asing +ĠT ower +Ġbrut al +Ġfundament ally +ãģ¨ ãģĨ +л ениÑı +st age +Ġacqu is +Ġcyl inder +Ġcomm ander +m em +ĠU V +ha ppy +Ġe psilon +Ġinv itation +Ġfar mer +ch air +Ġdest iny +Ġso vere +ĠHeb rew +Ġserv ant +Ġbe w +Ġg ast +ut ies +Ġadministr ative +ĠComm and +é ta +Ġnit rogen +ê· ¼ +Ġab i +Ġvill ain +Ġblank et +ĠS end +Ġbeat en +² Ħ +Ġvol unt +Ġschol ar +ĠEm peror +Ġ4 3 +v able +ĠD us +ĠG U +Ġtarget ing +ww w +Ġamend ment +ìĨ Įë +Ġt ing +Ġn asty +Ġg auge +ĠÑĢ од +ĠH ans +Y our +α ν +Ġpro jet +ĠHawai i +Ġsusp icious +Ġsch w +Ġremo val +Ġint rig +ĠM U +Ġp onto +ठ¾ +Ġоб ÑĢаз +Ġguess ing +p ace +Ġm others +Ġmill imeter +л ение +没 æľī +Ġavail ability +ic z +æŃ ¤ +Ġfr act +Ġbas es +k m +ĠB TS +ĠF ield +Ġd zie +Ġseg undo +ĠëĤĺ ëĬĶ +Ġlegit imate +im as +Ġв н +Ġcor ruption +Ġsm ash +ĠVal ent +Ġalign ed +ĠPennsy lvania +Ġg ab +ĠE un +ent h +ĠMor ning +Ġcand le +Ġback pack +ĠIslam ic +a ções +Ġenc ry +Ġmushroom s +íĮ Į +d it +Ġtrans it +ĠW isconsin +Ġparticip ated +ĠIl s +Ġunf old +¶ Ģë +Ġprof its +Ġwar ming +ĠG ang +Ġnetwork ing +Ġme ga +Ġthorough ly +le ments +ĠH m +Ġdec iding +Ġemotion ally +Ġexha usted +ĠÐŁ оÑĤ +c ido +ĠHT ML +Ġcopy right +Ġmel ody +y im +Ġand ers +osh op +Ġë³ ¼ +Ġathlet e +ĠG E +Ġfrequ ent +Ġdes ires +Ġneed ing +ĠY un +Ġrif le +Ġlo ver +' T +Ġd ense +Ġt ão +Ġnot ified +Ġid i +ìĹ Ń +í Ĩ +Ġinteract ing +Ġrapp ort +еÑĢ и +s ki +Ġb esser +Ġmanufact urer +ĠK yle +Ġaccount able +ĠS ak +ĠP il +ĠD omin +Ġpres um +ĠÐĴÑģ е +Ġvine gar +Ġguarante ed +çľĭ åĪ° +Ġhand led +éŁ ³ +c at +Ġcivil ization +Ġaccom p +ĠV M +é mon +Ġde ze +Ġgrad es +Ġsoll te +Ġst aring +×IJ× ª +ar nt +Ġhoriz on +Ġtrav ail +h our +第 ä¸Ģ +ĠE D +ĠD ak +Ġn y +Ġcon ve +ĠCh am +Ġfir ms +ĠL iu +ĠÑģÑĤ ÑĢан +Ġli bert +Ġlens es +Ġint ake +ĠвÑĭ б +Ġmens en +h el +Ġpract ition +Ġ3 50 +ãĤ ³ +F O +Ġbed s +Ġancest ors +ĠìĹĦ ì²Ń +Ġdistur b +ĠLast ly +ĠSupp ort +ี à¹ī +ĠCor ona +Ġenthus i +Ġвоз м +ĠìĤ¬ëŀ Įë +Ġ5 2 +b ird +Ġredu ces +ĠìŀĪ ìĿĦ +ĠG ene +êµ IJ +ÄĻ p +ĠÃľ ber +Ġconcer ning +us er +Ġconcent rate +ĠWH AT +ish op +onym ous +no ld +Ġsuggest ing +© ° +ĠF ish +.... .... +Ġvess el +Ġtrabaj o +ãģ µ +ĠO cean +å§ IJ +y g +Ġtown s +d el +Ġterr ifying +Ġçal Ä±ÅŁ +Ġs ino +Ġe ats +Ġge z +Ġg eme +ĠìĻ Ħ +Ġcomp art +Ġimplement ing +ĠPot ter +ĠGerm ans +Ġg ÅĤ +Ġt ennis +Ġcar pet +au er +ĠSaud i +ye ong +Ġcur ry +ĠFore st +Ñĭ л +Ġfif teen +Ġbol ts +Ġ{ \ +¬ ´ +Ġsett lement +Ġl ange +Ġb am +G et +íķ Ļ +Ġsw ap +ĠK han +Ġcomm ence +Ġquar antine +Ġsc ored +ç ĸ +Ġ19 50 +Ġthick er +Ġsû r +åı £ +ĠLar ry +Ġall ez +ìĭľ ëĬĶ +Ġg ü +Ġspect acular +/ / +b oth +Ġst ats +å¦ ³ +ĠN ancy +Ġbun u +Ġcr ust +Ġactiv ated +Ġê·¸ë ŀ +out he +Ġport s +Ġne ural +Ġj aw +Ġobserv ations +Ġvo it +ab an +ả i +¦¬ë ¥¼ +om es +௠ĭ +qu i +Ġkind ness +Ð ij +Ġ4 1 +Ġmoder ate +Ġang els +ĠT amb +è t +Ġch lor +ĠBill y +ì² ĺë +ac on +Ġselect ing +ĠDel ta +Ġn ull +den ly +Ġci ud +Ġtend ency +Ġbreak down +Ġm int +ÑĦ оÑĢм +or ph +Ġda wn +s pr +ĠW ILL +äch lich +Ġpu ppy +7 00 +Ġà® ¤ +Ġfail s +ĠCon c +Ġrel atives +Ġinv iting +Ġaut onom +Ġcomp osed +Ġun ity +Ġdec is +Ġaccess ories +ĠC ass +Ġb ist +ĠT ip +ì§ ¸ +Ġp unt +Ġr áp +éĢ ² +AN K +ãģ ļ +ex ist +Ġcompat ible +Ġn er +Ġе мÑĥ +Ġa plic +Ġb apt +Ġfail ing +ĠTam am +Ġos cill +Ġletz ten +Ġrepeated ly +Ġjung le +ĠP ush +h ai +ĠÎ · +Ġdead ly +Ñı ж +wi Äħ +ĠComm on +ĠÎ ķ +Ġsk ate +T C +ĠMin i +Ġhob by +ầ n +Ġrout es +Ġam igos +Ġcon jun +Ġpartners hips +Ġno vo +Ġa ver +Ġpou vez +br idge +Ġpre oc +h im +Ġtur b +Ġso b +ĠSn ap +Ġì° ¸ +min ute +Ġtra ject +uj ÄĻ +Ġe ager +Ġregul atory +Ġbank ing +b ling +ÑĪ ÑĮ +a ż +Ġbiz arre +it ated +d ire +Ġthreat ened +Ġsh ining +Ġn esse +Ġcor ps +ĠÑģ Ñĥ +Ġt eles +Ġtem p +t em +Ġк ан +Ġfe ver +N ew +Ġheav ier +ĠS ah +b ud +Ġout ros +Ġì° ¾ +Ġëª ħ +arr ing +Ġê´ľ ì°® +ĠN ap +Ġse min +ĠTh an +if s +Ġdes en +ĠÑĤак ое +Ġlos es +ĠB alt +k on +Ġнап ÑĢ +Ġvo is +ĠMosc ow +Ġch airs +h is +Ġrefuge es +k g +Ġk ole +į ¨ +аÑģ ибо +¦ ½ +ĠUn iverse +ĠDire ct +Ġche ating +ĠC in +Ġpat ri +Ġadv ise +ĠN ether +Ġprime iro +Ġmention ing +n ut +5 6 +ar ı +Ġpet ite +b led +Ġpens ar +ic io +IN D +Ġveter an +Ġlad der +Ġconsequ ence +ож ал +ĠB urn +Ġr ug +ĠM ade +Ġg it +" ... +Ġcompet itors +Ġprz ed +Ġapp arent +ĠArgent ina +ĠWork ing +Ġcollabor ate +w oman +Ġret ain +Ġle urs +Ġdash board +×Ļ× ĵ +ĠEar ly +B M +Ġе Ñij +ол ог +Ġsatisf ying +Ġoft entimes +Ġma pping +ünk ü +ar th +f old +Ġlaunch ing +Ġa ura +Ġprec ision +work s +G od +Ġstra p +ĠIm per +Ġr ivers +Ġ | +Ġcu er +reg on +Ġarri val +ка Ñħ +ĠM iami +ан Ñĭ +Ġsurviv ors +ĠSen ior +Dav id +Ġest ado +Ġse ctors +Ġpop ping +Ġch im +ay ı +Ġkun nen +Ġgall ery +Ġsun light +ese hen +Ġye lling +ĠMe in +ĠPho enix +Ġman o +Ġhistor ia +Ġoccur ring +æ¬ ¸ +ì ¸ +ад и +å¾ ħ +Ġinstitution al +ĠT ut +ç ² +Ġsl aves +ãģ© ãģĨ +Ġforg iveness +Ġtw in +ĠHy un +н ÑĮ +ĠK omm +and ra +sh ot +ss ä +ĠÑĨ е +at ta +Ġexp ense +ĠG PU +ĠP ast +rib ly +ĠëŃIJ ìķ¼ +Ġгод а +Ġresp ir +æĿ ± +ĠQue ens +h ops +Ġs érie +Ġpre f +Ġcom ed +Ġpl ut +ĠOver all +Ġãģ Ŀ +Ġc ush +Ġring ing +Ġincor rect +ĠÑģÑĤ ÑĢ +Ġgeomet ry +Ġadvert is +ĠÐ ¨ +Ġreview ed +ãģĤ ãģĤ +Ġdo zens +Ġdeterm ination +ĠPh ill +Ġcontrib uted +ĠC it +Ġpass engers +Ġcôt é +Ġre ver +Ġtechn ological +Ġall en +Ġr aining +av i +Ġsal ty +Ġtyp ing +ĠÑĤ е +Ġt ilt +Ġì¹ ĺ +Ġо ÑĢ +ĠпÑĢ Ñıм +Ġr ou +Ġare na +ar at +åĪ « +HH HH +Ġmanufact urers +ĠEd ward +Ġt uck +Ġbl ows +ing o +ĠMar c +ìķĦ ìĦľ +M ich +ĠCle an +è ´ +est o +ĠP ack +Ġsha ft +BRUN O +Ġa ven +u ur +Ñģк олÑĮко +ê´ Ģ +Ġautom ated +Ġvent ure +Ġsurve illance +ĠG row +ĠE mer +Ġд оÑĢ +Ġinvest or +ĠY ok +Ġl atter +ĠN I +Ġfunction ing +ĠHam ilton +Ġ5 1 +Ġmurder ed +Ġanch or +Ġc uc +ĠSC P +ĠMad am +Ġconstra ints +Ġb arn +ank en +Ġë§İ ìĿĢ +ĠMot or +ĠDo ing +Ġam en +et ts +Ġinst ructor +eg t +ak o +Ġpost ure +iv ia +ĠPol ish +Ġдв а +Ġcolor ful +Ġel bow +Ġpar le +Ġpass er +Ġcond em +ort al +Ġfert il +ا د +ĠCol omb +Ġalign ment +Ġastron aut +ĠM ut +Ġsal mon +Ġstructure d +ŀ ר +Ġclick s +Ġm iej +æĶ ¿ +ãģĦ ãĤĦ +ĠR ound +Ġrain bow +ĠV A +ãģĶ ãģĸ +ì§ Ī +ot z +, +Ġch ords +ĠSand ers +Ġë¶ Ħë +B en +Ġdar über +ili ans +Ġorder ing +ĠMan h +Ġkil ogram +Ġkar ÅŁ +Ġgr asp +Ġghost s +al en +ĠJ edi +Ġб ли +Ġdownload ed +Ġconduct ing +ĠH ak +Ġresearch er +il an +go od +ĠH annah +ĠdÃ¼ÅŁ ün +ĠMess iah +u ity +ion a +Ġprob able +ĠY E +Ġindepend ently +Ġbuff er +b urn +our d +ĠMc K +Ġl ingu +uj emy +еÑĢ ÑĤ +Ġintuit ive +Ġcrack s +app ropri +nt y +Ġge en +Ġl end +Ġcert ification +ID S +un ter +pe es +Ġtr ump +Ġbank rupt +Ġfe as +è Ĺ +Ġdu ż +æ¸ ħ +Ġvirus es +Ġ5 8 +g od +Ġж ел +Ġst alk +I nd +ach i +ĠC F +ĠC ond +Ġsan ct +Ġcont en +Ġfre ed +ĠR T +Ġment ors +ì¡ ± +Ġport able +ĠPaul o +r ane +HA HA +ĠS ection +ç Ĩ +hy un +ĠÎŃ Ïĩ +ĠP ub +ĠInd epend +Ġcomp ounds +ĠÑģ Ñĭ +Ġmess aging +Ġded ication +Ġnot icing +Ġdevot ed +ÑİÑĤ ÑģÑı +Ġsn akes +Ġbattle field +p ers +Ġdel a +9 2 +Ġha i +ill ä +ér er +e very +Ġrespons ive +×Ļ ×ķ +op f +é ī +Ĭ ¸ +Be cause +Ġtour ism +Ġê·¸ ê²Į +×ķ× ¦ +Ġcan s +st üt +Ġdon ne +ĠD ios +ĠU ber +act ory +Ġorient ed +ĠH erm +Ġpat ron +ur f +be i +Ġprogram a +ĠOh h +gen er +Ġf ist +ĠW endy +Ġand a +Ġguess ed +Ġfre ak +ä¸Ń åľĭ +ĠK ings +ch ool +Ġoff line +ĠIndian a +ĠAll iance +Ġ5 3 +Ġpartic ul +ĠF ocus +Ġinhab it +Ġê°ĻìĿĢ ëį° +ĠMc G +ows ki +ĠìĿ´ ê±´ +Ġpa ÅĦst +он и +itt a +Ġconfirm ation +ĠBrook lyn +Ġnood le +f und +it ud +Ġgrand parents +Ġbar becue +ει ÏĤ +Ġ á +Ġball ot +ĠV eter +Ġpip es +ig ious +ĠG raph +est ed +Ġë¸ Įë +ĠK E +ãģ¡ãĤĩ ãģ£ãģ¨ +Ġe ins +Ġhat red +ãģij ãģ© +Ġd ang +ee ee +Ġarch ae +ĠJes se +Ġdetect ed +Ġsen i +burg h +Ġdispl acement +Ġdo p +Ġcondition ing +Ġне ÑģколÑĮко +Ġdistur bing +P H +Ġthin ner +Ġwound ed +ĠCu ando +Ġcush ion +Ġwh ites +Ġprefer ences +Ġì¤Ģë ¹Ħ +Ġka ż +ĠG ate +ĠP ath +d les +à¸Ħ ร +im ore +Ġë³´ìĹ ¬ +Ġdiscipl ines +á» ı +Ġmes ma +Ġìĥ Īë +Ġìĭ ¬ +Ġg ing +Ġumbre lla +IGH T +Ġp ension +Ġcomb ining +S S +Ġrect angle +á»ĩ t +Ġpro xim +ĠC ow +¸ Į +Ġintention al +æķ Ļ +Ġdec id +ĠÑģк аж +ĠU ma +ias m +b uz +Ġdebr is +Ġc ass +ĠP rop +is ka +ë ł¥ +ester ol +uss ian +ìĿ´ë ŀij +Ġun limited +Ġadm ire +Ġtight ly +Ġgen ome +ĠJun ior +ven ir +g us +Ġc Äĥ +ĠV lad +Ġí Ĥ +Ġrel ativ +in ci +Ġaun que +ĠBo ys +ÑĨи он +ĠSw iss +Ġphys icians +Ġíı ī +ĠP ET +Ġw ounds +ab out +Ãł i +on z +ur ities +ĠÑĥв ид +å· ¦ +Ġment ality +Ġvari ance +Ġseg unda +Ġvol cano +al ie +ॠĩ +Ġt iles +ĠT erry +ĠاÙĦÙĦ Ùĩ +Ġcan on +Ġsc attered +pt on +Ġdefin itions +Ġal gebra +ot en +ab lo +ij uana +Ġwra pping +Ġses ame +ĠнаÑĩ ина +ĠAl f +ĠÐł оÑģÑģ +or no +Ġan kle +Ġspecial ty +Ġattempt ing +ili ation +Ġ19 20 +Ġphen omena +ĠPro duct +ĠB uck +ĠA ww +se en +Ġvo id +ĠFrank lin +Ġadvoc acy +ĠS ep +Ġcool est +ĠÑģ ÑĢазÑĥ +ĠQu and +Ġ9 00 +ĠTr ad +d ies +Ġhas h +æĪij å°± +ä¹Ł æĺ¯ +Ġpot s +Ġsad ly +Ġvi able +ĠT iger +ĠON E +Ġneur ons +ow anie +Ä Ĺ +ĠSh ar +ĠLand es +Ġconfer ences +è© ² +Ġcred ential +Ġl ime +ine e +x it +p ay +Ġinc ons +Ġ>> : +èª į +Ġí ŀĺë +Ġless er +Ġsp ill +Ġprem ise +Ġ36 5 +ĠH ost +Ġtom ar +×IJ× ľ +ë ²Ī +ĠWhat s +Ġlight weight +ĠM ap +f ia +ells chaft +Ġvend ors +uest o +ĠM ister +ĠÐŁ ÑĢи +åı ³ +h ma +Ġintention ally +ĠT ang +éĹ ® +Ġident ification +Ġetc etera +ĠN ee +ĠÑĤ ÑĢи +ê· ¸ +Ġcrypt ocur +Ġin hale +Ġadd ict +åIJĦ ä½į +Ġma u +ĠÑĤак аÑı +Ġë² Ħ +Ġcomp rar +ied zieÄĩ +ĠоÑĤ но +Ġbegin ner +Ġм Ñĥж +Ġobs c +Ġlim iting +asc ular +Ġins pection +ac i +Ġre jo +M us +Ġz aten +Ġsz cz +ĠMad rid +Ġvar ieties +Ġest Ãł +ĠSh akes +Ġk its +Ġad minister +Ġla va +Ġg Ã¥ +è© ¦ +ת ×Ļ +ĠWay ne +Ġinst agram +Ġr ated +p aper +Ġb ild +Ġpret ending +Ġobser ving +ĠÑģам ом +Ġtr or +Ġorgan isms +Ġfal ta +Ġh ometown +ç ± +Ġí ĭ +Ġche g +Ġì ¡ +Ġcomm a +is é +Ġlike lihood +av ored +Ġgel di +ни ков +Ġmed io +Ġjak ie +ĠJ up +Ġgreen house +Ġsp it +ко е +Ġк аж +ĠG ram +ĠCon ference +Ġdef icit +s ın +in se +u ÄŁ +Ġr icht +Ġcoinc idence +åı į +Ġeu rop +Ġbutter fly +p read +Ġìĸ ¼ +èĢ ¶ +Ġwa vel +ĠIn fin +ĠPlan et +Ġself ie +ient ras +Ġar rog +os er +id al +ł×Š׳×ķ +üt ün +Ġfresh man +ĠMach ine +Ïĥ ÏĦ +ĠD ia +ìĿ´ ëĭ¤ +ãģĵ ãģĨ +ne a +Ġlist ing +Ġconfig ure +ut or +U p +ts chaft +ri ère +Ġup wards +ĠÑħоÑĩ Ñĥ +Ġswe ep +B r +Ġexpress ing +Ġun happy +Ġmand atory +g ender +ĠA ÃŃ +Ġindic ators +Ġoil s +n ote +Ġseg ur +ож еÑĤ +yn asty +Ġdist ances +Ġmer ge +BER T +Ġsur render +Ġbu at +ĠA wards +Ġseñ or +od ox +Ġfl avour +Ġab dom +Ġconfig ur +8 6 +ĠDI Y +Ġrig id +° ĺ +Ġcorpor ation +Ġg room +j aw +ĠNe ar +ил о +Ġoper a +ĠIn nov +и ÑĢа +ĵ ± +Ġspec ified +Ġcos m +ĠFre edom +Ġcl own +ĠN em +Ġв ол +Ñij н +Ġchar ger +à¹ģ ล +Ġinflu ential +äs ident +é ¤ +ĠìĦ łë +Ġvol umes +æ IJ +Ġout ras +ĠTw itch +Ġfound ing +Ġa while +Ġco il +ê° Ļ +Ġc ả +ĠTh row +ĠH ence +omm t +ĠBen jamin +глÑı д +T ime +ob ic +Ġm our +Ġd read +ĠL Ãł +ĠCh ile +Ġpre val +Ġv ain +Ġart ık +Ġpres erved +ĠоÑĤ д +Ġware house +Ġbest e +ĠSever al +ĠS ituation +Ġcard board +T od +er na +Ġgar ant +Ġgest ure +Ġh en +Ġspe lling +ose xual +Ġan ne +Ġm ice +ĠMe ine +c ard +Ġre bell +Ġcert o +Ġìľ łë +Ġvers chied +ĠB os +Ġinv ention +Ġtr ze +Ġman ière +ĠCh ad +Ġsp re +Ġorganis ations +Ġpoor ly +Ġan terior +Ġst air +к ÑĢ +Ġatom ic +Ġsymp ath +Ġcontin ually +Ġkle ine +è te +и Ñī +ο ÏĤ +pe ut +Ġrep osit +Ġent ra +E m +Ġfinan cing +Ġмн ог +Ġthe sis +ĠCom puter +e au +ĠT ree +Ġbr ide +ons ieur +sh ire +w ic +D E +ĠìĪ ĺë +Ġac om +ĠP O +ers ch +Ġпом оÑī +ĠAr men +Ġì£ ½ +Ġz or +Ġprint s +ĠD ass +æ¸ ¯ +Ġdur able +ĠTrans port +ìŀIJ ê°Ģ +Ġл ег +Ġdé t +ô le +am ous +Y N +Ġcl iff +Ġgramm ar +ĠÐŁÐ¾ ÑįÑĤомÑĥ +ĠlÃł m +es ch +Ġmiser able +Ġvol ts +ĠC ad +uk an +ÑĤ ив +r ust +Ġìĺ¬ë Ŀ¼ +Ġver k +Ġchick ens +ĠY oo +Ġout fits +c ode +Ġhier archy +net es +Ġcounter part +Ġt ôi +Ġt ed +ĠB art +Ġë Ŀ¼ +ĠGen au +Ġinc oming +ĠA BC +ri que +ĠоÑĤ п +qu al +Ġincent ive +Ġih ren +׳ ×Ļ +lo e +Ġ19 30 +Ġbar g +Ġd iction +Ġön ce +IN S +Ġre h +isia j +m outh +Ġsc oring +l ık +ĠìķĦ 주 +OR IA +ĠEst ados +Ġcompan ion +Ġasse mble +Ġpun ished +Ġit al +Ġprev ents +ist es +ĠKent ucky +Ġloc ate +Ġfast ing +ãģ¨ æĢĿ +ĥ Ģ +ĠSe b +ĠCr own +op ia +Ġwh ip +us z +к ами +Ġdatab ases +åŃ Ĺ +Ġprose c +Ġ199 7 +ĠìĤ´ì §Ŀ +ĠSol ar +ĠP ues +ĠZ en +oll o +ĠG uru +Ġsque ez +ĠÐĹ Ð° +ĠÄ į +cept ions +c ca +iz able +m and +Ġbreak through +Ġtables poon +ĠS EC +ik h +ĠS ão +Ġп ло +am en +Ġpr ac +Ġdar ling +Ġtall er +Ġrend ering +Ġìļ°ë¦¬ ê°Ģ +ĠÏĦη ÏĤ +Ġm ã +Ġes os +uer do +ĠÑģ ÑĩиÑĤ +all er +ìĹĪ ìĸ´ìļĶ +Ġmill ones +ler in +Ġpe gar +on ne +Ġenroll ment +Ġli egt +Ġbo a +w iÄĻ +bs p +Ġcy cling +ĠBern ie +Ġ198 9 +Ġд алÑĮ +ĠDak ota +ĠÑģв Ñıз +ĠC P +Ġst are +íĤ ¤ +Ġprosper ity +Ġarrange ments +Ġarri ving +m ä +Ġkay ak +ip t +Ġp ardon +Ġrel at +Ġver ste +ĠF ig +Ġfo il +ĠTalk ing +pe are +Ġno i +ĠпÑĢи ÑĪ +Ġhoc key +Ġad o +ĠO UT +6 7 +Ġhorm ones +ĠAven ue +ĠSuper man +Ġpres cription +uber netes +C L +ot ive +N IS +ien en +Ġsad ness +ĠV it +T y +Ġstar ter +Ġbed e +Ġfound ations +Ġso re +åº Ĺ +Ñīе ÑģÑĤв +ìļ °ë +ĠÑĩ Ñĥв +l ink +Ġmane u +work ing +Ãł n +ĠAtt ack +ĠC art +ve is +ĠRes p +ens ing +Ġì¢ĭ ìķĦìļĶ +Ġesc uch +ĠR NA +Ĥ ´ +Ġad op +Ġb ending +ع د +Ġman ages +us p +Ġt art +Ġrout er +B o +Ġestab lishing +Ġbal ancing +Ġathlet ic +ĠS lo +Ġf ills +Ġн аб +Ġд ал +Ġpos so +ĠV ielen +Ġcrit ics +Ġlaws uit +ĠIsa ac +ĠÑĦилÑĮ м +Ġtr as +Ġpra w +ĠCra zy +Ġne u +Ġk ull +Ġtum or +ĠAP P +g ate +ĠA RE +9 8 +ĠSte am +Ġfuck ed +l age +ĠâĻ ¬ +ĠM D +f y +Ġshell s +ĠSe ems +iz ers +Ġr anges +ĠAnton io +AT ION +ĠB aba +Ġìĥ ī +k un +Ġpray ed +ÑĢ Ñı +ĠпÑĢоÑĤ ив +Ġse as +b ury +Ġ×Ķ× © +Ġtra it +ĠDep ending +Ġd re +Ġkön nt +ÑĨ Ñĥ +Ġlip stick +ee z +ĠпÑĢ имеÑĢ +Ġassign ments +B ob +Ġmet als +Ġspe cially +å°į ä¸įå°į +Ġìĺ Īë +ĠÅ ¡ +Ġv ista +ĠÎ ¬ +Ġtw ins +Ġnot able +ĠS au +Ġdé velop +Ġç ek +Ġpoly nom +av am +Ġtamb é +он ом +Ġpl asma +Ġe fect +Ġlä ng +Ġcas i +Ñģ а +ım ı +ãģĻ ãĤĭ +ĵ¤ ìĿĢ +Ġlab our +oss en +ĠP un +r if +Ġd oses +Ġoper ates +ил ли +Ġja ar +st aw +ĠìĤ¬ëŀ ij +Ġat m +Ġprotect s +Ġimp ed +H O +Ġc ima +Ġto ch +ab is +Ġsend o +la us +Ġcur l +ĠN um +Ġspons ors +Ġdé but +ĠAlex a +ĠB ür +ĠA mer +Ġc ope +Ġиз в +j al +Ġ199 5 +ap at +res se +ĠPri ze +ĠCla ire +ĠBrand on +Ġwszyst ko +Ġval ued +à¸Ļ ะ +Ġse ct +Ġsecret ly +Ġdiam onds +ĠEv an +ĠRP G +ãģ« ãģª +Īë ıĦ +ĠUnivers al +Ġdoub ts +ĠP in +wiÄħ z +ļ © +Ġal bo +Ġbra ucht +AU L +ĠM obile +gr ades +Ġsch em +wh y +ĠN icht +p i +g le +Ġchor us +Ġg ly +Ġrein force +Ġm uff +ĠSh en +ĠH ola +Ñĥ г +vid emment +v ial +ac ious +laim ed +ĠR ico +Ġve gg +Ġillust ration +ĠBut ter +ow ad +Ġeu x +Ġenf ants +ĠLe ader +ĠVill age +et ically +ÙĨ ÙĬ +Ġst ew +Ġsurpr ises +Ġc ue +ĠGrand ma +ĠC elsius +ĠR icht +en c +Ġpet ition +Ġher b +Ġw icked +Ġsch le +oc aly +Ġtrans f +Ġtok ens +ĠGr ay +ĠB BC +I K +Ġ15 00 +z n +ĠNe v +Ġk oy +Ġz ar +Ġbull shit +ĠColomb ia +ul ative +Ġwides pread +y ect +k it +Ġempres a +Ġn our +Ġburn s +at in +a ired +Ġrevolution ary +Ġгод Ñĥ +ĠLog an +Ġ199 6 +ĠGra ham +re b +ĠN HS +æľ Ľ +Ġcost umes +Ġnaw et +Ġlo vers +ĠLuc y +ĠInd igenous +íķĺ 기 +Ġimmun ity +¥ ´ë +uit o +Ġexcess ive +Ġdon ations +Ġ×Ķ ר +Ġì² « +éī Ħ +Ġdry ing +mel on +Ġsurve ys +Ġ무ì Ĭ¨ +é¢ ¨ +aa a +Ġpro be +an cial +Ġlou der +Ġhot els +ü ÄŁ +ag ner +Ġorig ins +Ġë§Ī ì§Ģë§ī +Ġ* * +Ġstr angers +ĠHa us +com ed +Ġan throp +Ġus o +ĠìķĦ ì§ģ +ĠY uan +ĠíķĦ ìļĶ +pl er +ress ive +Ġsp raw +ĠSt ew +Ġ199 4 +Ġeld ers +Ġme inen +Ġj unt +Ġac oust +ĠW ohn +Ġban anas +Ġproject ion +ĠSt ick +leg t +spe ed +ĠcÅ ©ng +ĠW ort +ĠBalt imore +ĠÑĨ ел +Ġdun no +å¼ · +? , +ãĥī ãĥ³ +ĠLoc al +ost o +Ð Ń +од а +ĠPort uguese +Ġtheir s +Ġdé m +åı ¦ +Ġdra uf +ĠBuddh ist +ert a +G e +Ġcar rot +ĠWonder ful +Ġso ak +Ġchair man +gg i +IC A +f ried +Ġfl ick +ĠThrough out +Ġìļ °ë +Ġc ough +Ġfl uffy +sch ool +Ġr ipped +---- ---- +ĠZuk unft +Ġн еб +Ġst o +ĠB O +p ent +ĠLaw rence +Ïī ÏĤ +st icks +ĠE ins +ĠÑĢ Ñĭ +ĠStr ong +Ġcar amel +Ġsp ite +az ar +éĥ½ æĺ¯ +Ġcrit ically +Ġob ra +ow itz +ĠZ one +ĠÑĢ ек +Ġsu g +ard ed +Ġg ì +ff entlich +an che +Ø Ł +ast ically +ìĿ ¼ë +л ав +Ġsimpl est +ĠF riend +Ġque llo +Ġamb ition +Ġabb iamo +åº ķ +ĠÑĦ оÑĢм +ĠEs sa +Ġeduc ators +Ġstatist ical +éĢĻ éĤĬ +Ġchang er +Ġat au +éta is +ĠShakes peare +ë IJĺ +Ġtr iggers +Ġreal iz +Ġcel ui +whe el +Ġloyal ty +Ġscream s +ke hr +ĠM ega +e ast +Ġtop s +ĠTot ally +ount ain +l ord +Ġviol ation +ĠG A +Ġnic er +ĠF resh +ĠMel issa +fun ction +Ġra pe +Ġexcept ions +Ġsil icon +Ġliber ty +Ġhousehold s +ãģį ãģ¾ãģĻ +ĠC A +ĠÐŀ б +Ġli b +ŀ Į +c ific +Ġtrop ical +Ġinvestig ating +H D +Ġad apter +ĠP itt +an cia +ĠShe ll +friend ly +Ġconclus ions +Ġtur tle +Ġdec omp +Ġanim ations +ĠÑģ ек +ins i +Ġret ention +k ie +Ġinject ion +ĠMad ison +ì° ° +Ġv ient +Ġvar ied +Ġviol in +ĠB il +Ġluck ily +Ġh tt +l ä +Ġr anch +çľĭ çľĭ +Ġsó lo +ìķ ħ +ĠD erek +ĠScript ure +оÑĢ а +Ġclassroom s +av il +form ed +Ġbefore hand +ĠG em +pre ch +Ġl in +Ġgre ens +ÑĨ ев +ĠMer cedes +Ġdr ought +gas ps +Ġab ortion +Ġter ribly +Ġspos ób +Ġsec ured +Ġat rás +Ġwavel ength +Ġgra ins +ect ive +Ġspace craft +Ġtour s +Ġprof es +Ġsur geon +ĠP ie +Ġide ally +arn er +U P +op ard +s ce +Ġimm ense +ĠOr t +roll er +ĠD allas +ĠNich olas +Ġs ulf +ĠToy ota +Ġquant ities +ce ans +Ġcu i +an ça +ĠC AN +itzer land +åĦ ¿ +Ġz ou +ĠCy ber +le gen +ĠIn it +ed u +Ġa pert +Ġad jac +ou v +èĢĮ ä¸Ķ +r s +Ġcab bage +Ġwheel chair +iny l +ĠD ynam +ĠìķĦëĭĪë Ŀ¼ +Ġl ing +h l +Ġмог Ñĥ +Ġcris p +Ġm ij +Ġd ug +n in +Ġbl oss +Ġbelong ing +Ġloud ly +Ġminer als +Ġconclud ed +Ġsearch ed +9 6 +ĠMe et +ĠS EO +ĠС к +ĠH ob +ot ta +Ġpropag anda +Ġcin namon +Ġhun ter +Ġgeme ins +Ġsculpt ure +uls ion +Ġv äl +Ġmagaz ines +Ġcontrovers y +ä¸Ģ 樣 +Ġsequ ences +ãģĦ ãĤĭ +Ġíļ Į +Ġdel eted +ä½ ¿ +IJë ıĦ +Ġvary ing +ãĥ Ĩ +Ġmount ing +Ġaff air +Ġpath ways +æ ¦ +Ġdig o +äº ® +Ġд ок +A lex +Ġtob acco +ĠC V +Ġbother ed +Ġamb ient +ink y +ĠS L +Ġh ates +Ġje żeli +Ġcon greg +Ġel as +Ġde uts +ĠStud ios +ch ÄĻ +Ġdocument ed +ĠCru z +ĠL en +ĠDoug las +ĠPort ugal +ent i +Ġsp ouse +Ġanal ys +av ia +Ġed ited +Ġl ại +bu ilt +Ġv ille +ad ora +Ġbrac elet +Ġs ushi +Ġp m +Ġtra ils +Ġl ug +Ġö ver +Ġs orrow +Ġcol ony +ado x +Ġser ie +any ak +ĠØ · +ĠG ulf +æĺ¯ ä¸įæĺ¯ +ĠP V +ĠSam uel +ĠK it +ĠR al +ont in +ex pl +Ġent ries +Ġactiv ists +P s +Ġs ant +ĠÑĤо Ñĩ +ĠBr uno +ke ley +Ġtut to +é Ķ +Ġv intage +Ġterr ified +Ġпо Ñħ +us ive +ow ers +ай ÑĤ +ë ıĻ +Ġtwist ed +ĠTh ought +Ġt ah +Ġshr ink +Ġshe er +l it +Ġdal am +Ġd ib +Ġv ard +ow ane +Ġdo br +ĠR ena +ĠÑģво Ñİ +ĠpaÃŃs es +ĠE ra +ãģ® ãģ§ +ĠB UT +s ighs +Ġê·¸ ê±° +Ġgro ÃŁen +Ġë¹ ¨ë¦¬ +Ġn erves +Ġconst it +Ġpreoc up +ĠG ay +ĠX u +keep er +he ure +.. ) +ĠCal m +ĠUn idos +ĠìĿ´ ê²ĥ +ĠAqu i +Ġìłľ ìĿ¼ +d ır +ì¦ ĺ +y our +ĠÑįÑĤ им +20 20 +Ġr und +ĠH O +ĠC atherine +iel i +Ġf usion +Ġide ology +Ġfor am +sh aped +ĠíĽ Ħë +Ġw t +Ġret r +Ġpr éc +Ġê° ij +Ġopen ly +v ity +구 ìļĶ +Ġobst acle +Ġbo o +Ġse iner +ic orn +Ġeigen lijk +Ġhead er +are mos +Ġso fter +ĠÐŁ од +Ġpre jud +Ġdefin es +ier te +Ġbl ending +Ġbelie vers +ĠWo chen +Ġник ак +ĠÐļ огда +ĠTyp ically +Ġíģ ¬ +ç® ¡ +ci os +Ġmiss iles +Ġsp onge +ĠK itchen +Ġt ren +ning en +Ġsc rap +Ġser ait +´ì ł +ç ¹ +Ġë° ĺë +Ġrest ored +Ġprzy kÅĤad +ĠK ubernetes +Ġsa it +Ġu w +Ġen abling +Ġtra vers +amp s +åı Ĺ +ĠOM G +ens or +Ġz osta +Ġpronoun ced +A ng +norm al +Ġeconom ies +t in +ĠChamp ion +iz en +Ġar beiten +ĠG ospel +ĠZ u +ng a +Ġliter acy +ĠM ans +Ġcircul ation +Ġad ap +ĠTot al +Ġmere ka +Ġol acak +ÑģÑĤ аÑĤи +J ack +Ġm und +Ġth ief +b ies +Ġê² ģ +a que +ĠÚ© ÛĮ +ĠSc ar +å ² +Ġab ol +Ġdev ote +Ġ0 1 +Ġs itten +ĠVis ual +we ek +s ome +ing t +Ġjournal ism +ĠH ir +ĠB achelor +in ery +Ãľ ND +ãĥ Ł +ç» Ļ +Ġcolor ing +ĠCr ist +Ġcelebr ities +ĠÑĩ иÑģ +ĠC rit +Ġdifferent iate +ĠÐľ не +el im +Ġse afood +Ġalgum as +otherap y +æĪ ° +Ġgla ub +Ġarbitr ary +g ens +ĠбÑĥд ем +Ġt av +Ġcream y +ĠCount ry +a ñ +м еÑĤ +Ġh inter +Ġm ism +Ġillust rate +ÃľND NIS +Ġdecre asing +Ġwen iger +AK I +ix on +Ġн ей +Ġfat to +Ġn erd +ç ł +Ġb itte +P er +Ġt ane +Ġgö z +Ġfor te +ĠE y +Ġнав еÑĢ +è¢ « +ĠWord Press +ĠM is +Å ¯ +z äh +Ġinté ress +osa urs +ĠFall s +Ġn essa +9 7 +Ġmuseum s +Ġcorrespond s +Ġs ings +f our +Ġed er +ĠCommun ist +o a +ne k +ĠWH O +Ġcor po +Ġmess ing +ÏĦ αι +Ġbrush es +Ġb isc +ĠAr beits +ĠT ax +Ġse le +Ġflag s +ou pe +Ġanticip ated +ãĥ ij +ĠN ad +Ġpou red +Ġm l +Ġll ama +Ġvisual ize +Ġlisten ers +ÙĦ Ùĥ +al ten +Mich ael +Ġcos ì +Õ¡ Õ +op us +Ġíķ´ì £¼ +Ġh ike +ĠAtt orney +ĠHill ary +ud ed +Ġíķĺ ì§Ģë§Į +Ġdo ve +Ġstorm s +ак Ñģ +Ġdoct rine +Ġhe x +ik s +no ÅĽÄĩ +Ġscript s +Ġδ εν +ĠÑįÑĤи Ñħ +ĠÐ Ĩ +ab er +ĠV as +Ġcent imeters +×ŀ ×Ķ +ни б +Ġrid ers +ĠT rib +åĮ ħ +Ġtak że +Ġn oun +Ġic ons +Ġsole ly +mind ed +Ġdisp on +ĠSw itzerland +Ġcl usters +Ġqu eda +ail ing +Ġman ga +Ġ6 8 +Ħ Ī +Ġt et +g ins +ha us +ç© º +å· ¥ +ĠO P +ot ed +Ġnouve au +AL LY +ÙĪ د +ò n +Ġmort ality +ĠGit Hub +d rop +Ġdis gu +Ġrec om +Ġloc als +Ġhome made +amb a +Ġpron unciation +Ġal phabet +ан ÑĮ +ow any +ir as +id ency +OM E +ĠÑĢаÑģ Ñģ +ar ak +v iamente +Ġnon profit +ĠYouT uber +Ġp arenth +ĠB oo +v at +ĠSt ir +Ġpre cip +Ġan ts +Ġall y +ĠMa ori +ĠëĮĢ íķľ +åı¯ æĺ¯ +og ene +ĠLab our +aret te +Ġrecy cling +ens a +Ġpurs uit +Ġs ak +ĠÐĹд еÑģÑĮ +Ġtoler ance +Ġsa at +Ġclick ed +âĻ ¥ +Ġface book +ĠInt o +Ġincent ives +기 ëĬĶ +ĠD ennis +ĠW ik +ges ch +à¹ĢภĽ +ĠÏĢ α +ĠWh oo +Ġround ed +Ġdo pe +Ġcapt uring +ĠWar ri +Ġcivil ian +Ġchar ming +Ġes as +Ġsust ained +Ġle aning +Ġabund ance +ÃŃ lia +алÑĮ нÑĭй +Ġph ải +ac ja +Ġê°Ļ ìķĦ +act iv +า ย +Ġ9 7 +Ġм ой +c ro +ĠJack ie +itt ees +br acht +ul ent +Ġìł ľë +Ġplug in +v antage +part y +Ġsu as +Ġan te +Ñĥ л +ÐĿ ÐIJ +æĤ ¨ +ĠÏĥ Ïħ +Ġmet h +Ġenthus iasm +ÑıÑĤ ÑģÑı +íĻ Ķë +Ġsynth etic +Ġseason ing +ĠL ost +on omy +ĠSp ark +Ġb ure +Ġass ured +Ġimag in +Ġcar ro +S ha +Äħ t +нÑĥ ÑĤÑĮ +át ica +T Y +Ġk ern +ĠBrazil ian +à ° +Ġsusp ended +ĠCar ib +Ġbiz im +ĠOl iver +ãģ ¶ +T om +Ġпл ан +Ġn ope +omet hing +Ġbe iden +ÑĨ ен +Ġflu ct +Ġμ οÏħ +Ġf athers +ĠBl ake +Ġup ward +ĠD ash +ĠL il +ĠìĪ ĺëıĦ +Ġrevel ation +Ġelev ated +ĠJi ang +LE D +ĠThom pson +Ġмог ÑĥÑĤ +ÑģÑĤ ÑĢÑĥ +if iers +Ġcome back +Ġbuy ers +ê² ° +ĠS ales +иÑĩ е +c iones +Ġwh istle +Ġd ull +LE X +Ġíķĺ ê²łìĬµëĭĪëĭ¤ +Ġcrimin als +Ġdes cent +ipp le +mas ı +Ġfool ish +ĠдÑĥм аÑİ +t ar +Ġman go +Ġchore ography +M att +Ġterr itor +Ġac aba +ĠEin stein +ĠI BM +ĠMet al +ĠCry stal +Ġr ah +Ġf oul +ĠIsland s +Ġint act +ĠR ail +. : +Ġac á +ĠпÑĢ оп +еÑĢ е +ĠWr ite +he he +ĠF O +ĠÏĥ ÏĦη +Ġdo in +h eld +Ġappropri ately +Ġdeliber ately +Ġarch ive +Ġgive away +ãģĵ ãģĵ +Ġfin ale +л аÑģ +ен о +Æ¡ n +æ£ Ĵ +og o +çī © +ĠAud ience +ãħ ł +Ġsub ur +Ġhead ache +ан нÑı +ĠW itch +ĠSwed ish +ĠB I +Ġer ase +Ġk hi +Ġcomment ary +ĠS ultan +íĥ Ŀ +ĠLe ban +Ġë³´ì ĭ +ĠP am +pe kt +mon th +Ġground ed +ê ¾ +ĠÅŁek ilde +2 50 +ĠS CH +ios o +Ġin aug +he imer +Ġreflect ing +ĠR uth +ĠO il +Ġtrou ver +u ep +.. ] +Ġìŀ Īë +Ġol ha +Ġreason ably +Ġgl itch +U B +ĠGr an +Ġad alah +Ġl ent +ر ا +Ġtr action +Ġadjust ing +´ ¤ +ниб ÑĥдÑĮ +Ġд оп +Ġstretch ed +Ġor t +Ġcos ine +vi ol +Ġì ħ +c ir +Ġbast ard +ä¸ ĩ +ĠÑħ од +Ġqu ier +Ġpress ures +ĠAn h +å¹ ¾ +Ġell es +Ġд ÑĢÑĥз +ĠможеÑĤ е +Ġch á» +ĠM é +ö k +ầ u +ìł Ī +z in +Ġca ution +ib an +Ġjud ging +ÑĥÑİ ÑĤ +Ġb aj +ĠС ейÑĩаÑģ +ĠPo or +ĠNaz i +Ġup beat +y ang +Ġweek ends +ĠEss entially +Ġol uyor +Ġspat ial +ack er +Ġsell er +Ġ×IJ ×ķת +ij ׾ +Ġv ivid +ĠB ond +ê ¶Į +is kt +ãĤ µ +Ġgo at +dri ver +Ġm ug +ict ional +Ġall t +ĠIn iti +ĠR and +Ġfinish es +Ġê° Ī +Ġvit am +Ġteen agers +ĠMor ris +ì¤ Ħ +ĠO ri +i ya +Ġmy ös +St ep +ĠK re +è¾ ¦ +Ġdin osaur +Ġëª ĩ +aff e +ĠëIJ ©ëĭĪëĭ¤ +Ġz eg +åĪ ĩ +ĠManh attan +Ġsu jet +ue lle +st off +Ġd ür +Ġsub mar +es es +Ġa quele +Ġn ou +ĠFa ith +t z +ĠÑĤ омÑĥ +ace ut +li ers +Ġband width +Æ°á» Ŀ +Ġrespect ive +ĠA ve +Ġspread she +ĠS ent +ic amente +Ġinf ra +Ġlearn ers +Ġà® ī +ai ah +ren al +Ġmust ard +Ġhab t +ç ĥ +ĠQu é +Ġanaly zing +æ¯ ı +Ġso lic +Ġ×Ķ ×ķ×IJ +Ġcaus a +Ġwel comed +ĠS uccess +Ġfac ile +ĠÐŁÐ¾ÑĤ омÑĥ +sche in +Ġf etch +Ġstr at +ĠÑģÑĤо иÑĤ +ìĹIJìĦľ ëĬĶ +ĠÑģп оÑģоб +m am +Ġser ÃŃa +nam ents +wr iter +Ġconsult ing +íĺ Ģ +ĠBer keley +e u +as ive +U U +ĠAnal yt +Ġsubm ission +Ġmagnific ent +en za +Ġe con +Ġprof iles +Ġinc ar +A b +ĠN un +Ġh ic +scream ing +Ġresil ient +åĪ © +gr und +Ġconc ur +Ġbere its +L D +Ġnur t +ì ī +Ġfe ast +Ġenc uent +ĠMich el +Ġsup rem +" ] +Ġfeed s +ĠKoll egen +iss er +ĠF eng +ĠW en +m un +Ġten ÃŃa +ĠW rest +Ġìĺ¤ëĬĺ ìĿĢ +Ġst ead +Ġrest oration +Ġdon ated +Ġdel s +Ġc ensus +Ġdesper ately +worth y +H E +ĠSp a +ĠBry an +Ġh j +ĠR aw +ìķĦ ë +ĠCam era +Ġz ien +Ġst yl +ĠT W +ĠChe ese +bor ne +Ġob l +ĠAl ready +Ġunst able +Ġfl ames +p ost +H a +rom agn +ĠìĹ Ħë§Ī +d est +Ġkole j +Ġtempor arily +Ġdeterm ining +ĠGl ass +ÑĢ он +ol an +Ġdom inated +åĮ ĸ +__ __ +ĠÙĩ ذا +ĠD ana +Ġdin heiro +a qu +ë ¯¼ +ĠÃł s +ĠJo ey +ĠGr iff +Ġatt ain +Ġtrans itions +ĠLiter ally +ен д +ĠHa ven +Ġgrab bing +Ġcryst als +ĠFour th +Ġcand les +ĠÑģлÑĥÑĩ а +ric o +Ġ5 000 +et to +Ġund o +Ġk to +Ġdi vert +Ġch ir +Ġper sec +Ġh iking +Ġannounce ments +çĶ ± +з Ñĭ +Ġa uc +Ġsystem ic +ĠR M +Ïĥ α +ĠÐĶ ж +Ġy ar +ĠW ard +Ġpiss ed +Ġcar n +Ġautonom ous +ãħİ ãħİ +so ver +æ²Ĵ éĮ¯ +å¾Ī 好 +Ġref lex +Ġgard ens +Ġd ated +ì ± +ami ÄĻ +Ġcontinu ity +Ġcitizens hip +Ġsch wer +Ġz ak +t able +ĠÑģ Ñĩ +è§ ģ +ĠÏĥ ε +Ġgener ates +구ë Ĥĺ +ö h +ó m +al am +ĠJUD Y +ĠB ug +Ġãģ ¦ +Ġdr ones +Ġá gua +ac aks +æ ļ +ĠÐļ он +× ĸ×Ķ +Ġstri ve +ĠAl tern +Ġne arest +Ġpro yect +ter a +ĠASH LEY +Ġwor m +Ġre play +Ġt ara +ĠInd ians +ãĤ ° +ica id +ĠìĪ ľ +Ġappe aling +ĠW es +Ġment ions +Ġдел е +Ġk w +Ġfrag ile +is z +k ów +h ang +col or +Ġpresident e +8 7 +е ÑĦ +çĪ ¸ +Ġдоб ав +ĠN elson +á fic +ĠMIC HAEL +Ġmechan ic +Ġmet res +Ġo czywiÅĽcie +ĠC ind +Ġog sÃ¥ +Ġlands ca +AC E +Ġhead lines +Ġcat alyst +ĠC atch +ink les +Ġp ills +ord o +Ġimmig rant +Ġexam ination +Ġacc idents +zÄħ d +Ġqui ere +Ġne lla +Ġ6 7 +Ġpass a +Ġsuper fic +ist or +Ġno v +ëĭ µ +Ġmand ate +is ons +ĠVirt ual +Ġsel ber +Ġcounsel ing +ĠN BA +Ġse pt +Ġbelie ver +Ġmar vel +ĠInte gr +Ġм Ñĸ +Ġor ph +Ġback ward +ĠGen eration +ĠP ict +ĠÑĤо ÑĤ +Ġtap i +pro chen +Ġhall way +ht e +ĠÛģ ÛĴ +ĠZ um +èĢģ 師 +ach ment +iqu er +fol g +ĠEd die +ĠK il +Ġwell ness +st ock +è¼ ĥ +Ġka ç +Ġterror ism +Ġpo inter +O f +her ic +ĠUlt imately +Ġmes es +ĠTr ade +Ġp int +Ġtu ition +Ġdisag re +Ġê²Į ìŀĦ +Ġmanus cript +Ġro omm +Ġoutput s +е ÑĨи +Ġr ies +Ġsal ud +otz dem +Ġmass es +Ġby ÅĤa +Ġclear ing +Ġdisc ourse +ats on +Ġfold ed +ĠJ ar +ÙĦ Ùī +9 00 +ĠÑĥ Ñģп +Ġprophe cy +Ġinterf ere +иÑħ од +๠Į +Ġth ri +Ġ×ŀ× © +Ġlaz ım +Ġ199 2 +Ġfut uro +Ġlock ing +Ġembar go +ĠNe ither +iv amente +ĠmÃ¥ ste +Ġm ik +Ġcollect or +еко ÑĤоÑĢ +ĠG and +Ġsent ir +ĠM ight +å¡ Ķ +Ġgan zen +U C +Ġrel ating +S D +Ġmos quito +G R +Ġho llow +âĺ ħ +ĠWalk er +Ġaffili ate +Ġduplic ate +н ем +Ġgra pe +ĠOrgan ization +Ġsy nt +J oe +Ġg eg +Ġreve aling +ĠEth an +out er +Ġy ay +é« Ķ +л аÑĢ +Ġreported ly +Ġihr er +Ġrecogn ise +Ġbum per +ĠR andy +ĠVen us +t les +Ġappet ite +Ġgluc ose +Ġch odzi +ĠFurther more +t ir +Ġcont a +Ġint uition +Ġalt itude +Ġch unks +ĠJosh ua +ıģ ım +ry lic +le ans +ĠíĶ ¼ë +L L +Q ue +Ġg or +Ġзна ÑĩиÑĤ +Ġpo ems +Ġexc el +Ġexpl ored +Ġpop ul +Ġinclus o +st ä +ĠG avin +all ing +ĠÏĦο ν +é © +ar beit +ĠG as +Ġgl orious +rie ben +Ġsp am +Ġindo or +Ġthr ust +ĠA ld +ĠPri or +Ġon board +ãģł ãģķãģĦ +o ca +AS H +£ ł +ĠChrist ine +Ġdra wer +Ġno on +Ġìŀ ĺë +Ġperman ently +æ· ± +ĠнапÑĢ имеÑĢ +Ġpodcast s +era peut +pr it +Ġstain less +ĠÚ© ÛĴ +Ġfamil ia +ĠÑĢаз ÑĢ +un to +ĠÑģÑĤ ол +Ġh ä +ĠH ai +ĠP B +iz on +Ġkon nte +Ġbüy ük +Ġutil izar +Ú Ĩ +Ġaqu esta +Ġmix er +ud ent +лек Ñģ +ÅĤ u +ĠÑģиÑģÑĤ ем +Ġн оÑĢм +Ġfat al +Ġconsider ations +Ġvalid ation +Ġo li +Ġk ardeÅŁ +ĠGL ORIA +Ġp all +еÑģÑĤ е +Ġrect ang +Ġmed ieval +allah i +ast i +ĠSy rian +Ġshe ar +Ġdeb ug +ĠM ai +Ġknock ing +ĠLe x +ard an +ro v +Ġmem orial +æ° £ +ook y +Ġstuff ed +Ġpass é +Ġw ig +Ĥ ł +Ġpróxim a +Ġ199 1 +Ġм еждÑĥ +Ġnuest ros +ĠBe ast +Ġsm o +atch ed +olog ia +Ġм од +Ġge e +Ġconcept ual +Ġà ´ +Ġdecre ases +Ġquer ies +олÑĮ ÑĪ +ĠA part +Ġex empl +å± ± +Ġfl ed +ĠO FF +gg ak +Ġbe ad +h ir +l ies +ĠClear ly +ı lar +Ġch ess +Ġwhich ever +Ġ9 6 +Ạ± +Ġrespect s +Ġм оÑĢ +Ġorgan ism +Ġgrand pa +ĠV ie +è·Ł ä½ł +Ġflo oding +Ġupgrad ed +Ñij ÑĢ +Ġcheek s +Ġcon quer +Ġstub born +Ġpuzz les +Ġau ction +Ġre lying +ĠPRO F +ĠEs per +ĠÐľ У +Ġhy pe +Ġposs ibil +Ġimp rison +ĠEr n +ìĹĪ ìĬµëĭĪëĭ¤ +Ġenv ie +Ġresur rection +ä¸į è¡Į +Ġs per +ĠVenez uela +s om +Ġìŀł ê¹ +Ġnouve lle +Ġclos es +Ġ19 40 +Ġqu a +ĠJ ared +ĠP ir +Ġind e +Ġscr ub +uk u +Ġrequ iring +Ġв ами +Ġconsider able +åIJ Ľ +il ia +Ġin ne +Ġmein em +Ġhard ship +Ġtra ps +ro c +ĠìĦ ¤ë +Ġresearch ing +ĠMarg aret +Ġpen ny +Ġbı rak +Ñij л +Ġw ool +Ġr het +Ġflat ten +ç ĩ +à¹Ģภ£ +Ġp ied +ĠCh ap +Ġunder m +Ġf ret +Ġcrash ed +ĠFra uen +Ø° Ùĩ +iv an +Ġliter ary +late go +Ġsp äter +Ġsimilar ities +â Ĩ +ĠCor on +ĠC reek +Ġboss es +Ġaccompan ied +Ġdeb ates +Ġassemb led +Ġà ģ +ĠV ai +Ġtr act +Ġsimple ment +ĠAr in +Ġvulner ability +Ġhorm one +I EL +OO K +Ġrel ay +ĠAnd rea +r il +Ġnecess ity +aceut ical +Ñİ Ñī +ous ing +nah men +Ġfoot print +m ap +ĠT ier +ann ya +int end +åĸ ® +å ¢ +Ġdecor ate +Ġzomb ies +ĠHy d +ĠSu z +Ġcampus es +ĠE mb +Ġthr ottle +Ġad min +Ġop ortun +Ġmir rors +Ġident ities +ĠCl in +Ġë¹ Ħë +á¹ £ +ĠO tt +Ġbl ues +Ġimpress ions +- , +Ġv ague +a fe +Ġinfer ior +eral d +Ġmedic ines +Ġpre gunta +os ely +Ġt élé +ĠMon th +ĠLe aders +ĠEgypt ian +Ġr ation +k ers +he its +Ġre cht +P lay +Ġe g +Ġpoll s +ĠWOO DR +Ġsl ots +j am +B oth +ĠR at +ÑĢ аж +ĠBr ight +ä¸Ģ å®ļ +á»ij i +ur ious +Ġsing ers +Ġlo gin +Ġt êm +l ation +ĠM um +Æ°á»Ŀ ng +ĠEd itor +åIJ ij +Ġinnov ations +h ave +ĠS ek +Ġwe aker +ĠG ob +A fter +´ì §Ģ +Ġ문 ìłľ +ãĥ¼ ãĥ¼ +Ġdisad vantage +ç¢ º +Ġg aze +ĠM ack +Ïģ ί +ĠK iss +ĠH olo +ĠBir th +iz i +b ab +ä¿ Ŀ +ìĭľ ê³ł +д еÑĢж +Ġsqu at +кÑĥ Ñģ +un i +ĠComm e +ĠWOODR UFF +ĠChampions hip +Ġwel che +ĠY outh +z em +Ġod pow +Ġpersist ent +r ut +ìĶ © +íĸ ¥ +la ir +ik u +Ġvend or +Ġch úng +Ġfinan ci +Ġover ly +â u +Ġgl uten +Ġ18 00 +Ġdiv isions +Ġciud ad +Ġob ed +Ġwar um +Ġe her +Ġel im +ĠÐĴ о +Ġpeu vent +ĠW anna +Ġattend ance +Ġassess ments +ĠB og +Ġimag ery +Ġcollect ively +Ġinform al +ĠSch we +Ġde utlich +ĠCh el +ĠP E +ow ed +Ġb anner +Ġshel ves +ĠRet urn +æĭ ¿ +LAUGH S +Ġcongrat ulate +ĠNor way +Ġd well +ĠCarib bean +Ġnorm s +ĠAn imal +ĠValent ine +Ġext ending +ĠV ou +or r +ĠCh eng + ¡ +ĠдоÑĢ ог +Ġve g +Ġh Ã¥ +ĠX in +Ġì¹ ´ë +em et +Ġhyp oth +Ġinteress ante +ric es +I Z +ĠUS D +Ġrun ner +ĠB ag +Ġê ½ +Ġcomeç ar +Ġpig s +Ġweakness es +P h +ĠVi ol +ä¸į çĶ¨ +Ġdra gging +ĠAqu ÃŃ +ĠCS S +Ġmill imeters +Ġest ás +Ġac ute +Ġde jar +i ÄŁ +ob ra +L ove +Ġsil k +** ** +Ġjo ins +Ġpro l +Ġê°IJìĤ¬ íķ©ëĭĪëĭ¤ +æĶ ¯ +ØŃ Ø¯ +agh etti +än ner +Ġstr ang +Ġdoub led +Ġdescri ptions +Ġst ellen +Ġpart i +ç« ĭ +² Ħë +Ġö ÄŁ +ig hing +Ġang ular +Ġnat uur +ĠSh el +Æ° Æ¡ +Ġr ays +Ġse per +st art +v ised +Ġrush ed +Ġinternation ally +Ġnive l +Ġbox ing +fall en +á»ij c +Ġse inen +plic ity +Ġcarb oh +ĠTra vis +us o +ĠPh ase +Ġactiv ation +Ġop io +· ¨ +Ġdecre ased +C ar +Ġbund le +Ġexp end +orm al +Ġadjac ent +Ġme e +ĠоÑĢ г +Ġtrans cript +ĠLang uage +G S +è§ ī +Ġse ul +Ãł nh +Ġn ya +ning s +Ġìĭ ľë +ĠëĶ°ë Ŀ¼ +ĠA gr +ÃŃ d +çķ Ļ +Ġab y +ĠNe o +ıyor uz +ĠThink ing +a ime +Ġv ite +Ġtrav és +Ġ×ij× ¢ +Ġм ед +O ur +ho ot +Ġl iner +ĠP izza +Ġhy g +fl ies +ĠContin ue +Ġdent al +ĠT ib +Ġreg ulate +lie ÃŁ +AL K +ĠTa e +ê¸ ¸ +ĠBre xit +ĠG ut +Ġoccup ation +Ġz robi +â m +Ġwh isk +ä¸ĸ çķĮ +Ġkans ke +om on +ro be +Ġwar fare +Ġth á»ĥ +Ġjak i +Ġstro kes +Ġpe as +ĠDam it +H AN +Ġinter ference +Ġмин ÑĥÑĤ +N ER +out ing +Ġtext ures +Ł ī +ow i +Ġíķ Ļ +Ġd ens +Ġprotagon ist +än n +Ġgod dess +Ġwoll te +ij o +ĠWo che +ĠV PN +st ory +Ġkind erg +Ġfun nel +Ġdist ress +ноÑģÑĤÑĮ Ñİ +Ġno isy +ĠпÑĢод олж +Ġdar an +Ġenzy me +л ож +Ġm ute +Ġd war +Ġا س +Ġkom pl +Ġmer it +Ġf osse +ĠDr ink +Ġfor a +Ġw ohl +Ġbree ze +Ġsan it +Ġdr in +ĠìĿ´ê±° ëĬĶ +Ġ6 2 +Ġì° ¨ë +aby tes +Ġde eds +ĠÐ ¹ +i ème +igg ling +Ġ" ' +ĠÑĩа ÑģÑĤÑĮ +ĠAns wer +Ġev angel +Ġ10 80 +ĠVis it +ic ient +Ġreli ability +Ñİ ÑģÑĮ +ĠEar lier +Ġf id +çŃī ä¸Ģä¸ĭ +Ġslee ves +iy orsun +Ġb ib +ĠAcc ount +Ñı ли +cipl inary +z as +Ġб еÑĢ +Ġneck lace +Ġbl ender +ĠPhill ips +et i +ĠJup iter +Ġprov oc +ĠYe ars +ent re +ac io +Ġk ü +Ġanten na +Ġnovel s +Ġf art +ĠS ugar +ĠJud y +Ġcollaps ed +ç ° +rit is +Ġìĥģ íĻ© +ÐĹ Ð« +ĠVer f +rane an +ere um +ĠTar get +Ġ8 8 +ĠÐĺ з +ide o +Ġreg ression +ì¶ ľ +Ġmów i +Ġstud ios +i ens +ip h +Ġfr ying +Ġfasc inated +ĠW ah +b ucks +m aya +ĠSat urn +ĠM ommy +Ġrating s +Ġaut umn +Æ°Æ¡ ng +Ġlos er +Ġcent ro +érie ur +ĠF old +Ġsuper visor +ĠNo bel +Ġunder est +ob ia +Ġв ÑģÑı +Ġver w +Ġfu els +Ġartif acts +Ġë¶ Ļ +ĠAut om +çļĦ æĺ¯ +Û Ķ +×ķ× ¡ +Ġih nen +Ġ5 9 +ound ing +еÑĢ Ñĭ +in ars +ch ant +Ġadd icted +Ġexplos ive +Ġdisp ers +â ĸĪ +ax is +AR Y +Ġl um +ĠÑĥ Ñģл +ĠØ Į +Ġru pees +ĠPe arl +c amp +t v +oy a +Ġconclud es +Ġcoll ision +Ġbuy er +Ġplay ground +Ġspr ings +Ġfemin ine +ĠR as +Ġincar cer +íĹ ĺ +Ġdial ect +Ġclos ure +Ġchat ting +Ġb abe +Ġspot light +Ġnot ation +è· ¯ +St ar +i ão +Ġt ête +Ġt ide +Ġjun to +Ġsen ator +Ð ¥ +Ġexcus es +Ġbl ink +Ġadm ission +ĠL ily +Ñĭ ми +Ġam igo +Ġl ust +ëĭ ¬ +Ġam ino +äºĭ æĥħ +Ġconsult ant +ĠElect ric +Ġëħ¸ë ŀĺ +uj ah +Ġshoot er +icht en +ĠUkrain ian +Ġaim s +ĠEnter tain +Ġmir acles +èŃ ° +Ġze igen +Ġl am +Ġres s +ĠJ ill +yl an +Ġro ok +Ġh aya +Ġpass port +ad ata +Ġju icy +con f +л ей +ĠS z +Ġinter cept +ãģĤãĤĬãģĮãģ¨ãģĨ ãģĶãģĸ +ĠTe ams +Ġmak en +ir rel +ĠLI KE +áºŃ y +êµ ° +Ġshort age +Ġparad igm +Ġpap el +Ġast ero +ãģ¾ ãģŁ +Ġsoll en +ĠMic key +ĠOr leans +Ġchol esterol +Ġgo ose +ÑĨи Ñİ +ãģĤ ãĤĭ +ĠF L +Ġгол ов +Ġtrib ute +ĠG am +Ġé videmment +Ñı Ñħ +å® ŀ +çĶ ° +Ġin appropri +uh an +Ġorganiz ational +ail ed +Ġend ure +Ġ7 6 +Ġshot gun +Ġliv re +Ġsu ited +Ġwarm th +ĠS IM +Ġenv ision +Ġde grad +î ne +La ughing +ĠWho ever +ĠBuddh ism +Ġspr inkle +ceÄŁ iz +Ġru ins +Ġst arch +ĠHer z +Ġinjust ice +Ġhum idity +ожал Ñĥй +ĠOb ject +ĠI gn +ĠEx am +ig ers +Ġth ou +ĠSo y +iv as +Ġpol es +m ath +Ġв ним +ING ING +ed ral +Ġexpl or +Ġroast ed +Ġcraw l +Ġco ff +Ġan om +Ġw ij +Ġimpro ves +Ġtreat y +Ġdiscover ing +Ġstat ute +Ġmerc ado +ĠÑģ ил +Ġint el +ĠChance llor +ĠMed icaid +ug i +Ġver bal +Ġd ön +Ġscript ure +Ġit eration +ek s +ĠOx ford +Ġw äh +ĠV ad +ĠA K +ĠìķĦ ìĿ´ë +Ġi ets +Ġneed les +Ùĥ Ùħ +Ġpas ado +Ġalbum s +Ġye a +et zen +Ħë ıĦ +Ġdeterm ines +Ġthe e +ĠPlay ing +är t +Ġ× ¦ +c led +Ġdown ward +al one +Ġsol u +Ġpart ition +Ġw z +d d +Ġpesso al +å ª½ +Ġfact ories +Ġble ibt +ม า +als a +ĠNF L +Ġfu era +Ġres erved +ĠE arn +Ġhel t +Ġshort cut +Ġconvin cing +sp ace +Ġen force +Ġc ores +Ġe fter +Ġrecess ion +x ico +Ġprop osition +ar ians +rop ol +Ġëª °ë +ĠÎ ľ +ĠìļĶ ì¦ĺ +Ġactiv ist +Ġconv iction +Ġz ab +Ġcancel ed +ÑĤо Ñĩно +ĠÎ ® +éĢĻ樣 åŃIJ +n ite +Ġfund ra +buz zer +ел о +ic ations +Ġz ona +Ġte ens +Ġmethod ology +Ġì¤ij ìļĶ +th an +ĠU l +ĠG rey +Ġh og +IN K +ĠS ung +ĠC laud +ĠCN N +Ġdel ivers +al in +ĠAd obe +ot he +ĠDes wegen +ภ³ +Ġwer de +Ġgre ase +Ġup grades +ĠFin land +ac cept +Ġinter rog +be e +Ġãģ « +Ġpre de +ĠN ep +ĠCam bridge +Ġgraph s +Ġha unted +Ñģ ем +æ § +åħ ĭ +S ome +ĠM all +Ġrehears al +ĠUr ban +ĠL ag +Ġn im +ê° ķ +Ġposition ed +Ġavo ided +EM A +Ġlleg ar +Ġráp ido +Ġgou vern +Ġh ing +Ġdeal er +Ġreform s +Ġfat ty +к ол +ĠA ce +Ġne p +Ġì² Ń +Ġcomput ation +ĠSt ream +bour ne +t ur +P or +Ġsleep y +Ġbang et +ãģĤ ãģ® +Ġwe ighs +Ġble iben +ĠG ren +Ġun ions +Ġêµ IJ +Ġap render +uit ar +ĠJ est +um ing +ĠPlay er +ĠExt rem +Ġinteg er +аÑĩ е +Ġconcert s +×ķ× Ľ +Ġtro chÄĻ +ĠRe pe +éĩį è¦ģ +๠Ĥ +ż en +Ġsound ing +Ġan onymous +Ġex ca +ĠIran ian +Ġener getic +Ġw ives +ĠÑĨ веÑĤ +Ġa is +ãģĭ ãģª +Ġsud ah +Ġunder wear +Ġcrunch y +ĠP ain +Ġger çek +red ict +Ġm isma +Ñĸ ÑĤ +Ġsurv iving +ÎŃ ÏĤ +Ġparticip ant +ĠH essen +ári as +Ġsub way +ist ä +Ġcor al +Ġmar ijuana +ĠMem orial +ÑĪ ий +ri z +Ġsatell ites +Ġle ase +ĠCam eron +um ph +Ġclass mates +äh än +ÑģÑĤв е +Ġh ue +ĵ¤ ìĿĦ +Ġproport ional +Ġn oss +Ġl aps +r Ã¥ +Ġbit coin +ÐĹЫ ÐļÐIJ +Ġì¶ © +ĠÙĦ ÙĦ +ĠM ort +ĠEs p +arn os +ĠÑģказ ал +Ġä nd +åħ Ħ +×Ļ ×Ļ×Ŀ +ĠGe b +ge hen +I naudible +bor ough +ÑĦ ÑĦ +Ġfellow ship +ĠP aper +Ġcur ved +ĠGE OR +Ġcalcul ator +ĠCat al +ĠvÃł o +Ġby pass +л еÑĤ +à ³ +tr ans +ren cies +ì ¡Į +ig ent +Ġtast ed +Ġo ceans +u ft +erv ice +ĠÐľÐ£ ÐĹЫÐļÐIJ +ĠClass ic +Ġrespect ively +~ ) +î tre +ĠN ash +Ġz it +ĠìĽ ĥ +ĠëĨ Ĵ +qu ote +ĠUn s +Ġt ac +Ġpro ves +ĠPort land +b ly +Ġ ere +ì¶ Ķ +Ġépo ca +ĠÑĤÑĭ ÑģÑıÑĩ +7 6 +Ġhad e +ĠF ro +ĠpolÃŃt ica +t ag +Ġíķ Ń +Ġsch ö +are tt +Ġprov isions +Ġmot ors +Ġimag ing +Ġdo k +ul ously +Ġme ille +çİ° åľ¨ +ë IJ +ĠIS O +ĠST EM +ĠBow l +Ġto wers +ĠE e +ĠPerform ance +Ġlo in +cuss ion +Ġcoast al +ial e +com pass +Ġspell s +Ġdisappoint ing +Ġë²Ī 째 +E ER +Ġvers atile +as ury +Ġen fin +Ġdown side +Ġgu iding +ĠاÙĦ ÙĤ +Ġnin ety +char ged +ĠF ans +Ġphilosoph ical +Ġg arn +ĠmÃ¥ nga +Ġwilling ness +Ġport ions +ab en +Ġ ï + ¿ +ra ul +Ġspr int +if en +ıy la +Ġк Ñĥп +ãģı ãģłãģķãģĦ +Ġens uite +ĠCap itol +Ġ6 3 +ĠговоÑĢ иÑĤ +Ġappoint ments +æī ¾ +omi ast +Ġcare g +Ġpubl isher +Ġher aus +Ġε ί +ĠV S +ãģĿ ãģĹãģ¦ +ä¸Ń åħ± +Ġsacrific es +th ird +Ġhuman itarian +ĠëĤ ´ì +im on +Ġine qu +Ġz ob +Ġcomfort ably +ĠD inge +Ġcancell ed +ĠPS AKI +ĠRob inson +Ġfin s +) ? +ĠHist or +ĠÑĩеловек а +Ġt bsp +te xt +k im +Ġupd ating +Ġgel d +f eld +ı ¼ +Ġm ä +Ġcaf é +Ö Ģ +ĠS ri +ĠReg ion +ĠH ahaha +Ġfin ances +ĠاÙĦØ ´ +Ġb unk +ru k +ha ft +Ġlater al +Ġext ensions +ĠìķĦ ìĿ´ +Ġdefin ite +ĠZ hao +ĠLu is +st y +Ġcas os +ĠK lim +Ġ199 3 +Ġreal ization +Ġhistor ian +Ġcrack ed +ëĤ ´ +Ġsyst ème +ĠC IA +ĠÑĤ во +osp heric +Ġfle e +Ġr ất +ĠRegard less +Ġrel uct +Ġtim ely +ĠJul ian +G M +é Ĵ +ad ura +é£ Ł +Ġdress es +çģ £ +ĠëĶ Ķ +Ġnom inated +Ġadvoc ates +ym ph +Ġrecord ings +Ġdev iation +Ġpriorit ize +Ġspir al +ĠYOU R +Ġtransp ose +amp oo +ĠìĽIJë ŀĺ +ĠV ision +Ġpol ite +Ġha mb +ĠPat ient +æ¯Ķ è¼ĥ +íģ ¬ë +Ġs ia +Ġê³ ³ +Ġž e +è§ Ģ +Ġsuper market +ë ¹ +ĠS ierra +Ġgr illed +ĠUp on +Ġabs ent +Ġme c +ĠAp ollo +Ġp unk +ĠPa ÅĦst +ĠÑģв ой +Ġê±° 기 +G irl +Ġskin ny +ĠPrem ier +Ġterrit ories +Ġli ability +Ġj erk +r atic +Ġdan cers +ĠÑĥ ÑĢов +Ġê´ Ģë +on ly +ĠSt u +Ġske leton +ĠëŃ IJë +Ġзак он +ı kt +ĠMI KE +Ġl ö +m ie +Ġre iter +ãģĵãĤĮ ãģ¯ +ĠKoll eg +ĠAd ams +lich er +Ġçoc uk +Ñı г +Ġbl ush +Ġsun shine +Ġe z +ĠDev il +Ġê¸ ¸ +Ġãģ Ĭ +ad d +Ġlic ensed +Ġv inyl +ĠC zech +im ag +Ġcrack ing +Ġì º +Ġud ah +Ġs ommes +Ġìĸ¼ êµ +wa Äĩ +Ġf res +åij ½ +ĠWal mart +ĠТ епеÑĢÑĮ +at isf +C I +l ang +Ġdiff usion +çĶ · +Ġsom os +ĠM akes +æĪij æĥ³ +ĠRick y +Ġmuch a +íķ ¨ +Ġhorse power +as ia +Ġfib ers +Ġ erm +Ñģ кие +Ġjest e +Ġfire fight +Ġcu isine +Ġbesond ers +d ig +Ġì¢ ħ +ĠÑĥ ж +Ġtr acing +Ġcertain s +ĠApp ly +Ñĭв аÑĤÑĮ +ç Į +Ġbr u +ĠY ES +ĠB ai +ĠD it +ĠB is +Ġun le +ÑģÑĤа ÑĤоÑĩно +ĠAw ak +.. " +Ġ12 5 +Ġroot ed +Ġcaut ious +con st +Ġorchest ra +çľ ¼ +Ġвн ÑĥÑĤ +Ġquel qu +ĠоÑĤ веÑĤ +ĠMet hod +ì¹ ľ +Ġμ αÏĤ +l ü +ĠìķĦ ê¹Į +Ġn aming +C har +ĠS icher +Ġprivile ged +ĠF ly +Ġãģ ĭ +áºŃ t +Ġadv ances +ĠZel da +Ġand ra +Ġgr inding +ĠEd ition +p f +Ġwarri ors +Ġh edge +Ġuns eren +ĠÑģÑİ Ð´Ð° +el iness +Ġpersonal ities +Ġf ö +' M +ĠÑĤо Ñĩно +Ġsh ipped +Ġmete or +Ġsurround ings +ĠF ill +u esta +ĠPerson al +ĠAll e +OR T +ä¹ ħ +ĠS che +V I +Ġcompar able +dam n +Ġd itch +Y AN +ism us +Ġpick up +Ġd ak +ĠE P +b est +ĠS ue +äll t +Ġpop corn +Ġfold ing +h ome +ив аеÑĤ +å·² ç¶ĵ +Ġan not +ch uck +Ġfier ce +Ġdam aging +Ġfl op +Ġpas ar +Ġre ef +ĠÑģво ей +Ġz oo +o vers +j ets +Ġpr ès +ĠSil icon +te ok +ĠS eth +at amente +Ġtransm itted +Ġrepl icate +Ġsl im +ĠC ream +æĦŁ ãģĺ +Ġside walk +ìĪ ĺë +Ġжиз нÑĮ +ĠMon ica +ä¾Ĩ äºĨ +Ġcop ied +ĠTer ra +ist ent +ç³ » +Ġо но +Ġwh ale +ĠW ITH +л ÑĥÑĪ +å½± çīĩ +ĠE en +ĠÑģво и +Ġord in +Ġpl ural +Ġsp okes +Ġdisp ute +Ġsens ible +Ġpre aching +Ġktó rzy +pt ed +av ier +Ġpist ol +ĠTap i +Ġ ÅĤ +ff ff +Ġac rylic +Ġignor ance +ĠZ iel +r ans +Ġweld ing +m id +æĪij ä¸į +Ġзан им +Ġlan es +Ġmin es +Ġmom s +×ķ× Ĺ +ĠCham ber +t ier +Ġmod est +ĠìĹ¬ê¸° ìĦľ +Ġun as +Ġw rench +hand ed +Ġsatur ated +ĠF ang +ĠCommission er +ठ° +Ġ× ĸ +ĠLouis iana +ĠM ask +Ġcub es +ìĶ ¨ +Ġvidé os +ĠnÃ¥ gon +Ġr ider +Ġì¶ ľ +Ġs ón +ĠLat ino +b ank +íķ´ì £¼ +ĠB rend +Ġsexual ity +... , +Ġforget ting +Ġ ÛĮ +ĠAven gers +ĠBon jour +cess or +кÑĢа ÑĹ +c ence +Ġge ograph +cul o +о ÑģÑĤÑĮ +Ġswe ating +íĥ Ģ +Ġsymm etry +ts Ã¥ +Ġj an +ĠFer r +é¦ ĸ +Ġamb assador +ziÄĻ k +Ġmus un +ĠÑĥ ÑĤ +ĠL G +iss ent +comm un +Ġcour s +Ġdevelop s +Ġbron ze +Ġsubst ances +dri ven +주 ìĦ¸ìļĶ +Ġa os +åĦ Ħ +ĠPROF ESS +h alf +Ġsort ed +ĠB omb +л аг +ĠMalays ia +ĠChrist ina +Ġteam mate +èģ ŀ +F T +Ġk ı +heart ed ++ + +ogen ic +Ġbell s +ĠOu ais +Ġspecial ists +б Ñĭ +dep th +lass es +g ies +ĠCo ffee +Ġmark ing +Ġfo ll +ul i +Ġad hesive +ĠB ot +ĠP unkt +e ye +ĠB ub +el ong +åĪ ¶ +ĠпÑĢ ик +Ġdon or +8 4 +Ġen for +Ġcatch es +Ġbr icks +Ġkn itting +ĠKnow ing +ok s +H Y +r ide +ĠFant asy +im an +Ġp se +Ġìĺ ¨ +Ġв д +Ġrest ra +Ġevalu ated +ÑĢ ев +Ġfortun ately +Ġche gar +ر ب +Ġdom ains +ib i +ar ry +Ġshut ter +Ġfic ou +M ike +Ġinc lu +Ġdon ors +Ġa pl +ĠL ower +Ġimport ed +Ġacad emy +Ġfin als +Ġdisappe ars +ÙĬ ا +Ġadministr ator +j s +Ġcut ter +Ġr anging +ör per +Ġconstra int +ĠT able +ĠSh an +v ic +ĠF ix +ĠSw ift +oun ces +ĠWar um +Ġlett uce +app elle +Ġsh ave +Ġb ás +Ġ7 7 +ĠO oo +a o +ĠMc M +ĠD rew +Ġl ump +Ġl ashes +schein lich +R ep +in is +ĠC ette +Ġcompos ite +emet ery +Ġsort e +ĠFin ancial +он е +ron es +ĠV oy +Ġt éc +ł ¹ +ĠNin ja +ĠCor in +ен нÑı +ìĿ´ìĹ Ī +Ġn ich +Ġdetect ive +âĢ¦ " +Ïĥ ε +Ŀ¼ë ıĦ +Ġë³ Ģ +Ġë¸ Ķë +Ġpro pe +ĠW right +Ġ×Ķ× ª +ĠSh i +Ġãģ Ł +Ġinvestig ations +éĤĦ æĺ¯ +ĠPower Point +ĠCh u +Ġìĺ ¤í +ĠìĻĦ ìłĦ +ĠFra gen +un ning +Ġpour rait +Ġtext book +м Ñĭ +Ġf ahren +Ġ ÑĤоÑĢ +Ġl akes +ünd e +I nt +ĠMet ro +Ġmans ion +Ġа б +ĠZh ou +Ġcorrid or +Ġesc ol +Ġindic ating +ia ÅĤa +Ġm ommy +Ġarch ives +Ġfound ers +eng ine +ĠDie u +Ġsick ness +Ġë³´ ëĭĪê¹Į +Ġar b +Ġn ed +ĠCh op +Ġco vid +Ġsl am +Ġpublic ations +D C +Ġsp ends +æ ¾ +Ġrefuge e +Ġd ile +Ġ×IJ× ĸ +ific ar +ĠS ach +G u +Ġre load +?? ?? +Ġje ÅĽli +ĠÑģ оÑģÑĤо +Ġsim plicity +Ġbull ying +Ġм ол +Ġreal idad +Ġuncle ar +app a +le vant +ĠIS IS +ĠW atson +Ġde in +ĠMic ro +íķ ľë +ü g +Ġdev am +Ġtwe eted +å° İ +Ġunderstand able +at an +Ġvers a +Ġpre ca +Ġv á»ģ +ĠCop y +ĠOr acle +Ġmindful ness +Ġdisc ret +ern en +ĠP le +H ave +Ġisol ate +Ġde u +Ġsevent y +ĠH ills +Ġarc ade +ĠÑģп еÑĨи +Ġsigu iente +ĠB ÃľNDNIS +lig a +ĠвÑģÑĤÑĢ еÑĩ +ô m +Ġtwe ets +Ġsch auen +Ġcrit ique +ĠðŁİ µ +Ġst att +ĠÑģам ое +ân cia +Ġsuper natural +Ġplug ged +F l +yn ı +ĠTamb ién +Ġencourage ment +ĠSer ver +ëĤ ľ +up a +Ġast on +Ġhe ars +ÑĢа Ñħ +Ġsch e +Ġr ats +Ġrec uper +Ġun ten +ĠFight ing +Ġacadem ics +ç¤ º +ĠS ü +Ñģ киÑħ +Ġpa ired +Ģ ìĿĦ +Ġá rea +Ġsweet ness +åı Ĭ +Ġde fer +Ġmuit as +ĠAud io +Ġlock er +ÙĬ د +ĠÑģÑĤ ав +Ġbu ena +AN S +Ġdetect or +av o +be k +Ġα ν +íİ ¸ +Ġdra gged +Ġдолж ен +à ĸ +ر Ø© +ìĿ´ì §Ģ +Ġcell e +ck ing +ĠاÙĦØ ¬ +ĠCan vas +Ġespa ñ +Ġgl imp +Ġspread s +ong o +ĠM ason +ĠIn g +Ġê°Ģ ëĬ¥ +ÏĦ ικ +Ġsec ular +Ġb ater +Ġinqu iry +Ġenerg ies +Ġmanufact ured +Ġveget arian +Ġpine apple +ÑıÑĤ а +Ġpractition ers +2 000 +Ġíķ´ì ļĶ +ĠìĹ¬ëŁ¬ë ¶Ħëĵ¤ +Ġë¶ Īë +ĠJeff erson +ĠJo an +Ġtr am +å® ¹ +ch mal +ĠH ait +á¹ ĩ +Ġun real +Ġsymbol ic +Ġste alth +Ġspl ash +ĠEntertain ment +Ġmetall ic +?" . +è¶ Ĭ +ar ound +Ġdesp air +ĠNev ada +ĠFin ance +Ġk rie +ĠL ux +ĠSm ash +ke eping +Ġз аг +Ġnarc iss +Ġdz isiaj +Ġtoler ate +o ard +Ġlink ing +ĠEconom ic +Ġì ¼ +Ġmor ph +ĠN ak +ĠB aker +at on +r ings +ĠP eng +ĠAir port +ãģĭ ãģ£ãģŁ +íķĺ ëĭ¤ +§ ģ +pr ints +Ġhad i +Ġemp ir +ĠL ives +ann ers +Ġн им +ĠPROFESS OR +Ġpositive ly +ant om +Ġbad ge +ke lt +Ġinter fer +Ġfulf illing +Ġvisual ization +éĹľ ä¿Ĥ +ĠPr ice +� � +Ġscen ery +Ġpr one +Ġw izard +Ġb anyak +ver b +s ky +Ġwish ed +Ġrail way +Ġü zer +Ġalgu ien +ĠA W +Ġкол иÑĩе +Ġreact ing +ĠB uch +ภ¶ +Ġan th +Ġsi h +Ġh ust +ĠSc reen +il ant +ah o +Ġfragr ance +Ġelev ation +ĠMed iter +Ġë ¿ +Ġé qu +Ġwra ps +Ġin ert +Ġrecre ate +л аÑĤ +Ġbo leh +Ġharass ment +unk y +Ġglimp se +reg ierung +Ġfut ur +Ġreposit ory +Ġeng ra +Ġtraff icking +ass is +ĠTre k +Ġë² Į +Ġë§ Īë +ĠK ab +ani u +g ive +Ġdin osaurs +Ġfe ather +Ġatt itudes +Ġpl um +ĠR S +ĠAn fang +ill ery +ĠìĬ ¤ +M Y +Ġtrze ba +Ġsk ies +ĠA j +ur able +C U +ĠSh ane +Ġdepart ure +ĠT ON +iet en +r ats +æ° Ĺ +is u +Ġb ord +Ġinteresting ly +çĻ » +oug hing +Ġr ushing +Ġvol atility +Ġp yt +Ġform ats +Ġз аÑĤ +Ġê¼ Ń +Ġwhat not +Ġcomp ort +s w +ore an +ĠRel ax +Ġcl an +ĠA H +Ġpe w +Ġdiction ary +T ake +sh irts +ĠH ugh +ĠعÙĦ ÙĬ +ĠP ic +Ġenroll ed +Ġjed nak +Ġoffer ings +Ġcor az +L ife +Ġ !!! +Ġcl er +ĠVide os +ĠRod rig +ĠId ent +ĠP os +ĠSt age +ĠR ace +Ġen act +ãģĦ ãģ¾ãģĹãģŁ +ĠG y +ĠHis pan +Ġdef ence +ĠCamp bell +m atic +Ġrele v +Ġpe ach +Ħ¸ ìļĶ +Ġparad ise +Ġcere mon +Ġannoy ed +æĮ ĩ +la x +Ġexplo it +Ġcla use +ek er +ĠBlo om +n ant +ate urs +Ġhe ights +E ven +Ñģ он +Ġoutra ge +ĠVietnam ese +ãģ¯ ãģ¯ +T R +Ġe er +Ġcann on +ĠCom b +IJë §Į +è» Ĭ +Ġê²ĥ ëıĦ +Ġaccomplish ments +ĠAnalyt ics +Ġshap ing +re iben +Ġb achelor +Ġfing ert +ack ed +Ġpyram id +ĠStew art +á st +Ġsurviv or +Ġdu ct +Ġdeal ers +æ´ » +ع Ùħ +ли н +Ġed e +×ķ× ¢ +ĠÙĥ اÙĨ +ĠÏĦ ι +Ġcho oses +ĠO wn +го ÑĤов +h ire +алÑĮ нÑĭе +ĠÐĽ Ñİ +Ġо ÑģÑĤав +te ch +Ġdro it +Ġsubject ive +en es +Ġdiv is +ave z +Ġmaneu ver +à¹Ħ à¸Ķ +ade ce +ĠEn s +ac ial +ĠProt ection +ĸ ´ +Ġform ally +Ġwy d +ingu ém +Ġz iem +Ġrecru iting +×Ļ× ļ +n em +Ġforb idden +ĠB apt +×IJ× ł×Ļ +Ġsubs et +ĠMag az +n ement +Ġaqu ela +rag on +Ġcomm ittees +Ġéta ient +ud i +ĠDa wn +Ġb ore +Ġcompos er +ĠwiÄĻ cej +ang a +Ġdis like +ĠD ays +åŁ º +Ġpar al +Ġm ientras +Ġheaven s +ãģ Ĵ +he id +Ġtrad ers +on ce +Ġmasc ara +ĠÏĢ Ïģο +Ġwhis per +ĠMus k +éĽ Ĩ +ĠFamil ie +All ah +ĠOl ivia +ĠPr os +Ġol ika +il im +Ġrép ond +ĠP eters +Ġ å¾Ī +Ġbit es +Ġv ic +ĠN Y +em ption +Ġ4 50 +Ġvisual s +Ġlie u +ück en +ĠSte el +ĠG P +w ait +Ġnotice able +uch a +Ġreh abil +Ġreject ion +ĠÑģлед ÑĥÑİÑī +Ġsl ider +Ġregard ed +Ġgrav it +ĠRes erve +c ount +Ġbre eding +Ġlon ge +ale b +Ġkn ight +Ġв ой +Ġprés ent +Ĥĺ ìļĶ +ĠSpec ifically +Ġpos es +Ġve ure +ok ay +em as +Ġ ãģ§ãģĻ +Ġma jÄħ +Ġweb inars +Ġcann abis +Ġdam als +ĠNorth west +Ġp ada +Ġcrowd s +Ġfut ures +Ġä n +Ġciv ilians +ĠS achen +æ į +Ġtr aces +Ġ먹 ê³ł +Q U +é¡ĺ ãģĦ +ĠI F +an ın +ìĤ ´ +Ġb iblical +ĠV ed +Ġst oring +ÑĢав лÑı +æĩī 該 +Ġn ast +Ġd ö +ÑĢ оп +el ia +Ġside ways +ĠUnder stand +ĠQ ur +Ġper pend +ĠMill ionen +Ġwater melon +ĠDiv ine +ult ur +ab ord +Ġsuccess es +Ġhom bre +Ġcar p +Ġsus cept +ung kin +Ġk ij +ul us +Ø§Ø ¬ +Ġnot ch +Ġpolynom ial +å¹ ² +å © +Ġún ico +Ġteles cope +Ġpolit ique +k iem +ĠÎŃ Î½Î± +Ġaggreg ate +ĠGe off +Ġtr il +ĠG RA +Ġsubscri ber +im et +Ġдол лаÑĢ +op ing +Ġth erapeut +ĠCan cer +Ġpar ade +Ġir rig +âĻª âĻª +Ġclear er +Ġb og +ĠM aur +า à¸ĩ +ĠShang hai +acht e +ĠK ol +el ujah +Ġha v +ĠCr ime +se k +Ġë ¡ľ +ien na +ĠG or +è Ľ +ĠпоÑĤ ÑĢ +Ġкаж еÑĤÑģÑı +ĠL ift +ĠS ort +ĠP sal +Ġp ing +ĵ Ŀ +ph is +ĠF UCK +ĠS yn +Ġbam boo +¬ ìĺģ +c uts +Ġm mm +Ġfunktion iert +Ġ _ +ÃŃ cio +St op +Ġimag inary +Ġnot amment +ĠIniti ative +ãĥ ¥ +ĠK urt +Ġlo osen +Ġbus car +çģ « +Ġz elf +Ġpro ps +åĽ ī +Ġmoet en +Ġmill i +Ġhall s +ĠM atch +Ġbrack ets +ĠC ou +æ¦ Ĥ +ĠÐľ аÑĢ +IS A +Ġcig arette +Ġcompet itions +ĠM IN +Ġbeh ö +vo or +Ġ ust +ĠZ i +ĠO cc +ul ates +Ġball oons +Ġpr onto +ĠM iy +ĠF ile +Ġкл аÑģÑģ +нÑĥ л +Ġcere al +Ġincre ment +Ġref ined +åı¦ å¤ĸ +pr ising +ĠR F +Ġrespect ful +Ġlo ot +ask et +Ġdeix a +ing le +Ġfuncion a +ĠRe vel +Ġso ber +Ġperform s +ĠG entle +ãĤ ¨ +Ġrecip ient +ĠHa use +Ġë ĥ +F rom +Ġmin isters +Ġpar adox +å°±æĺ¯ èªª +Ġtast ing +Ġ×Ķ× Ĺ +Ġre use +ĠL ane +ĠÑģов еÑĢÑĪ +Ġremem bers +Ġfemin ist +Ġcommit ments +Ġproject ed +Ġg az +iyor uz +Ġoblig ations +R o +z ar +Ġch w +ĠJ AM +ĠbÄĻd Äħ +asp berry +Ġм еÑģÑĤо +ë² ķ +Ġreg ulated +Ġw icht +ĠTre vor +Ġsecond ly +ĠIh re +els h +Ġrep orters +ÑĤоÑĢ а +oy o +G I +Ġinter connect +é IJĺ +OS H +æŃ ² +Ġbr ass +Ġign oring +ä»Ĭ æĹ¥ +in fect +Ġpro jekt +ore t +ÏĦα ν +ĠÑĤ ип +Ġmut ta +Ġunbox ing +Ħ ° +å¡ Ĭ +Ġadv ised +ĠDen ver +Ġsevere ly +ĠM hm +Ġfl ipped +Ġp ien +Ġkomm un +ĠF RE +Ġà®ĩ à®° +aint ed +Ġkn ives +Ġhab l +Ġgew orden +arett es +C S +Ġмал енÑĮ +Ġgal ax +Ġnin ete +ê±°ë Ĥĺ +Ġs is +Ġadvis ory +Ġdr illing +ĠWould n +ün f +gest ellt +ĠHel en +Ġ×ŀ× IJ +ap olis +Ġrze czy +Ġter ra +Ġhe p +Ġalg ún +ik k +Ġastron om +ĠStar bucks +k Äħ +Ġpat rol +Ġì½ Ķ +Ġg on +Ġ ãĢIJ +Ġson st +Ġencoun ters +Ġret rou +Ġshark s +Ġd or +ĠR ever +Ġev apor +Ġreserv oir +Ġalleg ed +ul er +Ġver m +Ġcommer ce +Ġf itted +ge m +Ġtact ical +Ġl ith +éīĦ å¡Ķ +h ad +è® Ĭ +Ġcarboh yd +Ġlength s +ι ο +Ġdem ographic +R ob +ĠS kin +cc oli +Ġsimpl ified +Ġread ily +ĠC um +ades h +ĠD Ã¥ +us st +ig ne +et on +Ġmen or +q i +OO M +à¸Ń à¸Ļ +Ġpsych iat +Ġeight y +Ġм илли +ĠT ob +ed o +ç¶ ² +ĠÄij ến +Ġcirc uits +ĠLAU GH +ic ism +em or +Ġreg ener +eg ree +Ġbure auc +ĠAl ber +ä¹ĭ å¾Į +ĠW or +å¤ « +Ġres in +Ġby ÅĤy +ĠI G +à¯į , +Ġ7 8 +Ġwe eds +ĠMy th +9 3 +æ ¿ +ĠëĤĺ ìĻĶ +é v +á ½ +ö ren +ç ar +ĠP AUL +Ġdisad vant +Ġposition ing +Ġcock tail +Ġagre es +n n +ĠS ally +M s +Ġinher ent +Ġmonet ary +Ġnat ur +ĠN h +ĠImp ort +Ġle ben +Ġw i +uss y +Ġob es +Ġwand ering +Ġìĭ łë +Äħ da +etch up +Ġdispos al +ĠJ A +ĠC er +z illa +Ġvir gin +ĠSl ide +and el +Ġrighteous ness +ĠÎ £ +Ġide ia +ä½ł 好 +иÑĢов аÑĤÑĮ +ר ×IJ +Com ment +Ġpre lim +ĠV ale +Ġì§Ģë Ĥľ +ĠV anc +OM AN +Ġп Ñĸд +Ġy um +st re +ce m +Ġpo cz +Ġfrag ment +ĠÑģлÑĥÑĩа е +Ġunder go +ĠH ank +ce ks +ĠF PS +Ġoc ur +Ġdeter ior +æ³ ¨ +Ġempres as +Pa ul +Ġ) )) +ĠвÑĢем ени +Ġsc old +×Ļ× ¢ +Ġsuspect ed +Ġaccess ing +Ġsubst it +Ġhistor ians +ä» » +Ġдел о +Ġsoci ed +r one +Ġre den +Ġext ends +epher d +Ġbal con +ä¸į èµ· +ĠSol o +Ġpolit ician +олÑĮ но +Ġirgend w +Ġtraum atic +Ġrapp er +ĠRO BERT +Re ally +æģ ¯ +Ġline up +AS E +Ġcontract or +ĠCorpor ation +g or +ĠTod o +ÑģÑĤÑĢ ой +F BE +Ġnews letter +Ġko ÅĦ +alt ies +ĠпÑĢ иÑĩ +ĠHe avy +Ġsw ords +Ġmanip ulation +Ġfun k +Ġv Ã¥r +ĠTal iban +Ġë° ¥ +Ġac ne +ür ü +Ġdes wegen +ĠD ust +Ġsil ic +Ġhook s +Ġbl ij +Ġpet its +Ġfil me +ĠBere ich +ĠSa id +Ġimp osed +Ġdi ary +Ġго ÑĢ +ĠG ates +Ġal ta +å¸ Į +Ġch cia +ple asant +Ġë° Ŀ +Ġmoż emy +ĠAust ria +Ġbro ker +Ġsuck ed +èĢ ĥ +Ġcomp artment +Ġcl one +Ġ×Ķ× ¢ +ĠDan ke +Ġnoch mal +ез д +Ġad renal +Ġkle inen +ãģ¾ ãģĹãĤĩãģĨ +Ġsubsequ ently +Ġdecent ral +Ġgen etics +Ġê´ ij +Ġmon itors +ĠApp lic +ĠRep orter +w ert +Ġwie m +ĠMove ment +Ġinterview ing +Ġhair s +Ġpu ò +ĠChel sea +Ġco her +Ġc ot +Ġz as +Ġpatch es +Ġl ah +Ñĥн к +ĠRe agan +ĠMar co +c ity +Ġdef ender +Ġdecor ation +ij i +Ġl itter +Ð ¨ +Ġj ego +RE W +ĠP ik +ĠHe e +ĠI v +Ġи де +ĠThe ater +ĠÑĩаÑģ ÑĤо +Ġswe ater +Ġhighlight ing +Ġa insi +Ġdipl omatic +ĠNever theless +å ³ +AS ON +Ġpúblic o +Ġf erm +reat ed +c od +Ġë¬ ¼ë +Ġm ister +ĠVanc ouver +Ġrecogn izes +ec d +Ġcomplic ations +en cial +ãģĹ ãģı +Ġê°Ģ ì§Ģ +ĠUlt imate +Ġva ig +ĠM erry +×ķ× Ĵ +ĠMar cus +ç¸ ½ +ow ego +Ġm ente +S m +Ġa ja +ĠTa o +Ġjud icial +Ġentrepreneurs hip +Ġнем ного +Ġp is +Ġer g +Ġch rist +ĠC urt +ĠÑĢаÑģ п +λ ε +ens ch +ÃŃ re +Ġfo cal +ĠDiam ond +av ÃŃa +Ġh anno +ĠSqu ad +Ġassoci ations +ĠCreat ive +Ġmess enger +Ġbe gging +Ġdec imal +Ġd Ä±ÅŁ +Ġmet adata +sel s +ĠÄ° ÅŁ +ữ a +Ġdiffic ile +d ı +Ġs laughter +ĠVer g +Ġ×Ĵ ×Ŀ +ç° ¡ +æĮ ī +ĠTe a +ass es +O k +Ġsynth es +ot iation +Ġpain ter +Ġel bows +Ġarchitect ural +ĠÑĢ ад +Ġgl or +im age +amp a +cul iar +ł ¨ +Ġte ve +ĠSt elle +ĠB am +Ġì´ Ī +as is +ip edia +ĠG I +ĠAct ive +çĦ¶ åIJİ +az i +ãĤĮ ãģ¦ +ĠL ucky +íķ © +ĠпÑĢ иÑħод +Ġrun way +Ġauthent ication +Ġpos ible +Ġsupp lements +Ġsurg ical +G en +Ġfeas ible +D O +Ġout look +Ġinter vals +Ġan ecd +Ãł ng +Ġstra ps +ĠSh u +ud d +iss enschaft +Ġport e +Ġcomm itting +Ġall ey +Ġco venant +ĠPed ro +less ness +ĠSol id +ĠM olly +Ġн екоÑĤоÑĢ +Ġcooper ate +åĮ Ĺ +oll en +Ġtun a +Ġkinderg arten +ĠS iz +Ġduż o +ĠM BA +ĠGEOR GE +ĠF isher +å¿ ĺ +ĠCa esar +ĠкÑĢаÑģ ив +ĠDel hi +zy m +Ġexpl icar +ê°Ģ ì§Ģ +un s +gr ow +ĠпÑĢ иÑģ +Ġ8 6 +Ġst ating +Ġmass a +ch ter +Ġì»¬ë Ł¬ +Ġdep uty +S M +n oc +Ġge ography +ĠEnter prise +ĠC ant +ö z +Ġun pack +ĠíĻ Ķë +Ġsearch es +Ġpres idency +Ġtri vial +Ġp ige +ou bt +ãĤ ļ +ì¼ ĢìĿ´ +Ġbudget s +Ġu b +Ġp ne +ĠY ale +ĠÅŁ öyle +reg ular +Ġimper fect +AR A +Ġfam ÃŃlia +ur m +ĠAdvent ure +ãĥ Ĭ +c is +em ark +Ġne go +Ġinappropri ate +ĠпÑĢи з +ĠÑĢ ол +Ġdream ed +B ry +Ġshut tle +Ġpill ars +Ġb ik +in um +ĠÑĥ Ñģ +ĠNe br +Ġperpend icular +Ġbook ed +ber y +Ġv ikt +be ar +es us +Ġвозм ожно +¨ ¹ +Ġpresum ably +ĠMem phis +Ġambul ance +×ķ× ŀר +Ġthumbna il +Ġmod ification +éĩ ı +Ġinterpret ed +Ġprom o +Ġκ ά +Ġε ÏĢ +Ġacoust ic +ĠD B +åĵ İ +Ġnon etheless +ou le +Ġpe qu +Ġkn ob +ãĤ £ +ĠëıĮ ìķĦ +Ġpurch ases +ĠÃĩ ünkü +Ġdivid ing +per form +ract ion +health y +ĠTit le +Ġu k +Ġcer ca +Ġargu ably +Ġf ale +ë³ µ +Ġgam ers +Ġutil izing +Ġoff ended +Ġt ava +al ı +Ġmed ian +Ġinfect ious +ĠAn nie +Ġsmart phones +Ġpar ole +åĸ Ŀ +ĠEp ic +z za +Ġun ified +Ġê·¸ë ķĮ +Ġcur tain +ĠÄ ĥ +Ġsex ually +Ġuns erem +ĠCon vention +Ġalleg edly +Y a +ĠH oo +en ment +æĢ ª +íĽ Ħ +Ġgig antic +Ġnot ing +Ġre bo +ĠJ ama +ĠAl z +Ġborrow ed +ì¹ ¨ +Ġper ipher +оÑĤ а +ĠG B +ĠGe ar +Ġeconom ically +Ġtele fon +Ġqu eremos +ĠдалÑĮ ÑĪе +Ġr as +ĠTe ach +ic ios +at os +Ġpl edge +b au +ĠHim self +L ink +Ġesper o +Ġchrom os +ĠP ER +Ġer le +Ġpod ium +ç os +Ġnie u +Ġf en +ĠGO D +ĠCh ocolate +wer k +Ġt ừ +Ġsupp ress +λ η +Ġ24 0 +Ġsit ä +Ġhonest y +ĠB io +ĠB ard +ĠобÑī ем +Ġм Ñĥз +Ġmar ble +ĠÑĨ енÑĤ +Ġproc ure +Ġrot or +ber n +Ġtu h +Ġhead set +at em +Ġwarrant y +à® ´ +Ġfil ing +ι ά +Ġcomp rendre +Ġimp ulse +Ġsal v +wr itten +Ġinstit ute +K im +ĠLGBT Q +fic iente +H is +ĠαÏħÏĦ ÏĮ +Ġteen age +or us +ĠÑĢаз б +S ee +ĠCons erv +á»ģ n +ful ness +Ġstraw berries +ĠAb u +и он +Ġo lla +NO ISE +ĠEm ploy +Ġwip ed +ur ger +Ġmod ifications +Ġíķĺ ì§Ģ +Ġfoot steps +Ġhon ors +Ġad ul +Ġfl ipping +ĠH U +Z Y +Ġintegr ating +ب ر +ull a +Ġnatuur lijk +ĠíĹ Ī +ĠEth ereum +ÙĬ ÙĦ +w ed +Ġpe aks +ĠK es +Ġblo om +Ġcr ashing +Ġ9 11 +ĠоÑĤ лиÑĩ +Ġcontro llers +ĠD od +Ġвм еÑģÑĤе +Ġsort ir +å¥ ĩ +ĠStra ight +ĠGrac ias +Ġgro ove +Ġto gg +Ġìĭ¶ ìĿĢ +é ro +Ġout ward +ĠW A +ĠRock y +Ġsc am +Ġhay at +ig nty +â Ħ +pl ings +Ġantibiot ics +Ġ ä¸Ģ +Ġnever theless +j ang +com merce +Ġspo iler +Ġglo ve +Ġch atter +ĠB Y +~ ? +Ġíĺ ¸ +Ġdem ol +we chsel +im ir +Ġra id +еÑĢ Ñħ +ìŀIJ 기 +en f +Ġcomment ed +Ġoptim ized +Ġconv icted +Ġb ats +ĠS B +ĠA ur +ĠT ong +Ġimplic it +ĠJan et +Ġre ag +ãģ ² +ĠAdv anced +Ġimp ose +ש ×Ķ +Ġschem es +oug her +ab olic +Ġê±° ì£ł +Ġslow ing +Ġwt edy +Ġdest ructive +Ġоп ÑĢед +Ġland mark +Ġëı Ī +ĠWalk ing +Ạ¹ +Ġt ijd +ĠK N +ĠQu ant +ìĺ ¤ë +Ġк ÑĢÑĥ +Ġper der +Ġno ve +änd e +Ġãģ Ĺ +b ia +Ġcust ody +Ġb iod +æĿ± 西 +Ġdirect ing +... âĢĭ +Ġre loc +Ġdemand e +ãĤĵ ãģł +Ġo ÄŁlum +Ġод на +ĠMil k +åı · +ĠK ra +ĠH onda +Ġp ue +Ġele kt +Ġbegin ners +Ġspe ar +ÃŃ nh +ĠLu ft +Ġn ig +ĠSchool s +Ġfor ums +ĠQ in +pp o +Ġz ag +ĠÐ ® +Ġtooth p +ĠSt yle +ì´ Ī +Ġpun ct +Ġrep s +ĠA ly +Ġamend ments +Ġö z +Ġdig its +ur ai +Ġcha otic +ĠMas ters +e on +ĠC ash +ĠC uz +Ġbede utet +Ġscan ning +Ġж д +н еÑĤ +Ġcertain ty +j ek +Ġdi jo +ĠCl imate +Ġr inse +Ġk rij +vel and +Ġsound track +ĠSa fe +ĠNo va +9 4 +Ġa the +ĠVer b +ol er +ìĿ´ì £ł +Ġv in +Ġrespir atory +ĠStud y +ĠC AM +Ġav ocado +ĠZ hen +Ġlat ency +Ġfe athers +Ġcont ar +Ġв еÑī +Ġf ark +Ġbl ended +Ġexpl oded +ĠX X +ĠBen im +Ġalgu ém +isto ire +Ġconfident ial +Ġm ast +Ġì ¿ +ge h +Ġdis respect +ĠSystem s +Æ° a +E d +Ġw ys +Ġex otic +Ġgl owing +ù ng +oun ge +è Ħ +ани з +Ġpal av +ĠSw ord +Ġg im +ĠC row +Ġpot ent +b ish +Ġab used +ĠJ ed +Ġg ambling +ĠS pect +Ġinvestig ators +æĻ ļ +Ġr att +Ġdo b +ĠD ES +h og +ĠоÑĤк ÑĢÑĭ +íĮ ħ +ĠденÑĮ ги +Ġíĺ ¹ +Ġë¨ ¸ë¦¬ +Ġsat uration +Ġinher ited +ĠInnov ation +ìĹ Īëįĺ +Ġtang ible +Ġdep ri +h ed +Ġпом ог +Ġslic ed +ॠį +Ġth ế +Å ¥ +6 8 +Ġcor ona +Ġgift ed +Ġso ir +Ġhum ility +ĠìĿ´ 걸 +Ġflaw s +ĠпÑĢ акÑĤи +Ġk ald +wa ż +y w +ãĤĵ ãģ§ãģĻ +ir teen +Ġcroch ets +¦¬ ê°Ģ +ĠìłĦ ìĹIJ +Ġdes e +æ¥ Ń +Ġм аг +Ġdz iaÅĤ +Ġl ég +ch anging +Ġlle v +ÅĦ sk +çĶ » +Ġ198 4 +orn s +ĠW elsh +Ġpharm aceutical +Ġpump ing +ĠSh aw +p unk +Ġva ult +Ġkin etic +Ġhur ricane +ĠInc luding +ứ c +ĠGrand pa +ans hip +é¦Ļ 港 +ĠвÑĭ Ñħод +н ож +ľ ł +ut ta +Ġê²ģ ëĭĪëĭ¤ +Ġb az +Ġпо ÑĪ +Ġpe culiar +zy Äĩ +ĠEll ie +Ġlearn s +ĠKr ishna +Ġconse cut +Ġemp ath +ĠD in +Ġtrad ed +ĠBor is +ugg age +oll a +Ġназ в +Ġetern ity +Ġв п +è mes +Ġgra pp +b é +ĠпÑĢед ÑģÑĤав +ĠF C +į ëĭĪëĭ¤ +e ven +ĠNebr aska +ortun e +Ġk arena +ĠAg ent +Ġst ing +ĠP I +Ġmunicip al +power ed +Ġconse gue +ĠMan chester +Ġrain y +Ġbl i +Ġk ost +Ġhal ten +ĠAh hh +ins ula +er ting +ĠاÙĦ Ùģ +Ġrel acion +Ġk omen +Ġd ome +Ġpri ests +ĠInt rodu +rop he +sh ore +vel t +clip se +ĠÑĢ ÑĥÑģ +×Ļ× ¡ +Ġsab emos +ĠHoll and +og i +ank i +ĠM ats +Ġsm oked +ull ie +Ġeuro pe +ĠдейÑģÑĤв иÑĤелÑĮно +Ġbard ziej +Ġtransform ing +ĠE z +op ath +Ġìĸ¸ ëĭĪ +ĠÑģÑĤ ан +ằ ng +ั à¹ī +ĠO uch +Ġclear ance +ust ain +Ġsolid arity +Ġpro ving +ĠÐĺ н +ĠÑģ ÑĬ +Ġpro long +ад но +Ġs os +ĠDe al +Ġ17 0 +m ons +Ġз ем +Ġlo gged +Ġlif elong +Ġsens ory +Ġbe hold +ĠF AR +èt ement +ĠFed eration +Ġdod ge +ĠSh ir +Ġdrag ons +ĠAr ctic +Äħ ż +Å į + º +Ġden ke +Ġpodr ÃŃa +co le +ÑĥлÑĮÑĤ аÑĤ +Ġsystem atic +ам а +ch os +Ġclin ics +ĠB S +Ġtal es +us ions +Ġí Ī¬ +Ġpres ervation +Ġl ore +ĠProt est +á» Ľ +å¸ Ĥ +Ġacknowled ged +ĠIs aiah +ĠëķĮ ëĬĶ +Ġ× ĺ +Ġcompet itor +Ġadv ancing +z ip +Ġtent h +ĠLa ure +Ġh ints +Ġexerc ising +ŀ ľë +ĠIntell igence +u ated +OU T +op ed +Ġaut onomy +Ġbrand ing +ĠMediter ranean +Ñĸ к +Ġscrew driver +Ġsu pre +Ġst ap +Ġjurisd iction +ĠSetting s +Ġfore front +ĠF emale +com fort +Ġmultiplic ation +ĠMur ray +Ġbo b +ĠT as +Ġt ahu +Ġon un +et ter +Ġproph ets +l ag +Ġreven ues +Ġpr á +Ġupload ing +Ġmach inery +asc al +ĠEst á +ĠG oth +ĠB ald +ĠS aw +Ġstri pes +ìł ij +Ġpow in +æĹ¥ æľ¬ +Ġhost ile +Ġdar um +Ġprevent ed +ожалÑĥй ÑģÑĤа +Ġalgun as +Ġhop eless +Ġz naj +Ġread ings +Ġcra ving +t at +ĠP ig +Ġli ar +çĪ ± +Ġmulti player +Ġd ale +ĠCour se +íģ ¼ +ĠK ita +Ġcustom s +Ġrespond s +end ra +è¦ ĸ +Ġmet ro +Ñģ ол +Ġmitig ate +Ġopp ression +Ġ æĪijåĢij +qu inho +Ġam mo +Ġen fer +Ġp ony +Ġ ounces +° Ķ +ĠìĪĺ ê°Ģ +Ġdich o +ĠDe b +Ġwond ers +ĠRo ose +Ġpri zes +ĠA LEX +Ġthank fully +Ġtiss ues +ĠÑĢав но +ĠL una +intell igible +ĠìĻ ¸ +ê° ij +ĠHe at +ĠÑģ ид +ĠQu i +Ġ ions +Ġaccommod ation +ä¾ ¿ +ĠK art +ien st +Ġt arde +Ġso aked +ĠCase y +Ġì´ Ŀ +ĠÑĢ Ñĥб +Ġdifferent i +Ġleft over +Ġexch anges +sec ond +Ġfirst ly +Ġbuild er +ri en +Ġd w +Ġboun cing +? < +olog ÃŃa +we alth +Ġmed itate +ĵ¤ ìĿĺ +ĠC raft +è§ī å¾Ĺ +æĻ ® +ri v +ĠAgain st +Ġcer amic +esp ère +Ġcompet ent +ĠHop kins +Ġkil os +Ġgra vel +Ġpist on +Ġfriends hips +Ġesc re +Ġvo z +ĠGes ellschaft +Ġunter stüt +Ġmu j +Ġwarning s +p os +ĠProfess ional +w szy +od le +b ands +Ġteam work +stell ung +Ġd x +åį Ĭ +Ġatt orneys +Ġweit ere +ãħĭãħĭ ãħĭ +ĠOrig inal +×Ļ× Ĺ +Ġbroadcast ing +ĠпеÑĢв Ñĭй +uch i +Ġhe ure +Ġgra bs +ĠW OR +ĠPla id +M in +Ġp az +ĠP uis +um u +it ates +Ġco ats +Ġbu en +Ġhe ir +Ġpne um +ש ר +ens er +ĠJUD GE +Ġbl onde +á¹ Ľ +Ġg ak +Ġs ık +Ġquot ed +Ġequip o +Ġw ishing +ÃŃ cia +Ġver bs +çµ Ħ +ĠCanad ians +Ġgover ning +ĠEv ans +E uro +Ġgen res +Ġunters chied +ĠBeck y +³¼ ê²ĮìļĶ +Ġe inge +ĠRa ise +ol and +ĠStr ateg +Ġer es +ĠVeter ans +Ġbreak out +Ġsant é +Ġad el +Ġinvestig ated +Ġpe ur +Ġag ile +Ġrail road +ans ka +Ġе й +Ġexp os +ator ies +ĠCont ent +Ġtruth s +ĠTra il +Ġgu a +Ġp ores +Ġwrit ings +ĠU hr +ĠThat s +Ġic ing +O C +ĠProdu ction +Ġcar ne +IS S +Ġn inguém +n on +Ġv icious +×ķ× Ķ +Ġrecon nect +Ġcent res +ĠK em +Ġcre ase +ĠìĿ´ë ¯¸ +айÑĤ еÑģÑĮ +Ġб оÑĢ +ĠHay ır +ĠÑģ Ñĥд +Ġún ica +owa ÅĤ +Ġad her +h ua +Z Z +Ġprecis o +Ġcurrent s +Ġseason ed +ĠIo T +ĠB ishop +è¨ Ī +st ed +ĠBern ard +ì¤ ĺ +æ² » +ĠGl enn +Ġktóry m +ื à¹Ī +Ġast rolog +ĠK ot +å¤ ľ +Ġparf ois +Ġfor wards +ĠW iÄĻ +ĠÎ ĺ +Ġn ano +è» į +s ub +ĠBr ill +Ġgr it +Ġc ited +g ado +Ġmel ts +Ġfor cé +âĸĪ âĸĪ +Ġb ajo +Ġdiscret ion +° ° +at ivity +Ġsitu ated +ãĥ« ãĤ¯ +Ñīе е +åľ° æĸ¹ +ĠпÑĢин ÑĨип +am az +Ġaqu arium +Ġdissol ve +ĠGod s +S uper +Ġam id +z k +Ġ ãģĦ +éł IJ +amp f +Ġhel a +' ! +Ġdevelopment al +ĠD ise +ĠÑĢабоÑĤ аеÑĤ +Ġsnaps hot +好 好 +Õ ¸ +ĠY ue +ĠH ulk +ĠDo om +ĠFel ix +Ġré f +M ale +ç· Ĭ +ph ants +EN S +ĠMe chan +ĠG olf +åĨį è¦ĭ +Ġgener osity +ät ze +Ġunlock ed +Ġ ãĤĴ +íĥ ģ +ocaly pse +Al right +Ġê° ľë +Ġ×IJ× ij׾ +ĠKeep ing +Ġcollabor ating +ch ief +ĠFern ando +Ġchef s +ĠíĶ¼ë ¶Ģ +Ġsk ipped +Ġperson n +Ġax e +che z +Ġextract ion +ĠA V +ĠGib bs +Ġí ľ +Ġs ı +I AM +V iew +ĠGR ANT +Ġëª ¸ +Ġver ification +Ġdep icted +ĠMo z +ou x +Ġt ul +Ġsc anner +Ġcomed ian +ĠVol ks +ĠJE FF +è¨Ĥ éĸ± +§ Ħ +Ġdistract ion +r á +ĠIN TER +Ġsin cer +Ġ×ŀ× ª +Ġש ׳ +Ġconstruct ive +ar f +ĠëĪ Ħë +Ġe co +r amos +Ġrenew ed +in ement +ĠU b +ĠPe pper +ì§Ģ ê°Ģ +ĠDar win +Ġmerch and +Ġv árias +è ce +N G +ĠìľĦ íķ´ìĦľ +Ġак ÑĤив +ĠUn ters +ع ÙĦ +Ġint ric +omm a +ie ving +ĠCarol ine +åĵ ģ +ĠPR ES +Ġperform er +Ġaut our +ãģ¾ãģĽ ãĤĵ +Ġutter ly +Ġsynth esis +Ġles bian +Ġretrie ve +Ġmane ira +Ġimp air +Ġment oring +ĠSoul s +ĠGo Pro +ÑĢ аÑĤÑĮ +Ġc ose +ĠSS D +I RE +Ġup front +ĠA un +Ġgam er +Ġl itt +Ġag gression +ĠLike wise +ĠBet ty +ĠD art +ĠD LC +ish ment +ìŀ¥ ìĿĦ +Ġ 对 +ç» ı +c ream +ĠBaby lon +Ġn ug +br ar +Ġa ynı +am ily +b ike +ahah aha +lo yd +Ġmir a +Ġper me +ĠG aming +Ġfirm ware +M a +Ġassist ed +at ics +Ġìķŀ ìľ¼ë¡ľ +ĠM ental +niej s +ĠI z +ow Äħ +Ġt ougher +Ġde ed +èĭ ¦ +Ġsty lish +ĠTool s +ĠH amp +Ġsun screen +Ġartic ulate +i ye +и ÑĦ +ĠSp read +ĠHA VE +Ġsw irl +Ġspons oring +ä» ĭ +iov ascular +mes i +Ġrelax ation +ĠÑģво иÑħ +Ġmar gins +Ġsa ÄŁ +ĠPr ide +ĠÏĦοÏħ ÏĤ +и ÑĨи +en ci +Do es +Ġcor pse +Ġend urance +Ġí ŀĺ +ì¹ ´ +Ġhair cut +Ġinterrupt ed +Ġwind y +ĠC aleb +Ïģ Ïĩ +ĠPour quoi +Ġhol istic +uc lear +ĠWho le +å£ « +A ct +Ġgall on +c ade +ĠReg ional +ro ads +ĠSch ne +á ng +Ġиз мен +ãĤĪ ãģŃ +Ġmen us +Ġspl itting +Ġpr iced +ĠÎ ĵ +Ġus ername +ĠÐŀ Ñĩ +Ġcomp ressed +y in +Ġguard ian +Ġgo of +Ġcheck list +Ġinter change +Ġexped ition +Ġex tern +Ġinfra red +eng o +Ġden ying +Ġpack ets +on ent +B B +ĠInc re +Ġsin i +ÃŁ er +è g +ma al +gen eration +Ġminor ities +Ġlle var +Ġnom ination +Ġcons id +Ġ×ľ× ¢ +m uÅŁ +ĠEs c +Ġnumer ator +Ġka ik +Ġktóry ch +ies en +Ġv ê +ĠUS S +ĠPri vate +Ġод но +Ġal ém +ÃŃt ulo +Ġlim b +Ġforg iven +Ġdiscl osure +ÏĦ ί +Ġning ún +Ġtherapeut ic +Ġnegoti ating +ĠN ike +ense ful +Ġin cap +Ġflag ship +t own +â Ī +ĠÏĢ ολ +Ġwol ves +Ġviol ations +ĠAr nold +Ġinterven e +Ġhe ater +Ġrecurs os +Ġma id +ê² ¼ +Ġдав айÑĤе +ĠCe lebr +Ġca pe +ĠSt y +ain en +s ite +b ij +Ġп олÑĮз +Ġfr amed +Ġpublish ers +ĠÑĩ ÑĥÑĤÑĮ +Ġtempt ation +Ġcert eza +Ġex empt +ìĬ ¹ +se lling +ĠT ask +ho on +ĠC oc +ĠPark s +Ġrepet ition +ĠÑĤ Ñĥда +Ġens l +ĠdeÄŁ iÅŁ +ĠOr lando +ĠMain ten +æŃ ¢ +oc ument +ĠH C +Ġscoot er +Ġнап иÑģ +Ġtight er +Ġte ase +Ġremo ves +Ġkij ken +ĠÑģÑĥ ÑīеÑģÑĤв +Ġth é +ĠвÑĭ глÑıд +Ġrel ieve +Ġmit ä +Ġstation ary +ö ff +p able +Ġar ter +Ġdé f +r ative +Ġcon ect +Ġsad dle +ĠD iane +Ġcomm emor +fend im +S ÃŃ +Ġíģ ´ë +Ġman ge +at te +Ġarrog ant +Ġrobot ic +Ġgi Ãł +æĺ¯ çļĦ +Ġneighbour hood +iss on +Ġдв иж +ĠR I +ĠNorm an +b rand +am ation +Ġraz or +Ġmur ders +ĠÑĤ Ñĥ +Ġwszystk im +Ġut ilities +Ġmicros cop +ê ¿ +Ġda qui +oll ar +ĠÐĶав айÑĤе +Ġann ée +Ġkilomet res +Ġhom osexual +Ġarchitect s +ãģ¡ ãģ¯ +Ġni ye +L ER +Ġmicro phones +ĠSt unden +Ġconsecut ive +iend a +v änd +D ER +Ġlif ts +ĠMe at +Ġsave z +íĸ Īëįĺ +M en +Ġdism ant +ê±°ë ¥¼ +Ġins ulation +Ġsc all +Ġsp ooky +Ġpar c +Ġball et +ĠWhats App +Ġfr anc +Ġdeliber ate +Ġíħ Į +Ġm ars +ĠZ ur +P r +dis ciplinary +Ġobs ession +м е +Ġmarch ing +ĠEmer gency +ig uous +Ġs zy +ĠL ands +Ġboard ing +ĠпоÑĩ ÑĤи +Ġenv y +Ġcompassion ate +Ġmer ci +Ġdes irable +d ale +Ġcan ım +ĠAnt ar +tem ps +Ġconfig ured +ĠComp ared +ne h +ic ating +Ġnic kel +ÙĪ ÙĤ +Ùĥ ÙĪÙĨ +op es +Ġform ulas +ĠÐķ ÑģÑĤÑĮ +Ġpo bl +ĠP J +ĠL ud +ä»Ĭ åĽŀ +ĠBr id +ĠH og +ĠBr is +J en +Ġshad ing +ĠY as +Ġdistur bed +Ġrecomm ending +Ġc é +ĠH OW +ìĹĪ ìĸ´ +Ġrevers ed +ĠInteresting ly +iox id +åħ Ń +Ġìĺ¤ ì¼ĢìĿ´ +ế u +x x +Ġou ais +ĠYouT ubers +ĠR osa +ĠH aupt +j adi +Ġvlog s +Ġcult ura +ĠLeaders hip +ĠH ep +Ġill um +´ë ıĻ +Ġcustom ized +Ġmar ca +Ġqu atro +Ġн аг +ĠSpace X +ĠE igen +ast ing +ĠolduÄŁ u +Ġfor ts +ãģ ī +r iment +ien cia +Ġten ir +ro ffen +Ġ197 9 +Ġc ie +ĠëIJĺ ê³ł +Ġes cri +ÏĮ ÏĤ +íı ¬ +uz zy +C ong +ìĿ¸ ìĿ´ +G reat +s il +é ch +ãģ¨ ãģĭ +Ġmult ic +ĠDis k +² ķ +Ġfaz la +Ġle vant +Ġab ajo +ur ry +st ru +Ġ먹 ëĬĶ +Ġaccess ory +Ġдв иг +ĠR id +20 19 +Ġdown stream +æķ ¸ +Ġk az +ut an +Ġchar coal +Ġa fect +w u +Ġcontext s +Ġfe ared +ĠìĦ ¤ +Ġhist ories +Ġf as +ens ible +Ġcoco a +ill ar +ge ons +Ġspiritual ity +ĠP ew +Ġpharm acy +Ġpass ions +Ġb os +Ġall á +Ġthri ving +ĠRe act +Ġoccup y +Ġwithdraw al +Ġallow ance +ĠFra ktion +Ġbud dies +Ġid le +Ġdissol ved +Ġpreval ent +Ġmil itar +Ġsens ing +Ġpo jaw +Ġanc ora +Ġabund ant +Ġha irst +ãģĤ ãĤĮ +Ġtw ee +Ġnäch ste +ĠMöglich keit +Ġho o +uff icient +Ġfant ast +Ġed ible +Ġëĸ¨ ìĸ´ì +ìĽ ĥ +Ġve in +uc ci +Ġdevot ion +Ġconce aler +in come +Ġrecy cled +ĠìĬ¤í ĥĢ +Ġpont os +Ġdess us +Ġvé rit +Ġreflect ions +ĠA A +Ġtake away +b are +ĠCont act +e il +ĠHe ar +Ġmir ac +ĠGer ilim +ĠÑģам Ñĭй +Ġv ivo +Ġkilogram s +ĠCr im +û t +7 8 +Ġsincere ly +ra z +Ġë³ µ +Ġarri v +Ġconcept ion +ĠPers ian +Ġsj äl +Ġst arring +ĠìķĦë ¬´ +ĠFore ver +е ÑģÑĤÑĮ +Ġve il +Ġsubt it +od ka +ĠоÑĤно ÑĪ +Ġcook s +ен Ñı +K ay +Ġni ños +ĠPh one +Ġstitch ing +Ġfinger print +é¢ ĺ +λ ά +Ġded icate +ĠL ob +Ġblack s +ĠB le +b out +ĠÄij ang +Ġe ks +Ġsqu ash +ĠK ü +od i +Ġn Æ°á»Ľc +Ġvoy age +Ġplay ful +ĠØ¥ ÙĦÙī +an ic +Ġcondem n +ĠB öyle +ĠPol ize +ãĤ¿ ãĥ¼ +Ġay uda +Ġp am +à¹Ħ à¸Ľ +ĠK athy +ед ин +нов а +Ġbr ig +eg er +Ġe agle +Ġvis ions +ĠíķŃ ìĥģ +Ġsh itty +Ġh ott +ĠBr itt +ut ors +ENT E +æĽ ² +Ġph on +ĠB ing +Ġпод деÑĢж +spr ing +æĸ ¯ +et ten +Ġpil gr +Ġed iyor +енÑĤ Ñĭ +ag gio +Ġj ul +Ġcomp rend +te il +ĠØ ² +Ġperform ers +Ġinf amous +ĠM K +ç ª +æ³ ģ +ot le +e ff +ĠH ash +Ġcow ard +ĠB RA +ĠD D +Ġcom ida +Ġpl ata +Ġfl ap +ĠMe hr +rib ution +ĠY emen +Ġmyster ies +ĠÄ° yi +Ġst ell +Ġeyel iner +Ġdel es +Ġnail ed +Ġillness es +Ġst acks +Ġtrabaj ar +fl ower +ci u +Ġcr ude +Ġsubstant ially +Ġhome m +Ġnep hew +Ġstamp s +Ġcar bs +ÑĮ ÑĤе +mo oth +Ġtun nels +ac ie +æ³ ¢ +ĠSe ñ +ĠH era +ĠìķĦëĭĪ ìĹIJìļĶ +ĠWy oming +ĠHD MI +ĠL is +u ción +Ġste er +о Ñİ +иÑĤ а +N T +Ġìĸ¼êµ ´ +Ġpal ms +Ġne on +ов аниÑı +Ġfilter ing +Ġjou er +ĠH ö +Ġне Ñģ +ê²ł ìĸ´ìļĶ +Ġ8 1 +Ġstory line +Ġprz ep +Ġthank ing +ĠBo eing +Ġsoft ly +j em +алÑĮ нÑĭÑħ +Ġflash light +Ġп Ñĥ +ĠW OMAN +ắ c +ÃŃ ch +Ġlux urious +Ġw ün +Ġimpact ful +Ġcons on +re u +ir ring +if ter +Ġconstitu ents +èIJ ½ +Ġ9 4 +ĠT ou +g om +ĠìĥĿê°ģ ìĿĦ +Ġstere otypes +Ġmoż li +åĪĨ 享 +Ĥ ¨ +Ġpencil s +ĠÑģл ож +Ġih rem +ĠBes ch +ĠK oh +ĠEnt scheid +Ġle k +Ġför s +Ġtotal mente +Ġlive ly +Ġent ropy +Ġdisc ern +ĠÐĹ Ð½Ð° +Ġdo v +Ġmyth ology +è¨ĺ å¾Ĺ +apan ese +Ġapprox imate +аÑĤ ив +if iable +ĠSe o +åĢ Ĵ +´ìĭ¬ íŀĪ +Ġìĺ · +Ġtempor al +Ġi T +Ġest at +к им +Ġspr ink +Ġgr und +Ġinfant ry +Ġsch affen +ç´ Ħ +Ġan k +ri ages +ĠYe on +ĠMor oc +Ġinv asive +ģ Ķ +Ġparent ing +ĠR is +ib ile +Ġmod s +å½ ¢ +ĠпÑĢов еÑĢ +ĠTh ing +ĠWhere ver +Ġacknowled ging +Ġpa wn +um mer +or b +6 9 +Ġretr ouve +Ġrel ies +ĠHigh way +Ġa we +ãģ§ãģĻ ãģĭ +ita ire +Ġapplic ant +Ġais le +w orm +Ġpay load +Ġcar re +ĠB ach +æł ¼ +Ġì¹ľ 구ë +ни е +Ġit ÃŃs +onna ise +s ol +èı ¯ +alg ia +Ġrock ing +Ġbest en +rit es +^ ^ +ин ой +Ġba ixo +Ġ기 ìĸµ +оÑĤ ÑĢи +s im +Ġinc arn +ëĭ¤ ìĿĮ +Ġl ick +s ided +Ġ7 1 +f order +Ġreson ance +Ġte gen +Ġmet aph +ows er +Ġ×IJ× ł×Ĺ׳×ķ +? ãĢį +Ġsp ielen +Ġvoll ey +ĶìĿ´íģ¬ ìĹħ +lo oked +Ġsent enced +Ġmultip lying +Ġide als +Ġwahr scheinlich +Ġdepos its +bil ir +Ġeff et +ill on +Īë §Į +Ġtestim on +Ġz awsze +ĠпÑĢоÑĨ еÑģÑģ +ĠL av +ä¸į éĮ¯ +Ġtrava iller +Ġla isse +ĠMount ains +ĠÑĢ об +Ġexam ined +it us +W as +л Ñĭ +Ġattrib uted +ĠìĬ ¹ +ĠBar on +Ġg ep +Ġatt ent +ĠColl ection +Ġthe at +ĠC ai +Ġwell s +Ġhuman o +çĹ ħ +ĠH ast +ĠÑħоÑĤ Ñı +cz as +Ġperm its +Ġle gg +Ġe po +ĠF en +Ġth i +ĠF oi +Ġé lect +Ġ8 3 +Ġover th +Ġ è¬Ŀè¬Ŀ +Ġten ant +è² · +N ext +Ġpra ised +sec urity +ĠImp act +为 ä»Ģä¹Ī +Ġv ouch +Ġneg ó +Ġun ve +Ġcritic ize +ĠKen ya +Ġtact ic +Ġlo gr +Ġpo is +Ġpap a +spe aks +ðŁ ij +isp ers +Ġsur plus +Ġcold er +åį Ĺ +åIJ ¬ +pl ets +ĠV ienna +ĠLe ad +Ġaer ial +ĠT ah +енÑĤ ов +ĠGree ks +C am +Ġmá xim +Ġk uin +ch io +Ġdemonst rates +an os +ĠC ert +ĠÑį н +Ġblog s +ĠìĦľ ìļ¸ +Ġbe ams +ик ов +Ġprompt ed +Ġfright ening +ĠPors che +ãģĪ ãģ¦ +lar ını +Ġch illing +is phere +Ġfl ashing +ĠK ard +b read +Ġex h +Ġty cker +Ġec ological +ĠMa e +Ġ×ŀ×IJ ×ķ×ĵ +ĠëĤ ĺëıĦ +л он +ys s +Ġper gunt +Ġpri x +izz ard +Ġcan cers +Ġ9 1 +s usp +ĠIt em +ÅŁ a +Ġp est +Ġtak Äħ +Ġl ymph +ĠPat ri +f ill +Ġrec onna +Ġoptim ism +Ġmim ic +Ġì² ľ +ĠMad ame +oc y +l ining +åijĬ 訴 +erm e +Ġfold ers +Ġcz ÅĤ +uch ar +Ġcur so +Ġbre ach +ни ÑĤÑĮ +Ġp amiÄĻ +Ġel ig +Ġaut op +F low +Ġprogram med +ĠPro cess +Ġfig ur +ĠS F +ĠE les +Ġprogram mes +Ġdiz zy +ìĭľ ê°Ħ +Ġли бо +Ġsn iff +ĠSeb astian +ĠH ye +Ġ4 000 +Ġperm ite +æ¢ Ŀ +Ġза Ñī +Ġgu it +ĠD ais +Ġaccord ance +Ġmod ular +ogene ous +æĭ į +Ġpou quinho +Ġart illery +Ġlub ric +Ġvol can +ĠN H +ðŁ ¤ +Ġde an +R h +Ġminist re +åĿ IJ +ĠIn v +ĠBul gar +ĠD aten +è İ +I m +Ġorigin ated +ĠN ixon +inte gr +Ġlack s +ĠN acht +ìĸ´ë Ĥĺ +cam era +Ġrad ish +ki ye +Ġang es +Ġpré f +j uk +ĠBe e +ĠB U +ĠвоÑģ п +ĠB T +ê mes +ĠSt ück +ĠIn k +æĪĸ èĢħ +ĠSerge ant +ĠMult ip +Ġhiç bir +ĠС ам +ĠD é +ol ph +ìĸ ¸ +Ġimp at +ĠìķĬ ê³ł +ĠÑĤак ого +ĠнавеÑĢ ное +Ġunpredict able +Ġm end +ĠìĹĨ ìĸ´ìļĶ +Ġjakie ÅĽ +Ġann i +Ġdon né +ĠK irsty +Ġrectang ular +Ġempez ar +ĠEx change +ê° Ķ +Ġé conom +ãģĵ ãĤĵ +el in +re ibt +Ġ×Ķ× ¤ +Ġc emetery +Ġespañ ol +ol in +лÑİ Ð´ +Ġgr âce +all en +ĠPh ilos +ĠEr st +Ġìĥ Ī +ĠV id +G ive +O H +μ ο +ĠP are +Ġmetabol ism +Ġma ple +Ġax le +ĠD y +Ġkomm e +Ïİ Î½ +Ġgreat ness +Ġver ified +Ġsp é +ĠFahren heit +ĠB ren +ĠConf eder +Ġhist oire +Ġelimin ating +ĠAd ding +ĠAb i +æĿ İ +Ġhospital ity +t im +Ġbon ito +Ġpart es +ĠдÑĢÑĥг иÑħ +ĠSh ay +ĠS ed +Ġreg rets +Ñı ми +Ġten ants +éĢ Ł +ĠP TS +Ġdev i +ĠL ate +ue z +Ġsö yl +ãĤ » +Ġìŀ¬ë °Į +Ġtogg le +Ġmas king +алÑĮ ного +Ġpers ön +Ġamer ican +f ik +ĠR GB +ens on +ĠK A +ww ww +ĠÑĢ ег +met ics +Ġeduc ator +ãĤ· ãĥ«ãĤ¯ +p ark +елÑĮ зÑı +ar us +ÑĢ еÑĤ +Ġfe ito +Ġcho ir +Ġlar go +Ġe ens +Ġwat ts +ĠSing le +Ġsuscept ible +ic er +Ġв клÑİÑĩ +Ġp us +íĻ ĺ +E ng +Ġfant as +Ġspecific ation +Ġconfront ed +ĠColumb us +ив еÑĤ +ar ım +Ġcaffe ine +mun ition +Ġmig rants +l ide +it ations +ĠG eme +Ạ« +Ġpl anner +Ġstim ulate +Ġapro xim +ce u +ĠN om +Ġv og +ĠÑĢ аÑģÑĤ +Ġense ñ +Ġsell ers +Ġgut en +z d +C al +Ġdescri pt +Ġrecon ciliation +z inho +á¹ĩ a +ãģĺãĤĥ ãģĤ +acy j +ĠCO L +s aw +ĠíĻķ ìĿ¸ +Ġvar it +Ġpartner ing +Ġdet ention +Ġbomb ing +c lapping +ien cies +ond u +AM E +Ġê°Ļ ìĬµëĭĪëĭ¤ +c ÃŃa +ĠпоÑģ ÑĤо +ĠAS MR +Ġhome page +Ġsi è +an tha +ĠP oll +Ġ igen +cy ch +Ġê°ij ìŀIJ기 +Ġconsider ably +ä»ĸ çļĦ +ĠAr ist +Ġwith stand +Ġqual itative +ĠK raft +ĠÑį лекÑĤ +ĠBe ad +екÑĤ ив +Ġcr ushing +ì³ IJ +Ġnav y +ÙĪ Úº +s ho +Ġo ak +ipp ers +Ġso ils +Ġpig ment +Ġev itar +ãĥ ĩ +Ġf use +ĠD ale +: " +Ġcompl ètement +Ġke l +๠Ĩ +Ġqu atre +ĠU M +Ġë§ IJë +æł ¹ +ÃŃ r +Ġle isure +ĠH ousing +Ġfold s +est ion +AR S +Ġm ash +urp ose +Ġaccum ulated +ĠSt uff +èª ŀ +Ġtap es +ĠÑģ илÑĮно +ĠLO VE +Ġ198 2 +Ġsc ars +Ġcapital ist +ĠN ed +Ġsoft en +Ġnot ably +Ġforcé ment +ĠRa um +Ġнеоб Ñħод +Ġtrad emark +Ġfert ig +Ġ? ! +æĹ ł +Ġreinfor ced +Ġre charge +ĠPut ting +Ġvill ains +Ġhand ic +Ġadvertis ement +ت ÙĬ +ĠÑģ Ñĥм +ĠR iley +×ķ× ij× +äº ¬ +O s +Ø§Ø ² +B oy +Ġsqu ish +ock et +Ġtest ify +æ¼ Ķ +Ġ×ľ× ŀ× +Ġм аÑģÑģ +man uel +ĠArk ansas +if fe +Ġanalyst s +ĠDe af +Ġj ó +Ġgrocer ies +ĠWhe el +ĠÑĢ иÑģ +Ġc òn +ĠC ob +Ġpris ons +è ve +ĠCab inet +Ġpos ed +Ġguer re +ĠL loyd +Ġcl erk +Ġcr ises +ĠSh o +ĠO re +ĠFoot ball +ĠAd vis +ĠZh eng +è į +ĠAM Y +Ġun for +Ġmon aster +Ġcomp ile +Ġimm ortal +at able +Ġpar ano +Ġt iver +ĠStep h +ĠFu ÃŁ +Ġdisc ontin +Ġr ipe +Ġhack ing +Ġs iendo +Ġsegu ro +alt res +Ġand eres +Ġë ¦¬ë +Ġexp orts +æŃ ¥ +Ġtab ii +Ġ기 ëĭ¤ë +Ġbother ing +Ġpick le +ĠBRI AN +Ġalt ar +ĠпÑĢи б +Ġtransfer ring +ĠV ors +ĠÙĩ ÙĪ +ĠZ a +ĠFr ances +Ġbrow se +em it +Ġche wing +ĠFred dy +Ġedit ors +ä lle +Ġí ĮĢ +ĠS que +ĠC ultural +aw k +ĠS ache +ĠCar bon +ắ t +F L +ĠN GO +pe ÅĤ +ĠS ou +Ġh vor +un intelligible +Ġë² ķ +Ġ ° +i in +Ġ×¢ ×Ŀ +Ġder rière +Ġczy m +ĠAp ost +Ġregard er +Ġag rade +ĠC andy +Ġma re +Ġintrodu ces +bird s +Ġuniqu ely +Ġm uk +Ġcook er +Ġcrew s +Ġje ito +ER T +¶ Ħë +n isse +Ġe f +Ġcart e +ĠY ak +ĠP AT +и но +bok ki +Ġm ates +Ġdist int +Ġì½Ķë¡ľ ëĤĺ +Ġy ıl +Ġκ άν +Ġconfigur ations +eng a +re cht +H appy +ãĤĦ ãģ£ãģ¦ +in vest +Ġreconst ruct +ĠÑįÑĤ омÑĥ +Ġmos que +ra um +Ġvoy ez +ĠN BC +ĠìŀIJ ìĭł +Ġstur dy +Ġк ап +Ġans ch +al id +Ġmas ih +ĠR EP +Ġì½ Ķë +Ġded uct +Ġsal ir +w urf +il ot +ĠM utter +old s +ĠF EMA +ĠB ib +Ġneighb oring +Ġbl iss +Ġíĺ ¼ +ли ÑģÑĮ +ĠÑĤÑĢ еб +Ġ å°±æĺ¯ +Ġgren ade +Ġe gal +Ġfin ely +Ġpet als +Ġke er +Ġch yba +Ġsk ipping +Ġth irteen +Ġgrav y +ĠS AT +6 1 +Ġн ог +Ġmin s +IT E +Ġso zial +íķĺë ©´ìĦľ +rukt ur +Ġвозм ож +Ġоп ÑıÑĤÑĮ +Ġar th +ĠCub an +Ġtre asures +Ġfertil izer +Ġawak ening +Ġë°± ìĭł +Ġr all +Ġdep ict +ĠP ablo +Ġninete en +Ġw att +Ġentire ty +K S +ĠWood s +S ch +ĠÚ© ÙĪ +ĠD ry +ãģ ŀ +u ve +Ġreconst ruction +Ġanat omy +Īë ¥¼ +Ġb aba +Ġlisten er +Ġshar pen +ĠPer u +ĠвÑĭ з +Ġrecre ation +Ġiniti ate +Ġcal or +ĠN aj +ge e +ĠFe els +ĠSnap chat +ĠT et +ĠN est +ĠD af +ĠFin ish +ĠÑĤак им +ú c +iz ens +Ġsp ins +Ġemb ry +Ġpass ages +Ġc ient +Ġjust ification +ä»ĸ 說 +Ġolm az +Ġflood ed +Ġemo ji +Ġembr acing +Ġdisc ard +ĠBas ic +ag og +ĠìľĦ íķ´ +Ġas ylum +er in +Ġf im +Ġnin ja +Ġautom ate +Ġaller gic +ÿÿ ÿÿ +am am +Ġм аÑĢ +ĠO i +ä us +Ġin duct +ĠB EN +Ġz ÅĤ +Ġkaż dy +ĠAM P +n ÄĽ +S ure +Ġqu il +Ġespe c +ro k +BS CRI +Ġlie be +p us +ach sen +Ġcr icket +ëĬ IJ +ĠFr ame +ekk ür +ar b +Ġp ÅĻ +иÑģ Ñģ +Ġzeg gen +Ġdou bles +ĠD re +t est +ins p +bo ys +Ġm ão +ĠVer se +Ġmus cular +ĠMA LE +Ġd ulu +Ġoccas ional +L o +conom ic +Ġv ak +Ġrem edy +å¤ ł +ĠâĻªâĻª âĻª +ve m +Ġön em +ĠkarÅŁ ı +ĠSh arp +h ur +Ġë°© ë²ķ +Ġgrand son +Ġakt iv +ĠTh rones +ĠìķĪ ìĹIJ +Ġto ts +Ġsub d +ĠPa ula +Ġgra ves +ĠB rent +Ġник ÑĤо +Ġsö z +Ġcre c +ĠVlad imir +çĸ « +Ġп ой +Ġ" - +Ġp sy +at ri +id an +Ġa ún +Ġstandard ized +ì¹ ĺë +Ġк ÑĢов +ĠZh u +s omething +Ġ7 50 +Ġmuj eres +Ġa it +éĹ ´ +ag u +Ġcorrect ed +ik ka +el ed +ĠCare er +ow ym +Ġroomm ate +Ġdescend ants +ĠNapole on +ĠÐĶ о +íĸĪ ìĸ´ìļĶ +Ġbun un +ĠMich a +ç· ļ +Ġdesc ob +P I +Ġpalab ra +Ġtrack ed +Ġdepend ence +ĠBar ack +åģ ĩ +Ġfert ility +ĠSouth west +Ġincom plete +Ġcomun ic +Ġcomp ris +ĠRest aur +Ġac ron +κ α +Ġapprent ices +Ġmus st +ĠA br +Ġpent ru +ĠCons ort +ĠAve c +Ġdum plings +L R +Ġwszystk ie +Ġsw amp +н ев +ugg le +Ġwater color +Ġprot on +ĠEspa ña +ock ing +ов ал +Ġtak im +V ery +Ġdement ia +ĠÅŁey i +J ac +ĠMac Book +ĠL iv +ffic ients +ĠH unt +Ġover lay +æĦŁ 覺 +ĠSky pe +p unkt +Ġconf ined +ĠAd rian +ر Ùĥ +ĠJe ep +Ġenqu anto +Ġan est +оÑĤ веÑĤ +Ġм енÑĮ +Ġirrig ation +á»ij n +Ġeight een +ĠP on +Ġresc ued +Ġ198 3 +r ü +ja e +ĠJe ong +Ġamazing ly +ĠF DP +Ġback stage +c ue +ĠÏĥÏĦη ν +ĠاÙĦØ µ +Ġlivest ock +ĠW arner +Ġmaj ors +ãĥģ ãĥ£ +Ġcooper ative +ĠBr ady +ra ined +rie b +Ġ×ij× ŀ× +Ġдов олÑĮно +ĠF E +Ġle aked +ĠMerc ury +Ġpersu ade +Ġtransform er +ĠNor weg +ĠìĹ¬ë Ł¬ +Ġzrobi Äĩ +Ġcard iovascular +ĠCr ash +Ġg ossip +а ÑģÑĤÑĮ +Ġì ª½ +Ġsw ept +ĠH orn +ĠAt é +Ġbu kan +ĠK aw +K Y +ĠSt ories +G ary +Ġgard ening +ĠQuick ly +ĠFal con +Ġov at +c ı +ĠCom plet +ĠD ate +ĠпÑĢ им +Ġlä uft +ĠAud rey +ĠW ent +Ġpel ÃŃcul +Ġcar riage +Ġun acceptable +ny mi +ĠÑģл ÑĭÑĪ +Ġter re +uell ement +EE EE +Ġpharm ac +h ões +Ġz ich +Ġmig rate +ĠF ry +ñ ana +ĠM uito +EO VER +Ġfort ress +ĠCom pan +ĠJ SON +ord nung +Ġw arto +Ġun gef +ìħĶ ìĦľ +ĠÑĢ ок +Ġpad dle +J ared +Ġsubm itting +Ġl atch +Ġf ug +Ġк оÑģ +ĠE f +Ġlaunch es +Ġf t +ote chn +Ġtrave lled +ا Ùģ +éģ ķ +Ġpro ch +Ġded im +8 3 +Ġreb ound +ĠL U +p ath +ĠÑģп ÑĢав +Ġö l +ĠíĤ ¤ +Ġpriv at +Ġtr actor +ĠAtt ention +S er +Ġcos es +á ria +p al +ĠìĿ Ģ +Ġsuccess or +Ġconnect ors +ĠÑĥÑģÑĤ анов +Ġgen ocide +Ġsufficient ly +ĠA ixò +Ġstabil ize +Ġcon gest +Ġcar ving +Ġz ost +ĠбÑĭ ÑģÑĤÑĢо +Ġshort est +Ġli vel +Ġ8 9 +éģ Ĭ +Ġer k +Ġport raits +ॠĢ +è ĺ +bo at +ll ah +AN C +Ġempir ical +ĠE cho +ĠNeder land +è¿Ļ ä¹Ī +N et +Ġcuid ado +ĠR oma +Ġc alf +Ġgi ants +ĠExpl orer +ĠColl ect +al ition +ĠDest iny +Ġaus ge +ĠE du +ĠC lo +Ġear rings +ĠTr ack +ĠR OS +ĠBe lle +çĻ ¾ +Ġpu eda +Ġday time +Ġsupp lier +ĠS V +ĠEx hale +Ġgal era +c ourse +Ġcent imeter +ĠB ast +m ud +Ġsang at +ĠPhys ical +Ġpriv ately +Ġtr ata +lyn n +ill i +Ġë© ĶìĿ´íģ¬ìĹħ +Ġcryst all +Ġpod s +ả n +in ator +ĠRec ords +å® ĺ +ÄŁim iz +isse ment +h are +h adow +ĠD K +ĠìķĮ ê³ł +Ġw yn +Ġrequest ing +ĠD onna +ĠìĹ ´ìĭ¬íŀĪ +ine a +Ġex ert +ĠDun can +Ġв еÑĩ +ĠH ah +ठĤ +ĠL if +ĠF inding +ĠNo v +Ġзн ак +Ġо ÑĦ +ĠQu è +Ġquarter back +ĠÑĦ ак +Ġbipart isan +ÄŁ in +Ġné cess +Ġrefer endum +Ġcomp iler +Ġprob abil +ед и +Ġtrad er +æĺ ĵ +ĠR um +ge me +Ġd io +ĠbÄĻdzie my +ĠÏĢ ά +ê¾ ¸ +×ķ× ĺ +Ġठķ +Ġбл аг +Ġscal p +ĠPa use +Ġcapt ion +Ġend anger +Ġen lar +Ġrot ten +ãĥĥ ãĥĪ +Ġw ah +èĤ ī +Ġd zi +ĠInst all +A y +Ġcre ar +енÑĤ а +Ġwe ighing +Ġbutter flies +ĠG ast +äº ķ +h orn +war z +IC EOVER +Ġнай ÑĤи +Ġcoe fficients +ç°¡ åĸ® +ĠSp encer +ĠH igher +Ġcow ork +å¨ ĺ +ĠкоÑĤоÑĢ ое +Ġmon it +Ġdys function +ĠÑģÑĤ анов +Ġtour naments +Ġoy ster +B N +Ġtr ud +sl ow +ĠPen ny +ĠOd ys +æ r +Ġf ou +Ġenjoy ment +аÑĤ Ñĭ +Ġwygl Äħda +алÑĮ наÑı +ĠProt ect +Ġmo y +Ġcl aw +Ġsusp icion +Ġsacrific ed +Ġgost o +B ig +Ġaggress ively +Ġvor ne +ãĥ ł +Ġbl amed +ĠSe hr +פ ר +c ito +Ġse als +Ġmu jer +ĠWe ird +Ġfore ns +Ġcontrib utes +est ra +Ġp og +L OL +Ġhacer lo +о ÑĤÑĮ +f iction +7 9 +λ ο +大 æ¦Ĥ +å£ ° +ĠÑĤ об +ĠG S +ĠCl ara +ite z +Ġadvoc ating +ĠíĶ Ħë +s ung +Ġvert ices +Ġnavig ating +Ġeurop é +çļ Ĩ +Ġslow ed +Ġfore ground +ĠIndust rial +Ġad ore +ìĭ Ń +Ġcré er +æŀ Ĺ +chn itt +Ġun aware +Ġcur ly +ent ar +Ġl er +Ġprohib ited +ĠHero es +ĠRe ed +u ca +Ġsm ok +Ġkun na +zeit ig +im men +ĠL un +Ġаб ÑģолÑİÑĤ +Ġdeg li +Ġvill agers +Ġpres et +z ept +ud s +Ġem it +ä½ł è¦ģ +Ġë ī +ëĬĶ ì§Ģ +нак о +Ġos ób +Ġ196 9 +ĠÐIJ ÑĢ +Ġman chmal +ĠBro ck +Ġmant ra +ĠW IL +b ach +in ä +el as +kel n +Ġdisci ple +Ġqual c +Ġde hyd +ìĿ´ë Ŀ¼ëĬĶ +A f +ìĦ± ìĿ´ +R yan +Ġpupp et +ĠдÑĢÑĥг ие +Ġr ud +Ġp ending +P lus +ĠìķĬ ìĿĦ +Ġb á»ĭ +ĠSe ga +ç e +Ġprogram mer +b li +Ġun l +Ġensl aved +Ġsoci été +Äģ h +Ġinherit ance +ĠBang l +erm aid +Ġpractition er +ĠSt alin +ĠUs er +ci ble +Ġcard iac +ĠKore ans +Ġdump ed +Ġ×Ķ ×Ļ×Ķ +á is +Ġhydraul ic +oubt edly +ĠP it +Ġpic nic +Ġbehö ver +ĠÑģм ог +Ġbra king +é» ij +ut ar +ĠìĦ ¸ë +ub l +Ġü z +Ġmaj esty +Ġb ers +ut able +Ġhot ter +çħ § +ÛĮ ÙĨ +Ġbi ases +Ġsubject ed +Ġnaught y +Ġcir cus +ãģĹ ãģĭ +ĠIm medi +ĠSte fan +ĠTri ple +en k +Ġw it +Ġrecy cle +em ie +d ated +Ġun load +Ġpop ula +ch in +Ġyield s +Ġeng lish +ĠBon nie +Ġsp iders +à ģ +Ġer osion +éĥ¨ åĪĨ +ĠN ICK +иÑı Ñħ +Ġimp art +Ġк ни +Ġres olutions +Ġlith ium +Ġconver gence +ĠT ara +Ġдв е +th s +ĠCind y +æĪij è¦ģ +å¹ « +ĠD IE +Ġass urance +Ġоп иÑģ +Ġbu ckets +Ġc ues +ĠQu iet +Ġsimilar ity +Ġfound ational +ĠMin ist +æ» ¿ +Ġp ian +Ġcent r +Ġnum b +Ġmon ks +uj ourd +en zie +Ġskate board +Ġd latego +ĠÑģ оÑĤ +ĠA E +Ġmaster piece +ĠSol omon +ĠRed dit +Ġr iot +ab l +ĠJ azz +Ġelectromagn etic +Ġinsec ure +ĠComp et +ger ies +об од +ł ×ķ +ðŁ Ĵ +Ġsen ators +ĠBris bane +ĠAl b +utter ing +ĠAll ow +z ero +Ġp ai +ĠÐIJ лекÑģ +ĠDis play +ĠBl ade +ĠApp s +Ġp ä +Ġд еÑģÑı +Ġque lla +ĠGa o +ен нÑĭÑħ +Ġspoil ers +Ġgall ons +ĠÙĦ ÙĬ +ĠZ ion +æľī ä¸Ģ +on ie +rag t +ĠCh and +Ġë³ ij +Ġbl unt +Ġus u +ĠK ad +ra kt +Ġcin ematic +Ġam munition +re ne +Ġfour teen +ĠC arn +c rit +Ġten ure +v u +Ġprincipal mente +Ġalle en +éĢĻ ä¸Ģ +Ġkompl ett +Ġdü ny +J ames +Ġrecept or +Ġones elf +g uru +Ġmerch ant +l iness +Ġover looked +Ġharmon ic +éķ ¿ +ies o +×ķ× ŀ +col m +ĠпÑĢо екÑĤ +ĠAd a +ا س +T im +Ġrecur ring +Ġproceed s +ĠPart icularly +ĠDown load +et rical +Ġmat rices +Ġproyect o +anc ies +ĠUh m +Ġc aves +Ġìĸ´ë ł¤ +ĠLe af +Ġоб ÑĭÑĩ +ĠìĿ´ì ľł +Euro pe +Ġt Äħ +Ġpul s +Ġtak iego +ÐĿ е +G U +Ġfor s +Ïģ γ +Ġfot os +Ġ) ) +Ġë© ¤ë +Ġaqu ilo +ĠK urd +ï¸ ı +pt ic +ĠD ort +Ġmis ery +aus o +åĬ Ł +chuck ling +ĠR idge +ĠíĸĪ ìĬµëĭĪëĭ¤ +Ġ* ** +å® ¢ +ĠHmm m +Ġge ographic +Ġany s +Ġtal vez +Ġske let +Ġsign atures +Ġlit ers +IJë ©´ +ĠÑģво его +Ġski ing +ĠÐľ оÑģ +Ġadop ting +Ġha ft +Ġsymm etric +ĠL iqu +Ġthy roid +Ġmis in +lud e +Ġh ull +ĠX D +ĠG ust +ze ich +Ġvibr ations +Ġes emp +ĠвÑģ Ñİ +ĠQu em +Ġü brig +ĠS ke +ĠLyn ch +room s +art et +f est +Ġfr üher +Ġl ure +ä¸į好 æĦıæĢĿ +ĠìķĮ ìķĦ +ĠW IN +ĠR YAN +ĠкоÑĤоÑĢ ÑĥÑİ +ĠK ash +Ġ×Ķ× ŀ +Ġsaf eg +ĠHall elujah +Ġдв ÑĥÑħ +Ġstap le +Ġsed iment +ĠAct s +Ġbl aming +Ġmain land +Ġsport ing +Ġdecor ations +Ġexecut ing +Ġpar an +ĠDoll ar +Ġproject ions +Ġcommission ed +Ġb our +ö m +Ġste amed +ĠëŃ ĺ +Ġpet rol +Ġcel ular +å¸ ¶ +ĠHung ary +Ġrent ed +Ġв аÑĢи +bb ie +Ġsé cur +ü ll +Ġsw ings +bet ween +Ġи ÑĤ +est ro +Ġnie mand +ĠìĤ ¼ +ĠP ardon +ess es +ĠM ID +Ġcentral ized +ĠAl ien +cul os +Ġcr ise +裡 éĿ¢ +Ġcl asse +beit et +i ÄŁi +Ġwh ales +Ġper imeter +Ġty ing +Ġstr ony +Ġlike wise +ĠP unch +D a +ĠBapt ist +Ġsort ing +Ġ iv +Ġíķ © +Ġre hab +Ġet a +ri ver +Ġsa i +ãģĦãģŁ ãģł +od us +ãģĬé¡ĺãģĦ ãģĹãģ¾ãģĻ +Ġess ayer +Ġtur tles +ĠHaz rat +Ġfab rics +Ġcav ity +Ġpon ieważ +Ġschle cht +Ġs alsa +ÅŁ ekkür +Ġse ating +Ġeconom ists +Ġman g +Ġsegu inte +Ġr ang +Ġrat ios +Ġconst ell +Ġlong temps +u ating +Ġspo iled +Ġrecip ients +Ġsn iper +ä¹ĭ åīį +ìĬµ ëĭĪê¹Į +Ġw p +ĠLIN KE +Ġfl are +ĠAd ri +ñ as +Ġback l +mä ÃŁ +ĠB end +Ġworkload s +ĠÑģ Ñĥп +Ġ197 5 +им ÑģÑı +ан е +Ġм он +Ġaspir ations +ĠA er +ĠговоÑĢ иÑĤÑĮ +ĠQ ian +å¦ Ī +Ġcomprom ised +Ġyol k +ла ÑģÑĤ +Ġhe men +ro ve +d ens +Ġком менÑĤ +Ġ- -- +Ġflu ores +но Ñģ +ĠLiver pool +ĠÑģоб ой +ĠZ we +Ġl umin +ĠO G +á ¸ +hol m +pro fits +S N +Ġproport ions +Ġm ica +ĠB oh +ĠAt las +Ġuns ure +Ġtour ing +Ġn ied +Ġt ÄĻ +Ġimper ative +Ġdem ek +ĠSher iff +r ance +Ġhom eland +ĠH ail +ĠG anz +y mm +M on +åĨ · +v ida +Ġdesar roll +æĬ Ģ +Ġintrig uing +ĠH ugo +Ġ ãĤĤ +é ¬ +а ÑĨ +ĠWiÄĻ c +att ed +ĠìķĦëĭĪ ê³ł +ĠV ari +á d +Ġsur real +Ġdispar ities +Ġm ó +ull en +ĠìŀĪ ëĭ¤ê³ł +Ġп ожалÑĥйÑģÑĤа +Ġma ins +Ġe ject +Ġmeth ane +Ġmarginal ized +Ġchill i +r ès +Ġy em +ä½ł æĺ¯ +ĠCh un +Ġdeb ts +Ġdownload ing +ĠAth ens +is ierung +ry n +Ġte kn +ĠQu indi +éľ Ģ +Ġtara f +Ġh é +Ġconscious ly +Ġfix es +uck le +may ın +Ġfre i +Ġsp a +Ġì§Ħ íĸī +ĠاÙĦØ ° +ĠÑĥ к +let t +Ġolm uÅŁ +Ġche esy +า à¸ģ +na ire +Ġw iden +Ġli en +Ġesca ping +igg s +ĠBl ick +c Äħ +ĠìĦ ľë +Ġ×Ķ× ¡ +Ġв пеÑĢ +oph one +ie ll +ĠSU BSCRI +Ġl ions +Ġê·¸ ê²ĥ +Ġinsp ires +Ġguarante es +Ġcome ça +ĠGrow ing +Ġneg lig +ĠFrank f +Ġge geben +ĠÄij ầu +Ġend lich +Ġì į¨ +ĠT T +ĠL ith +ÏĢ α +aster n +ĠA zer +Ġlun ar +h ic +Ġна ÑĢод +Ġnen hum +è· ij +ĠSalv ador +ĠPro gress +Ġprivile ges +ĠëıĻ ìķĪ +Ġant agon +ĠImp f +Ġdesc ub +ĠLe i +ĠìĥĪë ¡ľ +Ñĩ е +Ġdó lares +ĠMeg han +ĠW ire +to o +ay ing +us c +Ġt ud +Ġappe als +ed uc +Ġp ane +Ġj i +Ġde cks +ĠAl ter +Ġ å°± +ìĦ ¤ +åĪĨ éIJĺ +Ġproduct ions +ĠWILL IAM +Ġimpl ied +Ġfulfill ment +ĠA ah +Ġsa ja +x us +ĠÎļ αι +Ãł s +uc ch +ок о +ĠDisc ord +ĠS Y +j sk +ĠWall ace +un ction +Dan iel +Ġk öt +ij ah +Ġmarch e +Ġdis gr +Ġm ungkin +Ġal ma +³ µ +Ġextensive ly +ĠFl oren +ĠAll ison +ãĤ ± +ÙĬ Ùħ +Ġju ven +ĠRena issance +Ġfundra ising +ĠCha os +Ġpar aly +Ġnarr ator +Ġecosystem s +A sh +Ġmitig ation +ĠA ujourd +ĠIde e +! , +Ġ ½ +Ġland lord +Ġdefect s +Ġac re +uls ive +Ġalg ae +pe k +Ġem ba +ĠR oc +éĽ ¢ +ks om +ä che +Ġle uk +Ġlever aging +Ġê·¸ëłĩ ì§Ģ +ĠPal m +Ġä ven +Ġl is +ĠIn sp +ĠR ita +ĠAb b +ith m +Ġsuper vision +Ġrevis it +Ġpi ÄĻ +Ġeu h +Ġf ades +Ġmot to +åį ¡ +ез ж +ĠSh im +Ġrelev ance +Ġo o +Ġo stat +n ica +Ġcho ix +ĠFac ulty +Ġì¤ij ìĹIJ +ĠAb ove +Ġнеб олÑĮÑĪ +Ġsequ encing +Ġnutri ent +Ġconqu ered +Ġdigest ive +Ġback drop +ĠL ori +ail able +G ame +Ġneglect ed +om orph +ill ah +Ġkn e +Ġsi itä +Ġworks pace +ĠVen ice +ĠK ne +Ñī о +ħ Ģ +ĠH ass +Ġv ita +Ŀ¼ë ©´ +Ġlay s +ên cias +é rica +ĠL l +æ± Ĥ +ĠCo ca +ĠWH Y +èĪ ŀ +Ġrout ing +Ġperm issions +Ġd ings +pre nd +pro gram +Ġcro cod +br al +AAAA AAAA +ag it +ĠN ä +Ġgek ommen +at ten +Ġrefer enced +Ġpair ing +ĠPart ner +ĠCoron avirus +Ñĸ Ñģ +è½ ī +Ġ×Ķ× ĵ +Ġespec ÃŃfic +ars i +qu elle +Ġspont aneous +çĨ ± +Ġê²ĥ ìĿĦ +ĠÐŁÐ¾Ñģ ле +ĠاÙĦ د +ĠSh out +Ġн ал +Ġdisgu ise +ĠJ ord +Ġwe e +Ġmiej sc +Ġser um +Ġplais ir +Ġcred ible +Ġb Ã¥ +ĠA J +ma res +Ġrod s +Ġer an +ãģ¾ ãģĤ +Ġp ää +ĠU A +ĠUn known +ĠÙĦ Ùħ +ĠRab bi +Ġla at +Ġhairst yle +ĠØ º +éģ ĭ +Ġc ach +ĠWr iting +оÑĩ ки +ab ad +Ġstraight en +-- " +w ife +Ġhott est +Ġpun ya +ĠF ashion +gr iff +ĠQ R +ot ch +ĠÐľ ожеÑĤ +Cl oud +ĠStri ke +ĠHe in +Ġ 羣çļĦ +Ġle i +ĠFl ow +weg s +Ġha br +åīĽ åīĽ +nah me +Ì ģ +Ġple asing +op ping +Ġ구ë ıħ +Ġdr an +Ġbang s +Ġ7 9 +Ġsk et +Ġcav al +ĠMac ron +Ġweight ed +Ġm uted +Ġnuest ras +EE P +Ġmath ematic +ĠM RI +ag us +Ġtherap ies +θ ε +Ġun pl +Ġcomm encer +f ull +Ġtow els +Ġpr ue +Ġlic enses +׼ ×ķ׾ +ĠÐŁ оÑĩемÑĥ +Ġpoint less +B ye +Ġelig ibility +Ġscra pe +Ġab usive +ĠM ant +Ġje unes +t al +ĠPrin cip +ĠOrth odox +Ġmel od +ĠмаÑĤ еÑĢи +Ġprosecut or +Ġopio id +ĠÑĥ веÑĢ +ĠBe en +Ġìłij ì¢ħ +Ġd ynasty +Ġajud a +Ġent reg +Ġweigh ed +Ġe ure +ĠB em +Ġab normal +8 2 +ĠJ R +ĠA kt +ĠB ri +ú t +Ġst agn +! * +Ġwe gen +Ġle aking +ĠW ords +ĠM au +Ġv ue +ĠL iam +ани ем +Ġclin icians +ĠP ump +Ġför st +? ... +Ġautom otive +ĠOw en +zus agen +ĠH undred +Ġdecentral ized +Ġbul bs +Ġ×ľ× Ľ +Ġprovin ces +ĠMil an +8 1 +k as +Ġëĵ £ +Ġfor ça +Ġright ly +å³ ¶ +r Äħ +Ġven ues +Ġw ai +Ġpred icting +ĠWi Fi +Ġê¶ģ ê¸Ī +ر ÙĪ +Ġ×Ķ× ĸ +cent ury +Ġgrad ual +ĠProblem e +ĠìĹ ħ +Ġcop ing +ĠBr us +Ġpean uts +irts chaft +Ġз ал +ĠT roy +Ġsper m +ĠM itar +ĠTür kiye +g rand +¦ Ń +Ġ×ŀ× ¡ +Ġp ans +ĠKnow ledge +ber ly +ĠÐķ го +Ġdan ced +ĠFr ost +ĠB urg +Ġbit ing +ìłķ ìĿĦ +me al +Ġhero ic +Ġmother board +ĠL icht +ãģ£ ãģ +ll an +ай н +ĠÑĢ Ñıд +Ġ à¹Ģภ+on en +ir ie +Ar t +r ang +ν η +Ġnew born +Ġam is +Ġا ÙĪر +Ġsoph om +ĠCare ful +Ġprospect s +ens en +Ġthr ill +ĠVi á»ĩt +A dam +r ition +ent ric +ud en +Ġcertific ates +Ġas hes +èª ¿ +play ing +Ġs adece +Ġo st +Ġairpl anes +ÑĢ ок +on er +Ġmagnes ium +Ġgod damn +Ġ197 2 +ĠSch ule +Ġtem at +Ġpart out +௠Ĥ +Ġin ve +ĠScient ists +ĠHud son +win ning +ceks in +Ġcongress ional +or u +Ġro pes +в ед +Ġmad re +Ġf erry +ĠCoh en +ĠP red +Ġvag y +Ġб еÑģп +Ġmult im +Ġdrain age +Ġsim ulator +g iggles +ĠSt adium +об Ñī +Ġnot ices +Ġcraw ling +Ġgr oupe +åı ¸ +Ġkto ÅĽ +ĠY oga +Ġmed ida +ĠÑħ ваÑĤ +ĠL ite +Ġr av +or ama +Ġdisc ord +ĠDI RE +Ġte h +ĠN urs +ç² ī +Ġpitch ed +Ġbark ing +ĠC oke +wi ad +Ġpop ulated +éĻ ¤ +pe lled +Ġб ог +Ġpe wno +ĠC ube +Ġrecru ited +éĢĻ 種 +ĠC ara +ıģ ını +im ated +ĠÑĪ кол +ic ional +ĠпÑĢо ÑĦ +Ġcontam ination +Ġúlt imos +Ġfear ful +Ġele phants +us i +ĠiT unes +ĠSw ami +ê ¼ +ĠìĦ¤ë ªħ +ĠRich ards +Ġmagn ets +ĠRicht ung +ĠLeg ion +èı ľ +Ġk itty +Ġkiss ed +Ġwater ing +Ġcon o +ĠPalest ine +id ir +Ġma ze +Ġflu ids +ĠProdu cer +ĠKr sna +好 åķ¦ +la f +Ġ×IJ ×ķ +Ġm iesz +ĠX ing +oint ed +se in +ĠF uk +ĠDep ression +ĠD uty +ĠPan ther +Ġsu nd +Ġref ere +Ġexc lusion +Ġnav al +ĠWin ston +Ġsl ogan +Ġhypoth etical +Ġelev ate +ë ł¹ +Ġcabe ça +ĠGes und +m eter +ĠìķĦëĭĪë ©´ +Ġcloud y +âĢ¦ ? +ĠSch ritt +ĠJ S +ì į +ĠSpr ings +ĠB atter +· ° +Ġtail or +ĠPTS D +ĠG ent +Ġba ÄŁ +Ġspat ula +Ġcr ay +ĠLeg isl +Ġs ú +Ġle ve +า ม +Ġer ad +Ġdon g +Ġd erm +ĠBank s +ich o +åħĪ çĶŁ +ĠFr anz +ra vel +éģ Ķ +ол о +Ġfl ute +ĠE k +Ġjoy ful +Ġch ased +ĠLar ge +O ver +Ġentrepreneur ial +Ġcons iders +Ñĥ ем +op a +Ġdorm ir +ĠElement ary +Ġprzy pad +ÑĥÑģ ка +ĠоÑĩ еÑĢ +ug ene +Ġten ido +Ġlug ares +ë ¥ +ĠÑĩ аÑģÑĤ +Ġsa o +Ġbra id +ĠV ere +ĠRe ich +ĠP oss +Ġin an +w and +re f +Ġmont rer +Ġ198 1 +çķ ª +as ında +Ġch rome +ĠTr inity +Ġexplo itation +ĠS ense +ĠC MS +ĠNo ble +ĠìĦł íĥĿ +Ġswe lling +elect ronic +] ? +Ġbr ushing +Ġliquid ity +ĠH ook +ĠCon nor +ĠAl um +Ġgu cken +su ite +Ġwie le +Ġbarrel s +ĠReg el +ĠM ent +ĠT rip +ĠBr ush +ĠE rik +ur ate +ÉĻ r +ĠC yr +ou ble +ĠBe cca +Ġpass words +Å ± +bor g +Ġv endo +ĠCla us +ĠF az +ind est +Ġdece ased +Ġcompar isons +ĠL CD +ĠP ork +Ġevent ual +Ġpat reon +Ġin ability +Ġext inction +Ġì¢ĭìķĦ íķĺëĬĶ +ĠÑģ оÑģ +aj u +Ġ×ij× IJ× +Ġso fort +Ġdest ined +ĠR in +Ġmouth s +ĠNat ürlich +Ġpres erving +Ġlim p +é» ¨ +oc used +ин г +Ġexp osing +ĠÎ ¾ +ë į +la ugh +Ġhis s +ãģł ãģĭãĤī +Ġind ie +Ġdet al +ÑĢав ÑģÑĤв +Ġtr ên +æķ ° +Ġog ni +Ġsimple mente +Ġ197 8 +Ġgo o +Ġ196 7 +Ġgen ug +h ö +Ġhist ó +å® Ł +Ġlob ster +c endo +Ġte il +Ġalle vi +00 00 +OL D +Ġpes os +Ġbon uses +Ġam i +Ġrev ival +ĠHor se +Ġs ack +T alk +Ġmul her +ĠпоÑģÑĤо Ñıн +ĠH ood +H uh +Ġë¶ ģ +Ġhy ung +ĠMe eting +Ġimport a +Ġì°¾ ìķĦ +ĠV ern +Ġstri pped +Ġref uses +Ġqual ifications +op l +Ģë ıĦ +ix ÃŃ +Ġdi ab +it ime +fl ows +Ġin ac +ĠG ong +Ġmeaning less +Ġcourage ous +Ġmicro bi +az y +h ist +Ġvolunte ering +V IE +Ġviol ated +Ġsymp athy +ĠEd it +好 åĥı +elect ric +produ ct +Ġpand emia +Ġgeomet ric +ĠCon vers +g re +Ġgl ut +ist ed +ĠاÙĦ Ùĥ +ĠCh ain +ĠPres ent +ĠY in +ĠÑģ ог +ĠV log +Ġìĸ´ë ¨¸ +Ġdon n +Ġh itch +uck ing +ãģĬ ãģĦ +w ald +ris k +Ġhar i +ĠK ens +ĠId ol +Ġвним ание +Ġtod d +Ġsm ashed +Ġinv ari +Ġкон ÑĤÑĢ +Ġaut istic +ìŀ¥ ëĭĺ +R es +д Ñĭ +ch au +Ġsel v +Ġhät ten +ठ¿ +Ġexpect s +Ïģ η +Ġaç ık +ĠHT TP +le ÅŁ +Ġswe eping +ĠBet a +Ġcounterpart s +ab ile +ĠSim s +C s +Ġrep ar +s qu +Ġprovin cial +Ġshare holders +Ġrun ter +Ġged acht +ĠTe en +Ġgrand s +çĶ ¢ +ag les +Ġrock y +ven s +Ġr ivals +un al +Ġreact s +ë © +Ġmerc ury +ĠLu igi +Ġо г +ĠJ UST +Ġl od +Ġcort ex +w ig +Ġl akh +ì¤ij ìĹIJ +ĠV ic +ĠM und +Ġma pped +ĠD ell +ĠD ruck +Ġlif es +алÑĮ ное +ivid ual +ad ım +Ġat rav +ĠFl ug +ĠKle in +ê±° ìķ¼ +ห à¸Ļ +Ġapp li +ா ? +ü yorum +ĠинÑĤеÑĢеÑģ но +Ġdis infect +> - +Ġchamp agne +Ġk la +op ers +Tr ans +ĠDes ert +Ġcultiv ate +ĠFuck ing +idel ity +ĠÑĤ ан +Ġinc ub +Ġtem u +Ġlearn er +found er +ĠSy l +ãĤ Ģ +Ġf ato +z ier +ĠìĹĨ ìĿ´ +ĠìĪ ¨ +Ġpsych o +ĠÑĤел еÑĦ +Ġregard e +Ġrepresent ations +Ġlit igation +Ġsp ann +ult s +b ior +è¦ĭ ãģ¦ +ä¸į å¤ļ +ĠSur vey +ĠLED s +Ġtr ä +Ġl ên +Ġant ioxid +еÑĢ ом +Ġindu ction +Ġfool ed +ät zlich +ĠговоÑĢ ÑıÑĤ +ĠF act +umb ai +Ġw iggle +NO UN +Ġdévelop p +ĠCl aro +Ġì ¸ +ë ¬ +ãģªãĤĵ ãģł +Ġaccum ulate +Ġmaint ains +ë Ħ +ĠFight er +íĨ ł +Ġmat in +Ġcoup on +Ġst unt +Ġdeb uted +å¾ħ ãģ£ãģ¦ +Ġpra g +ив аем +7 3 +Ġexp res +Ġìĺ¤ë ¹ł +ĠпеÑĢ Ñģон +Ġcalcul us +Ġab rupt +ĠInspect or +our t +æĸ Ļ +ź niej +int ense +B a +Ġl ounge +Ġast hma +ĠHi ç +ª » +Ġeditor ial +Ġse ize +Ġk ır +Ġm ouve +Ġtier ra +Ġtestoster one +Ġr h +ĠKing ston +EL LE +ĠRepresent ative +Ġ197 4 +Ġi ba +T s +Ġsort a +Ġ( ?) +Ġت ÙĪ +ĠëĤ´ë ł¤ +Ġbek ommt +Ġspirit ually +Ġdist orted +M ad +Ġre im +á nh +ĠOtt oman +ĠRel ig +ĠEl s +Ġret ained +ĠLa ughs +æĢ » +ĠS AS +ĠколиÑĩе ÑģÑĤво +×ķת ר +Ġinnov ate +Ġk ork +ĠÑĢаÑģÑģк азÑĭв +ond ere +iv i +ay e +ount y +ĠполÑĥÑĩ аеÑĤÑģÑı +Ġbun s +åħ « +Ġyüz den +Ġsur geries +Ø£ ÙĨ +Ġbankrupt cy +w elt +Ġsi amo +Ġdark est +ĠH ann +gg a +Ġform as +ĠD j +n amed +Ġshield s +ue ller +ĠF ew +Ġl ace +Ġfur ious +ĠY U +Ġsociet al +Ġjudge ment +ĠD os +Ġj ab +law s +Ġrein vent +ĠK atherine +ĠCh oi +ad ows +Ġr ans +od en +ĠMid west +n ın +Ġdep ort +ĠD ip +ç´ ħ +Ġaten ción +ĠCourt ney +ivid ad +ĠÚ© Ûģ +Ġeffic acy +ĠBrook s +Ġrefer ral +Ġкон ÑĨ +Ġmal icious +Ġk ir +ĠGod dess +Ġfun ky +Ġinter im +ĠK örper +Ġìĸ¼ë § +k ur +Ġк ли +Ġtruc s +ges etz +Ġz ug +ĠGl ück +ĠMin ute +Ġprest igious +Ġnie z +Ġconcent rations +ла ÑģÑĤи +ĠS is +ĠVit amin +ko v +ĠP BS +Ġне е +Ġretail ers +Ġcon ventions +ĠSam antha +Ġproud ly +J ordan +ĠJ ASON +at k +Ġtr iste +Ġst är +Ġreiter ate +Ġpos terior +Ġ197 3 +ĠP ine +ĠJul iet +Ġped ir +k il +Ġover lapping +Ġexclud e +Ġecon óm +Ġaccept s +ĠS ter +æ± º +Ġìļ ´ëıĻ +est ab +Ġt ug +ar g +Ġliv ro +Ø§Ø µ +Ġse ams +Ġbur aya +Ġe llo +ĠT M +ĠP aw +ĠInd ex +Ex c +Ġinspir ational +Ġd unk +è° ģ +ak ter +Ġcondition er +ĠSal ut +ÅĤ ec +Ġìī ½ +ĠÑĥз на +ĠRome o +f ruit +ĠY O +Ġchá» ī +б Ñĥ +b ons +Ġreprodu ctive +Ġor ada +Ġíļ ¨ +Ġtent ar +Ġma ñana +ãĤ ¬ +Ġsol vent +Jess ica +ĠLeg al +Ġtu a +Ġs ic +ĠE Q +au kee +ìĭľ ëĭ¤ +ĠÅŀ u +Ġad here +ĠT ul +Ġà® Ĩ +Ġtext books +ĠFif th +Ġexper i +Ġch ic +Ġhe ap +in ely +at ra +T wo +Ġhele maal +Ġf ren +æİ ¨ +Ġbis her +Ø§Ø ´ +ĠìĦł ìĥĿ +ĠT ages +Ġs á»± +Ġbull ied +Ø ¤ +Ġbenef ited +ĠPre viously +ĠÑį ÑĦÑĦ +Ù į +Ġsen ate +ĠM orm +ij ke +ĠF lu +Ġincorpor ating +j ack +Ġп иÑĤ +Ġimp ly +Ġha cks +ĠR ICH +Ġк ваÑĢ +ĠпÑĢек ÑĢаÑģ +Ġdepend ency +Ġìļ © +Ġì± ħ +Ġwäh rend +Ġsu lla +ĠPitts burgh +Ġesemp io +¼ë ¡ľ +pr ot +ĠR osen +ĠIndepend ence +Ġpars ley +ie gen +Ġha w +Ġaqu ell +ĠC AP +ĠÑĢабоÑĤ аÑĤÑĮ +ĠCl iff +ion ar +Ġsec uring +æĪijåĢij çļĦ +ν ε +Ġutil is +Ġcou le +ĠP ing +Ġtre k +Ġf ak +Ġenorm e +Ġìĭ « +è® © +Ġdoub ling +ĠнÑĢав иÑĤÑģÑı +Ġh ed +ho ven +ĠStand ing +Ġm ÃŃn +ĠJ imin +Ġmon arch +Ġco ke +Ġm r +Ġcl ic +à į +Ġimpe achment +Ġdur ability +Ġvar ios +Ġcommercial s +Ġgreet ings +ĠR i +ĠApp reci +ìŀĪ ëĬĶ +Ġrés ult +ér t +Ġsal ute +Ġpoder ia +Ġsun rise +ve ck +Ġreluct ant +Ġcommission er +å¿ µ +â te +ĠKen ny +ĠSir i +ãĥĥ ãĥĹ +ĠëĬ ĺ +ĠE E +Ġun ch +к он +ĠاÙĦØ ¥ +Ġbel ts +Ġhas s +Ġмо Ñı +Ġdispl aced +Ġab ra +ÎŃ Î» +Ġscratch es +Ġcom et +Ġauthor ization +ĠL LC +Ġprodu k +Ġrehabil itation +å ŀ +Ñĸ Ñĩ +ud ing +ol it +Ġ10 5 +Ġexp ands +Ġalt ri +ĠKom ment +Ġan f +P l +ĠM ana +f ed +Ġb ri +Ġor a +G s +ĠG ur +uck land +Ġjun ction +Ġiron ic +ĠFe ed +Ġpra kt +ĠHam mer +Įë ıĦ +ĠTr acy +çµ ± +ĠAs ide +н его +ĠиÑģполÑĮз оваÑĤÑĮ +Ġz aj +Ġequ itable +Ġcur b +Ġãģĵ ãĤĮ +Ġderiv atives +Ġpupp ies +ĠKenn eth +ĠCom pl +ig ram +ĠGar cia +) " +ĠHar bor +est ial +Ġ ä¾Ĩ +Ġ ers +æ ¹ +Ġunw anted +Ġbel ang +аР³Ð¾ +em b +d os +ĠìĻ ľë +ĠBud get +Ġbatt ling +ØŃ Øª +k ok +наÑĩ ала +Ġpl ag +Ġcant idad +Ġgrup os +Ġplug ins +ler ini +Ġиме еÑĤ +Ġso zusagen +ol ics +Ġpue blo +Ġrem inis +r än +ĠMor rison +Ġl inha +Ġbreath s +ĠT aste +Ġenf rent +ĠDo cker +Ġд ен +Ġethnic ity +Ġw ob +Ġsuff ers +Ġtransition ing +ĠR ange +ÄĻd zy +Ġк аÑĤ +Ġsy ner +Ġdon ut +Ġprob abilities +ĠO mar +Wh ich +u ish +is in +Ġdem os +ĠìłĢ 기 +Ġëĺij ê°Ļ +Ġед ин +Ġc erve +Ġj oka +I AN +Ġkilomet er +Ġhorizont ally +ĠBh ag +Ġ- > +ĠMon itor +Ġknowledge able +Ġf av +Ġpin ned +Ġe Bay +ick er +Ġìŀłê¹ IJë§Į +ĠXia omi +Ġcap it +Ġn p +Ġ196 5 +ho e +Ġn ok +ĠS age +Ġн елÑĮзÑı +ĠT ow +g am +Ġdic en +ĠSUBSCRI BE +Ġrebo ot +Ġp aj +Ġë³´ìĹ ¬ë +Ġth icken +ĠRe ality +id än +N a +Ġê²ĥ ìĿĢ +!! ) +Ġrout ines +Ġод ного +Ġex ting +Ġì¦ Ŀ +Ġsulf ur +Ġcar ve +Ġastero id +ĠWarri or +Ġphotograph ers +Ġpe ll +Ġcros sover +æĪij çŁ¥éģĵ +Ġhace mos +ĠNe j +Ġsett ling +Ġir m +ĠBook s +ient ôt +Ġesp acio +ĠSchol ars +Ġdo omed +ĠIR S +w ohl +Ġseg ue +ĠëĪĦ ê°Ģ +Ġpr atic +B T +ĠConsider ing +ĠBuff alo +Ġtrain ings +Ġge bru +ĠG leich +Ġpir ates +Ġen velop +Ġre open +im at +Ġte e +Ġsu ed +fe h +Ġ×Ķ× § +Ġdi ets +Ġjunt os +ast o +Ġmisunder stood +Ġru im +Ġclass ify +ĠпÑĢод Ñĥк +Ġin se +Ġillust rated +Ġcorros ion +Ġacc red +ĠAunt ie +ĠпÑĢив еÑĤ +ĠLI VE +Ġre k +Ġrece ipt +åĪ° åºķ +ĠBar bie +ĠSn ake +t urn +Je ff +ãģĬ ãģĬ +ķ Ħ +VO ICEOVER +co ll +Ġrun ners +ìł ľë +os os +mo on +Ġkey note +ĠInst it +S PEAK +Ġplug s +Ġcur v +ĠY uri +ĠTh eres +ĠP s +Ġμ ÏĢο +Ġconver ter +Ġref ine +Ġbad ass +Ġο ι +Ġreg en +az zi +ÙĬ Ùģ +Ġse ized +Ġiç er +ile e +Ġup stream +Ġbud s +Ġp im +Ġíķĺë £¨ +Ġall uded +Ġthem ed +Ġconsist ing +Ġb ons +un uz +ĠпÑĢов од +ĠLove ly +ॠĭ +Ġpar ach +ĠSta ats +éļ Ĭ +Ġselect ive +Ġf ase +ĠGeor get +Ġcoc aine +Ġreprodu ction +ĠL ara +ĠL D +Ġg h +J on +Ġl Ã¥ +Ġëij IJë +Ġtyp ed +ĠB ana +ë ĵľë +Ġsav ory +ĠZ omb +stand en +Ġpedest rian +Ġdifférent s +Ġìĭ ¸ +èī ¯ +Ġcompl ained +ç¦ ı +ĠÐļ ÑĤо +Ġ×ľ× ¤ +ali ÅĽmy +Ġmort ar +Ġverd ict +Ġsu ficiente +ĠMill ion +mitt el +in als +ĠاÙĦØ ® +аÑİ ÑģÑĮ +Ġmi ÄĻdzy +ĠO le +Ġin vert +czy Äĩ +озм ожно +star ter +Ġaud itor +ĠSc out +ch ien +ĠSver ige +uff led +Ġze hn +ĠA uckland +Ġarg ent +Ġ197 6 +ĠHo e +Ġboth ers +Ġsocial ist +Ġpl iers +Ġemer gen +ĠX P +еÑĢ ов +M ore +ĠLe vi +ĠAnd ers +ibil idad +ĠP arents +Ġindu ced +ìĸ´ì ¤ +Ġbal ances +ĠвÑĭ ÑĪ +Ġsubmar ine +St art +Ġdri es +Ġvol ver +Ġtick ing +c ott +Ġf aj +pr és +ĠS abb +Ġза Ñĩ +Ġпок Ñĥп +Ġbapt ized +ĠBrill iant +ĠÐij ог +Ġm ots +b its +Ġlatt ice +æĪij è·Łä½ł +Ġcor iander +Ġresid ency +yn c +Ġpier wszy +ĠKn ock +ĠZ ap +ĠÐķ в +ê² ¬ +å°ı å¿ĥ +Ġune ven +ĠJ as +od or +ç¿ Ĵ +7 4 +ĠS ite +Ġacontece u +ym pt +Ġtril ogy +Ġlan tern +ĠZ ucker +v ari +we lling +ĠPot ato +gom ery +Ġreact ed +ĠChr on +Ġj ede +be eld +Ġtw ent +Ġl act +æ¨ Ĥ +Ġré se +Ġrel ent +Ġfurn ace +Ġwid get +Ġearthqu akes +ĠAd just +il it +ĠØ£ ÙĪ +Ġhear ings +Ġdefend ant +irs iniz +Ġbas k +c ja +ľ ¨ +Ġrif les +Ġinst al +ĠFor give +p ical +ĠÐŀÑĩ енÑĮ +Ġpet ites +Ġh p +Ġren owned +ĠIn n +Ġ주 ìĦ¸ìļĶ +Ġemphas ized +éĹ® é¢ĺ +ĠìŀĪ ì£ł +Ġê²ĥ ìľ¼ë¡ľ +ãĤ Ĩ +Å ĵ +g ili +D ave +Ġexha usting +ÅĤ ug +Ġsch ema +μ ά +cy cl +Ġaut ant +Ġpar cel +Ġmater ia +ĠB erry +ĠÑģ ами +Ġextract ed +ĠSay ing +ism atic +Ġпоп ÑĢоб +Ġneur on +g raph +ľë ©´ +Ġencl osure +ĠJoh ann +Ġafter math +ÑĤ об +Ġu ży +Ġs amp +3 60 +ĠMe i +Ġt aco +Ġrecept ors +Ġpunch es +ĠHo je +ĠÙĩ ÙĨا +=" # +ĠAng ular +Ġmus ique +Ġro l +Ġà ± +ster reich +Ġcl am +ĠTre asury +chem ical +Ġap ar +Ġapp end +Ġforb id +ĠHamb urg +ак ов +Ġê¸ Ī +ild a +Ġprepar ations +Ġmog Äħ +Ġcam ino +E ric +ĠBl ind +èĪ ĩ +å¹´ çļĦ +ĠDis covery +ì¸ ł +çĪ ¶ +Ġinterpre ter +Ġb red +ĠPsal m +Ġdef ended +ìī ¬ +ĠEr fahr +ĠPe ach +Ġmo ons +ĠO st +Ġspé cial +Ġarri ver +ĠW is +u ci +Ġrobot ics +I VE +Ġsie ge +ar la +Ġsepar ates +ĠT C +íı ° +quis ite +Ġparenth eses +ик е +ç« Ļ +Ġtr ous +å» º +ĠÑģ илÑĮ +Ġbe ers +Ġпл аÑĤ +ãģĻãģĶ ãģĦ +Ġso la +Ġd ès +ming ham +ik te +Ġo ops +Ġtw itch +å° ĩ +Ï Ī +ĠShould n +uv re +Ġle er +cript ions +Ġeyes hadow +ĠGu o +ĠPow ell +Ġsup uesto +Ġan a +r als +ĠMont real +Ġsurf ing +ĠÐŁÐµÑĢ в +×ŀ ×ķ +Ġmillise conds +Ġsubur bs +Ġplanet a +ÑĥÑĪ ка +hr lich +ĠH Y +Ġس ÛĴ +ĠM M +ĠE ff +åı¯ æĦĽ +ĠH S +ans on +Ġì§ģ ìłij +Ġsu o +Ġdeploy ing +Ġk unt +ter ing +Ġere ct +ìŀ¥ ìĿ´ +ĠìĿĮ ìĭĿ +Ġspec imen +! ... +æĪij 說 +Ġlig ne +Ġk onst +ade qu +Ġìĥģ íĥľ +Ġaccess ed +ĠP ole +k ill +Ġë² Ħë +Ġauthentic ity +Ġapp elle +ull e +Ġrev ision +Ġgo ats +г ли +Ġp au +ĠR anger +ĠIm ag +aut hor +Ġe ve +ĠMess enger +Ġn ay +Ġwh oles +ät te +Ġon wards +ĠDep ois +Ġíijľ íĺĦ +ĠSAR S +Ġwszystk ich +Ġdest ru +umb ing +Ġcompat ibility +Ġmis information +od ore +ĠF avor +ek o +ı Į +w aukee +ĠTe aching +ĠK O +Ġbet ting +Ġquest s +Ġviv re +ĠмÑĥз Ñĭ +Ġs aga +Ġswe ll +Ġge he +æĢİ麼 樣 +ĠоÑĢг аниз +Ġg ide +ĠG ross +Ġdale j +Ġcl aws +á»Ļ c +Ġprejud ice +Ġins ign +i hood +Ġpl ed +Ġdó nde +ĠPolit ical +Ġprem ises +und ert +ع ت +on nen +Ġespa ço +Ġf é +ĠHarr ison +ĠC ensus +Ġcard io +Ġdi y +Ġmil ieu +Ġjourn ée +ĠRe lease +N IE +ĠM uk +id ée +á»į i +Ġiç inde +ŀ Ļ +Ġreson ate +Ġm oles +ĠF lying +ĠGl oria +ĠPast or +ĠAre na +好 ä¸į好 +N ON +ол ов +Ġall ÃŃ +om at +ìĸ´ë ıĦ +Ġcaracter ÃŃst +Ġdecl ining +Ñĸ Ñı +an co +ĠIn form +Ġbarg ain +Ġbus hes +ĠNat urally +Ġre chts +ĠT ensor +ĠPat ricia +Ġprincip io +ĠM umbai +Ġwom b +Ġnost ra +Ġdile mma +Ġirgendw ann +Ġ196 4 +Ġenerg ÃŃa +Ġна ÑĢ +Ġseg regation +ĠA thlet +Ġ» , +Ġy eni +ĠSe it +Ġven om +Ġdak ika +Ġëı Įë +ĠÃī l +Ġf us +ĠM og +¦½ ëĭĪëĭ¤ +Ġrem ar +ĠTed dy +Ġbreast s +ic ans +æĶ¶ çľĭ +k ap +Ġh Æ¡n +ĠJ P +ãĥ³ ãĤ¿ +Ġresur rect +ĠìĿ ¸ë +her ical +Ġfot ograf +ĠJos é +Ġlivel ihood +Ġbib li +ter i +Ġvor stellen +ĠA AA +Ġassess ing +Y A +Ġspl end +Ġexca v +Ġbapt ism +y ll +w ow +M ac +Ġpl astics +teok bokki +Ġintéress ant +Ġcommand ed +Ġfamous ly +ĠÐĺ ли +ĠMan uel +Ġsouth west +Ġde formation +ÃŃcul o +ĠнаÑħод иÑĤÑģÑı +ĠP atter +d egree +ĠczÄĻ sto +" - +Ġìħ ĭ +Ġman ger +ĠTrust ee +Ģë ¦¬ +Ġpunt os +iv able +Ġvol atile +ĠëĬ IJ +Ġinst ability +Ġc iel +ci Äħ +Ġpur ity +но ÑģÑĤ +S il +ed ar +åĻ ¨ +NOUN CER +Ġspe lled +G ER +Ġsanct uary +Ġacceler ating +Ġsc out +ĠпÑĢ ев +f ahren +ãģĵ ãģ¡ãĤī +ĠëĤĺìĺ ¨ +Ġpocz Äħt +ĠMe u +ka ar +³´ ê³ł +ak ra +D own +ĠÃĦ r +ĠEl ite +Ġall ons +Ġmay onnaise +ĠS ustain +prising ly +Ġsuper vis +Ġê·¸ëłĩ ì£ł +Ġunemploy ed +Ġfresh ly +Ġ×ŀ× ¢ +ĠD h +Ġtack ling +Ġo gr +Ġì´ Īë +ãĤĪ ãĤį +Ġlo ft +ar ah +ĠA irl +ĠD ir +ĠÐľ ожно +Ġbook ing +ĠC RA +Ġhtt ps +Ġcho ke +Ġg own +Ġno ite +Ġz ac +ist ol +Ġsec re +Ġresemb les +Ġcu ad +ìĤ¬ ê°Ģ +sh ow +Ġbl anc +Ġag u +ĠPr int +ast ed +ĠWe ather +i pl +Ġobsc ure +Ġcont e +ough s +) ; +ĠD ame +ä¸Ģ 缴 +Ġclar ification +Ġintim acy +Ġup hold +ĠMir ror +Ġw agon +x ide +Ġcl og +app er +ĠImmedi ately +ú de +Ġtouch down +Ġro oft +аÑĪ а +Ġç ıkt +Ġla isser +ĠUn real +ens itive +Ġ12 3 +Ġpl aster +Ġduck s +Ġet me +Ġb ishop +bre vi +Ġb ic +ä¸ĭ åİ» +Ġrun time +Ġamb itions +м аÑĤ +ĠWe in +ĠMar i +ĠíĬ ¸ë +Ġresol ver +Ġng Ãły +ĠR ise +ãĤĪãģĨ ãģ« +ĠCr us +Ġmerchand ise +Ġel i +Ġstate wide +Ġow l +éģ ł +æĶ ¹ +Ġtwist ing +Ġcontam inated +ĠCom merce +hy thm +Ġà Ī +Ġìĭ ¤ë +Ġmus ste +u ir +Ġsum s +ĠSome where +ãĥ İ +Ġk ami +Ġa ired +ĠAND REW +Ġê º +Ġv iendo +Ġantib ody +Ġabsol ument +Ġprotest ers +ĠQué bec +st adt +Sha un +Ġcham bers +ĠWe ar +ĠEffect s +Ġhaz ards +Ġne i +Ġcoraz ón +Ġá ¼ +ĠS G +Ķ © +ĠìĹŃ ìĭľ +Ġcom fy +ĠC ody +Ġpens ando +Ġg anska +ĠAc ross +öll ig +aby te +Ġwed ge +Ġkal ian +Ġsig ue +end es +ĠGro ÃŁ +Ġutil iser +Ġfl own +ани Ñİ +Ġle var +rest rial +Ġillust rations +Ġas lında +BLE EP +Ġдо ÑģÑĤ +Ġtur ret +Ġsuit case +ziÄĻ ki +Ġsket ches +Ġac red +ĠRe i +Ġt sun +ĠS ag +Ġthird s +ĠKIR BY +ra i +Ġhuman os +Ġrecomm ends +Ġextraordin arily +Ġcommence ment +K N +ope z +Ġ×ij× © +Ġlet hal +ĠEst amos +Ġinspect or +ĠSe ok +e un +Ġoff shore +Ġget tin +ye ars +ĠSil ence +ĠNat ur +up un +Ġtr zy +Ġno get +Ġhamb urger +ĠPra ise +é nd +Ġ197 1 +yl ie +k rit +ĠìĥĿê°ģ ìĿ´ +çļ ® +Ġmoment os +Ġest é +Ġdisse min +Ġgig s +Ġdes af +Ġav is +ĠZ oo +ĠìķĬ ìĿĢ +h äng +åı ¥ +h ake +ĠB ism +Ġre think +ĠMal colm +Ġident ifies +l ower +ix el +Ġtv Ã¥ +k ed +ier z +Ġö ffentlich +Ġproc laim +so on +l ol +Ġlo i +Ġb itten +ro llo +Ġser mon +Ġes qu +Ġjack ets +Ġgr áfic +Ġпок азÑĭв +Ġcabe za +ch odzi +Ġpel vis +Ġnost algia +Ġbre w +Ġshort cuts +ĠAd emás +Ġsuperfic ial +åħ© åĢĭ +Ġbo ca +ĠæĪij æĺ¯ +iment os +åĽł 为 +Ġspr outs +é£ Ľ +ĠJon as +ĠFloren ce +st atic +da ughter +* ) +ÅĤ by +f ashion +ĠG inger +Ġë§ ¤ë +Ġhust le +ut os +ĠÑĤ Ñıж +ĠL ös +ש ×Ļ×Ŀ +any ch +tu ber +Ġtid y +Ġfront al +Ġwhis key +Ġhum id +ĠÎ Ł +Ġr idge +Ġmar in +Ġb ientôt +ĠCarr ie +ch w +Ġtah un +ĠEr geb +F R +Ġìłķ ë¶Ģ +ĠSold ier +Ġenlight enment +Ġexam ining +ĠNot re +Ġer am +ĠSun ny +Ġlay ered +ĠD azu +r ades +好 åIJĥ +ĠнаÑĪ ей +Ġtim ber +Ġman ners +ĠBir mingham +Ġmini ature +omet ers +Ġfill er +ĠR ip +ĠK omb +own er +ì ¿ +id ian +Ġdem ás +ĠÙĪ ت +Ġpreca utions +Ġgovern o +z elf +ĠCom plete +å¸ ĥ +ĠPh antom +ãģ¾ ãģļ +Ġн ез +ĠкаÑĢ ÑĤ +ĠAnt wort +ĠPf izer +ĠFran co +Ġw ÅĤ +Ġfr ig +es per +Ġk ale +Ġfilm maker +Ġk urt +Ġinv alid +å± Ģ +are lla +Äĥ ng +ram ento +Ġnutr itional +Ġdict ators +Ġaf in +Ġf uzzy +ĠG ina +ó t +ĠExtrem adura +Ġdemonst rations +ĠMont gomery +íķ´ì Ħ¤ +ĠGand hi +ãĥ Ŀ +ç½ ® +Ġreun ion +Ġjaki ÅĽ +ĠZ ug +OU GH +l ifting +Ġ ಠ+á¹Ľ á¹£ +e b +ĠW OW +ĠSh iva +omet ry +Ġwild ly +Ġt ended +Ġmeg ap +ì² ĺ +Ġna use +Ġg erek +ãĥ ĭ +ĠMar cel +Ġn este +Ø® ر +Ġfe h +åĨ ħ +susp enseful +ĠWrest le +ĠPalestin ians +ĠG ORD +iy et +ĠÑĢ ади +Ġvers uchen +Ġtrans istor +ĠÐŁÑĢ оÑģÑĤо +Ġпон ÑĢав +Ġrhy me +ĠVerm ont +pl atz +è® ° +ĠÄ°ÅŁ te +ĠH ag +ĠÐĺ м +ĠÑĢаÑģÑģк аз +Ġmet ros +ĠInfin ity +w olf +ib al +ft ig +Ġ ÚĨ +Ġíĺ¹ ìĭľ +Ġo ggi +Ġdisp osit +ĠпÑĢ ил +ĠвÑĭ пол +Ġth ôi +ĠK ENN +Ġhand ing +act us +Ġtac os +Ġformer ly +ĠCorinth ians +ãģ« ãģ¯ +ÑĨÑĸ ÑĹ +Ġpad re +Ġcongreg ation +æ ij +fer t +Ġsub ir +ais er +qu a +ara oh +ĠCur ry +ĠìķĬ ëĬĶ +ел Ñİ +Ġf uss +Ġbo oty +Ġl ows +Ġh ommes +ĠM H +ĠDisney land +w ent +Ġresid ue +Ġbe eping +è¼ ķ +ät ta +Ġm ould +ĠPro jekt +st alk +Ġartif act +ĠAnt rag +ĠAM D +ĠCry pt +Ġë© Ķ +ĠFel ipe +ĠCO B +el u +Ġself ies +ĠS anti +ch utz +ĠУ кÑĢаÑĹ +ges amt +Ġflo ck +j az +pl ain +Ġwr inkles +Ġre ais +Ġpal jon +Ġempower ment +Ġattend ees +pp a +Ġn eden +он Ñĭ +Ġtime frame +ĠCher ry +Ġid ée +Ġg ag +Ġdon key +Ġô ng +ĠH are +éļ Ľ +ĠK ara +Ġacom pan +pl aces +im ientos +ĠH amm +б и +ub en +ili yor +Ġth irst +Ġk ry +ĠGeorget own +׳ ×Ķ +Ġor ch +Ġheart beat +Ġtransform ations +est ones +ĠK H +Ġcart oons +Ġan ci +Ġworth less +Ġtail ored +p u +Americ ans +Ġp iles +ĠMon key +Ġbas in +ĠTem per +ĠP aint +Ġpunch ing +Ġba ik +ĠOak land +v re +ÅŁ allah +yd d +Ġcas ually +od u +Ġc oded +ĠNorweg ian +ĠV ince +Ġprem ature +ĠProm ise +ек ÑģÑĤ +Ġdevast ated +ĠPrem ium +ĠPar am +ĠÃĸ yle +um uz +P O +r ators +Ġlamp s +Ġterritor ial +Ġback bone +list ed +D Y +ĠاÙĦ ر +Ġpurs ued +ĠComm ons +Ġê³ ¡ +lo cks +ed or +Ġconce ived +g ere +Ġdisappe aring +ĠS ull +ĠìĹ °ë +Ġho ffe +Ġdet ox +íĶ Į +Ġret ir +ĠëģĿ ëĤ +Ġper gunta +ĠB OY +ç² ¾ +Ġp enn +æĿ¥ äºĨ +h és +h on +Ġcatastroph ic +Ġa ust +Ġtor so +Ġìĸ´ ëĬIJ +ĠìĤ¬ëŀĮë ĵ¤ìĿ´ +Ġmarvel ous +ĠHar ley +ach ine +Ġti ế +itt o +ĠI ÃŃm +yl on +Ġshut down +.' ' +Ġap ologies +ĠCommun ication +ĠговоÑĢ Ñİ +ãģĤ ãĥ¼ +âĦ ¢ +ÃŃ veis +ac un +Ġret aining +Ġcontrad iction +ĠAD AM +C OM +Bry an +ĠM onsieur +Ġadap ting +Ш ÐIJ +ĠSc r +änd ert +Ġpl aus +ä»Ĭ天 çļĦ +Ġon set +Ġassist ants +Ġval ves +Ġsc atter +ĠR ust +aw ia +Ġread iness +Ġp ais +Ġb ible +Ġamb iente +Ġа меÑĢик +Ġunc ond +Ġk alk +åĬ ¨ +Ġmo c +un n +Ġact u +Ġhum ming +iss imo +ĠPat rol +g ow +ãĥ ¤ +ĠTHE Y +ĠBod en +ĠB ie +Ġre el +ĠÑĥÑģл ов +Ġende avor +ĠPer iod +ustom ed +m als +al on +B ox +ĠÏĥ αÏĤ +Ġom dat +Ġal tre +ĠHe h +k ad +Ġprotect or +Ġdomin ance +odynam ic +Ġcommunic ated +k ö +Ġprede cessor +ĠL uk +ĠFl ower +Ġãģ © +po que +ÑĤи ÑĢов +Ġret rospect +Ġdecis ive +Ġexem pel +{ \ +ĠR ück +r ite +ĠZe us +Ġcal orie +Ġattract ions +ĠH inter +Ġuh m +ĠíĮ IJ +Ġrul ers +Ġdiscour aged +Ġaconte cer +Ġacc ents +ĠOpt im +ĠAl g +k ids +20 21 +ĠLind say +Ġfilm makers +pr owad +Ġter ug +ëĭ ´ +ĠSom mer +20 18 +Ġborrow ing +ĠTrans fer +н оп +ari as +Ġhead phone +ì¼ ľ +Ġtransl ating +Ġauf ge +ப à®Ł +we is +av ant +pa id +b aby +Ġtough est +Ġrepe ats +ĠTer esa +L ord +Ġacab ar +ĠR ide +d ir +Ġl eng +Ġd wa +Ġhead aches +Ġn ữa +ĠнаÑģ ÑĤоÑıÑī +Ġbo ils +Ġlong ing +ri as +ó rio +ĠParad ise +ĠSeñ or +erd em +Ġrein st +Ġsal aries +Ġinsec urity +ÅĤo ÅĽci +ĠабÑģолÑİÑĤ но +ink en +ĠEd dy +ud os +Ġd ummy +Ðļ ак +s ix +Ġin box +Ạ© +Pe ople +á»ĵ ng +Ġorganiz ers +f ind +Ġü l +ĠCO M +ż a +we ile +Comment ary +íĬ¸ë ¥¼ +ĠMitt el +k us +èĽ ĭ +ठ¨ +ir al +Ġgar ment +ικ ά +Ġst ool +pay ers +Ġsh immer +ĠO llie +ĠJe żeli +è¿ĺ æľī +Ġ197 7 +Ġje ux +Ġext inct +ĠTransport ation +ĠM aker +Ġj ohn +Ġrich est +Ġtraum at +Ġli egen +´ë ¥¼ +è¿Ļ éĩĮ +Ġun rest +ĠSt raw +æĭľ æĭľ +Ġcom a +ĠKr isten +ĠÐļон еÑĩно +ĠBry ce +ĠÑıк Ñĸ +Ġpearl s +Ġпоним аÑİ +Ġadd itions +Ġas ympt +ĠменÑĮ ÑĪе +Ġsc ans +Ch ild +ĠH ide +к ÑĥÑİ +et as +Ġd ank +Ġple as +Ġess ays +Ġj ets +åħ Ĵ +Ġв ед +Ġposit ives +ho f +- ) +zz o +Ġstar ters +Ġsm iled +Ġ194 4 +qu iera +Ġro k +Ġpu esto +N ico +Ġsim ulations +Ġ ච+Ġintrig ued +ĠOver watch +åĸ Ĥ +s igh +b ai +Ġë§IJ ê³ł +id é +Ġcra bs +áºŃ p +ĠIraq i +ìĿ´ë ¥¼ +ÑĤ Ñı +ĠSoph ia +ĠDN S +Ġönem li +ĠLu o +Ŀ ¤ +ĠCoun sel +l igen +анÑĮ ÑĪе +Ġtrump et +Ġd apat +ĠJ M +ĠEVER Y +Ġå°į ä¸įå°į +å¤ ¢ +ĠL ayer +Ġc ô +н ал +ĠJ oo +ĠH ack +Ġs unt +ĠLeon ard +ĠFire base +äng er +Ġexpl oding +v oy +Ġì¦ IJ +ĠÑģ еÑĢÑĮ +Ġsever ity +Ġbest imm +çµIJ æŀľ +Ġt iring +Ġprocure ment +Ġdiplom acy +Ġdecor ative +ĠÙĬ ا +Ġpenet ration +Õ « +Ġout right +EN E +ĠUn i +od les +Ġz eros +Ġdelight ful +j m +Ġdo po +没 äºĭ +Ġposit ivity +ĠVIS TA +ĠRes ource +íĥ Ģë +ÑĪ ие +C arl +Ġpip ing +Ġchop ping +ĠGan ze +ü ss +ĠA o +Ġsh attered +ĠDet ective +Ġund oubtedly +Ġhall uc +Ġen ch +Ñĭ Ñĩно +ÑĥлÑı ÑĢ +is esti +Ġped als +Ġdur um +¤í Ķ +la imer +Ġprop re +C u +Ġtransl ator +Ġca ÅĤ +Ġê·¸ 걸 +Ġca ÅĤy +U A +Ġrev ised +Ġпод об +ĠArt icle +ĠHait i +Ġà ĵ +ĠC trl +Ġroz m +la it +Ġletz te +is pering +dis play +Ġalumin ium +Ġpalab ras +Ġconoc er +Ġz itten +Ġdir ig +åıª æľī +Ġbrain storm +Ġw ifi +ĠPart icip +Ġview point +ĠQu an +Ġhier arch +W elcome +å¯ ¾ +Ġoff en +ĠRe covery +gan o +W ould +Ġrep ro +Ġper ceptions +Ġdem asi +ĠBangl adesh +ĠIncred ible +Ġlet zt +Ġbehav ing +Ġaston ishing +Ġâ Ĩ +ĠëĤ¨ ìŀIJ +èµ° äºĨ +ãĥ Ķ +ĠGORD ON +C AR +? !" +ĠP rest +Ġë§ŀ ìķĦìļĶ +Ġt and +Ġl ash +ç Ĭ +ific ant +Ġint oler +Ġг еÑĢо +Ġte u +as o +ĠÑģов еÑĤ +Ġtravel ers +ĠSy nd +ĠвеÑĢ Ñģ +F onda +ad ı +Ġtrans cription +Ġtit anium +Ġtw ists +Ġgear box +ens ation +f at +C oll +ĠCommon wealth +z on +ĠPolize i +ĠAPP LAUSE +f ry +ĠJud a +este em +Ġso ck +ĠJug end +Ġк ÑģÑĤаÑĤи +ĠD ro +Ġproch aine +ãĥ¼ ãĥ« +Ġli ksom +ĠEner gie +ĠMar ina +Ġ2 30 +Ġê°Ģ ìĦľ +ump ing +Ġl one +ç´ ļ +Ġfont s +Ġbusiness man +Ġp ly +Ġdo e +gr id +ĠMil waukee +ĠE den +! ". +ĠÛĮ Ûģ +og ens +Ġteas er +Ġqui én +Ġincent iv +go vern +Ġchild care +Ġsneak ers +Ġimprison ed + ® +иÑĤ еÑģÑĮ +an bul +Ġreg ain +Ġtranqu il +Red ner +éĽ ¨ +IF A +Ġide ological +Ġmayor ÃŃa +Ġb ureau +et erm +ĠD ID +ìĬ · +Ġw aving +Ġbe b +Ġá r +Ġк в +Ġenv oy +an ut +ик Ñĥ +ĠEnviron ment +ĠAss ass +ãĤĵ ãģ§ +ĠB read +ĠТ ÑĥÑĤ +Ġstair case +ĠDise ase +Ġauc un +Ġëĭ Ī +Ġconfront ation +Ġ194 1 +Ġiron y +Ġwor sh +ãĤĮ ãĤĭ +Ġf ick +ĠNa omi +Ġback side +ie ux +K ap +Ġved ere +Ġlength y +Ġbreak er +ĠRoll e +Ġpred ator +Ġnoss os +Ġadvert ise +è³ ĩ +ÑĢод е +Redner wechsel +re ten +Ġcollect ors +ıģ ımız +Ġtr ig +Ġax es +in ters +Ġpen alties +ĠOs man +ĠJen na +Ġfl akes +Ġtrain ers +Ġstun ned +ĠSc roll +ĠP ip +Ġна ÑģÑĤ +Ġnh Ãł +ĠSm ack +ẫ n +rat os +ĠÑĢабоÑĤ Ñĭ +Ġu cz +ĠLem on +ĠS ind +Ġpsych ic +ĠAb g +Ġmamm als +Ġimmers ive +Ġb ots +Ġverschied ene +Ġg eral +Ġfoll ower +Ġ ä»ĸ +Ġsegur idad +Ġimmers ed +fe ito +c ross +Ġö ld +íĥ Ħ +Ġãģĵ ãģ® +Ġ×Ķ ×Ļ×IJ +ĠJ ian +Ġbili yor +are a +Ġk af +Ġgod t +缸 ä¿¡ +Ġë°© ìĨ¡ +Ġdet riment +æ¥ ļ +Ñĸ л +ĠÄij âu +Ġchlor ide +ø re +le i +Ġmont e +Ġdifférent es +à¯ģ . +Ġcareg ivers +Ġin adequ +Ġfare well +ĠÑĤип а +ont ec +ĠE ph +HH H +ĠTod os +ĠС ШÐIJ +Ġtro v +Ġl ige +Ġc ông +ĠC iv +Ġcap az +ĠV allahi +Ġquest e +Ġrepl ica +س ب +z na +ĠÑģл Ñĥж +ĠP T +w ave +ien i +Ġrel ied +de velop +Ġdem e +ĠA man +Ġ[ ...] +Ġcompl iments +u ais +ĠíĮ ¨ +Ġsmell ing +Ġdad urch +ÙĪ ت +Ġor anges +Ġл ай +Ġstabil ization +åĢ į +ãĤĮ ãģŁ +æ¥ ½ +Ġappl iances +Ġh m +ĥ IJë©´ +odynam ics +Ġc iÄĻ +ĠC ott +M ON +ĠM ang +æĶ¯ æĮģ +Ġall erdings +ικ ή +sh ots +Ġt s +ĠG ör +ĠCH AR +Ġ: ( +Ġwr ath +Ġf ique +Ġfüh ren +Ġtest ament +Ġ^ ^ +á¹Ľá¹£ á¹ĩa +AL D +Ġtext o +ĠDog s +Ġs ib +Ġpath etic +ock s +Ġrad ically +ĠM ORE +ĠJAM ES +Ġing l +ĠTechn ical +Ġpor ch +ĠU T +ĠобÑıз аÑĤелÑĮно +Ġrenew al +Ġaesthet ics +ik um +Ġbe verage +der n +Ġpredict ive +Ġch uy +ĠRegard ing +ĠFor ward +ĠÙĪ ÙĦ +Ġcontext ual +Ġdwar f +Ġpre he +Ġgovern ed +ħ Ħ +Ġtrabal har +Ġnegó cio +ĠболÑĮÑĪ ой +еÑĩ аÑĤ +Ġд ÑĥÑħ +Ġflood s +Ġbow ling +ĠO B +ĠH är +Ġgrad ing +주 ëĬĶ +Ġg ars +d ling +Ġr ak +ë Ī +c reat +ĠÑī е +Ġneighb ours +f ood +Qu ery +Ġhero in +ice ps +ĠK inda +N ET +Ġmar i +Ġim itate +Ġach ter +Ġsettle ments +ra re +cc iones +Ġë ĵľ +Ġf ik +it ung +Ġм акÑģим +Ġel f +Ġd alla +ĠPol sce +ĠP ul +Ч ÑĤо +ĠMor gen +ØŃ Ùħ +Ġsuprem acy +Ġk ys +ĠHur ricane +ĠG TA +ĠFe h +Ġfinal mente +m und +ĠK rie +é poque +ĠT ucker +IT T +Ġl ur +Ġdi pping +ä v +Ġeer ste +ĠFl int +bild ung +ู à¹ī +Ġto im +Ġpr acy +Ġtransform s +Ġspeed ing +Ġpresent er +Ġfellow s +f illed +ie za +Ġadv ising +ĠInter view +и гÑĢ +we hr +ĠD ante +pt ure +Īë¬ ¸ +¯ ¸ë +IJ IJ +ĠCoun ter +Ġcr ist +Ġì§ ľ +Ġje une +ĠÑģÑĤ ÑĢаÑĪ +Ġmie Äĩ +Ġtut or +Ġmas ala +Ġpowder ed +Ġn au +ĠFreder ick +Ġbill ing +ĠE isen +Ġд обÑĢ +Ġm est +æ ½ +Ġsn ipp +Ġmon o +ĠA lo +ĠMer cy +éri ence +Ġcasual ties +ĠAN NOUNCER +ä» İ +Ġto car +Ġbacter ial +H o +Ġstre ak +ĠJ ENN +Ġpl ast +Ñģ лед +Ġre app +Ġpay check +Ġmin ers +hab t +ĠJ ap +н ÑĥÑĤ +Ġred emption +Ġqu ir +hn lich +Ġaccum ulation +Ġsh ove +Ġadrenal ine +M ake +ĠH ern +oss ing +ĠV il +ub by +her tz +bre aks +Ġsp ur +ĠD aha +US TIN +Ġcontinu er +ĠSa ul +ãģ® ãģ¯ +Ġíı Ń +ĠëIJĺë ©´ +Ġë§IJìĶ Ģ +Ġо ж +Ġsuspect s +Ġla quelle +ĠMuch as +Ġv öllig +ul en +Ġimp res +Ġlo bb +ene e +Ġн аж +T a +Ġréal ité +ĠRe x +Ġharvest ing +Ġest r +æ ¶ +osp ace +OS S +Ġdisturb ance +ass ic +ĠIs ab +Ġdéc ouv +ĠHamp shire +Ġor nament +Ġlu ôn +ĠU W +Ġj Äħ +éĤ£ ä¹Ī +Ġrespect o +Ġcomun idad +Ġcom igo +ag na +Ġintrins ic +ĠAlum ni +Ġses leri +Ġestim ation +âĢĶ âĢĶ +Ġprodu it +ãĢĤ ãĢį +Ġв ÑĢ +Ġwh irl +Ġac ces +ç u +Ġvari ability +Ġv odka +its u +Ġinternship s +Ġalloc ate +R R +íĽ Ī +Ġinstruction al +t ant +Ġà®ħ த +Ġinv ites +Ġha k +Ġsca res +Ġe clipse +п ов +к олÑĮ +ativ as +Ġstab bed +ĠD OM +ä¸į åĪ° +ro ots +ĠPict ure +íĺ ¼ +ĠC HA +ie c +ı ı +han ol +Ġmisunder stand +R ay +Ġroad map +ocument ed +iz ione +ĠOl ive +r ift +Ġ×Ķ× ł +æ¯ į +l est +; ; +ĠE A +éľĢ è¦ģ +од Ñĥ +Ġhob bies +Ġbur ial +ãģ« ãģ¡ãģ¯ +Ð ¤ +le ge +ĠH J +Ġobject ion +Ġãģ Ń +ct ory +Ġincre mental +Ġgym n +Ġepid emi +Ñģ Ñĭл +à ij +Ġadvance ment +Ġpar ch +New s +Ġa yr +л ам +Ġ×ľ× © +Ġdipl oma +ãģ¡ãĤĥ ãĤĵ +Ġrob bed +On ly +Ġinc ur +Ġch anting +Ġíķ´ë ıĦ +Ġrich es +ĠCar men +Ġnost ro +λ ÎŃ +ĠPow der +à¹Ģภ« +ĠìŀĪ ìľ¼ë©´ +Ġgerçek ten +ĠPik achu +ем он +OL L +Ġplanet ary +Ġsl ows +Ġclock wise +al ion +Ġì Į +Ġver n +Ġh omme +Ġend point +Ġinnoc ence +Ġelement os +Ġsophom ore +Ġnot ions +ĠCould n +p ur +Ġz at +Ġobs ess +Ġmotiv o +ĠK ub +ĠDr ug +A nt +ĠPlay ers +ĠHum ans +Ġme lee +ĠWild life +ĠV P +Ġvolcan ic +Ġcom in +ĠGu ang +ĠÏĦι ÏĤ +ĠоÑģоб енно +ĠS ize +L isten +ĠA aa +app ro +Ġbar bar +ĠPark inson +нÑı ÑĤÑĮ +å į° +Ġunderest imate +Ġsubst itution +Ġcosm etic +ä¸ĭ 次 +Ġwill en +Ġbe ide +ann i +Ġcondition ed +ĠDe bbie +Ġis to +ĠEd wards +ìĽĮ ìļĶ +ĠÑĤ ов +Ġab brevi +ĠM ün +ĠPr inc +ĠLi ang +Ġst ink +Ġradio active +ãģĨ ãĤı +Ġac ontec +Ġun con +ĠTur bo +ãģ IJ +Ġkiss es +æĺ¯ ä»Ģ麼 +еÑĤ ÑĢов +Ġfront ier +ĠSp y +ĠBel arus +ĠC BS +á» Ĺ +am oto +íķľë į° +ĠÑģÑĤ ÑĢо +ĠEn fin +Ġbread th +éĺ ² +ĠCa fe +ĠDaf ür +ĠB our +ar as +Ġbl ueprint +an ı +Ġconst ants +Ġattack er +ĠForm ula +za Äĩ +Ġs owie +Ġeyebr ow +ob ook +Ġset zen +第 ä¸ī +ons ider +aw ning +Ġsöyle ye +Ġinv aded +Ġpronoun s +Ġdob ry +S i +ĠÐ¥ оÑĤ +Ġvolley ball +Ġl ament +is ches +ar me +ap i +ĠW iki +ли ÑĪ +Ġkas ih +Ġp ess +ĠÑĦ оÑĤ +ĠS ul +å¾ · +Ġpse udo +Ġmem o +ĠìĹ° ìĬµ +ĠдоллаÑĢ ов +ĠпеÑĢ ем +ĠRe ach +mir al +alt ed +Ġstat ut +read ing +Ġsöy led +ĠLind sey +ĠAh mad +ë ¶Ģë +ĠС егоднÑı +Ġprzy got +Ġhy ster +U RE +ĠNe igh +Rep orter +ĠB unu +ĠTreat y +ĠR ank +ĠF ame +in ished +Ġge ared +Ġcomp ose +od ia +ĠL on +Ġjeste ÅĽmy +ĠDIRE CTOR +Ġel kaar +ĠV iel +×IJ× © +ynth ia +ä¸ ¦ +Ġm ère +ĠTom ato +Ġex atamente +ni ÄĻ +ĠFre i +ĠD if +Ġopen ings +Ġgraph ical +ĠÑĥд об +ĠвÑģ п +ĠWeek ly +ев а +Ġhang s +Ġuns afe +Ġem blem +ĠKolleg innen +al ay +Ġk si +Ġh ides +Ġol may +Ġent ste +Ġarth ritis +ÃŁ erdem +Ġbin nen +Ġlist ens +ĠH ess +åĨį ä¾Ĩ +ĠLou ise +ld en +ен Ñģ +ĠVers ion +ĠAgric ulture +ìĬ¤ë ¥¼ +м ан +ë Ħ¤ìļĶ +Ġw ines +ĠIN F +r ul +ĠJ K +ıyor lar +sh ield +reat h +Ġter us +ĠL um +Ġanticip ation +Ġacc ustomed +ĠM ina +Ġw ield +io è +mer a +Ġcount down +Ġcl ing +Ġcomm end +Ġfakt iskt +Ġdef enses +Ġcock pit +Ġком анд +Ġdish was +ĠThan os +Ġkid neys +Ġse he +Ġmicro bes +Ġc uff +ĠвÑĭÑģ ок +ĠSp icy +çŃī çŃī +வ à®° +cul us +or c +ç¾ ħ +ix es +ĠC redit +Ġr aj +Ġbring t +ĠN iss +Ġgr im +ĠS OL +Ġten im +ĠSud an +ĠSp art +Ġpromot es +ĠN ossa +ĠÑģоÑģÑĤо Ñıни +Ġì° © +Ġunc ont +ĠLiber al +ĠТ олÑĮко +ĠV iele +Ġktóre j +Ġ* *** +M ax +ĠЧ ÑĤобÑĭ +3 50 +Ġíĺ¼ ìŀIJ +Ġë¶Ħë ĵ¤ìĿ´ +Ġwar p +Ġteng a +Ġsympath etic +Ġbiz i +ĠZ ack +ied o +Ġëī ´ì +p iel +ĠÑĤ ол +Ġsc aled +ĠPET ER +ĠCO MM +ĠC ame +Ġcatast rophe +Ġsweat y +ig ration +Ġstuff ing +ĠÏĢολ Ïį +ĠDri ver +zy st +T ech +Ġassess ed +ĠSur face +ır ım +s ur +ler weile +Ġд ог +Ġshut ting +Ġfr actions +ĠÑģ ол +every one +Ġer n +ĠÐĿ ов +Ġdefend ers +Ġvers ucht +ãĥ³ãĥ Ģ +Ġpol ity +ĠÐŁ он +ver ständ +Ġbrows ers +Ġtransform ative +Ġdict ate +ĠLE GO +Ġning una +ê´ ij +Ġp izz +ĠHar old +ĠL opez +Ú¾ ÛĮ +an ız +atch et +ÙĬ ت +Ġl ernen +Ġê·Ģ ìŬ +Ġhous ed +Ġclean se +ĠW AT +lar ation +Ġby tes +Ġtuck ed +Ġfault s +д о +F X +Ġìĸ¼ë§ ĪëĤĺ +Ġde form +Ġcontract ing +ĠTIM E +ir se +Ġne ben +Ġc erc +ĠArm strong +Ġtest er +Ġparf ait +Ġjealous y +Ġtox ins +Ġdis bel +ÑĥÑĢ Ñĭ +imp ression +Ġprost ate +Ġfire wall +Ġclass ics +еÑĩ ÑĮ +Ġsocial ism +Ġgrac ious +ĠÑģ нова +Ġд нÑı +Ġburn er +ĠMin or +Ġìļ°ë ¦¬ë +Ġjed es +Ġcontinu um +Ġh ots +Ġoccur rence +Ġadminister ed +Ġзам еÑĤ +Ġhes itation +Ġdr ills +er ca +ĠвÑĤоÑĢ ой +Ġstead ily +Ġinsan lar +Ġi han +í ij +Ġhel per +ĠSen in +åģ ľ +ов ание +ĠER IC +b la +ĠAcad emic +Ġhuman ities +bl ack +ump y +ort ex +Ġìł Īë +ĠØ¥ ÙĨ +Ġdiscl ose +ĠEl ijah +Ġλ ÎŃ +ĠQu er +ب ÙĦ +ãĤ ¡ +T ell +ar le +Ñĸ ÑĢ +Ġaug mented +Ġë¹Ħ ìĬ· +Ġand roid +ठ¤ +ar ma +Ġs zer +ge ord +Ġge ek +Ġye ux +Ġp ong +ĠãģĿ ãģĨ +Ġtort ured +ĠB ath +z ig +ason able +Ġn ets +Ġbar u +ĠFl at +ĠV ater +ĠTer ror +ĠA vo +Ġceremon ies +ro e +Ùģ س +O ps +Ġhy vin +Ġap resent +ol or +ĠигÑĢ Ñĭ +ort on +Ġê·¸ëŀ ¬ +Ġlook in +ĠT Y +ĠM int +Ad d +Ġm ite +ĠSm oke +Ġnot a +Ġm oss +ĠAb end +Ġì» ¨ +Ġexagger ated +f ires +Ġred ist +ff iti +Ġopen ness +ê°IJ ìĿ´ +ende u +ен ной +W atch +Ġav atar +ĠP ey +ur un +Ġsen za +Ġì§Ģ ìĹŃ +ĠNat omiast +Ġemer gence +ray s +Ġcraft ed +g ary +ãģł ãģij +ü ng +- " +Ġhack ed +Ġstr ay +en cie +em o +Ġcom en +ĠK ız +ĠJ asmine +ĠH indi +man as +Ġinfin itely +em on +ìĿ¸ëį° ìļĶ +j ak +Ġro aring +éri que +s weise +ĠRo lex +åł± å°İ +ĠStu art +bn b +Ġdiagn ose +Ġcoher ent +ĠM J +æºĸ åĤĻ +Ġp ike +l av +Ġorchest ral +а ÑģÑĤи +Ġterm inar +Ġgather ings +Ġcompl iant +Ġupgrad ing +Ġregul ator +Ġlan ç +éĢ £ +Ġmerch ants +ta wa +Ġmonit ored +Ġrend re +ä¸ ¤ +Ġunter wegs +ang uard +g ard +ĠBel ow +du ino +ĠЦ е +Ġimped ance +ìľ ¡ +ä» ½ +Ġakt uell +ĠV atic +åŃ © +Ġste wards +Ġbright est +Ġk enn +Ġk au +ĠMat rix +ĠB ark +ĠðŁ ij +Ġt aper +Ġcas ino +ר ×Ķ +ys ical +Ġbuild ers +ĠczÅĤ owie +ĠNep al +Ġ! " +Ġterm e +Ġin nych +Ġmath s +Ġdraft ed +ĠB alk +Ġhesit ant +Ġvolt ar +Ġrev ive +ĠÑĦилÑĮ ма +Ġassass in +ĠS olutions +Ġdu el +Ġbear ings +à¸Ħ ะ +Ġrook ie +ik at +Ġbisc uits +Ġc ords +Ñĥв аÑĤи +AR IN +Ġprogress ing +ĠG ir +Ġpenet rate +ĠSt orage +e ight +ĠÑĤ ÑĢÑĥ +Ġdon ÃŃt +Ġsiz in +Ġout dated +ĠнаÑĪ и +Ġaff ir +Ġspo ons +Ġon i +Ġfl ank +ĠG ol +h ã +Ġp éri +Ġhonor able +ĠBreat he +sc enes +Ġob viamente +ик Ñģ +Ġש ×ŀ× +Ġsmooth ie +ŀ Īë +Ġd ime +ĠíĸĪ ìĸ´ìļĶ +Ġapp el +ĠCath olics +Ġsing les +Ġlat en +Ġç ünkü +ĠV ader +æı Ľ +Ġvard ı +ĠIst anbul +gr é +ĠEl sa +ë l +Ġinve ce +Ġcr ane +Ġo be +ĠSh ark +Ġsm ack +Ġrest oring +. \ +Ġë¹ łë +Ġf aded +um bers +S inging +Ġdep ressing +th est +ĠW ahr +Ġmult itude +ÑĢавÑģÑĤв ÑĥйÑĤе +rij k +ek a +Ġcomplet es +ĠWell s +Ġro y +ĠPr ay +ĠKal au +iz in +iaÅĤ em +Ġlo com +ĠNash ville +ĠPent agon +ë ¯¸ +ĠNE W +Äħ Äĩ +ÃŃ ss +Ġmarry ing +Ġfe ud +íĻ ķ +æĢ ¥ +) ! +ĠOper ations +Ñĥ ÑĶ +Ġmo je +Ġinstruct ed +ĠëĪĦ 구 +Ġ×Ķ× Ĵ +ĠпомоÑī ÑĮÑİ +Ġsab ia +ìķĺ ìĸ´ìļĶ +pl ane +p ri +Ġпол ноÑģÑĤÑĮÑİ +ĠK itty +Ġpróp rio +ed ere +Ġinteres ante +Ġд е +Ġcond ensed +Ġav ent +T OR +Ġgre asy +AR K +ort a +A J +Ġdis reg +Ġcorrect ions +Ġst ero +Ġinfluen za +Ġdess es +Ġball ots +Ġme get +Ġma fia +Ġb öl +n ost +ĠÑģÑĤ аÑĤÑĮ +Ġrespond er +Ġhint en +g rav +à¸Ń ะ +yn chron +Ġvi ens +Ġsam o +Ġd t +pan nt +ĠÅĽwi at +Ġзап иÑģ +Ġmer ged +Ġke p +Ġmis leading +Ġdig amos +Ġam mon +è¾ Ľ +ch et +Ġê°Ģ ìł¸ +Ġun i +ĠëIJĺ ëĬĶëį° +Ġнап ÑĢав +ĠкоÑĤоÑĢ ого +Ġanim ate +×ķ× IJ× +еÑĢ в +Ġmin ced +Ġka um +ãģĤ ãģģ +ÏĢ ε +л ег +exist ing +Ġplata form +ĠK RIS +ìĽ ł +ĠFamil ien +ĠLib ya +Ġbiod iversity +Ġidi ots +ird i +Ġszy b +ĠRoll ing +ü cht +ĠÑĥд ив +Ñģ Ñĥд +Ġreal izar +Ġcan ned +ĠÑĢ ан +Ġmet abolic +ĠBe ef +Ġkil ka +лÑİ Ñģ +Ġreg istry +моÑĤÑĢ иÑĤе +Ġviel ä +Ġod c +Ġcondem ned +æ© ĭ +f al +ĠD il +wo ÅĽci +A w +Ġstatist ically +Ġso gen +ĠB ETH +Ġsh aving +å¹ ¸ +oc al +ĠFun ny +Ġpeace fully +Ġaddict ive +ĠIns ert +la uf +Ġexperien cia +é¦ĸ åħĪ +иÑĤ елÑı +ÃŃ gen +ág ina +Ġabdom en +íķľ ëĭ¤ +ic us +im ana +ì į¨ +arch ing +Ġkonk ret +ìķ ĺë +ек а +ou fl +ive l +Ġn ude +èt res +Ġm onsieur +Ġcl ash +Ġtherap ists +Ġcub ed +Ġretrou ver +Ġwave form +Ġpot em +ĠForm er +is ión +åº ľ +Ġ×IJ× Ŀ +und os +ĠMein ung +ص ÙĦ +ĠJ ude +Ġn Ã¥r +ĠLeon ardo +ĠCr isto +ĠG OT +ÑģÑĤÑĢÑĥ к +L AN +Ġg Ã¥ng +Ġdé b +ĠFrankf urt +Ġcra ppy +Ġli l +ann ée +ĠмеÑģÑĤ е +RE T +ĠN er +ĠCO STA +Ġjed em +Ġcurt ains +Ġiter ations +Ġun av +Ġpla que +or um +ĠÎ ¶ +Ġnúmer os +Ġdes ap +² ½ +Ġcomp iled +Ġref le +Ġrank ings +Ġrep aired +ĠÐĿап ÑĢ +Ġdownload s +Ġarm our +Ġ×Ļ ×ķתר +Ġlonge vity +ĠTON ER +ĠкомменÑĤ аÑĢ +Ġcz ego +Ġnot ify +Ġairport s +Ġend uring +let te +Ġapp arat +Ġhab il +á»ĩ c +n ad +IC O +ĠBra h +Ġseg ún +Ġgovern ors +k aha +ĠSchl uss +Ġodpow ied +ir ting +Ġrem pl +ĠAb original +ident ally +Ġenhan cing +lic ting +ĠHawai ian +Ġstri ving +ĠN iet +Ġzn aczy +Ġobed ience +ĠnÃ¥ got +Ġexp ired +Ġ19 18 +pres ented +Ġpr owad +ĠTer r +ĠPrinc eton +Ġmor gen +Ġattract ing +ĠS igma +ign er +ĠRe chts +ĠP eki +Ġmet hy +Ġha mm +Ġdire ito +Ġdeleg ation +ив аÑİÑĤ +Ġg in +You ng +Ġdepend encies +ĠBrad ley +bud s +Ġf is +Ġpyt anie +Ġinterconnect ed +Ġemba ixo +ĠS as +Ġr uh +ĠS icht +S ur +Ġsuper b +ĠSabb ath +ĠD anger +k ol +Ġh ou +s upp +ĠN acional +Ġsuccess ion +Ġv á +ĠMaÃŁ nahmen +ĠJess ie +ĠId aho +fore st +ħ ĺ +Ġ×ŀ× ĵ +ĠØ£ ÙĬ +Ġsweet heart +Ġneat ly +ĠEv angel +ê³ ¡ +ĠSu ite +úblic a +ĠÑĥ ли +ĠAnn ouncer +l igh +Ġsens ations +Ġshel ters +Ġh art +Ġsqueez ing +ĠR ivers +ĠCook ing +ì± ħ +person al +Ġman os +ÑijÑĤ ÑģÑı +w ij +Ġgo gg +ĠMill i +ĠF P +ün st +ĠL S +Ġspray ing +Ġf aux +Ġaut ograph +olog ic +Ġtor ment +Ġencry pted +á» ħ +Ġest re +ç¹ ¼ +à ± +Ġst umbled +Ġa ider +Ġsab en +x ter +ĠC ities +ĠTür k +ëĭ ¥ +ch ine +Ġto pping +Ġpoison ed +ĠRoman ia +×ĵ ×Ļ +Ģë ¡ľ +ĠпоÑĢ Ñıд +Ġchir ping +ĠìĻ Ħë +×ij× ¢ +Ġcu anto +Ġdon ating +ĠReg ent +ĠBer uf +Ġdistract ing +Ġstam ina +ĠDar ren +Ġì¶ ķ +l ists +d al +ch uss +Ġeconom ist +ãģĪ ãĥ¼ +org t +Ġist iyorum +è¿ Ľ +ĠSur prise +ĠHa o +Ġìµľ ê³ł +ĠG W +ĠIn ner +Ġqu ieren +Ġmind ed +Ġsupercom puter +Ġdiagram s +íĬ ľë +ê²ł ìĸ´ +ĠобÑĬ ÑıÑģ +Ġestab an +Ġdestro ys +ĠBre aking +Ġkar Ä±ÅŁ +Ġrebuild ing +ľë ĮĢ +ли во +ĠSau ce +ĠF usion +×ķ× ŀ× +ĠQu inn +Ġga uche +ĠÙĪ Ø£ +Ġ È +ç ĵľ +Ġtechn o +Ġdisp atch +ĠaÅŁ k +Ġein zel +ĠG mail +ç ŀ +Ġê°ľ ìĿ¸ +ĠÑģем ÑĮ +Ġjour neys +Ġi ht +Ġfib re +Ġdram as +ouch ed +Ġren ame +Ġоп еÑĢ +Ġpo o +ĠD ru +ĠиÑĤ ог +Ġz ast +Ġco z +Ġz ucch +Ġobt aining +Ġcomm ute +Ġsub mer +ĠV ish +ĠR abb +og g +Ġh ut +íĸĪ ìĸ´ +æ¯Ķ å¦Ĥ +ere mi +Ġμ α +Ġdisk ut +Ġб Ñĥк +Ġimp aired +d epend +ĠÙĪ ا +ĠÑĢ Ñĥк +Ġб аÑĢ +Ġoxid ation +Ġsitu ação +ÉĻ n +u ção +Ġsag te +ĠS ER +ĠC ake +Ġtur meric +ĠK ak +b ung +ĠK á¹Ľá¹£á¹ĩa +Ġpoison ing +Ġsl ipping +ĠS ays +å°± åı¯ä»¥ +ò ng +çŁ ³ + « +ĠClaud ia +ĠChar acter +ни ÑĨ +co at +Ġprogress ed +ĠFer gus +Ġìĺ¤ ëĬ +Ġo at +ord able +ĠLe y +ĠHera us +Ġresult ados +ĠKay la +Ġr iff +Ġcheg ou +Ġx i +Ġsp acious +Ġrecogn ised +Ġe ch +ĠT ie +Ġlaunch er +J im +Ġsupp ression +ĠImp ossible +Ġguit ars +ĠFour ier +иÑĩеÑģ кий +ĠTh erap +ĠK af +cent ered +ĠÑģо оÑĤвеÑĤ +Ġk lim +Ġcarbohyd rates +ign ant +ĠAst ron +Ġem ple +Ġdr astic +ĠмиÑĢ е +в ин +u w +Ġpret tier +Ġdon uts +ĠAth ena +Ġdiss ert +Ġpl ante +Ġur anium +ìĿ Įë +ar é +Ġrze cz +Ġdisplay ing +æĪ ² +Ġsar c +r ão +Ġtamp oco +Ġphilosoph ers +ĠRe cht +æĵ ļ +Ġcoment arios +y se +Ġìľ ¤ +Ġm ise +ĠG in +Ġн ом +ĠFR OM +l iner +at if +Ġspo ÅĤec +x a +ĠÑĤ ÑĢÑĥд +Ġw ag +기 ìĹIJ +ĠM G +Ġoff spring +ĠUnder standing +åıª æĺ¯ +OR A +Ġwh irring +Ġsur rend +Ġpok er +Ġmon uments +ĠâĻ © +Ġorgan ised +ĠSo zial +ĠF actory +Ñħ а +Ġrese mble +з д +Ġexplos ions +Ġpay roll +Ġom n +ĠJ orge +ι Ïĥ +Ġfract ure +Ġpersec ution +Ġdem ais +E CH +, ) +Ġcri ar +ĠJ OSH +Ġdem ographics +Ġ16 00 +Ġcur rencies +ĠT ips +Ġ éĢĻåĢĭ +ĠRe fer +ĠDan cing +Ġincons istent +Ġde h +Ġimm ens +Ġme ist +Ġimpat ient +Ġbehav es +æĿ ¾ +ĠëĤ´ì ļ© +Ġback story +Ġagree ing +ĠÅ ģ +ih in +Ġtemper atura +ĠBack ground +Ġnut zen +Ġëħ ¹ +ĠM änner +Ġcollabor ations +ĠK os +éģİ åİ» +Ġnight mares +ë ĵ± +ĠQueens land +Ġassoci ates +ĠK ok +Ġfact orial +ĠHy ung +Ġê·¸ ëĭ¤ìĿĮ +Ġfil ho +Ġel ét +Ġíĸī ë³µ +° ± +Ġgef unden +Ġsemic ondu +Ġcounsel ors +ĠU pper +ĠA ub +ick ers +V er +Ġnorth west +ĠMainten ant +ĠL akes +аÑı в +int é +ì° ½ +Ġг аз +Ġgi orn +Ġdigit ally +ĠCirc uit +ì¼ Ģ +ãĤĬ ãģ¾ãģĹãģŁ +Ġcheer ful +ĠPet erson +ĠDan ish +ativ os +Ġli ken +Ġhar bor +али ÑģÑĤ +x e +Ġcur ls +ĠR hod +E nd +ĠE T +Ġacqu aint +ĠKel vin +Ġtr if +ĠA way +ìŀIJ ëĬĶ +v s +Ġp ágina +Ġin let +ĠSant os +Ġìļ° ìĻĢ +Ġyap ıyorsun +th eme +Ġsou ff +Ġinject ed +Ġpó źniej +iver so +amp ed +Ġda her +Ġd agger +ĠлÑİб им +Ġt ummy +Ġenlight ened +c ents +ĠD ah +Ġcu est +ä¾Ĩ 說 +IL Y +Ġ×ij ר +Ġbang ing +ĠEm il +ĠC ler +ĠB order +иж Ñĥ +Ġpresent ers +ĠST UD +co ins +ĠíĻ į +Ġper ks +Ġpar ap +Ġcertain es +ĠL ore +ö st +ĠMAR TIN +Ġb ios +Ġwhere by +ver ts +ĠMir anda +Ġst ip +æ¾ ¤ +and ez +׼ ׾ +uj in +Ġê ¾ +Ġaller gies +pl ate +Ġyap ıl +Ġundert ake +ĠëĤĺ ê°Ģ +P art +Ġkız ım +h guru +ãģĤ ãģ¨ +ĠJohn s +Ġeyel ashes +Ġdra ined +Ġst Ã¥r +ãģĤãĤĬ ãģ¾ãģĻ +ĠJ ade +Ġcal end +fil m +Ġmes a +Ġlud zie +Ġattract s +Ġju ices +Ġк ил +Ġnieu we +Ġmen cion +Ġign ition +Ġbl adder +anda ag +ĠExt ension +íĤ ¨ +fe ed +ĠÙĪ Ùĩ +Ġsp un +Ġt ät +оÑĢ оÑĤ +ty ard +ron ics +ĠH uge +Ñĥж д +st ring +Ġun just +Ġpra wn +Ġfrost ing +Ġdisappear ance +ios a +Ġcard i +ĠPri est +Ġcient ÃŃfic +åĵª 裡 +ĠÐĴ аÑģ +Ġë¶Ģ íĥģ +Ġth ieves +Ġphys ique +ĠE ugene +Ġбли з +Ġmon opoly +Ġbi ography +Ġho ÅŁ +Ġt ö +m ac +Ġshock s +ìĦ ¸ë +h it +Ġsn ug +Ġinc l +Ġded ic +Ġult ras +Ġизв еÑģÑĤ +Ġutil ization +ĠÑģовеÑĢÑĪ енно +Ġserv i +st ag +1 80 +Ġse wer +ĠCh oice +Ġdis charged +ĠJ D +ол еÑĤ +ĠкваÑĢ ÑĤи +Ġteles cop +ĠJe ÅĽli +ĠN ana +c ale +ĠÑĤ он +mm m +äºĨ åIJ§ +Ġge habt +ëĤ ł +æĬ ķ +à¸Ļ à¸Ļ +Ġet her +Ġz en +Ġresearch ed +ĠCzy li +å®Į åħ¨ +work ers +Ġê²½ ì°° +Ġsher iff +all o +Ġtip os +Ġprosec ution +Ġfrog s +Ġf alt +j d +ĠíĮ Ķ +Ġfilter ed +ĠO ft +Ġì į +Ġdis fr +ĠMust ang +Ġwo ah +ĠRE ALLY +Ġмог ли +Ġentr ada +Ġиг ÑĢа +Ġmix es +ĠавÑĤом об +Ð Ļ +Ġsh in +Ġparan ormal +Ġsome place +Ġdish on +eta an +Ġfu erte +Ù ¹ +Ġdo om +ìĪ ľ +Ġexist ential +Ġbu ld +ĠSD K +ĠпÑĢав да +Ġturn over +ĠìĹ¬ê¸° ìĹIJ +Ġठ¹ +Ġmodel ed +Ġbug ün +Ġexperiment ation +Ġmorning s +Ġmed o +Ste vie +Ġplay able +Ġairl ines +g ments +Ġê¸°ë ¶Ħ +ĠT omb +ĠMV P +AUDI ENCE +Ġcheck out +Ġpas st +Ġbe ispiel +ĠLink s +he avy +Ġquestion able +Ġìĵ °ë +Ġs ill +Ġmanip ulated +ĠL oren +Ġìľ ¼ +Ġver ge +á k +I ES +Ġsab ot +ĠCustom er +ale ży +Ġnom inee +ĠG ad +Ġnouve lles +ĠS PE +ist ling +Ġo val +обÑĢ аж +if ty +éĩ İ +Ġbez el +y et +Ġfre ight +ĠHan ım +r ÃŃa +Ġz oning +Ġind em +ĠB ü +Ġfemin ism +Ġvo ix +Ġof icial +Ġdi yorum +» IJ +Ġar ose +Ġpar ar +ìĿ¸ ì§Ģ +ĠMart ine +ĠL ect +Ġrest er +Ġdrown ing +u ya +c ida +ĠAri el +Ġ0 2 +Ġ×Ķ ×Ķ +ç´ ł +ĠW ert +Т Ñĭ +Ġwid ow +Ġparch ment +Ġcott age +ĠX L +ĠSl ack +ĠN ES +Ġro be +Ġg imm +Ġcam inho +ĠHar per +Ġcit rus +Ġfirefight ers +Ġdop amine +el ets +Ġdemocr at +ìł ľë¡ľ +Ġplay back +o j +ĠпÑĢ ок +ĠSull ivan +se mble +ĠW orth +ĠMust afa +า ร +Ġmet s +éĸ Ģ +л оÑģÑĮ +Ġinert ia +Ġuniform s +è¶ ³ +é rio +×ķר ×Ķ +é nt +Ġà® Ĵ +ĠÑģам ÑĭÑħ +Ġvou lais +ĠZ immer +ê² łë +Ġн оÑģ +en cias +Ġrel ación +Ġê± ¸ë +Ġfact ion +Ġg osp +пол ож +n ap +h ak +Ġproceed ings +ĠìĨ Ķ +ìķĦ ëĭĪ +ĠìŀIJ 기 +Ġwer d +Ġso f +Ġsch lim +Ġfl avored +Ġquad ratic +ĠBo ot +Ġpublic ity +ĠCar o +Ġ ?" +ни ÑĨа +man ia +ĠS UR +ĠB UR +l ance +ét ica +Ġzob aczy +Ġtri o +s ama +Ġta ÅŁ +Ġas ymm +ress er +Ġت ع +Ġп еÑģ +Ġbeginning s +lad ım +ĠбÑĭ ÑģÑĤÑĢ +Ġmo o +ĠGene va +Ġ åľ¨ +er us +bor ah +Ġref using +b ull +ĠWait ing +ĠInd ividual +Ġan onym +im ens +Ġmed idas +Ġfragr ant +Ġdirect ement +ĠìķĦ ë§Ī +ur ia +Ġsp herical +Ġab ge +ĠVictor ian +Ġspect acle +ĠRodrig uez +Ġoc up +ĠN är +mark s +ng ulo +ĠLu ci +Ġshout ed +Ġregul ators +ÄŁ ini +Ġdis ent +ĠÑĢÑĭ н +ëĤ ¨ +ĠìĤ ´ë +Ġprobl èmes +ĠF inger +asse mble +Ġpe ar +Ġdro ite +ĠEvery where +t am +оÑĤ ив +в ой +ordin ate +ĠL ak +Ġm Ỽi +ĠTele vision +Ġexpon entially +av as +Ġble v +ĠM T +ä¿ º +Con nell +ĠêµŃ 민 +ĠÑģво им +Ġach a +ĠD ynasty +J in +Ġto re +Ġfl or +Ġмног ие +æ²Ĵ äºĭ +ow an +b ah +Ġì£ Ħ +ĠC ela +Ġìµľ ê·¼ +Ġpermett re +Ġab ras +Ġverste hen +Ġesc ort +ĠThe m +är ke +por ter +Ġkah kaha +Ġhe ct +Ġda u +w ah +ol ve +ĠAg es +s chaft +ĠSt ell +ne lle +ĠEn suite +ĠÐĴÑģ ем +Ġcr éd +ĠP P +l ords +gr unting +Ġcontract ion +G ot +Ġacqu iring +Ġso pr +Ġpoison ous +R NA +Ġan ar +ĠH of +' ) +Ġremark ably +Ġintern acional +ü cke +in qu +Ġdu y +Ġbeast s +ĠL AN +Ġpreced ent +ĠRP M +åij ¨ +Ġsel on +Ġmort e +Ġcomeç ou +Ñı ла +Ġinterpre ting +ĠBur ke +ÑĤ ÑĢа +ĠìĿ´ë Ł¬ +Ġpess im +ĠN ok +íĮ Ŀ +F emale +Ġìĭ ¤í +Ļ Ģ +Ġstim ulation +Ġsl ick +Ġê°Ģ ëĬĶ +Ġк аз +ĠH BO +Ġpap ier +Ġkön nten +Ñĥб ли +ĠConst ant +SPEAK ING +Ġktó rÄħ +Ġcos metics +ĠT rend +Ġrob bery +Ġt itt +Ġgj ort +Ġdiet ary +ł Į +ĠKir by +ĠпÑĢимеÑĢ но +Ġqual ification +Ġìķ ī +Ġcabin ets +Ġhtt p +ĠEric a +ç¾ © +Ġdisadvant ages +Ġch attering +y z +fe it +Ġgu ild +ĠE TF +ĠDrag ons +ĠH ERE +vent h +ÙĦ اÙħ +Ġmarch é +D am +Ġphot on +Ġest able +M ag +Ġol har +Ġcou pling +ĠHil fe +ĠW izard +Ġм ало +hel p +ĠlÃŃ nea +Ġì « +Ġstand alone +Ġmor ale +Ġzwe ite +ãĤĪãĤį ãģĹãģı +ähr t +Ġd otted +Ġdri pping +ĠFl ag +éĿ Ĵ +ro cket +rate gy +ir im +Ġíķĺë ©´ìĦľ +Ġsogen an +ĠUn o +ĠSch utz +Ġest ilo +ĠS ubs +ĠDais y +ÐĿ еÑĤ +' ... +Ġplat inum +Ġb irl +ĠSo vi +Ġviol ate +Ñĥ еÑĤÑģÑı +r ill +Ġtra z +Ġsn ip +Ġcum pl +à¸Ń à¸ģ +Ġc uk +éħ Ĵ +ĠParl ament +Ġhyper t +Ġpul p +Ġtong ues +at to +Ġbus ca +ih n +ER O +ĠÙĬ ع +Ġvari as +ĠMar ian +Ġbound ed +Ġpitch ing +Ġdefic iency +ĠBless ed +ĠEx erc +uch s +ĠnhÆ° ng +æľ¬ å½ĵ +Ġrap ed +h ales +Ġmal a +p ic +Ġ40 1 +ÅĽ niej +ar ina +ëĵ¤ ìĿĦ +ott i +Ġдол го +Ġtrack er +ĠShel by +Ġvan ished +Ġbak ery +Kap ı +J esus +ĠK R +J O +ħ ¸ +Ġdisc s +ìĦ ¯ +ì§Ģ ë +×Ļ× ¦ +em ary +K endra +Ġy ük +ück t +Ġv az +Ġk up +akt u +ĠÑģп аÑģибо +Ġa ik +Ġnurs ery +Ġendanger ed +êm ement +emat ics +Ġrespond ers +ĠRepresent atives +Ġsculpt ures +ig keiten +Ġde pl +Ġinterpret ations +Ġdead lines +Ġ194 2 +Ã Ĺ +Ġsug ars +em u +l ively +Ġrecre ational +Ġdist ort +Ġunders core +Ġun quote +Ġsaf est +Ġsw ollen +Ġanalys es +Ġcommen cé +å¦ ¹ +and in +ĠÐ¥ оÑĢоÑĪо +Ġdi arr +ãģ¾ ãģģ +zi est +Ġtooth brush +éł» éģĵ +u ations +Ġc ade +Ġbackl ash +h ind +Ġris que +z ess +ĠìĿ´ìķ¼ 기 +Ġesper ar +Ġtransl ations +ion ed +gro ans +Ġп ÑĥÑĤ +Ġgen etically +éĢ ł +Ġhapp iest +Ġwer k +ato on +Ġmus i +Ġfun ção +Ġìŀħ ëĭĪëĭ¤ +ĠÑĢ ай +Ġbe vor +BL ANK +Ġrepent ance +P ut +Ġpotrze b +Ġsal a +Ġcamp a +W ER +Ġdec ÃŃa +Ġsécur ité +ĠAppreci ate +Ñĩ и +ĠR andom +ë³ Ħ +k ah +Ġmö j +Ġsä ger +Ġ×Ļ ׼×ķ׾ +Ġ19 0 +xt ures +E u +Ġg ä +Ġ×ij× ª +ĠC roat +ap o +P LE +Ġpersist ence +åĬ © +Ġbl ends +Ġtre ffen +ĠSanti ago +yd ia +al do +ĠTensor Flow +ĠD ual +ãĥ ľ +Ġch iff +ìĹ ´ +Ġcontract ed +Ġseg reg +ĠFair y +Ġwis ely +Ġvulner abilities +Ġhand held +Ġgad gets +Ġbo ÅŁ +ĠPop ular +Ġcurv ature +ë ¬¸ +ĠMAR Y +ìĿ´ì Ĭ +Ġform ulation +Ġcel ery +Ġblur ry +ĠT S +ale z +Ġw s +Ġprogram m +ĠSt ack +ĠJ IM +ов али +ı ll +Ġp ère +ĠKan ye +ĠDel aware +Ġãģ ł +Ġda unting +Ġб еÑģ +ĠSt upid +b ig +ffic ial +Ġprecip itation +Ġpl ung +ụ c +bur se +Ġdar le +Ġcri pp +Ġpione er +Ġdis put +Ġse an +ãģĵ ãĤĵãģª +Ġresist or +Ġalle in +ipp les +are l +Ġend ors +z ust +ĠÑĢеб ÑıÑĤа +ed ed +Ġì¹´ë ©Ķë +Ġlle va +Ġken nt +Ġб ал +ĠDoc ument +ĠKn ights +Ġbuck le +Ġìī ¬ +Ġal k +ĠEvery day +atter s +Ġtoil ets +Ġj ugar +ĠìŀĪ ì§Ģ +Ġgen auso +ĠLandes regierung +ãģ£ãģ ± +ij e +Ġtrail ers +ĠT igers +Ġg itti +Ġforg iving +Ġconcur rent +ĠV u +ĠíĬ¹ íŀĪ +ĠBR OWN +ound ed +" ; +Ġtre mb +Ġt iet +ĠÑĢеж им +Ġnuts hell +ел иÑĩ +Ġlos ers +ric ting +Ġrede em +def ined +N ice +Ġbroad band +K O +Ġte asing +Ġpart isan +ı ma +Ġìŀ¬ë ¯¸ +ĠJour ney +Ġslop es +un ing +gr unts +Ġt äll +Ġuncover ed +Ġmy ÅĽlÄĻ +ĠEst her +äº İ +ĠHealth y +Ġë° ij +r ée +Ġpolar ization +Ġfl av +Ġcambi ar +Ġy r +ĠR anch +Ġspl its +Ġtrou vé +åľĭ 家 +Ġrecord er +Ġdé part +ÙĪ ب +ĠK ry +Ġinteress ant +Ġeder im +ÅĽ wiad +il ateral +w right +Ġpour ra +ê ter +Ġcam el +á ŀ +Ġrapid ement +Ġme j +Ġstiff ness +AD AS +Ġdiff ers +Ġal ot +ĠS ig +ÑıÑĤ елÑĮ +Ġabstract ion +åľ ĺ +Ġke iner +gr upp +ĠSher lock +íĺ Ķ +Ġc ite +Ġover flow +Ġt ại +ú car +b ula +Ġconjun to +ĠC I +Ġmoder ator +Ġindirect ly +Ġalle ine +â Ĥ +ÑĪ иб +Ġб аб +Ġdan ach +Ġ19 39 +Ġpr omet +Ġdest inations +ĠIll ust +ικ ÏĮ +Ġsab es +Ġhe h +ĠGesetz ent +ĠM iz +ен ко +ĠM ys +Ð ¬ +ĠJuda ism +Ġmust ache +Ġst immt +ĠG aza +Ġvol te +Ġnu o +Ġm ón +ĠCom put +ู à¹Ī +ĠR adi +Ġexception ally +Ġassum es +éĸĭ å¿ĥ +ãģĪ ãģ° +in form +Ġshr ine +æĵ Ĭ +Ġimplic ation +ĠF itz +æ²Ĵ éĹľä¿Ĥ +! . +Ġl t +Ġall oy +Ġeth ic +Ġmonaster y +ìĭľ ì£ł +ica ção +Ġcoordin ating +ĠM oto +Ġover look +Ġcho is +Ġantibiot ic +ĠMin ne +ĠB J +ĠA pa +or ian +Ġsp illed +J am +Ġhus bands +Ġcre ations +Ġa ñ +üs sel +ĠìĿ´ì ļ© +Ġanaly se +r ose +Ġpunch ed +Ġpres que +Ġastron omy +Ġschwier ig +ĠEb ola +Ġc is +Ġac et +ĠF X +end re +ĠìĿĮ ìķħ +Ġweb page +Ġfre aked +Ġlat te +Ġì¿ ł +Ġë¨ ¸ë +N ever +G ra +íĻĶë ¥¼ +ey ed +Ġë°ľë Ŀ¼ +Ġesper a +Ġapare ce +ra ção +Ġdisrupt ive +ĠJo int +ur ous +re as +Ġquer ÃŃa +Ġdistrib utions +Ġexpon ent +ì¹ ĺ를 +Ġd l +z hou +ĠHe aring +å·® ä¸įå¤ļ +ĠC raw +Ġflo ats +oun ced +L ab +W orld +Ġbur dens +Ġauthor itarian +ĠB olt +Ġод нÑĥ +Ġpige on +Ġdistract ions +ĠHeraus forder +Ġz est +es c +Ġsh akes +at as +ĠÙħ Ø´ +hol es +Ġthink ers +al ta +Ġar che +ĠS uk +an ha +Ġtempt ing +Ġyou tuber +Ġv ì +Ġdz iaÅĤa +ĠVatic an +P ark +Ġsup ers +ĠNik ki +ëĬ IJë +or ang +ram ient +é ¬¼ +Ġê°ĸ ê³ł +Ġdessert s +Ġav ere +ĠGreg ory +Ġëĵ¤ìĸ´ì ĺ +Ġcost ing +ĠClin ic +Ġreb els +ĠM ob +Ġbun lar +ĠYour s +ert ime +Ġret ali +m ara +at us +all es +Ġд ÑĢ +Ġд иÑģ +Ġdiscount s +ĠGU Y +Ġкак ое +ĠExper iment +re ment +ĠXi ang +Ġb ate +W E +Ġspecial ize +Ġde ity +ĠL oki +m ag +ĠN it +W est +Ġmater nal +Ġqu is +åŁº æľ¬ +bro ken +Ġlas ers +Ġha kk +ĠAng els +Ġmaster y +ant is +T iffany +ee e +ç ij +ore m +Ġin acc +Ġjurisd ictions +ĠKard ash +æľ º +I l +ĠS inn +åĭķ çĶ» +Ġathlet ics +c ÄĻ +Ġlo osely +Ġdiet a +A g +Ġ? ? +ĠëĮĢ íijľ +Ġsuper v +Ġnut rit +Ġdr ifting +ĠìĦłìĥĿ ëĭĺ +Ġпон Ñıл +ĠVict ory +ÙĦ Ø© +×ķ׳ ×Ķ +Ġп иÑĪ +Ġsh aved +Ġmes ure +ond en +Ùĥ ر +Ġex ile +ĠDes de +ĠP interest +Ġattach ments +Ġh ombres +Ġfin es +ĠìĦ¸ ìĥģ +Ġsleep s +ĠT aco +ĠI RA +ri os +Ġo ll +et es +Ġun ut +fashion ed +Ġtre ball +ĠNear ly +ĠÑĢе алÑĮно +Ġch il +éĢ ± +ÄŁ a +ĠM EL +ros cop +ĠC G +Ġv enge +Ġdishwas her +al gic +Ġmod ifier +Ġemb assy +t imer +em ics +Ġintric ate +Ġev et +ĠëĮĢë °ķ +Ġis ot +Ġна ÑĥÑĩ +ĠQu iz +res o +δ Ïİ +Ġye lled +Ġfed er +ELL ER +Ġexceed ed +on as +ic ano +Ġжив оÑĤ +ĠMa o +ĠKaz uto +Ġ ãħĭãħĭãħĭãħĭ +Ġfront line +ĠHung arian +Ġüber all +aw at +Ġgri ps +i ções +arn ya +ĠÍ ¡ +Ġse id +Ġan ak +Ġacab ou +íķ ij +Ġnot orious +ĠGod zilla +Ġover coming +ĠP end +Ġol abilir +ül me +Ġer halten +ãĤī ãģĦ +ê· ¹ +ĠM eter +Ġsta an +O l +Ġch ats +ĠBu enos +ÃŃ ve +alu able +Ġstrateg ically +Ġcompr ised +ĠпеÑĢÑģон аж +Ġw ann +ĠC en +н иÑĤе +Ł ģ +ĠÑĤоб ой +i ad +ĠkardeÅŁ im +ĠCongress man +ream ing +h omme +Ġcommun aut +Ġalcohol ic +Ġpick led +Ġac ord +p osition +eg ól +Ġtrou bling +ĠMarch eg +Ġzum indest +Ġseam lessly +Ġol un +ĠTV s +ĠпÑĢакÑĤи ÑĩеÑģки +Ġback end +ãģĵãĤĵ ãģ«ãģ¡ãģ¯ +id able +Ġgad get +Ġfa ço +ĠMarcheg iani +Ġë° ¤ +Ġaccident al +ĠL P +Ġeld est +ĠAd miral +Ġn Äĥm +le ver +Ġpast el +Ġfond o +Con nie +Ġter cer +Ġp act +ĠMont e +Ġme ats +ĠS MS +ĠAustral ians +ç ¼ +Rh ett +Ġexact ement +Ġë¹ ¼ +ĠM OD +ç ¡ +ĠR apt +ĠNo ch +Ġab ort +ĠNav al +ĠFu ji +IN TER +Ġнов Ñĭй +Ġmiej sce +ĠIC U +ĠGrad uate +ĠGl en +ard i +ĠÈ ĺ +Ġsold er +Ġprofess ions +Ġorth og +om n +int rodu +ĠDen ise +ìŀIJë ¥¼ +Ġcorrespond ence +AM A +Ġinf lict +Ġf and +ĠG ü +ĠÑĩ еÑĤ +Ġtr aced +Ġpat ents +Ġamb ush +Ġlot ta +ff er +ĠW agner +Ġimp erson +Ġextr êmement +ÙĤ ت +cond uct +A tt +ĠM ueller +ĠAl icia +Ġcy c +Ġha cker +Ġt ys +Ġha il +Ġз аÑıв +Ġpas so +Ġì¶ Ķê°Ģ +ĠÎ Ī +Ġpack aged +ĠC ynthia +he et +ä¸Ń åĽ½ +ĠNiss an +ĠQuest o +é ¨ +d id +Ġμ ια +ĠEll is +ĠAnal ysis +ce mos +Ġas eg +ĠMy ster +ĠCa o +Ġtu v +ĠIndust ry +주 ê³ł +ot al +Ġpeque ño +br as +Ġcompreh end +ĠSim pson +ÑģÑĤв ие +ocr acy +иÑĩеÑģ ки +ĠM ush +ĠLaur ie +Ġtriang ular +ĠPres ents +ĠK unden +ç´ ¹ +æŃ ¦ +ĠIs s +ĠDe ck +á»ĥ n +ĠDark ness +Ġinflamm atory +eremi ah +Ġwar med +vey ard +ĠMem ory +et ty +Ġtax payers +ภĵ +Ø ¡ +Ġpract ise +ëĭ ¬ë +Ġdr illed +m Ã¼ÅŁ +log o +ĠF ach +¤ë ¡ľ +Ġübrig ens +Ġkon nten +Ġnormal mente +Ġarg ues +iling ual +°ë ¥¼ +eg al +Ġtrava ill +ov y +а ÑĤо +Ġr uth +ĠL ights +Ġconsist ed +×ijר ×Ļ×Ŀ +Ġstere otype +Ġpay er +ĠRe e +ĠAir bnb +Ġdr owned +ĠZ oe +Ġcan opy +Ġbar r +Ġн оÑĩ +Ġpag an +Ġj ars +Ġr ê +er ver +æĪ ¿ +ie ben +Ġes pect +ĠF i +Ġunw illing +Ġtechn ician +ặ t +m ember +ĠCan al +س Ùħ +Ġlie ber +Ġin ference +Ġhon oring +åij µ +ĠCamp aign +Ġline age +ĠSt ress +Ġvict ories +Ġde ja +× £ +ê tes +bl ick +Ġмен ее +oth s +ĠCou ple +J ason +ĠNic olas +ек Ñģ +l ib +Ġher ramient +Ġ×IJ ×ķ×ŀר +Ġвид им +mill imeter +Ġsil houette +Ġdrive way +Ġcher ish +ãħł ãħł +Ġrans om +Ġinter disciplinary +ĠPort al +Ġtra g +th ood +Ġted ious +Ġgloss y +Ġpré par +ĠC ay +ĠT ook +ĠBott om +Ġz ig +å « +åį ± +re presented +à¹Ģล ย +Ġdesar rollo +ìĦ ľë +Ġvis cos +Ġmill igram +ĠG und +Ġfer ment +d rum +Ġdraw ers +La ugh +Ġpel os +Ġpave ment +Ġmem oir +av ait +Ġ20 50 +¤ë ¥¼ +Ġraz ón +Ġflour ish +Ġst ern +ä¸ Ī +ĠCh ung +Ġser pent +ĠGentle men +羣çļĦ å¾Ī +k ook +Ġl ut +import e +p arent +Ġw sz +Ġsc ree +ĠMitar beiter +å· ´ +m ut +Ġìĸĺ 기를 +Ġsem ble +ĠO W +Ġinvestig ator +ĠCher yl +ĠG erald +Ġpr ere +Ġcomp ares +ny t +Ġdiferen ça +? - +Ġqu á +ר ×Ļ +S en +Ġhe ps +Ġgrat uit +Ġcons ort +ĠST OP +ĠProtest ant +Ġelectro de +â Ĺ +Ġsecure ly +иÑĩеÑģ кой +Ġt ää +Ġreg isters +ĠHeaven ly +og ly +iss ä +ĠPhys ics +ĠMer kel +Ġré v +éĻ ¢ +Ġer ased +ĠSac ramento +Ġcoff in +Ġex acer +Ġl anz +Ġpo ets +ul if +Ġì¹ ĺë +ĠN erd +ĠN CT +ĠH our +neh mer +ŀ ĺëıĦ +ĠPrin ci +S w +m ies +ar med +ĠBeat les +Ġpropag ation +Ġexch anged +Ġcum ulative +Ġì§ij ìĹIJ +Ġdefe ating +æĬ ± +b els +Ġw es +ĠOdys sey +ä½ł æĥ³ +av ior +ĠìľĦ ìĹIJ +Ġbr it +Ġhij o +D AY +ĠاÙĦت ÙĬ +ĠС еÑĢг +Ñĥ ка +eds iÄĻ +Ġimp os +Ġell as +Ġfire arms +ĠN R +Ġ×ij× IJ +ĠÐŁ ока +aw i +ĠìĦ± ê³µ +Ġpup ils +ĠT ack +Ġfr ase +ĠSh ip +Ġst ad +ä¸ ľ +ĠGreat er +un un +imm ung +gr own +ĠN XT +ĠAmeric as +f ox +Ġmant en +éłIJ åĤĻ +ĠÑģ ок +Ġr ikt +lect ric +de ep +Ġзна еÑĪÑĮ +Ġben ut +ĠInf rast +ĠEm ir +ĠоÑĤп ÑĢав +ĠKim chi +ĠFinn ish +´ìł ģ +ina ire +Ġo ike +æ¸ħ æ¥ļ +Ġhost age +ĠBut ton +ÙĤ ÙĬ +ek ing +ĠKaz akh +Ġcomfort ing +Ġso g +Ġgreet ed +g uitar +p ayer +Ġrel ational +Ġconstru ir +çī¹ åĪ¥ +op ian +ĠVol ume +iet h +ÑģÑĤв ом +ur rection +li ÅĽmy +Ġhem isphere +ĠBe an +IG N +Ġköt ü +ĠFall out +Ġbr ace +ç¹¼ çºĮ +ÏĢ ά +ĠH AS +Ġg é +Ġcharacter ize +ặ c +ĠMil ky +Ġtum ors +Ġn uit +ĠG az +ĠìŀĪ ëĭ¤ëĬĶ +Ġг аÑĢ +ess ment +ĠA be +Ġë½ ij +ĠEins atz +J IN +j ä +C ry +ĠProm ised +ĠÑģеÑĢ д +ok us +Ġscal able +ĠпоÑģмоÑĤÑĢ еÑĤÑĮ +ück lich +Ġreal ism +Ġmay o +Ġjuven ile +Ġhead lights +Ġgör Ã¼ÅŁ +ĠRe form +Ġhal ves +cz ne +Ġbreak up +że j +Ġr ätt +D ay +ĠìĿ¼ë ³¸ +Ġmu erte +Ġtun es +ĠSm ile +rec ord +Ġrecher che +atisf ied +Ġpo zi +Ġcelebr ations +ise xual +ĠRO B +third s +ĠF ortune +ĠÑĤ ой +Ġbrand ed +lo o +Ġd ud +Ġrandom ized +Ġcomb in +ä¸Ģ äºĽ +ier an +c zenia +į ãĥ« +Ġcur ator +Ġar tery +ĠÑĥ ÑĪ +ĠÑĩ иÑĤ +Ġsubsid ies +Ġbloss om +ĠTw ilight +Ġhy vä +ĠPom pe +ĠC isco +ĠÐŁÑĢ о +Ġbir i +Ġg ern +Ġre built +Ġw cze +Ġbenefic i +Ġdrum mer +Ġsol ids +Ġdi yorsun +ãģĤãĤĬãģĮãģ¨ãģĨãģĶãģĸ ãģĦãģ¾ãģĹãģŁ +l ated +Ġmud dy +Ġh olog +Ġcl aps +ĠR ings +ĠO key +ĠBra ve +Ġvalu ation +Ġmig rant +Ġinter mitt +Ġeig ene +ili ary +ãĥ¼ ãĥĪ +mark t +k r +ĠR ib +á»Ļ i +Ġaccus ations +Ġa rab +w ash +ĠBard zo +Ġu gh +est ers +oph ren +Ġaliment os +ĠU z +Ö Ĥ +Ġ6 50 +ĠпÑĢи еÑħ +F I +Ġsamp ai +Ġparl é +hes ion +Ġs ır +Ġapparat us +Ġcor related +ĠPrincip al +Ġcor r +ĠOffic ial +иÑĩеÑģ кие +Ġtermin als +Sh ould +Ġvac un +Ġst ellt +Ġmo oi +etz ung +Ġк ÑĢа +Ġda i +Ġп ож +Te am +ĠP PE +ĠÐŀ Ñģ +ĠLe ah +ĠI vy +y st +Ġuh hh +Ġnight time +Ġtrend y +Ġsec urities +Ġcontin ents +Ġfirst hand +ĠVer on +ĠëĤ ® +Ġbrows ing +ĠC ada +t ro +Ġtr amp +re ib +Ġerst mal +irl er +Ġps ic +Ġget ir +ĠN P +Ġdzie ci +об ÑĢаз +Ġmagic ian +Ġscrut iny +Ġsl ab +ĠO T +ist y +ir ies +ore st +Ġtask ed +Ġmor ally +ìķ¼ ì§Ģ +ust ered +Ġfool s +Ġir respons +Ġein f +Ġvi á»ĩc +Ġsc or +Ġpill ows +ĠG egen +Ġtut te +Ġquarter ly +Ġdid nt +ĠG ym +ĠE ther +ĠØ « +лиÑĪ ком +Ġsign aling +ĠN ode +ĠDonc s +Ġy ah +ĠKan al +Ġf ading +et in +Ġinfluen cers +Ġmed als +Ġengine ered +Ġfer mented +ê²ł ì§Ģë§Į +ĠBeet hoven +×ŀ× © +inent al +ĠìķĮë ł¤ +üt fen +al nya +Ġo vere +Ġden kt +ак ÑĤеÑĢ +Ġâ ĺ +Ġneces it +Ġgener ators +gr ass +Ġпод Ñĥм +lie ÃŁen +B ar +ľë ıĻ +ĠдеÑĤ ей +Ġsuck ing +Ġsten cil +Ġprim o +ĠBreat h +st rom +Ġimmens ely +Ġapp reh +ìłķ ìĿ´ +P op +Ġj ong +ĠGi ul +ĠAD HD +Ġhö ren +Ġe lo +iv ent +Ġr us +Ġoutrage ous +Ġmaster ed +Ġì» ¤ +ÙĪ Ùģ +ip es +ĠRud y +Jac ob +Ġbull ish +Ġt apped +Ġfa ud +iz ophren +ĠÑģо Ñħ +ĠDar ling +Ġ196 3 +ĠPre vention +² Ķ +Ġabdom inal +st ones +Ġav aient +á»ķ i +m ake +Ġs are +ĠInst ant +к ам +Ġkeep er +Ġblank ets +ãģ§ ãģĹãĤĩãģĨ +Ġswe ats +ĠMinne apolis +åħ¨ éĥ¨ +Ġgen ommen +Ġfast en +ĠBrus sels +åij ¼ +Ġcaf eter +Ġabsor bing +Ġha go +ĠEl mo +Ġgust o +ĠY ap +M úsica +Ġt ert +Ġband a +Ġm ily +Ġthere after +ĠStock holm +ĠC arson +Ġcalib ration +ava ÅŁ +ans a +ik ke +Ġfore see +Ġqual che +Ġdest e +æ ¤ +ün üz +Ġfor ge +D is +est en +Ġδ ια +Ġenca ps +ĠGes pr +Ġcher cher +ick ets +ÑĤоÑĢ Ñĭ +C r +ĠТак же +Ġrabb its +ĠD ot +he iten +Ġcaus al +ĠF oster +ajÄħ c +Ġbere it +Ġayud ar +é« Ļ +ãģ ³ +s ong +com b +Ġfr inge +Ġcyber security +Ġëľ ¨ +Ġk ier +Ġbesch äft +Ġкон ÑĨе +Ġfacil it +ĠNam en +Ġbil ateral +t x +ĠW issenschaft +Ġnu ances +Ġr ipping +Ġf y +ĠSicher heit +ĠGh ana +ol on +Ġto pped +ĠMoroc co +Ġrad ial +ĠL EE +ĠAndre as +ed d +ĠìĹ ´ë +ĠAirl ines +ãģĵ ãĤį +Ġval ores +ê· ľ +H y +Ġзад аÑĩ +ĠKend all +ĠÑħ аÑĢ +ĠV amp +Ġpy thon +Ġmanage able +ĠG ente +o ise +ici ary +Ġimp oss +ĠBun ny +iest a +And rew +Ġser t +ĠC ec +zz arella +Ġautom obile +ĠT iere +all ows +åĨ Ĩ +Ġë° Ģ +ĠSc orp +ĠJ elly +ag ara +ĠSt retch +Ġrede f +Ġexacer b +ĠS HA +é f +ors a +Ġflaw ed +ĠNo el +?! ? +Ġpro cent +Ġmen stru +ĠпÑĢо Ñĩ +Ġinf ants +ðŁİ µ +pa use +ĠR acing +Ġ194 8 +Ġsuper intendent +id ores +id y +bra him +Ġunl ucky +Ġper k +an ci +Ġë§Įë Ĥĺ +ĠÐľÐ¾Ñģ кв +Ġfin ans +Ġdiferen cia +łĪ ìĿ´ +éħ į +OR Y +ĠT ac +ÛĮ ا +Ġdes em +Ġваж но +ĠJ U +ĠìŀĪ ìŀĸìķĦìļĶ +ĠÎ Ŀ +Ġinform ations +ĠH EL +h st +Ġпог овоÑĢ +Ġvo iture +Ġre us +änd ig +ĠпоÑħ ож +j ing +Ġd ru +alt ra +Ġprodu its +Ġk ite +Ġeye ball +ĠB elt +ĠRestaur ant +Ġg amb +Ġpor ridge +it ters +Ġconver ts +Ġyard ım +Ġmáxim o +w irtschaft +Ġíķĺë Ĥĺë +Ġì¤ Ģ +Ġice berg +Ġvor bei +Ġ25 6 +ocr atic +Ġreck less +on ner +Ġm ús +Ġlog ically +ĠPr ison +ĠNet z +Ġvac ant +Ġn immt +ĠH ARR +Ġз ов +ĠDe e +ring e +ni est +ĠR ules +ìĬ¤ë Ł½ +cuss ions +Ġfl oral +Ġconstra ined +Ġdifferent iation +ĠQue bec +ĠÛģ ÛĮÚº +Ġpúblic a +it el +Ġaccommod ations +ĠGr ü +í ľ +Ġpick les +иÑĩеÑģ киÑħ +Ġcomm issions +ĠBa ek +Ġçoc uÄŁ +ĠMed ium +Ġperiod ically +Ġwonder fully +Ġstaff ing +ìĽ IJë +ri re +f le +ĠMc L +ĠÑĤ еп +ĠпеÑĢ ек +н олог +Ġíģ¬ ê²Į +çĻ¼ çı¾ +Ġprosper ous +ĠSpirit ual +ĠCh ick +DI A +ĠÐŁÑĢ ивеÑĤ +Ġper ÃŃ +ÑĮ ÑİÑĤ +Ġconsult ants +ĠEar l +ä»Ĭ å¹´ +Ġru ining +оÑĢ е +Ġpens er +Ġtak iej +Ġstrength ened +ĠLiqu id +он еÑĨ +ав аÑĤÑĮ +Ġcam er +Ġdisagre ement +Ġbat hing +ĠY osh +a al +pre chen +RIS ADAS +Ġsuper star +æģ Ń +лÑı ÑĤÑĮ +Ġn ib +ĠTh erm +ĠDAN IEL +Ġp aw +Ġliqu ids +Ġcapac it +ark en +Ġvag ina +Ġm ashed +Ġemer ges +ys cy +Ġun related +ĠGu ild +Ġin verted +it ives +T ra +Ġbe gr +Ġal te +ì§ ķ +ãĤģ ãģ¦ +ĠÑĢазÑĢ абоÑĤ +f inder +Ġдал ее +Ġблаг одаÑĢ +walk er +Ġcr ater +ass adors +ren ces +ins ki +ĠK IM +ĠEll iot +20 17 +ĠS r +ink a +ano v +Ġìŀĺë ª» +Ġpropriet ary +display style +ĠÑģ им +Ġиз б +ĠPan el +Ġinstinct s +ĠCommun ications +éº » +mid t +Ġë§Įëĵ¤ ìĸ´ +ĠÑģл ова +ĠGil bert +缮 åīį +Т ак +voor beeld +е ÑİÑģÑĮ +ary n +que z +Ġd art +Ñĸ ÑĪ +ĠH ut +S al +Ġs outheast +Ġpestic ides +Ġhelicop ters +Ġend ured +i ada +Ġbre wing +ìĹ ¬ë +ĠÑģв обод +ĠS aints +ĠFr ançais +ĠEconom ics +Ġdis loc +oph obia +C amer +Ġnegoti ated +ĠÑģÑĤ али +ìĬ¤í ģ +og ie +Ġtsun ami +Ġpeel ed +Ġmotiv ations +è¨ Ń +ost at +fl an +ĠD AC +Ġk av +' RE +ĠPe arson +b be +c zenie +Ġaten ção +íĨµ ëł¹ +ãģ£ ãģ¡ +ĠÑĥд аÑĢ +Ġintrodu ctory +ĠI ci +ë ĮĢë +ak at +Ġt rench +Ġproceed ed +ĠCo in +Ġdere cho +ĠRed e +æ¯ Ľ +ан нÑĭй +Ġincarcer ated +ĠRich mond +R ock +ĠP av +ĠKar ma +ug es +Ġconte ú +ë ¹Ħ +Ġê·¸ë §Į +ĠG one +Ġwsp óÅĤ +ĠRah men +un ken +Ġì¤ijìļĶ íķľ +Ġi b +Ġatt aching +H ay +Ġsu ka +ìį ¹ +Ġpivot al +ĠRes pect +ÃŃ da +I B +ĠVer antwort +w iet +Ġforens ic +ÑĢи ÑģÑĤ +ĠпÑĢинÑĨип е +Ġmark ings +Ġk ettle +ĠOper a +ĠDo ctors +Ġshred ded +Ġrec uer +Ġvig il +ĠF ail +Ġentre v +Ġд ÑĥÑĪ +Ġout breaks +èµ° åIJ§ +ĠÏĢ ο +Ġro gue +ang led +Ġyear ly +ĠCre ed +Ġw am +Ġlot us +ê³ ¼ë +ãĢģ ãĢģ +ĠSp it +ĠIt u +Ġstra ins +Ġstamp ed +Ġpl aint +Ġpot ion +Ġconsolid ation +è© ķ +оÑĩ кÑĥ +Ġvlog ging +Ġsl ate +ĠAu ft +ĠInc or +ừ ng +§ IJ +en h +Ġhe iÃŁ +Ġdom est +ĠSt rom +åį ³ +ak is +Ġfra gen +Ġfin er +ĠS ug +Ġup hill +Ġé én +âĢ¦ ) +ĠÑģ оп +ĠCore y +Ġsie bie +Ġm use +Ġclo ves +Ġp ous +ĠFin anz +ĠR oute +am at +Ġmut ually +ĠвнÑĥÑĤ ÑĢи +ĠSel ena +ë Ķ +ĠGa ussian +ë ¶ĢíĦ° +Ġ×ij× Ľ +Ġej erc +å¾ ® +ke a +ĠG erry +ĠS ic +大 çļĦ +Ġ196 6 +ies e +Ġfoss ils +Ġest ad +ĠK ane +ci Äĩ +Ġìľł íĬľë +Ġп ам +ĠCru ise +int érieur +Ġbe kannt +ĠP ode +Ġdem ander +R em +Ġinv ade +Ġdecor ating +rop ic +Ġcow boy +ĠPh oto +opol it +Ġì»¬ë Ł¬ë +Ġre ap +Ġhand writing +à¹Ħ ร +Ġë ļ +Ġب عد +ĠM t +Ù Ģ +Ġspaces hip +Ġnational ism +Ġcouncil s +ĠGriff in +ĠAh med +Ġcl ich +ĠO L +w l +ĠPil ot +å® ® +Ġacron ym +Ġg els +Ġelectro ly +è ĵ +Ġм ной +Ġepis od +ĠDies es +ĠAT P +Ġed iyorum +Ġexpress es +Ġexhib its +C omm +Ġк ÑĢÑĥп +Ġmat ar +Ġ20 25 +ĠArt em +vas ive +r Ãł +Ġbe ÅŁ +é» ĥ +Ġliz ard +Ġfill e +Ġì§ Ī문 +Ġмо Ñī +Ġt ür +Ġcul prit +Ġwo ven +ĠAN Y +n im +Ġt ay +Ġprom in +Ġacom pa +Ġid é +Ġbo iler +ĠThe men +Ġaven ue +ĠM ud +Ġнов Ñĭе +Ġwitness ing +Ġl ance +ĠCH AN +ĠBe ver +ت Ùħ +Ġchem otherapy +K ing +ĠbÄĻd ÄĻ +Ġat ual +Ġt ive +Ġtalk in +Ġqued ar +ie ÃŁ +ed el +Ġìĸ´ì łľ +Ġjog ar +Ġö r +Ġundert aking +ĠStre ngth +Ġmil hões +ĠW ine +ĠM olt +è® ² +ãģij ãĤĮ +Ġunderm ine +ĠArch ives +v ana +mer cial +M C +Ġcast e +п ÑĢ +Ġlegisl ators +ul ators +ên io +Ġëį °ë +ĠÑħоÑĤ иÑĤе +Ġн ек +Ġs urn +Ġcons ci +ĠP OW +Ġcul inary +ĠK AT +ĠFol ks +Ñĭв аем +Ġв ок +ãģij ãĤĭ +s ervice +pt s +Ġпоб ед +æĺ¯ åķĬ +Ġt ents +Ġn ord +ST E +Ġrepublic an +Ġwy k +Ġmin ions +èĻ ķ +Ġmem ang +j est +Ġcompar ative +Ġty le +car bon +bed ingt +ks en +Ġneg ativity +Ġsjäl v +Ġd ú +æīĢ æľī +Ġrec alled +c ra +ĠT ada +ĠÑĢÑĥ ки +ĠопÑĢед ел +Ġproc rast +Ġjog os +ĠO o +ĠHe arts +Ġé ch +Ġksi Äħż +Ġco arse +ĠT ube +ĠG reens +Ġé n +Ġdumb bell +ĠÑĤ и +Ġquer er +ا ØŃ +Ïĥ ει +ĠпÑĢав илÑĮно +Ġп ап +Ġcomp ra +Ġt ér +ĠAnt es +Ġoptim um +Ġbisc uit +κ ι +acz ego +Ġìĭľê°Ħ ìĿ´ +ĠMar ines +ver o +Ġvacc inations +Ġpet ty +rit ers +Ġа л +count ry +Ġcoun ters +Ġattend ant +ĠH ui +ãģ¨ãģĦãģĨãģĵãģ¨ ãģ§ +ck a +ÑģÑĤвен нÑĭй +gu y +Ġtrick ed +ĠR ED +Ġthr illing +ÏĢο ι +Ġpig gy +Ġan unci +OR TER +ĠVal ue +Ġr ond +ĠA DA +Ġpos er +h ores +ĠR oland +ĵ ¯ +Ġno ir +Ġש ×IJ× +ë° ľ +iem and +ĠпоÑĤ еÑĢ +ê³ ³ +Ġê± ± +Ġformat ting +ĠL ed +è§Ģ çľ¾ +Ġkill ers +ĠÄij ấy +Ġha ar +ag ain +! > [ +min ster +Ġв ли +Ġident ifier +ĠLamb da +Ġtr os +Ġflaw less +Ġdetriment al +Ġbun ları +W ar +Ġreg ião +羣çļĦ æĺ¯ +ĠB ike +cess ors +Ġc ùng +ĠR N +Ġê½ ĥ +Ġküç ük +ĠBegin ning +íĺ ¸ë +Ġge we +Ġden ote +ĠAlber to +Ġprob iot +Ġo de +Ġmol ar +Ġburst ing +ass umed +Ġfoot prints +ved a +Ġstero ids +Ġfl aming +ĠE ller +Ġerk ennen +ät zen +Ġlife cycle +ĠD OU +ĠK arena +ĠGuer ra +è¿ĺ æĺ¯ +Ġsin ister +Ġpod éis +Ġpar ab +Ġok o +Ġmat éri +Ġcar ic +son aro +Ġpratic amente +ÑĥÑģ а +Ġcomun que +Ġvig ilant +Ġreg imes +ĠShoot ing +Ġra ids +ĠN ora +ĠW ieder +m ens +ĠÑģ од +Ġê²½ìļ° ìĹIJëĬĶ +Ġв Ñħод +Ġaut obi +ĠS chn +ĠRob bie +ĠF itness +Ġкон ÑĦ +Ġpeng uin +моÑĤÑĢ Ñı +Ġми ним +play s +Ġdeleg ates +M er +Ġsist em +ĠMicha els +m ale +ا ع +Ġcá ch +ĠH ä +Ġ×Ļ ×ķ×ĵ×¢ +Ġsuper power +Ġstr on +Ġro ver +Ġdé pend +éĻ ³ +Ġret iring +Ġvamp ires +Ġmer de +ĠCh anging +Ġt ame +Ġspokes person +Ġc ay +Ġfl irting +ĠGr ö +Ġw är +Ġwy b +Ġcoe ur +ạ nh +ĠìĻĢ ìĦľ +Ġconna is +ĠHundred s +ĠBe a +Ġα ÏĢ +pr uch +Ġsocied ade +ĠWh ilst +ĠK ait +esp ace +Ġch ia +ĠEr m +Ġë°Ķ ê¿ +Ġf ences +ĠM ortal +ê² ģ +Ġг ÑĢаÑĦ +ĠHom eland +ĠJ UN +is st +Ġpar lar +Ġsport y +é o +Ġdeep en +ĠBeh avior +éĢ ı +åĵĪåĵĪ åĵĪ +Ġer rand +Ġrot ary +ĠWell ington +W ind +Ġmes ela +ả ng +iend e +Ġex cell +ĠGen ius +ĠEdu ardo +æľī 人 +ĠÅŁ unu +ĠÄ° stanbul +Ġprod uto +Ġ ãħİãħİ +O FF +Ġwoll t +çĪ Ĩ +Ġëī´ì Ĭ¤ +Ġl ass +Ġher tz +Ġar omatic +Ġзв он +Ġaut oc +ĠL ust +Ġ11 2 +ĠÎ Ĺ +Ġreview ers +Ġrecept ive +å°į äºĨ +â nd +og lo +ĠìķĦëĭ Ļ +Ġn go +Ñĸ ÑĤи +Ã¥ t +con o +Ġtek rar +Ġ주 ê³ł +Ġgel miÅŁ +Ġbed time +ĠAr gh +AD A +ĠгоÑĢод а +ĠÄ ĩ +Ġall iances +g iggling +Ġyer de +Ġsp ies +Ġg utes +ç i +Ġallt id +ĠL ah +ŀ IJë +Ġdo kÅĤad +ÙĪ ÙĬ +Ġtoxic ity +Ġcancell ation +Ġ195 8 +d ro +Ġìŀij ìĿĢ +ĠMotor ola +Ġmult in +Ġenthusi asts +ĠM ighty +ĠCoc onut +: ãĢĮ +ĠPict ures +Ġsang re +Ġbl inking +ol esome +ĠìĬ¤íĥĢ ìĿ¼ +F P +Ġboom ing +ĠдеÑģÑı ÑĤ +Ġr atchet +Ġtim elines +len ess +Ġc ages +ĠGood night +omet imes +Ġc unning +ĠR isk +ul ed +d ade +Ġpr ata +Ġgust arÃŃa +am us +ĠJin ping +Ġest rut +Ġdescob rir +ĠM Äģ +ĠAll an +Ġ åĪĨ +Ġ×ľ× § +Ġpres erv +ĠStraw berry +Ä ı +L u +Ġk ro +ĠRep orts +ìħĶ ìķ¼ +Ġval t +Ġpouv ait +Ġapp ar +ĠB one +Ġprefer ably +ĠRep ública +å°± åĪ° +Ġher zlich +Ġchim ney +Ġç ev +Ġvis as +Ġver r +Ġcultiv ation +ĠArmen ia +Ġвд ÑĢÑĥг +Ġcock ro +retch ed +art z +ĠлÑİд Ñıм +ĠpolÃŃt icas +ĠP anz +ĠA KA +ĠëĪ Į룬 +Ġer ro +Ġcam per +Ġ10 2 +ठ¸ +d one +Ġho ard +ĠÐŁÐ¾ÑĤ ом +je ong +Ġdest a +p ak +Ġin im +Ġgrow ers +ĠMess age +Ġele ctor +eng age +ĠFor bes +ĠCincinn ati +Ġdiffé rence +d f +Ġsp ar +Ġawait s +ĠUSS R +ĠR ising +ĠHo ÅŁ +Ġfoot ing +Ġcond iciones +ÑĤоÑĢ ов +Ġclin ician +ĠDisk uss +å£ ĵ +ר ×Ĵ +× ¥ +ite it +g ren +Ġchar isma +Ġle uke +Ġirrit ating +Ġcir ca +ĠRhod es +Ġp ior +Ġhandic ap +roy able +Ġv ull +O G +Ġin ÃŃcio +ier i +Ġspl ashing +Ġdem ise +Ġassist ir +Ñĩ ÑĤо +Ġcover t +ĠG ud +ภī +kl är +ĠìŀIJ 꾸 +Ġver ändert +ĠR EM +ĠCon ven +at ge +Ġpierws ze +Ġcler gy +ling ton +l iv +V PN +ĠÑģ ожал +ĠH ate +ãģ¨ ãģĵãĤį +ÏĨ ο +ĠResp ons +оз д +Ġet mek +Ġchem in +Ùħ Ø© +Ġê°Ģ 족 +T re +Ġum as +ĠBur ton +Ġpatri arch +ĠSmithson ian +¥ ĺ +M oon +A ir +Ġmed ios +Ġer aser +Ġwoll ten +Ġpare il +ĠBill ie +æĬ ½ +еÑĢÑĤ в +Ġparl ament +Ġag ony +ĠQU E +sequ ently +An other +ĠWh ew +ĠAnn ual +Ġse ben +ìĥģ ìĿĦ +val ues +ŀľë §Į +Ġsin on +ere al +ĠEn light +ĠChem istry +ĠCatal unya +Ġdoct r +ant on +Ġst uk +ĠPl ate +ĠKardash ian +Ġfil os +ĠW et +Ġпоп ÑĭÑĤ +Ġunknown s +ĠSch on +ĠBald win +Ġtelescop es +ĠG ucci +ox ide +ĠConserv ative +ìĦ± ìĿĦ +Ġhina us +P ower +Ġê±´ ê°ķ +Ġprev ail +orm an +m achine +Ġ194 6 +Ġun bel +Ġsch aut +Ġp iel +e enth +Ġobject ively +Ġch akra +aud io +Ġch icos +ĠV ault +å° Ī +Ġmedic inal +ĠT ail +Wh ile +Ġas phalt +Ġfro ze +ĠE K +unch ing +n osis +20 15 +ĠG ri +Ġodd ly +ĠM är +ĠA eg +c olo +P ar +Ġëĵ¤ ìĸ´ë +Ġv inden +ĠO VER +Ġ iced +Ġsc orp +Ġha c +qual ified +ĠÑĥвид еÑĤÑĮ +erm o +H EN +Ġso i +Ġmulti ples +Ġlay outs +Ġblind ness +ĠB owser +Ġпод ÑĤ +ĠÃ İ +vention al +Ġm ata +mad ı +Ġge ez +Ġcad ence +Ġważ ne +ĠChrist ie +ven ge +C all +Ġturn around +Ġblo b +ĠЯ к +ĠVoice over +Ġper il +ĠJa ime +ĠH OY +l ane +Ġse bel +ĠDu o +ĠHistor ical +Ġd ni +Ġg ema +y k +Ġsab em +ắ ng +Ġv ars +ĠRon nie +ĠRon aldo +ĠPer què +ns inn +h air +Ġrelent less +Ġl yn +Ġtravel er +æĢİ麼 äºĨ +n ine +Ġant im +Ġì¼ Ģ +Ġsnow ball +ĠÑħаÑĢ акÑĤеÑĢ +Ġintern s +Ġconstitu ency +ĠÐĿ ам +׾ ׾ +V EL +Ġvikt igt +Ġap oyo +ÙĦ ب +Ġj ard +Ġheight ened +ÑĢо ÑģÑĤ +ĠSM ITH +Ġдел а +Ġrepair ing +Ġr igt +ĠShe ikh +ĠBrit ney +Ġevery time +Ġadvent urous +oc key +er nt +Ġat aque +ĠAltern atively +e ffect +Ġpalav ras +ĠElli ott +Ġréuss i +Ġhypert ension +ĠMan ual +Ġproph etic +Ġhand c +ÑĮ е +Ġref rain +ĠSqu id +ìŀ ¡ +Ġком ан +äll en +Ġlleg ó +Ġbas h +ion y +ĠÑģк лад +Ġк аб +Ġcare less +ĠP ool +Ġtr ás +Ġfil s +ĠSch r +Ġsp rawd +ĠMon aten +Ġunfor gettable +ĠCott on +Ġinconven ient +ĠR X +or is +Ġhum bled +ת ×Ĺ +ĠØ¢ Ù¾ +Ġincre ÃŃ +ĠKomment are +èĪ Ĵ +r ación +Ġv antage +ĠSe al +ĠìĿ´ 거를 +Ġjou e +ãģĿãģĨ ãģ§ãģĻãģŃ +Ġìĺ¤ë ŀĺ +ĠиÑģп ÑĭÑĤ +ob en +Ġgr ate +Ġcontro le +ĠPer cy +ÅĤ ada +Ġsimult aneous +Ġprot oty +ĠgroÃŁ er +Ġbew usst +iniz i +Ġpass ieren +ĠHapp iness +åī ĩ +sh i +ge ht +Ġstation ed +ĠErgeb nis +Ġdirect amente +Ġsurv ives +Ġperson es +BER G +Ġvom iting +Ġconhe cer +Ġad jour +ĠCiv ic +pe i +bur st +Ġëĭ¤ ëĭĪ +é ı +Ġsl ed +Ġplataform a +ĠS ect +ĠDe fin +çĻ» éĮ² +én om +chn et +Ġprofit ability +Ġerre icht +á»ı i +c ation +Ġì§Ģ ê¸ +Ġperd re +Ġfel ony +Ġ195 7 +æĪij å¾Ī +Ġunsuccess ful +Ġnag yon +Ġelastic ity +Ġfac ade +Ġearth ly +ĠамеÑĢик ан +Ġcon n +c la +D u +Ġpolit iques +Ġhal o +iant es +Ġмо ей +ãĥ³ ãĥī +ton es +el ier +è® ļ +ht aking +Ġwicht ige +Ġan no +ĠL ok +ill ions +Ġv iver +Ġsol chen +Ġsu f +ĠSal z +ĠN vidia +z uge +ĠSp ike +V ideo +Ġtw or +ĠA la +èij ī +Ġh anya +ĠAd m +ìĿ µ +ĠPatient en +ĠOn ion +ĠKo be +ĠSc ene +ĠR ash +æ¨ Ļ +ÑĢа ÑģÑĤ +ist ani +Gen eral +le ye +imb ap +Ġconce aled +ĠFr idays +ĠW ool +Ġнов ÑĭÑħ +Ø´ ر +Ġê²° ê³¼ +Ġjed och +´ìĭ ľ +ĵ¤ ëıĦ +Ġìŀ¥ ëĤľ +uk t +L ou +Ġ먹 ìĸ´ +ĠEx pect +Ġдом ой +Ġirrespons ible +Ġac erca +ĠZ ust +ר ×ĺ +U I +Ġyout ubers +ĠPos itive +Ġsoci oe +Ġsn atch +èĥ Į +Ġrefresh ed +Ġnom inations +ĠP att +Ġobsol ete +Ġdem iÅŁ +åı ¤ +orm uÅŁ +ĠìĨĶì§ģ íŀĪ +Ġf la +Ġcra ziest +ĠZ ie +ĠT ú +z ep +ic em +Ġë©ĭ ìŀĪ +Ġcyn ical +ãģĿ ãĤĵãģª +Ġt resp +Ġcra z +Õ¥ Õ +Ġne lle +Ġm ph +ĠN ered +ĠK ob +ĠE ck +¨¸ ëĭĪ +J an +ĠТ огда +Ġde ci +ĠV og +Ġbubb ling +éĢ Ģ +ú a +Ġproduct os +iber al +Ġrepl icated +ĠImp rove +ill ary +C ha +Ġré du +ĥIJ íķĺë©´ +Ġcon not +ĠK rit +ĠдÑĥÑħ ов +Ġtread mill +ĠP W +Ġзов ÑĥÑĤ +Ġcl ams +Ġdra fting +Ġ195 6 +un ta +Ġexpend itures +ĠHoo ver +W OO +ÑĪе е +Ġded uction +mon ary +Ġreci b +Ġpo vo +Ġëį Ķë +ĠP AL +ĠBl ow +Ġwy p +Ġdest ac +de al +Gra eme +Ġnécess aire +Ġdamn ed +Ġ19 38 +Ġìĭ¤ ìłľë¡ľ +Ġtro op +Ġinsight ful +ĠT J +ĠоÑģ в +Ġf idelity +ĠSk ip +ĠMay o +ë§ Ŀ +app e +Ġbl as +ĠW Y +ĠG N +ct ar +S u +Ġcu ent +he ws +Ġcorps es +A bs +Ġwaste water +Ġc iek +ĠOn u +Ġexplos ives +Ġar ma +ĠSTEP HAN +polit ik +ĠOs aka +ta ÅĤ +Ġyap ıyor +Ġiz quier +Ġbele za +ĠWy att +åIJ ¸ +Ġsu k +Ġspec jal +Ġdan ke +wh istle +ĠfÃŃs ica +ĠHar riet +ĠìķĦ íĮĮ +Ġwill kommen +ip ing +ĠÑģмоÑĤÑĢ иÑĤе +Ġмож еÑĪÑĮ +Ġinacc urate +Ġarrog ance +ĠRem o +γ ά +ass ed +Ġdeliver ies +Ġst inky +ĠпеÑĢ еж +j ay +Ġtrans itional +Ġr ere +ĠNGO s +ĠAT M +Ø® ت +i ology +Ġв лад +Ġsch me +ĠSh ine +ìķ ¡ +p ants +Ġser ge +Ġsen hor +Ġab duct +ĠBry ant +V ES +Ġawak ened +ĠL az +rop olis +ĠLa o +è¾Ľ èĭ¦ +Ġvill a +Ġsumm ers +Ġent hal +Ġ194 9 +V ia +Ġìĸ´ì ¨ +Ġtend on +Ġviol et +Ġintellect ually +Ġboun ced +ara us +Ġ19 19 +Ġvra ag +Ġsp el +ĠSch war +Sc ott +ĠInd o +Ġë§ Ŀ +Ġcanon ical +ĠI KE +Ġthat ÃŃs +Ġme llan +æ¯ Ĵ +ig mat +C ould +... ?) +Ġfo arte +ĠKum ar +rend o +Ġél é +à ´ +val uation +c ases +Ġintuit ively +h ong +ett ed +Ġsou ven +Ġmor b +Ġc ors +ĠN V +ĠHas an +æĥħ åĨµ +ie ved +Ġì§Ģê¸Ī ìĿĢ +Ġdum pling +Ġcontr ôle +Ġambigu ity +æ©Ł æľĥ +Ġco g +ĠScript ures +Ġc ai +Ġbe ver +大家 éĥ½ +Ġhu is +Ġa ime +Ġerkl ären +ĠL M +ĠF ey +éļ ¾ +à®± த +Ġsuper vised +Ġje we +s pl +ĠÑĨенÑĤ ÑĢ +Ġcoll isions +ÙĦ Ùģ +ĠHog warts +ĠDur ham +×ķ× £ +Ġphosph ate +Ġoverse e +Ġinspect ions +Ġbr inc +ĠZ ak +Ġpay off +Ġch aud +ĠHung er +ã os +v ir +Ġf iance +Ġb oug +l ived +c ry +åĽŀ ä¾Ĩ +Ġjoint ly +Ġgirl friends +ĠNe xus +¦¬ ê²łìĬµëĭĪëĭ¤ +ĠK wang +åĵĪ åĽī +å§ ij +ÅĤ ÄĻ +ĠN eden +ie ce +Ġins erting +æŁ ĵ +ĠM ummy +ĠGlo be +Ġle e +Ġg erman +Ġcre ams +ach o +Ġch Æ°a +ĠGal ile +Ġfür s +Ġest iver +c idos +Christ ian +Ġlors qu +Ġcut est +v ale +ĠкÑĢ еп +Ġw ary +Ġslic ing +Ġesper ando +ĠV ander +ĠDe ixa +Ġ195 4 +Ġmów iÄħ +Ñĸ ÑĶ +Ġtool ing +Ġrest or +Ġpos ición +Ġintent ar +ĠAp ache +OU L +ĠÙĪ ب +Ġmat ière +ãĥ¼ ãĤĵ +Ġl inen +Ġestrat ég +ĠMut ta +é¡ ¯ +è¡Į äºĨ +Ġpart ing +Ġminim izing +Ġapp rendre +æľ Ŀ +Ġан глий +ĠDo o +ĠFire fox +c ómo +Ġge opolit +Ġmak an +Ġmog elijk +ĠÏĢε Ïģι +Ġcá» © +Ġinstall er +Ġdib uj +ĠHe ath +lo op +ĠBro ken +HY UN +sh elf +Ġf izer +Ġenh ances +ä¾ĭ ãģĪãģ° +Ġдо ÑģÑĤи +ĠP UB +ĠKolleg in +Ġatt ained +Ä ¾ +Ġmist ress +ĠOft entimes +×ŀ ×Ļ×Ŀ +Ġbe we +ĠS ora +ra uen +ba um +Ġroll ers +Ġm ering +ĠP AC +Ġн Ñĸ +ĠRép ublique +ĠÑĤ ÑĢав +ĠV anguard +uc iones +Ġ무ë ĮĢ +Ġg our +¯ ¤ +ĠÏ ī +Ġsa una +Ġpe ine +ĠVal erie +ĠS ikh +fend imiz +ber o +ĠÑĩ и +Ġdo ÅĽwiad +ĠE uros +Ġcomment aires +Ġtwe aks +ĠF aster +ĠÑĢаÑģ к +Ġprogress ively +ĠE uch +bor o +ĠIng red +C ap +Ġun check +Ġìĺ¤ë ¥¸ +Ġw re +ĠF T +ör ung +Ġmemor ized +ĠD inner +ĠP hew +ou bl +Ġput a +Ġadm its +ез де +op od +Ġpand a +Ġhing es +ci pe +Ġtrans act +Ġpod ia +Ġp ics +Ġcriter ion +ĠOrchest ra +ĠBl og +Ġsolem n +ĠPix ar +Th ree +Ġв низ +ĠVol unte +ĠSav age +ĠPV C +ĠC af +Ġwy kon +Ġgrad ers +Ġcr ouch +Ġcl iche +Ġsoy beans +ĠM UR +ĠGonz alez +ĠM imi +ĠBol sonaro +Ġdi aphrag +Ġbil ang +ëIJĺ ëĬĶ +éĤ£ æĪijåĢij +Ġregul ating +M c +J udge +Ġн ож +Ġjak Äħ +ites se +ĠW ij +Ġl ata +gro aning +POS ING +Ġ×IJ×ķת ×ķ +Ġha ga +Ġground ing +Ġviol ently +Ġt ills +Ġeng ag +ĠHo llow +Ġпоп ÑĥлÑıÑĢ +Ġw prowad +Ġrepl aces +Ġfluores cent +urg ical +igg ly +ĠTrad itional +t te +ĠÙĦ Ùĩ +Ġphosph orus +Ġapr on +ĠWat ers +ĠK ultur +ав ай +Ġol ives +Ġ×Ķ×IJ× ľ +Ġteil weise +Ġsen cill +Ġprend s +Ġnarr ower +Ġj ätte +ĠInformation en +ìĥģ ìĿ´ +Ġstar ve +Ġfr ick +ĠBe weg +ठ² +Ġdolph in +ĠLAUGH TER +ĠINTER VIE +åĶ ī +Ġyan lÄ±ÅŁ +Ġtor pedo +Ġshort ages +ìĿ´ë ĵľ +ıld ı +Ġp aws +Ġo zone +Ġcultiv ated +ĠF ot +Ġnot or +н оз +Ġко ÑĪ +Ġtouch screen +ĠAll y +æľĢ è¿ij +Ġ맼ìŀĪ ìĸ´ìļĶ +ĠС еÑĢ +Ġв полне +Ġpap rika +ĠDust in +Ġefect o +Ġop ini +Ġmu ut +Ġhá»į c +Ġinter ject +ÄĻ t +Ġbut ts +ure z +ĠP ike +ĠH ok +ĠGu inea +ĠCath edral +Ġ14 00 +C ra ++ , +ë§ Ľ +³´ë ıĦë¡Ŀ +aby rin +Ġvide og +Ġо ÑĢÑĥж +Ġu ž +Ġbus cando +ĠAss istance +éĻ ½ +Ġmel hores +ì¡ ´ +Ġëģ ¼ +ĠR J +Ġت Ùħ +Ġo min +Ġmotor cycles +ĠS app +Ġsupply ing +ĠAl gun +Ġaer ospace +×¢ ׾ +oc cup +le ist +Ġê±° ëĬĶ +Ġcomplet a +b res +! ( +ĠÐŁÑĢ ед +Ġdisadvant aged +ĠAtt end +ĠJud ah +á»ĭ ch +yl ene +act ly +Ġset ups +Ġammon ia +ĠSchwe iz +ĠSh ame +Ġband e +ĠF uel +Ġtroubles ome +Ġnum ero +ĠM OM +ĠпÑĢед лаг +ment ioned +ĠболÑĮÑĪ ое +ĠVikt or +ĠSty les +Ġcruc ified +ructure d +en viron +Ġmor als +Ġmed itating +Ġax ial +is ance +ĠAb st +G reen +Ġê± ´ì +Ġquad rant +Ġper gi +Ġcamer aman +ĠSe qu +Ġpa used +ĠLa ughing +ê· Ģ +? .. +ĠÅ» e +Ġpermit ir +Ġdetect ors +ĠH UD +av al +ĠìĹ¬ê¸° ê¹Įì§Ģ +Ġh ubs +Ġbest immt +ĠбÑĥдеÑĤ е +INTER POSING +Ġten gan +Ġcra ve +ĠBundes regierung +ĠBlo ody +Ġus ability +ĠE as +ĠÄijá»Ļ ng +Ġ195 5 +Ġkrie gen +Ġhabit ual +Ġessential s +rim inal +Ġroomm ates +éĤ£ å°± +ĠпеÑĢе Ñħод +Ġng hi +Ġmen ing +ĠSym phony +ĠH ug +ag gi +Ġw ied +Ġmit ad +ãģ£ãģ¦ ãģĦãģĨ +te enth +ida Äĩ +S ave +Ġrob iÄĩ +Ġboun ces +° ĸìĹIJ +st ars +Ġprag matic +Ġcogn ition +Ġwra pper +Ġw arten +ad h +Ġpens a +ĠHert z +Ġn ÄĽ +ĠRe id +ĠPC s +ĠMo le +Ġ.. ... +Ġpre cio +ĠChampions hips +ê°Ģë Ŀ½ +Ġv ér +Ġcorrid ors +ĠElect ronic +S l +Ġа ле +Ġoverth row +Ġk abul +ĠR ES +ĠCyber punk +ог од +ĠÐĿ ав +Ġw an +Ġmanifest ations +Ġcual es +ĠW ise +ĠLös ung +Ġex fol +Ġearn s +ÑĥÑģÑĤ иÑĤÑĮ +Ġsa pp +ĠBra un +ĠBRAND ON +ì¹ Ļ +Ġs ano +ĠF EL +Ñĭв айÑĤеÑģÑĮ +ожд ениÑı +Ġse wn +F un +Ġrecipro cal +Ġexpans ive +ĠTra ffic +Ġktóre go +ĠÙĪ س +æĺ ¥ +Ġë¹ ¨ +pro ve +ig are +Ġlo h +Ø§Ø ¶ +H ope +Ġdevote es +ĠG om +Ġste als +ĠU ms +ĠTw ice +ãĤ ² +iy im +Ġrhythm ic +ĠV orte +Ġpref ix +om ination +Ġdat o +Ġcust ard +ĠVO ICE +å· ŀ +Ġmen y +ist ors +Ġíĺ ij +ĠìĤ´ì ķĦ +Ġíĥ Ħ +Ġk ort +Ġab a +ĠV era +ep y +Ġì¹´ë©Ķë Ŀ¼ +Ġsubmer ged +ĠC lock +Ġthumbna ils +Ġbo ast +ĠF are +!! ] +ĠÅĽ m +Ġkaik ki +ĠTechn ologies +ìĻ ¸ +ãĥ Ĵ +иÑĤ ай +å°ı æĻĤ +Ġа ÑĤ +Ġkn obs +Ġre icht +ượ ng +gl io +Ġ맼 ìĿ´ +ê°IJ ìĿĦ +Ġjot ka +ĠHand y +ĠHab en +n ous +Ġin land +Ġam azon +ho oting +S L +Ġle isten +~ " +Ġprov oke +ĠTw ist +Ġ×ij× Ĺ +Ġdepart ed +ê° ľë¥¼ +Ġk onse +ĠCar wyn +íķĺ ìĭł +ident al +ES CO +Ġt teokbokki +Ġdiz endo +ç· ´ +ınd aki +imas u +af ar +Ġland fill +Ġcorrect ing +Ġcle ars +ĠNum mer +H AM +Ġcart ridges +ĠDies el +p aced +Ġobl iv +Ġmoy ens +ĠSin ne +ĠPre is +il iz +ĠÑģм ож +Ġbroad en +ä»ĸ æĺ¯ +x es +Ġcarbohyd rate +íĺ ¹ +se ok +Ġecho es +Ġc ess +ë° Ķ +Ġб изнеÑģ +Ġllam ado +Ġess ent +ĠìĿ¼ë °ĺ +ĠA ires +ph en +Ġze bra +Ġsymbol ism +On ce +Ġr acks +ĠKaf ka +ĠÑģеÑĢÑĮ ез +Ġsin n +p icious +ka a +Ġmotherf ucker +Ġapprentices hip +Ġr pm +Ġtax ation +Ġfur ry +ĠSac red +ĠÑĢаз м +por a +eng es +ĠíĹ Īë +ĠÑģ ин +Ġsanit izer +Ġcr inge +ĠS ca +оÑĩ но +Ġof ere +Ġmel odies +ĠVel vet +ĠIhr er +ĠHy brid +ĠG iov +Ġirgend was +Ġdep ende +ĠUs ers +Ġh ump +dri ving +Ġs f +Ġruth less +à¹ĢภĦ +Ġlem ons +Ġfö ret +ĠO j +Ġм ама +Ġinter personal +Ġge v +Ġab norm +иÑģ л +Ġин д +Ġkont roll +Ġreg res +Ġled ge +Ġerzäh lt +ĠT act +Ġarri vé +Ġsubstant ive +Ġspoon ful +zw ischen +oooo o +Ġconten ido +Ġbes l +á»ĥ m +k ten +Jam ie +Ġsand y +ä¸į åIJĮ +â ĭ +Ġp ase +Ġdet te +ĠBelg ian +ê° ľë +ula res +r ud +ig or +ĠíĮ ¬ë +Ġremed ies +Ġblast ing +ĠS ich +Ġож ид +Ġmon str +Ġmanif old +Ġglaub en +ĠE ST +Ġstream line +Ġlobb ying +ĠGoth ic +to ire +.. ' +Ġdém ocr +Ġнаб лÑİд +Ġwsp ól +ĠczÄĻ ÅĽÄĩ +ä¸ĭ éĿ¢ +is és +g angen +Ġbez pie +rem lin +ê° Ŀ +St ill +Ġres ides +Ġgele cek +Ġtélé phone +Ġpe wn +Ġle opard +Ġcompliment ary +Ġc rib +ĠAnim als +Ġge il +ess el +Ġgard er +Ġcatch y +æ¨ ¹ +ĠE ts +ĠCom mercial +ĠD ENNIS +ĠCoordin ator +ĠAb igail +ffff ff +ấ p +Ġpeque ña +Ġinject ions +ce kt +Ġphilanthrop y +Ġp uck +Ġcelebr ates +ĠD unk +ĠD latego +ãģ¾ ãģł +δ ή +grad uate +ĠM obil +t ill +ac am +Ġyol ks +Ġtang led +Ġman iac +Ġoblig ed +ĠLa ink +Ġver der +ĠDam on +Ġmut ant +Ġhop ping +Ġre ins +Ġinver ter +Ġcont empt +׳ ס +le arning +M iss +ĠÐĵ оÑģ +ĠMe yer +ê»ĺ ìĦľ +é£ İ +×ķ׳ ×Ļ×Ŀ +ask ing +Ġtrim ming +Ġtre asury +Ġs ente +A ust +ĠUnterstüt zung +ĠCom edy +ĠAn akin +é ¹ +ÑĢÑĥ ÑĤ +ĠH ari +ograph ers +Ġoat meal +ĠB ots +ä¸į äºĨ +Ġп алÑĮ +Ġacknowledge ment +x ic +Ġê´Ģ ìĭ¬ +gas ping +Ġãģ ķ +Ġterr ace +Ġor naments +ĠM ER +comm ittee +ĠìĹĨ ìĬµëĭĪëĭ¤ +Ġr ij +é ³ +צ ×Ŀ +le me +Ġlibert ies +Ġfell as +ĠCop per +ben ch +ĠIde a +á»į n +ÑĪ а +Ġvers ión +ÏĦο Ïį +ĠÐľ и +ĠпÑĢил ож +Ġbox er +ĠT anner +ĠM oy +ì¹ĺ ëĬĶ +T hr +Ġtin ham +Ġpol ishing +Ġconsequ ently +Ġamen ities +ĠK I +ĠGRE EN +ĠFrank ie +н иÑĤ +itt el +Ñģ кое +urs ed +Ġup bringing +Ġth ứ +ĠìĭĿ ìľ¼ë¡ľ +Ġwh im +Ġchin ese +conf idence +ĠJ eder +ãģª ãģ®ãģ§ +aj cie +ĠT ous +ĠPow ers +ừ a +other mal +ĠвÑĭ ÑĪе +r ale +Ø§Ø ® +Ġì§Ģ ìĽIJ +Ġép isode +Ġsul ph +Ġenc ara +k raft +alar ı +ĠCom es +Ġdiv ul +ĠRud olph +ĠM use +Ġut ens +ĠìŀIJ 주 +Ġp ana +ĠVeget a +ĠPH P +ĠN SA +ent in +ĠCarne gie +ا ÙĬ +iÄĻ cy +H arry +Ġf ır +С п +Ġglad ly +Ġaver aging +íķĺ ê²łìĬµëĭĪëĭ¤ +лÑı ÑİÑĤÑģÑı +ĠÐľ енÑı +Ġquot ation +ri res +itch ens +ay ed +Ġun att +ĠP erez +ĠоÑĤ меÑĤ +Ġtact ile +ĠEu h +is ini +b uh +Ġhat ır +ĠìŀĪ ìľ¼ +Ġpolicy makers +³´ì Ħ¸ìļĶ +ac ı +Ġκ ι +Ġregister ing +re to +ĠSpr inkle +ĠGram my +ax ter +Ġб и +Ġsit ter +Ġpred ic +Ġthin ly +Ġstr um +Ġag grav +Ġa ha +ر ج +m ellow +Ġconst ante +ĠL aut +ist on +Ġtransition ed +ĠCamb odia +ãģĦ ãģįãģ¾ãģĻ +è·Ł 大家 +art ed +Ġmis f +ĠPunk te +Įë ĵł +Ġtremb ling +Ġges pannt +ĠعÙĦÙĬ Ùĩ +Ġникак иÑħ +Ġë¶Ģë ĵľë +ĠÑĢазв иÑĤ +Ġit chy +Ġc iento +Ġpl ains +Ġk ittens +Ġback log +ĠPres iding +pt a +Ġha voc +ĠDarr in +ĠÐĽÑİ Ð± +Ġsegreg ated +Ġg hetto +Ġerle bt +Ġdrug iej +ĠSi xt +åı ĥ +ร ะ +uen cia +Ġíķĺ 기 +ĠëĨ į +Ġrob i +Ġpione ers +Ġmilli ards +ĠWitch er +Ġ무ìĹ ĩ +or ro +m ass +Ġdiver gence +ĠRiver a +ĠNo odles +Ġend roit +ĠK osten +ĠдÑĢÑĥг а +ĠmÃŃn imo +ĠKazakh stan +ت Ùĩ +Ġвоз дÑĥ +Ġgesch rieben +ĠN il +Ñģ ки +ĠFr üh +Ġbever ages +æº IJ +ĠG on +æĺ ¨ +Ar in +ĠInt ro +ocaly ptic +Ġexhaust ion +ĠStat us +ĠBatter y +és z +£ ¼ë +air y +Ġë³´ìŬë ĵľë +Ġdispar ity +Ù Į +ĠTuc son +Ġbright ly +pro blem +Ġbiom ass +éĻ į +§ ī +Ġhur dle +Ġwavelength s +Ġ< < +Ġteam ed +FF FF +ĠS lim +om ial +Ġunve iled +ĠVere in +ÙĤ Ø· +est ry +Ġcl ás +Ġch eddar +Ġaccus ing +ĠScient ific +ĠбÑĥд е +ĠCyr us +ε ÏĦε +Ĩĵ ê³ł +Ġë³ Ħ +Ġcur d +Ġrefer rals +sh ift +åį ķ +nik ów +Ġm ier +Ġconf ronting +ê²ĥ ëıĦ +aw l +Ġtry in +Ġê·¸ëŀĺ ìļĶ +Ġch iar +Ġìĺ¤ëĬ ĺëıĦ +æĶ¿ æ²» +es que +Ġmism os +ĠSh ak +Ġsoci aux +Ġpi ÅŁ +ĠkiÅŁ i +Ġcy an +h ay +be w +b od +ĠÎ ¹ +ĠMain ly +Ñİ ÑĤÑĮ +hab itude +ĠÑģп окой +è·Ł æĪij +Ġpre con +ĠM andy +ðŁ¤ £ +ill os +Ġgr upp +Ġcr umble +Ġconstru ctor +erv ices +Ġlight house +ĠCon cept +ан ÑĤи +alt ro +h ope +ĠAll eg +ìĸ´ë ¥¼ +pie ces +oun ter +Ġíķĺ ëĭĪê¹Į +ĠìĿ¸ íĦ°ë +Ġvérit able +Ġthread ed +bl ind +Ĥĺë Ŀ¼ +Ġtr ays +ĠEd ison +ĠÃĸ z +ĠSte vie +Ġl ender +Ġbrig ade +Ġdeuts che +m uffled +b art +Ġinsan ity +Ġsav vy +Ġsens ational +Ġdere chos +ĠM X +ĠпÑĢ еп +Ġthreat ens +Ġrealt Ãł +Ġindic ative +Ġch ops +Ġbenef iting +ĠVern on +ĠSt rand +n un +qu ently +10 1 +Ġe el +ìĪ Ļ +r ints +ĠÙħ س +Ġب د +Ġпо ÑģÑĤÑĢо +Ġyap mÄ±ÅŁ +Ġol ması +Ġi edereen +ol é +ke f +Ġë°ľ ìĥĿ +Ġr ained +Ġalm ighty +ĠвÑĭ д +ĠC PR +F re +Ġinhab ited +Ġarb ets +Ġa kin +а ÑģÑĤв +v ania +Ġhäuf ig +ĠMat te +s orry +Jen ny +ĠгÑĢ ад +Ġwh it +Ġbro kers +å¯ Ł +Ġh ine +ast en +Ġг ÑĢÑĥ +M B +ĠP RI +S ab +Ġwrest ler +Ġfacil itating +Ġeh kä +ĠC red +Ġ12 7 +Ġnot hin +Ġmand ated +å¯ Į +ÑĥÑĤ ÑģÑĤв +F rank +Ġwor s +Ġdzie ÅĦ +ĠUnder ground +Ġznaj du +ĠB ä +ĠPrin zip +аÑĤ елей +Ġveter inar +Ġsplend id +Ġroz p +Ġpsych opath +ig on +Ġh ops +Ġc ần +ĠX ian +Ġtro isième +Ġproduct o +ĠdeÄŁ er +ĠContin uing +ив ал +c ık +Ġmoistur izer +Wh ite +Ġsi is +ĠEver est +ien ced +Ġcả m +ĠJ apon +´ìł Ħ +Ġten ÃŃan +Ġenc anta +M m +Ġdrop down +ĠI ya +³´ë ©´ +Ġword ing +ĠSque eze +ĠMap le +Ġclar ified +ĠMun icip +ĠRou ge +ĠNick i +ĠGo o +v olt +t ek +fect ure +f red +ar rive +ãĥ¼ ãģĦ +te z +E p +Ġob ras +ĠV ID +ĠR iv +ĠMod i +i be +Ġacontec endo +Ġim itation +Ġcamoufl age +Ġspan ning +ĠSEC RET +ĠOre o +ìĨĮë ¦¬ +Ġh unch +Ġca ÅĤe +Ġspont aneously +ĠPer d +Ġet ap +ĠHo le +ĠDis ability +Ġafter life +æģ © +Ġtest ified +Ġpres up +Ġpet roleum +Ġcontr ario +ĠAss essment +ÄŁ lu +Ġp ests +Ġdil ig +ĠвÑģÑĤÑĢ еÑĤ +Ġcons équ +Ġcann ons +Ġcan oe +ĠM ile +Ġcit oy +Ġbe gged +ĠMin nie +ÅĤy ch +Ġprinci pe +ÏĢÏĮ ν +m niej +Ġw ert +Ġëĭ¤ë ĵ¤ +an se +Ġunc les +Ġprovoc ative +Ġinter sections +Ġdemocr ats +ĠJul ius +ин ки +yg usal +Ġ׾ ×ķ +Ġgj orde +Ġg asket +ĠB ock +ĠÄ° n +b reat +ĠEqu ity +ard ı +Ġкан але +Ġд ней +Ġt Ỽi +Ġfi xture +Ġab uses +Ġv aya +Ġou vert +Ġmultic ultural +Ġcontext o +ĠSes ame +Ġdé pl +Ġcons omm +ĠPart e +Ġp em +ĠCon an +Ġб ÑĸлÑĮ +Ġpersu aded +Ġdra ins +M oo +F ORE +Ġб аÑĤ +Ġf od +ĠProduct s +ì§Ħ ì§ľ +Ġ" [ +ĠW ick +ĠNar uto +н али +ry w +Ġl odge +Ġin h +Ġvont ade +Ġdi j +ĠJes ús +Look ing +Ġfore arm +ĠIntegr ation +ĠHARR IS +Ġtool bar +le ader +Ġsel dom +Ġб ÑĢоÑģ +ĠK ook +он д +Ġmon opol +Ġmill et +Ġl ira +ĠAs ians +Ġ18 90 +ci ÄŁim +Ġed en +ĠIKE A +ĠNeigh bor +ĠKazu ya +ü d +Ġpsych edel +Ġenvision ed +åĿ Ĺ +Ġï· » +Ġw under +ĠBulgar ia +B rid +Ġmar row +Ġdep iction +ĠT in +ĠPhar ise +Ġeinz ige +Ġblind ly +ãģĽ ãģ¦ +Ġdef ens +D ire +Ġvibr ating +Ġtroll s +Ġdisrespect ful +Ġw od +Ġstimul i +Ġcreep ing +Ġcla irement +Ġsc ariest +Ġdécouv rir +Ġ10 4 +ĠвеÑĢ Ñħ +ĠÅĤ at +Ġróż ne +Ġbar ley +ĠRe pl +ĠT we +k ke +ĠãģĿ ãĤĮ +ĠRed mi +ĠMet roid +Ġή ÏĦαν +Che ck +ĠS EN +Ġ ido +ÑĤоÑĢ ии +ó p +UN KNOWN +Ġänd ern +ĠJu ice +ĠGes icht +å°± æľĥ +ĠнаÑģÑĤ олÑĮко +íĥ ķ +Â Ń +ex hales +Ġì´ ī +Ġj sem +ÏĢ ÏīÏĤ +Ġit t +ëªħ ìĿ´ +Ġrem ix +Ġbloss oms +ĠR enee +is ations +ìĬ¤í Ħ° +Ġë³´ ìĿ´ëĬĶ +uest as +op edia +ĠA im +ìĿ´ì¦ Ī +sc ene +Ġleak age +uck t +S ad +A sk +Ġsusp ense +Ġimp ost +ĠStrateg ic +ĠIt ÃŃs +âĢ Į +Ġkey boards +Ġam using +og r +id erman +ŀ ĸ +Ġв ижÑĥ +Ġd ips +Ġapolog ized +ĠST AR +Ġesc uela +ĠC hing +н ениÑı +Ġë¶Ģë¶Ħ ìĿ´ +ĠFle et +Ġs amb +Ġentsprech end +Ġelectrod es +ĠFrei heit +æĪij ä¸įçŁ¥éģĵ +ĠSh rim +iÃŁ e +Ġselect ions +Ġfor di +Ġd oss +Ñı Ñĩ +Ġdiscrimin ate +ĠAu ÃŁerdem +Ġdesenvol v +ĠIntern al +ĠBened ict +å¯ Ĩ +ĠSh iv +M issy +Ġоб наÑĢÑĥж +Ġна ÑģÑĤÑĢо +Ġcontrol ar +ĠL ia +Ġopio ids +ant u +Ġcup board +æģ IJ +г е +acht s +Ġcur ated +Ġx em +Ġwe ary +Ġbre thren +Ġbudget ing +Ġpour tant +éļ » +ais ia +ĠоÑĤв еÑĩ +ĠG IS +μ αι +Ġש×Ķ ×ķ×IJ +Ġsa ud +Ġl Ỽ +Ðķ Т +ub ine +ĠнÑĥж ен +Ġkidna pping +Ġbr at +ĠTer re +ĠMon et +Ġë§Ī ìĬ¤íģ +Ġflash y +ĠIS BN +Ġfreel ance +i age +Ġjun ge +ì¶ © +cer al +ĠÑĤоÑĩ ки +Ġform ulate +ĠF ER +ĠDart mouth +ìľ¼ë ©´ìĦľ +å¢ ĥ +ow iÄħ +ĠëĶĶ ìŀIJ +Ġreg iment +Ġmetabol ismo +ĠP arr +Ġ충 ë¶Ħ +Ġsan ity +ĠL al +ĠG ö +ĠG la +Ġprot o +Ġmicroscop ic +Ġk ang +ĠSc alia +Ġp ug +ĠSc ore +ĠSav annah +Ġgard e +ĠN OR +å°į åIJ§ +Ġsche int +Ġp óÅĤ +Ġcor ri +Ġbr ute +Ġ ÅĤad +ä»ĸ 们 +Ġsucceed ing +Ġbicy cles +N on +Ġseek ers +Ġuncond itional +Ġrhy mes +ĠGar age +Ġinv oice +Ġcan vi +ne ck +Ġcustom izable +irit ual +Que en +íķĺ ìĭľëĬĶ +Ġpower less +Ġcs ak +ä¸į ä¼ļ +is oft +Ġìłķ íĻķ +Ġnh ân +ĠM AND +ĠH af +Ġrevol ves +ä¹Ł åı¯ä»¥ +ov an +ar oo +ĠGr ind +éĽ ª +Ġindispens able +Ġconsult ed +ĠClin ical +A cc +Ġol hos +Ġmon ter +ĠH ana +et ah +Ġva an +Ġt igers +Ġcau cus +ðŁĺ Ĥ +³´ì ŀIJ +pow ers +ium s +ĠíĨ łë +Ġtrad icional +Ġreson ated +Ġìĭł 기 +th em +Ro bert +Ġelement o +Ġant id +Ġоб Ñģ +Ġnat ives +Ġlo ca +ow ment +ĠT ight +Ġ æĢĿ +Ġmel an +ĠN ue +am is +Ġsor gen +as ına +H ome +ĠPUB G +Ġaw fully +ĠSh ore +ĠPer ché +ĠL au +ĠCind erella +ĠCh est +Ġsem antic +Ġdesert ed +ĠMom o +ĠHern andez +gen es +ĠAd ult +иÑĩеÑģ кого +osh ima +ĠcaracterÃŃst icas +ĠK L +´ìŀ ¥ +oc ar +Ġfeh lt +Ġd ruk +ĠPop py +EN GLISH +ĠVerg leich +B rien +Ġrec omp +ĠÑģ д +Ġmer ger +Ġmarket ers +Ġhoney moon +Ġpen so +Ġbell i +еÑĤ Ñĥ +Ġbank er +Cam era +ĠSt all +ĠSt amp +ĠB ite +еж де +Ġs ür +Ġgü ç +ĠPas sover +ĠBug ün +ĠÑģожал ениÑİ +Ġн из +Ġman ure +Ġglac ier +è« ĩ +RA Y +ter ror +Ġsal ads +Ġhur ricanes +ĠDesign er +ator io +Ġfact ual +ĠTam my +Ġзв ÑĥÑĩ +Ġintrodu ctions +Ġhouse keeping +Ġh anger +ëĭ ĺë +ak te +ĠCol a +' ] +ĠG ender +оÑĢ он +ip se +ic ias +Ġsuccess ive +Ġpolit ic +Ġhö her +ĠQ iao +ĠG imme +Ġл ож +Ġse b +ĠWe iter +ĠSak ura +ĠB oulder +ĠAm érica +peÅĤ nie +Ġtecn ologÃŃa +ish ops +f ur +Ġmoon light +Ġdispers ed +Ġre z +ен ное +алÑĮ нÑĥÑİ +ĠTw elve +ĠH OR +ìĭ¤í ŀĪ +il age +Ġshad ed +Ġres umes +ĠPe anut +ĠM ILL +ap ons +ĠU FC +ĠSo le +Ġjoy stick +ĠOliv ier +war ming +Ġsyll abus +Ġоб Ñīе +Ġhi á»ĩn +Ġfest a +Ġcr adle +ĠZ ac +Ġremem brance +Ġê°Ļ ìķĦìĦľ +ĠpiÄĻ k +Ġco exist +ĠV II +Ġá reas +Ġu waż +Ġobser vers +Ġmännisk or +co on +ĠD AM +Ġnas zym +Ġall igator +ĠFree ze +ĠEst ate +ĠÑĤÑĢ ади +Ġunder cover +Ġn ies +ĠFeh ler +pl in +ĠK abul +il ate +Ġê³ł ìĸij +Ġm op +ìĦ ¼ +Ġand erer +ĠK ELL +ок и +Ġж еÑģÑĤ +Ġgra zing +Ġda ÃŃ +Ġcapital ize +Ġa pex +Ġnurt uring +Ġcort ar +Ġcontr ac +ımız ı +Ġtand em +éĥ½ æľī +ge ment +ĠÑģиÑģÑĤем а +Ġman que +ia jÄħ +W OR +Ġا ب +Ġcart s +AN O +Ġë°Ľ ê³ł +ĠC ena +ĠBi ology +id ar +Ġa ż +er ne +an u +Ġthank ed +Ġsubmar ines +Ġman ic +Ġм оз +ä¼ Ĭ +inst ant +ess ential +Ġsam urai +Ġpast i +Ġal an +Ġbro ch +Ġb aker +ĠGu ill +¨ ¼ +Ġwithd rawn +ëĭ Ŀ +Per fect +qu ency +Ġstream lined +Ġ13 00 +´ë ıĦ +Ġëĸ łë +Ġãģ¯ ãģĦ +Ġh vad +ä¸Ģå®ļ è¦ģ +Ġverb ally +ĠK ons +Ġì¡° ìĭ¬ +Ġdie z +æİ° æİ° +Ġchuck ling +ĠM ih +Ġrall ies +Ġman ter +Ġearn est +s uper +Ġge ce +ĠR end +ĠGer ade +jen igen +ĠV all +Ġìŀ ĪëĤĺ +ĠÑģказ ала +Ġtrabal h +ĠнаÑĪ ем +Ġм еÑħ +ik it +Ġnoun s +Ġneurolog ical +Ġmotiv ational +ĠMcM ahon +ĠFin ished +Ġë³´ ìĿ´ +ĠField s +Ġadoles cents +ĠT isch +ĠNe ben +ĠFl owers +ĠEner g +Ġdire t +ĠTh i +ĠP icas +æĥ ľ +æĢİä¹Ī æł· +Ġav ete +ĠF ors +ĠChap el +N ão +E t +ĠÑģод еÑĢж +ren o +Ġs ven +Ġdost ÄĻp +ne e +ĠSnap dragon +ĠID s +ìķĺ ëĬĶëį° +ר ×ļ +Ġsun flower +Ġperpet ual +ç³ ĸ +Ġkn ights +Ġg ird +ĠTo ld +Ġvolcano es +Ġadvers ary +ĠEconom y +Ġextra pol +Ġbl uetooth +Ġzoom ing +Ġsk ys +Ġgen ial +ÃŃcul os +amb re +Ġм еÑĢ +Ġteen y +Ġstress ing +ìķ Į +ON Y +Ġtransluc ent +Ġround ing +Ġgr ues +×Ļ׳ ×Ķ +ap rès +Ġprue ba +Ġpoly gon +Ġblue berry +ĠProgram m +Ġtren ches +Ġse bagai +Ġpal ate +Ġla ude +Ġbehav ed +Ġlongitud inal +ĠMod ule +Ġadm ir +λ ι +G reg +Ġwy st +Ġpropag ate +Ġmold s +ĠT ub +ĠL oud +ust o +Ġun stoppable +Ġreinfor cing +éĿŀ常 çļĦ +ĠпÑĢоблем а +Ġpot encial +Ġhe mp +ìŀ Ķ +ठ¯ +Ġopt ic +Ġerfolg reich +Ñģ Ñĭ +олÑĮ ÑĪе +ur st +ĠPo is +Ġrespond ents +Ġneh me +ĠEx ternal +ol ate +H yun +Ġquart z +Ġmathematic ian +Ġbás icamente +Ġa il +ìł ľë¥¼ +att utto +Ġno oit +Ġaff lict +ĠOl ga +èŃ · +Ġна ÑĤ +Ġd ites +Ġreal idade +Ġk än +Ġuniqu eness +Ġpad res +Ġsubs idi +Ġpige ons +β α +st ad +Ġder en +ĠС лед +d oo +ĠопиÑģ ании +Ġam ber +Ġgoose bumps +ĠfrÃ¥ gor +ĠV ital +ĠIsrael ites +w asser +Is n +Ġcomm its +ĠSTE VEN +ĠBev ölker +uit ive +Ġleg en +Ġbr uk +иÑĢов ан +yn en +hel m +Ġgener ational +ĠL ändern +οι ÏĢÏĮν +uz u +Ġcall er +он ÑĮ +üm ü +Ġbes ar +Ġpl ats +Ġmig rated +Ġj ap +ĠW AR +Ġdis sect +ĠZus ch +ĠZe iten +ĠL ions +ĠD F +â Ķ +ки в +Ġpedest rians +ĠMar ilyn +d ock +Ġy ht +Ġre incarn +ĠSon o +ĠGrow th +ÑĥÑģ ов +Ġdun geons +Ġbag us +k ich +ĠÑĥ кÑĢаÑĹ +éĨ « +ĠK eller +chem istry +J apanese +Ġwill st +Ġdecomp osition +ĠÑģÑĤ ен +Ġrev ived +íķĻ êµIJ +ĠÅ ĵ +ä½ IJ +ìĭ ¸ +ipp y +Ġhour ly +j än +ĠWork shop +Ŀ¼ ìĦľ +Ġcu arto +Ġpat rim +ĠB urch +ĠìŀĪ 기 +Ġhe pat +Ġh Ãłng +ĠëĮĢ íķ´ +ĠваÑĪ и +Ġre work +Ġpar se +Ġçıkt ı +ĠS ax +ĠMong o +ĠAa ah +ram ble +D J +Ġstabil ized +ĠSpe ech +Book s +Ġhur dles +ĠW O +ĠLamb org +Ġ19 33 +Ġvor bere +Ġclin ically +Ġbreat htaking +ĠGate way +пеÑĢв ÑĭÑħ +ut ers +Ġë¹ µ +Ġyet er +Ġpull ey +Ġmuff in +ĠPre fer +ĠP ence +Ġinform ação +ìĬ¤í Ĭ¸ë +ãĤ¸ ãĥ£ +ĠTur tle +ĠReg ina +ĠLo ad +do es +pan ze +¸ Ķ +Ġmin a +ĠLatin os +amm ers +ĠT ort +ĠBey once +имо ÑģÑĤи +ĠвопÑĢоÑģ Ñĭ +Ġbul un +èĢĮ å·² +ine k +bere ich +Ġpast ure +ĠO A +ĠM elt +ĠEt t +ĠD Y +Ġob wohl +Ġle agues +ÑĤ еÑģÑĮ +Ġк ÑĥÑģ +Ġv ors +Ġto pp +ograph ical +as st +Ġl indo +Ġë°Ŀ íĺĶ +Ġré fl +Ġclim bs +Ġv arsa +Ġmethy l +ĠKar ere +Æ°á» Ł +R ad +Ġprepared ness +он Ñĩ +ĠO D +ĠC GI +Ġठ® +Ġspeech less +Ġlas ci +Ġbol ag +ĠÑħоÑĩ еÑĤÑģÑı +Ġgr ieving +ĠJohann es +ĠCar roll +ad aki +Ī ¬ë +ĠsÅĤ u +Ġinner halb +Ġgymn astics +п ÑĢи +if iques +Ġkar ate +Ġdom u +ãģĿãĤĮ ãģ§ +OTH ER +Ġdemand é +Ġbook let +ĠKy oto +Ġw oh +ĠMar ÃŃa +viol ent +J E +Ġl óg +Ġbrut ally +c ot +ĠÙħ ÛĮ +ĠWars z +å® Ī +w ol +Ġmik ä +ĠPron ounce +ĠBrend an +Ġr oup +Ġital iano +å¦Ĥ æѤ +Ġкомп ÑĮÑİÑĤ +Ġur ging +ed es +Ġcarbon o +ĠRichards on +ĠÐĿ аÑĩ +ĠTra iner +ĠCrime a +Ġdi apers +Ġco vet +ĠMah ar +ĠH utch +ĠAus w +ber ty +Ġind ifferent +кÑĢ еÑĤ +uld ade +Ġhar ms +¢ ÙĨ +les ia +Ġg io +ĠMist ress +ĠK nox +ĠFRE E +Ġë £¨ë +ĠнаÑĪ а +Ġinvinci ble +Ġma iden +ĠJ eez +Ġbre ve +po le +Ġcritic isms +ĠRus ia +ठ® +ph in +ĠComp are +ĠB ON +Ġsne aking +ĠR ails +ĠG eral +Ġ195 3 +H ola +Ġоп ÑĭÑĤ +Ġrain forest +Ġbel um +ĠOb i +ĠIS S +ãĤĮ ãģªãģĦ +ĠС в +Ġbl ond +Ġwz gl +Ġpowiedz iaÅĤ +Ġch oking +ĠSong s +ĠBir az +Ġyell s +Ġstyl ist +ÏĮ ÏĦε +Ġsch reiben +ĠJ aw +ĠEle ven +ĠR if +/ . +Ġìĺ¤ë ŀľë§Į +Ġtreat ies +uff ed +ĠâĪ Ĵ +Ġroof s +à¹Ģภª +Ġë » +Ġspark le +ĠK iev +ĠAr gu +ere cht +ĠÐĿад о +ĠF IL +Ġmol ta +ĠDe vi +Ġcam pe +Ġbene vol +ĠT ough +Ġmo im +Ġevac uate +Ġer rado +å© Ĩ +ÑĢÑĥ го +Ġíİ ĺ +ĠÎĵ ια +Ġweak en +Ġillum inated +Ġsig lo +ĠV acc +и ей +al is +ĠÑĥ ÑģÑĤÑĢой +Ġdon a +ÅĤ os +ü man +Ġprodu cción +Ġcl ot +ĠM ango +Ġune asy +Ġsh uts +ĠExam ples +ve ll +e be +Ġprompt ly +ĠT eles +ĠпÑĢоÑĪ л +Ġpu erta +Ġüber zeug +Ġco ch +so cial +ĠB enson +ĠM eth +ĠEx ped +Ġsupplement al +Ġconce ive +Ġ×ĺ ×ķ×ij +Ġcapt ivity +ıĻ ìķĪ +ĠÑħ Ñĥд +form ing +Ġupload s +Ġturbul ence +j oint +Ġsatisf actory +ĠAn ime +Ġwash es +Ġliber als +ĠSun shine +ĠRE AL +ub lik +b inary +T ony +Ġpolar ized +Ġenrich ed +t aking +ĠëģĿ ëĤĺ +Ġple asures +Ġex termin +in ese +at l +v är +аÑĢ Ñĭ +Ġmy ÅĽ +n arrator +Ġод ном +Ġnaj wiÄĻ +Ġmobil ize +Ġmill or +Ġat a +æ· · +ĠpolÃŃt ico +Ġple ad +Ġpain ters +ĠS ow +о ÑĦ +ĠìĺĽ ëĤł +ĠÑĩ ÑĤоб +Ġs abor +ĠUnd ert +ĠJER RY +Å¡ ÃŃ +Ġë° ĸìĹIJ +Ġpréc éd +Ġannot ation +ĠI naudible +Ġtext ured +Ġfisher man +v ordan +icher ung +Ġìłģ ìĿ´ +Ġge zeigt +Ġmand ates +Ġbe ak +ĠTW O +ĠAk bar +il ian +Ġtiế p +Ġsuperior ity +ink u +Ġl ys +ĠF CC +ĠC PA +ust ering +nic os +an ja +Ġch ills +ĠC age +Ġse aling +Ġsa ç +Ġded ans +ĠAl ger +Ġspe zie +Ġcol oss +ıy ı +clock wise +Ġexact amente +Ġ iemand +am ı +Ġmand ar +ra j +f aced +ag ua +Ġê¹ Ķë +Ġins besondere +Ġdri zzle +Ġdimin ish +ĠY oda +A I +Ġbil miyorum +ĠM MA +ateg ory +ĠпеÑĢ еп +Ġparticip ar +Ġnormal ized +Ġcomplex ities +æ´ ² +æİ § +аÑĢ ов +m ist +ich a +Gr oup +Ġresil iency +Ġnog le +ĠCN C +pr ü +Ġphysic ists +н ок +L I +Ġstuff s +Ġsist emas +Ġinterfer ing +ĠMar vin +ér cito +ĠìĹĨ ê³ł +Ġson ic +Ġequ iv +Ġab ord +ĠRam en +Ġ0 9 +med im +at iques +Ġдел аÑİÑĤ +Ġunanim ously +Ġsk irts +ĠíĬ¹ ë³Ħ +ĠP rix +k ami +Ġfr uition +Ġbirthday s +ик ом +Ġinaug ural +Ġcorrel ate +ĠT ory +ĠëĤĺ ìģ +Ġde w +ĠPre cis +ih i +Ġë¬¸ìłľ ê°Ģ +Ġc iting +ĠL ana +ĠK ag +Ġplay through +ĠProt ocol +fr ist +hov ah +Ġmerc iful +Ġb ilingual +ĠG uitar +r h +Ġglam orous +ĠVik ings +ĠOoo oh +íķĺ ëĬĶëį° +ĠUg anda +Ġcollaps es +ent ry +Ġantioxid ants +ëĤ ĺë +ÑĪ аÑı +Ġtri via +Ġgä ller +Ġfun gi +Ġmil ks +Ġd icht +μ η +po ke +ĠвÑĭп ÑĥÑģк +Ġfeed er +ĠAl cohol +h ower +Ġdes erving +ĠRe bel +ios is +Ġ10 3 +Ġhand out +Ġen m +Ġland lords +Ġge ology +r ils +Ġco bra +ĠV old +ĠP anch +ĠGRE G +Ġpr oss +Ġbrac elets +ĠV ega +Ġroz um +æ¬ ¾ +аз д +ĠLy nd +ĠHon ors +Ġsurrend ered +Ġlibr arians +12 5 +ĠÑģ иг +Ġuniform ly +ĠE agles +ìķ Ļ +иÑĤ ан +and id +ĠìłĪë ĮĢ +ĠØ ¶ +Ġarrest s +ĠCS V +ĠAzerbai jan +ort ic +ĠD X +ĠAdvent ures +Ġab us +ĠF au +Ġschlim m +Ġratt ling +Ġconsum es +ĠTol kien +Ġresurrect ed +ĠX Y +íĬ¸ ê°Ģ +ĠвÑĭ ÑģÑĤÑĥп +ĠAng ie +żen ia +M ic +ĠShe ila +acht et +Ġover st +Ġl â +Ġine ffective +æĿ ¡ +æĢİä¹Ī äºĨ +å¿ Ļ +Ġwicht iger +Ġv ino +Ġp um +Ġang led +ĠP ione +ĠM ỹ +ãģĿãĤĮ ãģ¯ +wo ÅĽÄĩ +d raw +ั à¹Ī +mark ets +Ġcaf es +ĠC em +â Ŀ¤ +ĠS uit +M K +Ġemphas izes +Ġtort illa +Ġmejor ar +ĠSur viv +cast ing +Ġeduc ación +ĠG um +u ely +ĠìĹ¬ê¸° ëĬĶ +Ġstretch y +en ça +Ġwith hold +Ġex iting +Ġenthal py +ĠTrans it +ıl mÄ±ÅŁ +al ies +Ġsal var +Ġlean ed +ĠgroÃŁ es +Ġf itt +ак и +S arah +Ġhost el +Ġfinger na +Ġnadzie jÄĻ +w ives +R ec +Ġsp ool +аÑĤ ов +ĠEn emy +Ġf ury +Ġdet ta +ĠF ay +éļ ¨ +Ñı ÑİÑĤ +Ġaproxim adamente +Ġsil os +Ġmag ist +Ġc ree +ĠKr ank +ĠD OWN +Ġstart led +Ġre born +ĠUm welt +ĠSuz anne +ни ÑĨÑĭ +out ez +ĠJ AC +y ards +rad as +ra u +ip ts +h ail +Ġparagraph s +Ġme glio +Ġisol ating +Ġace ite +ĠH arsh +Ġcy st +ĠBlock chain +ĠÑħоÑĢоÑĪ ий +Ġvirt uous +Ġinvestig ación +Ġdev oir +Ġmast urb +ĠS ale +ÙĬر Ø© +ĠÎ § +ĠStra ÃŁen +Ġdi kk +Ġa fore +ĠJung kook +Ġcho ciaż +ĠDebat te +Ġweird ly +Ġvia je +reg ist +H elp +Ġkind eren +Ġform ulated +Ġenf im +ĠTow ards +ко ÑĹ +iver ing +ĠдеÑĤ и +char ger +Ġpur l +Ġacadem ically +ĠNur se +Ġdel eting +ay o +Ġref usal +Ġdepict s +ĠDr acula +Ġtoast ed +ĠZomb ie +ĠSuper ior +ĠB old +Ġquizz es +Ġg le +4 50 +Ġcome ço +yn n +Ġver st +ĠO laf +Ġpom oc +ĠS ask +ë ĺ +ĠT CP +ĠProper ty +íķĺ ì£ł +à¸ľ ม +bo om +ar os +ĠÑĢоÑģÑģ ий +ĠбÑĭв аеÑĤ +åĩº åİ» +ĠìĿ´ìķ¼ 기를 +Ġcomb ien +v acc +Ġeben falls +par a +Ġз м +Ġdesper ation +ord re +Ġש׾ ×Ļ +Ġgener ously +ĠÐŀ к +Ġorb iting +> length: + array = array.index_select( + dim=axis, index=torch.arange(length, device=array.device) + ) + + if array.shape[axis] < length: + pad_widths = [(0, 0)] * array.ndim + pad_widths[axis] = (0, length - array.shape[axis]) + array = F.pad(array, [pad for sizes in pad_widths[::-1] for pad in sizes]) + else: + if array.shape[axis] > length: + array = array.take(indices=range(length), axis=axis) + + if array.shape[axis] < length: + pad_widths = [(0, 0)] * array.ndim + pad_widths[axis] = (0, length - array.shape[axis]) + array = np.pad(array, pad_widths) + + return array + + +@lru_cache(maxsize=None) +def mel_filters(device, n_mels: int = N_MELS) -> torch.Tensor: + """ + load the mel filterbank matrix for projecting STFT into a Mel spectrogram. + Allows decoupling librosa dependency; saved using: + + np.savez_compressed( + "mel_filters.npz", + mel_80=librosa.filters.mel(sr=16000, n_fft=400, n_mels=80), + ) + """ + assert n_mels == 80, f"Unsupported n_mels: {n_mels}" + with np.load( + os.path.join(os.path.dirname(__file__), "assets", "mel_filters.npz") + ) as f: + return torch.from_numpy(f[f"mel_{n_mels}"]).to(device) + + +def log_mel_spectrogram( + audio: Union[str, np.ndarray, torch.Tensor], n_mels: int = N_MELS +): + """ + Compute the log-Mel spectrogram of + + Parameters + ---------- + audio: Union[str, np.ndarray, torch.Tensor], shape = (*) + The path to audio or either a NumPy array or Tensor containing the audio waveform in 16 kHz + + n_mels: int + The number of Mel-frequency filters, only 80 is supported + + Returns + ------- + torch.Tensor, shape = (80, n_frames) + A Tensor that contains the Mel spectrogram + """ + if not torch.is_tensor(audio): + if isinstance(audio, str): + audio = load_audio(audio) + audio = torch.from_numpy(audio) + + window = torch.hann_window(N_FFT).to(audio.device) + stft = torch.stft(audio, N_FFT, HOP_LENGTH, window=window, return_complex=True) + magnitudes = stft[..., :-1].abs() ** 2 + + filters = mel_filters(audio.device, n_mels) + mel_spec = filters @ magnitudes + + log_spec = torch.clamp(mel_spec, min=1e-10).log10() + log_spec = torch.maximum(log_spec, log_spec.max() - 8.0) + log_spec = (log_spec + 4.0) / 4.0 + return log_spec diff --git a/almeval/models/stepaudio/funasr_detach/models/whisper/utils/decoding.py b/almeval/models/stepaudio/funasr_detach/models/whisper/utils/decoding.py new file mode 100644 index 0000000000000000000000000000000000000000..9c5bf3c6d6c252499677416bac58fa56b2ab27e3 --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/models/whisper/utils/decoding.py @@ -0,0 +1,811 @@ +from dataclasses import dataclass, field +from typing import Dict, List, Tuple, Iterable, Optional, Sequence, Union, TYPE_CHECKING + +import numpy as np +import torch +import torch.nn.functional as F +from torch import Tensor +from torch.distributions import Categorical + +from funasr_detach.models.whisper.utils.audio import CHUNK_LENGTH +from funasr_detach.models.whisper.utils.tokenizer import Tokenizer, get_tokenizer +from funasr_detach.models.whisper.utils.utils import compression_ratio + +if TYPE_CHECKING: + from funasr_detach.models.whisper_models.model import Whisper + + +@torch.no_grad() +def detect_language( + model: "Whisper", mel: Tensor, tokenizer: Tokenizer = None +) -> Tuple[Tensor, List[dict]]: + """ + Detect the spoken language in the audio, and return them as list of strings, along with the ids + of the most probable language tokens and the probability distribution over all language tokens. + This is performed outside the main decode loop in order to not interfere with kv-caching. + + Returns + ------- + language_tokens : Tensor, shape = (n_audio,) + ids of the most probable language tokens, which appears after the startoftranscript token. + language_probs : List[Dict[str, float]], length = n_audio + list of dictionaries containing the probability distribution over all languages. + """ + if tokenizer is None: + tokenizer = get_tokenizer(model.is_multilingual) + if ( + tokenizer.language is None + or tokenizer.language_token not in tokenizer.sot_sequence + ): + raise ValueError( + f"This model doesn't have language tokens so it can't perform lang id" + ) + + single = mel.ndim == 2 + if single: + mel = mel.unsqueeze(0) + + # skip encoder forward pass if already-encoded audio features were given + if mel.shape[-2:] != (model.dims.n_audio_ctx, model.dims.n_audio_state): + mel = model.encoder(mel) + + # forward pass using a single token, startoftranscript + n_audio = mel.shape[0] + x = torch.tensor([[tokenizer.sot]] * n_audio).to(mel.device) # [n_audio, 1] + logits = model.logits(x, mel)[:, 0] + + # collect detected languages; suppress all non-language tokens + mask = torch.ones(logits.shape[-1], dtype=torch.bool) + mask[list(tokenizer.all_language_tokens)] = False + logits[:, mask] = -np.inf + language_tokens = logits.argmax(dim=-1) + language_token_probs = logits.softmax(dim=-1).cpu() + language_probs = [ + { + c: language_token_probs[i, j].item() + for j, c in zip(tokenizer.all_language_tokens, tokenizer.all_language_codes) + } + for i in range(n_audio) + ] + + if single: + language_tokens = language_tokens[0] + language_probs = language_probs[0] + + return language_tokens, language_probs + + +@dataclass(frozen=True) +class DecodingOptions: + task: str = ( + "transcribe" # whether to perform X->X "transcribe" or X->English "translate" + ) + language: Optional[str] = ( + None # language that the audio is in; uses detected language if None + ) + + # sampling-related options + temperature: float = 0.0 + sample_len: Optional[int] = None # maximum number of tokens to sample + best_of: Optional[int] = ( + None # number of independent samples to collect, when t > 0 + ) + beam_size: Optional[int] = None # number of beams in beam search, when t == 0 + patience: Optional[float] = ( + None # patience in beam search (https://arxiv.org/abs/2204.05424) + ) + + # options for ranking generations (either beams or best-of-N samples) + length_penalty: Optional[float] = ( + None # "alpha" in Google NMT, None defaults to length norm + ) + + # prompt, prefix, and token suppression + prompt: Optional[Union[str, List[int]]] = ( + None # text or tokens for the previous context + ) + prefix: Optional[Union[str, List[int]]] = ( + None # text or tokens to prefix the current context + ) + suppress_blank: bool = True # this will suppress blank outputs + + # list of tokens ids (or comma-separated token ids) to suppress + # "-1" will suppress a set of symbols as defined in `tokenizer.non_speech_tokens()` + suppress_tokens: Optional[Union[str, Iterable[int]]] = "-1" + + # timestamp sampling options + without_timestamps: bool = False # use <|notimestamps|> to sample text tokens only + max_initial_timestamp: Optional[float] = ( + 1.0 # the initial timestamp cannot be later than this + ) + + # implementation details + fp16: bool = True # use fp16 for most of the calculation + + +@dataclass(frozen=True) +class DecodingResult: + audio_features: Tensor + language: str + language_probs: Optional[Dict[str, float]] = None + tokens: List[int] = field(default_factory=list) + text: str = "" + avg_logprob: float = np.nan + no_speech_prob: float = np.nan + temperature: float = np.nan + compression_ratio: float = np.nan + + +class Inference: + def logits(self, tokens: Tensor, audio_features: Tensor) -> Tensor: + """Perform a forward pass on the decoder and return per-token logits""" + raise NotImplementedError + + def rearrange_kv_cache(self, source_indices) -> None: + """Update the key-value cache according to the updated beams""" + raise NotImplementedError + + def cleanup_caching(self) -> None: + """Clean up any resources or hooks after decoding is finished""" + pass + + +class PyTorchInference(Inference): + def __init__(self, model: "Whisper", initial_token_length: int): + self.model: "Whisper" = model + self.initial_token_length = initial_token_length + self.kv_cache = {} + self.hooks = [] + + def logits(self, tokens: Tensor, audio_features: Tensor) -> Tensor: + if not self.kv_cache: + self.kv_cache, self.hooks = self.model.install_kv_cache_hooks() + + if tokens.shape[-1] > self.initial_token_length: + # only need to use the last token except in the first forward pass + tokens = tokens[:, -1:] + + return self.model.decoder(tokens, audio_features, kv_cache=self.kv_cache) + + def cleanup_caching(self): + for hook in self.hooks: + hook.remove() + + self.kv_cache = {} + self.hooks = [] + + def rearrange_kv_cache(self, source_indices): + for module, tensor in self.kv_cache.items(): + # update the key/value cache to contain the selected sequences + self.kv_cache[module] = tensor[source_indices].detach() + + +class SequenceRanker: + def rank( + self, tokens: List[List[Tensor]], sum_logprobs: List[List[float]] + ) -> List[int]: + """ + Given a list of groups of samples and their cumulative log probabilities, + return the indices of the samples in each group to select as the final result + """ + raise NotImplementedError + + +class MaximumLikelihoodRanker(SequenceRanker): + """ + Select the sample with the highest log probabilities, penalized using either + a simple length normalization or Google NMT paper's length penalty + """ + + def __init__(self, length_penalty: Optional[float]): + self.length_penalty = length_penalty + + def rank(self, tokens: List[List[Tensor]], sum_logprobs: List[List[float]]): + def scores(logprobs, lengths): + result = [] + for logprob, length in zip(logprobs, lengths): + if self.length_penalty is None: + penalty = length + else: + # from the Google NMT paper + penalty = ((5 + length) / 6) ** self.length_penalty + result.append(logprob / penalty) + return result + + # get the sequence with the highest score + lengths = [[len(t) for t in s] for s in tokens] + return [np.argmax(scores(p, l)) for p, l in zip(sum_logprobs, lengths)] + + +class TokenDecoder: + def reset(self): + """Initialize any stateful variables for decoding a new sequence""" + + def update( + self, tokens: Tensor, logits: Tensor, sum_logprobs: Tensor + ) -> Tuple[Tensor, bool]: + """Specify how to select the next token, based on the current trace and logits + + Parameters + ---------- + tokens : Tensor, shape = (n_batch, current_sequence_length) + all tokens in the context so far, including the prefix and sot_sequence tokens + + logits : Tensor, shape = (n_batch, vocab_size) + per-token logits of the probability distribution at the current step + + sum_logprobs : Tensor, shape = (n_batch) + cumulative log probabilities for each sequence + + Returns + ------- + tokens : Tensor, shape = (n_batch, current_sequence_length + 1) + the tokens, appended with the selected next token + + completed : bool + True if all sequences has reached the end of text + + """ + raise NotImplementedError + + def finalize( + self, tokens: Tensor, sum_logprobs: Tensor + ) -> Tuple[Sequence[Sequence[Tensor]], List[List[float]]]: + """Finalize search and return the final candidate sequences + + Parameters + ---------- + tokens : Tensor, shape = (n_audio, n_group, current_sequence_length) + all tokens in the context so far, including the prefix and sot_sequence + + sum_logprobs : Tensor, shape = (n_audio, n_group) + cumulative log probabilities for each sequence + + Returns + ------- + tokens : Sequence[Sequence[Tensor]], length = n_audio + sequence of Tensors containing candidate token sequences, for each audio input + + sum_logprobs : List[List[float]], length = n_audio + sequence of cumulative log probabilities corresponding to the above + + """ + raise NotImplementedError + + +class GreedyDecoder(TokenDecoder): + def __init__(self, temperature: float, eot: int): + self.temperature = temperature + self.eot = eot + + def update( + self, tokens: Tensor, logits: Tensor, sum_logprobs: Tensor + ) -> Tuple[Tensor, bool]: + temperature = self.temperature + if temperature == 0: + next_tokens = logits.argmax(dim=-1) + else: + next_tokens = Categorical(logits=logits / temperature).sample() + + logprobs = F.log_softmax(logits.float(), dim=-1) + current_logprobs = logprobs[torch.arange(logprobs.shape[0]), next_tokens] + sum_logprobs += current_logprobs * (tokens[:, -1] != self.eot) + + next_tokens[tokens[:, -1] == self.eot] = self.eot + tokens = torch.cat([tokens, next_tokens[:, None]], dim=-1) + + completed = (tokens[:, -1] == self.eot).all() + return tokens, completed + + def finalize(self, tokens: Tensor, sum_logprobs: Tensor): + # make sure each sequence has at least one EOT token at the end + tokens = F.pad(tokens, (0, 1), value=self.eot) + return tokens, sum_logprobs.tolist() + + +class BeamSearchDecoder(TokenDecoder): + def __init__( + self, + beam_size: int, + eot: int, + inference: Inference, + patience: Optional[float] = None, + ): + self.beam_size = beam_size + self.eot = eot + self.inference = inference + self.patience = patience or 1.0 + self.max_candidates: int = round(beam_size * self.patience) + self.finished_sequences = None + + assert ( + self.max_candidates > 0 + ), f"Invalid beam size ({beam_size}) or patience ({patience})" + + def reset(self): + self.finished_sequences = None + + def update( + self, tokens: Tensor, logits: Tensor, sum_logprobs: Tensor + ) -> Tuple[Tensor, bool]: + if tokens.shape[0] % self.beam_size != 0: + raise ValueError(f"{tokens.shape}[0] % {self.beam_size} != 0") + + n_audio = tokens.shape[0] // self.beam_size + if self.finished_sequences is None: # for the first update + self.finished_sequences = [{} for _ in range(n_audio)] + + logprobs = F.log_softmax(logits.float(), dim=-1) + next_tokens, source_indices, finished_sequences = [], [], [] + for i in range(n_audio): + scores, sources, finished = {}, {}, {} + + # STEP 1: calculate the cumulative log probabilities for possible candidates + for j in range(self.beam_size): + idx = i * self.beam_size + j + prefix = tokens[idx].tolist() + for logprob, token in zip(*logprobs[idx].topk(self.beam_size + 1)): + new_logprob = (sum_logprobs[idx] + logprob).item() + sequence = tuple(prefix + [token.item()]) + scores[sequence] = new_logprob + sources[sequence] = idx + + # STEP 2: rank the candidates and keep the top beam_size sequences for each audio + saved = 0 + for sequence in sorted(scores, key=scores.get, reverse=True): + if sequence[-1] == self.eot: + finished[sequence] = scores[sequence] + else: + sum_logprobs[len(next_tokens)] = scores[sequence] + next_tokens.append(sequence) + source_indices.append(sources[sequence]) + + saved += 1 + if saved == self.beam_size: + break + + finished_sequences.append(finished) + + tokens = torch.tensor(next_tokens, device=tokens.device) + self.inference.rearrange_kv_cache(source_indices) + + # add newly finished sequences to self.finished_sequences + assert len(self.finished_sequences) == len(finished_sequences) + for previously_finished, newly_finished in zip( + self.finished_sequences, finished_sequences + ): + for seq in sorted(newly_finished, key=newly_finished.get, reverse=True): + if len(previously_finished) >= self.max_candidates: + break # the candidate list is full + previously_finished[seq] = newly_finished[seq] + + # mark as completed if all audio has enough number of samples + completed = all( + len(sequences) >= self.max_candidates + for sequences in self.finished_sequences + ) + return tokens, completed + + def finalize(self, preceding_tokens: Tensor, sum_logprobs: Tensor): + # collect all finished sequences, including patience, and add unfinished ones if not enough + sum_logprobs = sum_logprobs.cpu() + for i, sequences in enumerate(self.finished_sequences): + if ( + len(sequences) < self.beam_size + ): # when not enough sequences are finished + for j in list(np.argsort(sum_logprobs[i]))[::-1]: + sequence = preceding_tokens[i, j].tolist() + [self.eot] + sequences[tuple(sequence)] = sum_logprobs[i][j].item() + if len(sequences) >= self.beam_size: + break + + tokens: List[List[Tensor]] = [ + [torch.tensor(seq) for seq in sequences.keys()] + for sequences in self.finished_sequences + ] + sum_logprobs: List[List[float]] = [ + list(sequences.values()) for sequences in self.finished_sequences + ] + return tokens, sum_logprobs + + +class LogitFilter: + def apply(self, logits: Tensor, tokens: Tensor) -> None: + """Apply any filtering or masking to logits in-place + + Parameters + ---------- + logits : Tensor, shape = (n_batch, vocab_size) + per-token logits of the probability distribution at the current step + + tokens : Tensor, shape = (n_batch, current_sequence_length) + all tokens in the context so far, including the prefix and sot_sequence tokens + + """ + raise NotImplementedError + + +class SuppressBlank(LogitFilter): + def __init__(self, tokenizer: Tokenizer, sample_begin: int): + self.tokenizer = tokenizer + self.sample_begin = sample_begin + + def apply(self, logits: Tensor, tokens: Tensor): + if tokens.shape[1] == self.sample_begin: + logits[:, self.tokenizer.encode(" ") + [self.tokenizer.eot]] = -np.inf + + +class SuppressTokens(LogitFilter): + def __init__(self, suppress_tokens: Sequence[int]): + self.suppress_tokens = list(suppress_tokens) + + def apply(self, logits: Tensor, tokens: Tensor): + logits[:, self.suppress_tokens] = -np.inf + + +class ApplyTimestampRules(LogitFilter): + def __init__( + self, + tokenizer: Tokenizer, + sample_begin: int, + max_initial_timestamp_index: Optional[int], + ): + self.tokenizer = tokenizer + self.sample_begin = sample_begin + self.max_initial_timestamp_index = max_initial_timestamp_index + + def apply(self, logits: Tensor, tokens: Tensor): + # suppress <|notimestamps|> which is handled by without_timestamps + if self.tokenizer.no_timestamps is not None: + logits[:, self.tokenizer.no_timestamps] = -np.inf + + # timestamps have to appear in pairs, except directly before EOT; mask logits accordingly + for k in range(tokens.shape[0]): + seq = [t for t in tokens[k, self.sample_begin :].tolist()] + last_was_timestamp = ( + len(seq) >= 1 and seq[-1] >= self.tokenizer.timestamp_begin + ) + penultimate_was_timestamp = ( + len(seq) < 2 or seq[-2] >= self.tokenizer.timestamp_begin + ) + + if last_was_timestamp: + if penultimate_was_timestamp: # has to be non-timestamp + logits[k, self.tokenizer.timestamp_begin :] = -np.inf + else: # cannot be normal text tokens + logits[k, : self.tokenizer.eot] = -np.inf + + if tokens.shape[1] == self.sample_begin: + # suppress generating non-timestamp tokens at the beginning + logits[:, : self.tokenizer.timestamp_begin] = -np.inf + + # apply the `max_initial_timestamp` option + if self.max_initial_timestamp_index is not None: + last_allowed = ( + self.tokenizer.timestamp_begin + self.max_initial_timestamp_index + ) + logits[:, last_allowed + 1 :] = -np.inf + + # if sum of probability over timestamps is above any other token, sample timestamp + logprobs = F.log_softmax(logits.float(), dim=-1) + for k in range(tokens.shape[0]): + timestamp_logprob = logprobs[k, self.tokenizer.timestamp_begin :].logsumexp( + dim=-1 + ) + max_text_token_logprob = logprobs[k, : self.tokenizer.timestamp_begin].max() + if timestamp_logprob > max_text_token_logprob: + logits[k, : self.tokenizer.timestamp_begin] = -np.inf + + +class DecodingTask: + inference: Inference + sequence_ranker: SequenceRanker + decoder: TokenDecoder + logit_filters: List[LogitFilter] + + def __init__(self, model: "Whisper", options: DecodingOptions): + self.model = model + + language = options.language or "en" + tokenizer = get_tokenizer( + model.is_multilingual, language=language, task=options.task + ) + self.tokenizer: Tokenizer = tokenizer + self.options: DecodingOptions = self._verify_options(options) + + self.n_group: int = options.beam_size or options.best_of or 1 + self.n_ctx: int = model.dims.n_text_ctx + self.sample_len: int = options.sample_len or model.dims.n_text_ctx // 2 + + self.sot_sequence: Tuple[int] = tokenizer.sot_sequence + if self.options.without_timestamps: + self.sot_sequence = tokenizer.sot_sequence_including_notimestamps + + self.initial_tokens: Tuple[int] = self._get_initial_tokens() + self.sample_begin: int = len(self.initial_tokens) + self.sot_index: int = self.initial_tokens.index(tokenizer.sot) + + # inference: implements the forward pass through the decoder, including kv caching + self.inference = PyTorchInference(model, len(self.initial_tokens)) + + # sequence ranker: implements how to rank a group of sampled sequences + self.sequence_ranker = MaximumLikelihoodRanker(options.length_penalty) + + # decoder: implements how to select the next tokens, given the autoregressive distribution + if options.beam_size is not None: + self.decoder = BeamSearchDecoder( + options.beam_size, tokenizer.eot, self.inference, options.patience + ) + else: + self.decoder = GreedyDecoder(options.temperature, tokenizer.eot) + + # logit filters: applies various rules to suppress or penalize certain tokens + self.logit_filters = [] + if self.options.suppress_blank: + self.logit_filters.append(SuppressBlank(self.tokenizer, self.sample_begin)) + if self.options.suppress_tokens: + self.logit_filters.append(SuppressTokens(self._get_suppress_tokens())) + if not options.without_timestamps: + precision = CHUNK_LENGTH / model.dims.n_audio_ctx # usually 0.02 seconds + max_initial_timestamp_index = None + if options.max_initial_timestamp: + max_initial_timestamp_index = round( + self.options.max_initial_timestamp / precision + ) + self.logit_filters.append( + ApplyTimestampRules( + tokenizer, self.sample_begin, max_initial_timestamp_index + ) + ) + + def _verify_options(self, options: DecodingOptions) -> DecodingOptions: + if options.beam_size is not None and options.best_of is not None: + raise ValueError("beam_size and best_of can't be given together") + if options.temperature == 0: + if options.best_of is not None: + raise ValueError("best_of with greedy sampling (T=0) is not compatible") + if options.patience is not None and options.beam_size is None: + raise ValueError("patience requires beam_size to be given") + if options.length_penalty is not None and not ( + 0 <= options.length_penalty <= 1 + ): + raise ValueError("length_penalty (alpha) should be a value between 0 and 1") + + return options + + def _get_initial_tokens(self) -> Tuple[int]: + tokens = list(self.sot_sequence) + prefix = self.options.prefix + prompt = self.options.prompt + + if prefix: + prefix_tokens = ( + self.tokenizer.encode(" " + prefix.strip()) + if isinstance(prefix, str) + else prefix + ) + if self.sample_len is not None: + max_prefix_len = self.n_ctx // 2 - self.sample_len + prefix_tokens = prefix_tokens[-max_prefix_len:] + tokens = tokens + prefix_tokens + + if prompt: + prompt_tokens = ( + self.tokenizer.encode(" " + prompt.strip()) + if isinstance(prompt, str) + else prompt + ) + tokens = ( + [self.tokenizer.sot_prev] + + prompt_tokens[-(self.n_ctx // 2 - 1) :] + + tokens + ) + + return tuple(tokens) + + def _get_suppress_tokens(self) -> Tuple[int]: + suppress_tokens = self.options.suppress_tokens + + if isinstance(suppress_tokens, str): + suppress_tokens = [int(t) for t in suppress_tokens.split(",")] + + if -1 in suppress_tokens: + suppress_tokens = [t for t in suppress_tokens if t >= 0] + suppress_tokens.extend(self.tokenizer.non_speech_tokens) + elif suppress_tokens is None or len(suppress_tokens) == 0: + suppress_tokens = [] # interpret empty string as an empty list + else: + assert isinstance(suppress_tokens, list), "suppress_tokens must be a list" + + suppress_tokens.extend( + [self.tokenizer.sot, self.tokenizer.sot_prev, self.tokenizer.sot_lm] + ) + if self.tokenizer.no_speech is not None: + # no-speech probability is collected separately + suppress_tokens.append(self.tokenizer.no_speech) + + return tuple(sorted(set(suppress_tokens))) + + def _get_audio_features(self, mel: Tensor): + if self.options.fp16: + mel = mel.half() + + if mel.shape[-2:] == ( + self.model.dims.n_audio_ctx, + self.model.dims.n_audio_state, + ): + # encoded audio features are given; skip audio encoding + audio_features = mel + else: + audio_features = self.model.encoder(mel) + + if audio_features.dtype != ( + torch.float16 if self.options.fp16 else torch.float32 + ): + return TypeError( + f"audio_features has an incorrect dtype: {audio_features.dtype}" + ) + + return audio_features + + def _detect_language(self, audio_features: Tensor, tokens: Tensor): + languages = [self.options.language] * audio_features.shape[0] + lang_probs = None + + if self.options.language is None or self.options.task == "lang_id": + lang_tokens, lang_probs = self.model.detect_language( + audio_features, self.tokenizer + ) + languages = [max(probs, key=probs.get) for probs in lang_probs] + if self.options.language is None: + tokens[:, self.sot_index + 1] = lang_tokens # write language tokens + + return languages, lang_probs + + def _main_loop(self, audio_features: Tensor, tokens: Tensor): + assert audio_features.shape[0] == tokens.shape[0] + n_batch = tokens.shape[0] + sum_logprobs: Tensor = torch.zeros(n_batch, device=audio_features.device) + no_speech_probs = [np.nan] * n_batch + + try: + for i in range(self.sample_len): + logits = self.inference.logits(tokens, audio_features) + + if ( + i == 0 and self.tokenizer.no_speech is not None + ): # save no_speech_probs + probs_at_sot = logits[:, self.sot_index].float().softmax(dim=-1) + no_speech_probs = probs_at_sot[:, self.tokenizer.no_speech].tolist() + + # now we need to consider the logits at the last token only + logits = logits[:, -1] + + # apply the logit filters, e.g. for suppressing or applying penalty to + for logit_filter in self.logit_filters: + logit_filter.apply(logits, tokens) + + # expand the tokens tensor with the selected next tokens + tokens, completed = self.decoder.update(tokens, logits, sum_logprobs) + + if completed or tokens.shape[-1] > self.n_ctx: + break + finally: + self.inference.cleanup_caching() + + return tokens, sum_logprobs, no_speech_probs + + @torch.no_grad() + def run(self, mel: Tensor) -> List[DecodingResult]: + self.decoder.reset() + tokenizer: Tokenizer = self.tokenizer + n_audio: int = mel.shape[0] + + audio_features: Tensor = self._get_audio_features(mel) # encoder forward pass + tokens: Tensor = torch.tensor([self.initial_tokens]).repeat(n_audio, 1) + + # detect language if requested, overwriting the language token + languages, language_probs = self._detect_language(audio_features, tokens) + if self.options.task == "lang_id": + return [ + DecodingResult( + audio_features=features, language=language, language_probs=probs + ) + for features, language, probs in zip( + audio_features, languages, language_probs + ) + ] + + # repeat the audio & text tensors by the group size, for beam search or best-of-n sampling + audio_features = audio_features.repeat_interleave(self.n_group, dim=0) + tokens = tokens.repeat_interleave(self.n_group, dim=0).to(audio_features.device) + + # call the main sampling loop + tokens, sum_logprobs, no_speech_probs = self._main_loop(audio_features, tokens) + + # reshape the tensors to have (n_audio, n_group) as the first two dimensions + audio_features = audio_features[:: self.n_group] + no_speech_probs = no_speech_probs[:: self.n_group] + assert audio_features.shape[0] == len(no_speech_probs) == n_audio + + tokens = tokens.reshape(n_audio, self.n_group, -1) + sum_logprobs = sum_logprobs.reshape(n_audio, self.n_group) + + # get the final candidates for each group, and slice between the first sampled token and EOT + tokens, sum_logprobs = self.decoder.finalize(tokens, sum_logprobs) + tokens: List[List[Tensor]] = [ + [t[self.sample_begin : (t == tokenizer.eot).nonzero()[0, 0]] for t in s] + for s in tokens + ] + + # select the top-ranked sample in each group + selected = self.sequence_ranker.rank(tokens, sum_logprobs) + tokens: List[List[int]] = [t[i].tolist() for i, t in zip(selected, tokens)] + texts: List[str] = [tokenizer.decode(t).strip() for t in tokens] + + sum_logprobs: List[float] = [lp[i] for i, lp in zip(selected, sum_logprobs)] + avg_logprobs: List[float] = [ + lp / (len(t) + 1) for t, lp in zip(tokens, sum_logprobs) + ] + + fields = ( + texts, + languages, + tokens, + audio_features, + avg_logprobs, + no_speech_probs, + ) + if len(set(map(len, fields))) != 1: + raise RuntimeError(f"inconsistent result lengths: {list(map(len, fields))}") + + return [ + DecodingResult( + audio_features=features, + language=language, + tokens=tokens, + text=text, + avg_logprob=avg_logprob, + no_speech_prob=no_speech_prob, + temperature=self.options.temperature, + compression_ratio=compression_ratio(text), + ) + for text, language, tokens, features, avg_logprob, no_speech_prob in zip( + *fields + ) + ] + + +@torch.no_grad() +def decode( + model: "Whisper", mel: Tensor, options: DecodingOptions = DecodingOptions() +) -> Union[DecodingResult, List[DecodingResult]]: + """ + Performs decoding of 30-second audio segment(s), provided as Mel spectrogram(s). + + Parameters + ---------- + model: Whisper + the Whisper model instance + + mel: torch.Tensor, shape = (80, 3000) or (*, 80, 3000) + A tensor containing the Mel spectrogram(s) + + options: DecodingOptions + A dataclass that contains all necessary options for decoding 30-second segments + + Returns + ------- + result: Union[DecodingResult, List[DecodingResult]] + The result(s) of decoding contained in `DecodingResult` dataclass instance(s) + """ + single = mel.ndim == 2 + if single: + mel = mel.unsqueeze(0) + + result = DecodingTask(model, options).run(mel) + + if single: + result = result[0] + + return result diff --git a/almeval/models/stepaudio/funasr_detach/models/whisper/utils/tokenizer.py b/almeval/models/stepaudio/funasr_detach/models/whisper/utils/tokenizer.py new file mode 100644 index 0000000000000000000000000000000000000000..925598f845be0dea17bc7a9bc7b169348cfd3f70 --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/models/whisper/utils/tokenizer.py @@ -0,0 +1,351 @@ +import os +from dataclasses import dataclass +from functools import lru_cache +from typing import List, Optional, Tuple, Union + +import numpy as np +import torch + +try: + from transformers import GPT2TokenizerFast +except ImportError: + raise ImportError( + "transformers was not installed. Please install transformers first." + ) + +LANGUAGES = { + "en": "english", + "zh": "chinese", + "de": "german", + "es": "spanish", + "ru": "russian", + "ko": "korean", + "fr": "french", + "ja": "japanese", + "pt": "portuguese", + "tr": "turkish", + "pl": "polish", + "ca": "catalan", + "nl": "dutch", + "ar": "arabic", + "sv": "swedish", + "it": "italian", + "id": "indonesian", + "hi": "hindi", + "fi": "finnish", + "vi": "vietnamese", + "he": "hebrew", + "uk": "ukrainian", + "el": "greek", + "ms": "malay", + "cs": "czech", + "ro": "romanian", + "da": "danish", + "hu": "hungarian", + "ta": "tamil", + "no": "norwegian", + "th": "thai", + "ur": "urdu", + "hr": "croatian", + "bg": "bulgarian", + "lt": "lithuanian", + "la": "latin", + "mi": "maori", + "ml": "malayalam", + "cy": "welsh", + "sk": "slovak", + "te": "telugu", + "fa": "persian", + "lv": "latvian", + "bn": "bengali", + "sr": "serbian", + "az": "azerbaijani", + "sl": "slovenian", + "kn": "kannada", + "et": "estonian", + "mk": "macedonian", + "br": "breton", + "eu": "basque", + "is": "icelandic", + "hy": "armenian", + "ne": "nepali", + "mn": "mongolian", + "bs": "bosnian", + "kk": "kazakh", + "sq": "albanian", + "sw": "swahili", + "gl": "galician", + "mr": "marathi", + "pa": "punjabi", + "si": "sinhala", + "km": "khmer", + "sn": "shona", + "yo": "yoruba", + "so": "somali", + "af": "afrikaans", + "oc": "occitan", + "ka": "georgian", + "be": "belarusian", + "tg": "tajik", + "sd": "sindhi", + "gu": "gujarati", + "am": "amharic", + "yi": "yiddish", + "lo": "lao", + "uz": "uzbek", + "fo": "faroese", + "ht": "haitian creole", + "ps": "pashto", + "tk": "turkmen", + "nn": "nynorsk", + "mt": "maltese", + "sa": "sanskrit", + "lb": "luxembourgish", + "my": "myanmar", + "bo": "tibetan", + "tl": "tagalog", + "mg": "malagasy", + "as": "assamese", + "tt": "tatar", + "haw": "hawaiian", + "ln": "lingala", + "ha": "hausa", + "ba": "bashkir", + "jw": "javanese", + "su": "sundanese", +} + +# language code lookup by name, with a few language aliases +TO_LANGUAGE_CODE = { + **{language: code for code, language in LANGUAGES.items()}, + "burmese": "my", + "valencian": "ca", + "flemish": "nl", + "haitian": "ht", + "letzeburgesch": "lb", + "pushto": "ps", + "panjabi": "pa", + "moldavian": "ro", + "moldovan": "ro", + "sinhalese": "si", + "castilian": "es", +} + + +@dataclass(frozen=True) +class Tokenizer: + """A thin wrapper around `GPT2TokenizerFast` providing quick access to special tokens""" + + tokenizer: "GPT2TokenizerFast" + language: Optional[str] + sot_sequence: Tuple[int] + + def encode(self, text, **kwargs): + return self.tokenizer.encode(text, **kwargs) + + def decode( + self, token_ids: Union[int, List[int], np.ndarray, torch.Tensor], **kwargs + ): + return self.tokenizer.decode(token_ids, **kwargs) + + def decode_with_timestamps(self, tokens) -> str: + """ + Timestamp tokens are above the special tokens' id range and are ignored by `decode()`. + This method decodes given tokens with timestamps tokens annotated, e.g. "<|1.08|>". + """ + outputs = [[]] + for token in tokens: + if token >= self.timestamp_begin: + timestamp = f"<|{(token - self.timestamp_begin) * 0.02:.2f}|>" + outputs.append(timestamp) + outputs.append([]) + else: + outputs[-1].append(token) + outputs = [ + s if isinstance(s, str) else self.tokenizer.decode(s) for s in outputs + ] + return "".join(outputs) + + @property + @lru_cache() + def eot(self) -> int: + return self.tokenizer.eos_token_id + + @property + @lru_cache() + def sot(self) -> int: + return self._get_single_token_id("<|startoftranscript|>") + + @property + @lru_cache() + def sot_lm(self) -> int: + return self._get_single_token_id("<|startoflm|>") + + @property + @lru_cache() + def sot_prev(self) -> int: + return self._get_single_token_id("<|startofprev|>") + + @property + @lru_cache() + def no_speech(self) -> int: + return self._get_single_token_id("<|nospeech|>") + + @property + @lru_cache() + def no_timestamps(self) -> int: + return self._get_single_token_id("<|notimestamps|>") + + @property + @lru_cache() + def timestamp_begin(self) -> int: + return self.tokenizer.all_special_ids[-1] + 1 + + @property + @lru_cache() + def language_token(self) -> int: + """Returns the token id corresponding to the value of the `language` field""" + if self.language is None: + raise ValueError(f"This tokenizer does not have language token configured") + + additional_tokens = dict( + zip( + self.tokenizer.additional_special_tokens, + self.tokenizer.additional_special_tokens_ids, + ) + ) + candidate = f"<|{self.language}|>" + if candidate in additional_tokens: + return additional_tokens[candidate] + + raise KeyError(f"Language {self.language} not found in tokenizer.") + + @property + @lru_cache() + def all_language_tokens(self) -> Tuple[int]: + result = [] + for token, token_id in zip( + self.tokenizer.additional_special_tokens, + self.tokenizer.additional_special_tokens_ids, + ): + if token.strip("<|>") in LANGUAGES: + result.append(token_id) + return tuple(result) + + @property + @lru_cache() + def all_language_codes(self) -> Tuple[str]: + return tuple(self.decode([l]).strip("<|>") for l in self.all_language_tokens) + + @property + @lru_cache() + def sot_sequence_including_notimestamps(self) -> Tuple[int]: + return tuple(list(self.sot_sequence) + [self.no_timestamps]) + + @property + @lru_cache() + def non_speech_tokens(self) -> Tuple[int]: + """ + Returns the list of tokens to suppress in order to avoid any speaker tags or non-speech + annotations, to prevent sampling texts that are not actually spoken in the audio, e.g. + + - ♪♪♪ + - ( SPEAKING FOREIGN LANGUAGE ) + - [DAVID] Hey there, + + keeping basic punctuations like commas, periods, question marks, exclamation points, etc. + """ + symbols = list('"#()*+/:;<=>@[\\]^_`{|}~「」『』') + symbols += ( + "<< >> <<< >>> -- --- -( -[ (' (\" (( )) ((( ))) [[ ]] {{ }} ♪♪ ♪♪♪".split() + ) + + # symbols that may be a single token or multiple tokens depending on the tokenizer. + # In case they're multiple tokens, suppress the first token, which is safe because: + # These are between U+2640 and U+267F miscellaneous symbols that are okay to suppress + # in generations, and in the 3-byte UTF-8 representation they share the first two bytes. + miscellaneous = set("♩♪♫♬♭♮♯") + assert all(0x2640 <= ord(c) <= 0x267F for c in miscellaneous) + + # allow hyphens "-" and single quotes "'" between words, but not at the beginning of a word + result = {self.tokenizer.encode(" -")[0], self.tokenizer.encode(" '")[0]} + for symbol in symbols + list(miscellaneous): + for tokens in [ + self.tokenizer.encode(symbol), + self.tokenizer.encode(" " + symbol), + ]: + if len(tokens) == 1 or symbol in miscellaneous: + result.add(tokens[0]) + + return tuple(sorted(result)) + + def _get_single_token_id(self, text) -> int: + tokens = self.tokenizer.encode(text) + assert len(tokens) == 1, f"{text} is not encoded as a single token" + return tokens[0] + + +@lru_cache(maxsize=None) +def build_tokenizer(name: str = "gpt2", resource_path: str = None): + os.environ["TOKENIZERS_PARALLELISM"] = "false" + if resource_path is not None: + path = os.path.join(resource_path, name) + else: + path = os.path.join(os.path.dirname(__file__), "assets", name) + tokenizer = GPT2TokenizerFast.from_pretrained(path) + + specials = [ + "<|startoftranscript|>", + *[f"<|{lang}|>" for lang in LANGUAGES.keys()], + "<|translate|>", + "<|transcribe|>", + "<|startoflm|>", + "<|startofprev|>", + "<|nospeech|>", + "<|notimestamps|>", + ] + + tokenizer.add_special_tokens(dict(additional_special_tokens=specials)) + return tokenizer + + +@lru_cache(maxsize=None) +def get_tokenizer( + multilingual: bool, + *, + task: Optional[str] = None, # Literal["transcribe", "translate", None] + language: Optional[str] = None, +) -> Tokenizer: + if language is not None: + language = language.lower() + if language not in LANGUAGES: + if language in TO_LANGUAGE_CODE: + language = TO_LANGUAGE_CODE[language] + else: + raise ValueError(f"Unsupported language: {language}") + + if multilingual: + tokenizer_name = "multilingual" + task = task or "transcribe" + language = language or "en" + else: + tokenizer_name = "gpt2" + task = None + language = None + + tokenizer = build_tokenizer(name=tokenizer_name) + all_special_ids: List[int] = tokenizer.all_special_ids + sot: int = all_special_ids[1] + translate: int = all_special_ids[-6] + transcribe: int = all_special_ids[-5] + + langs = tuple(LANGUAGES.keys()) + sot_sequence = [sot] + if language is not None: + sot_sequence.append(sot + 1 + langs.index(language)) + if task is not None: + sot_sequence.append(transcribe if task == "transcribe" else translate) + + return Tokenizer( + tokenizer=tokenizer, language=language, sot_sequence=tuple(sot_sequence) + ) diff --git a/almeval/models/stepaudio/funasr_detach/models/whisper/utils/transcribe.py b/almeval/models/stepaudio/funasr_detach/models/whisper/utils/transcribe.py new file mode 100644 index 0000000000000000000000000000000000000000..c993b4ad5bbc42c919406c6c8b82e30287c7fe41 --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/models/whisper/utils/transcribe.py @@ -0,0 +1,494 @@ +import argparse +import os +import warnings +from typing import Optional, Tuple, Union, TYPE_CHECKING + +import numpy as np +import torch +import tqdm + +from funasr_detach.models.whisper.utils.audio import ( + SAMPLE_RATE, + N_FRAMES, + HOP_LENGTH, + pad_or_trim, + log_mel_spectrogram, +) +from funasr_detach.models.whisper.utils.decoding import DecodingOptions, DecodingResult +from funasr_detach.models.whisper.utils.tokenizer import ( + LANGUAGES, + TO_LANGUAGE_CODE, + get_tokenizer, +) +from funasr_detach.models.whisper.utils.utils import ( + exact_div, + format_timestamp, + make_safe, + optional_int, + optional_float, + str2bool, + get_writer, +) + +if TYPE_CHECKING: + from .model import Whisper + + +def transcribe( + model: "Whisper", + audio: Union[str, np.ndarray, torch.Tensor], + *, + verbose: Optional[bool] = None, + temperature: Union[float, Tuple[float, ...]] = (0.0, 0.2, 0.4, 0.6, 0.8, 1.0), + compression_ratio_threshold: Optional[float] = 2.4, + logprob_threshold: Optional[float] = -1.0, + no_speech_threshold: Optional[float] = 0.6, + condition_on_previous_text: bool = True, + **decode_options, +): + """ + Transcribe an audio file using Whisper + + Parameters + ---------- + model: Whisper + The Whisper model instance + + audio: Union[str, np.ndarray, torch.Tensor] + The path to the audio file to open, or the audio waveform + + verbose: bool + Whether to display the text being decoded to the console. If True, displays all the details, + If False, displays minimal details. If None, does not display anything + + temperature: Union[float, Tuple[float, ...]] + Temperature for sampling. It can be a tuple of temperatures, which will be successively used + upon failures according to either `compression_ratio_threshold` or `logprob_threshold`. + + compression_ratio_threshold: float + If the gzip compression ratio is above this value, treat as failed + + logprob_threshold: float + If the average log probability over sampled tokens is below this value, treat as failed + + no_speech_threshold: float + If the no_speech probability is higher than this value AND the average log probability + over sampled tokens is below `logprob_threshold`, consider the segment as silent + + condition_on_previous_text: bool + if True, the previous output of the model is provided as a prompt for the next window; + disabling may make the text inconsistent across windows, but the model becomes less prone to + getting stuck in a failure loop, such as repetition looping or timestamps going out of sync. + + decode_options: dict + Keyword arguments to construct `DecodingOptions` instances + + Returns + ------- + A dictionary containing the resulting text ("text") and segment-level details ("segments"), and + the spoken language ("language"), which is detected when `decode_options["language"]` is None. + """ + dtype = torch.float16 if decode_options.get("fp16", True) else torch.float32 + if model.device == torch.device("cpu"): + if torch.cuda.is_available(): + warnings.warn("Performing inference on CPU when CUDA is available") + if dtype == torch.float16: + warnings.warn("FP16 is not supported on CPU; using FP32 instead") + dtype = torch.float32 + + if dtype == torch.float32: + decode_options["fp16"] = False + + mel = log_mel_spectrogram(audio) + + if decode_options.get("language", None) is None: + if not model.is_multilingual: + decode_options["language"] = "en" + else: + if verbose: + print( + "Detecting language using up to the first 30 seconds. Use `--language` to specify the language" + ) + segment = pad_or_trim(mel, N_FRAMES).to(model.device).to(dtype) + _, probs = model.detect_language(segment) + decode_options["language"] = max(probs, key=probs.get) + if verbose is not None: + print( + f"Detected language: {LANGUAGES[decode_options['language']].title()}" + ) + + language = decode_options["language"] + task = decode_options.get("task", "transcribe") + tokenizer = get_tokenizer(model.is_multilingual, language=language, task=task) + + def decode_with_fallback(segment: torch.Tensor) -> DecodingResult: + temperatures = ( + [temperature] if isinstance(temperature, (int, float)) else temperature + ) + decode_result = None + + for t in temperatures: + kwargs = {**decode_options} + if t > 0: + # disable beam_size and patience when t > 0 + kwargs.pop("beam_size", None) + kwargs.pop("patience", None) + else: + # disable best_of when t == 0 + kwargs.pop("best_of", None) + + options = DecodingOptions(**kwargs, temperature=t) + decode_result = model.decode(segment, options) + + needs_fallback = False + if ( + compression_ratio_threshold is not None + and decode_result.compression_ratio > compression_ratio_threshold + ): + needs_fallback = True # too repetitive + if ( + logprob_threshold is not None + and decode_result.avg_logprob < logprob_threshold + ): + needs_fallback = True # average log probability is too low + + if not needs_fallback: + break + + return decode_result + + seek = 0 + input_stride = exact_div( + N_FRAMES, model.dims.n_audio_ctx + ) # mel frames per output token: 2 + time_precision = ( + input_stride * HOP_LENGTH / SAMPLE_RATE + ) # time per output token: 0.02 (seconds) + all_tokens = [] + all_segments = [] + prompt_reset_since = 0 + + initial_prompt = decode_options.pop("initial_prompt", None) or [] + if initial_prompt: + initial_prompt = tokenizer.encode(" " + initial_prompt.strip()) + all_tokens.extend(initial_prompt) + + def add_segment( + *, start: float, end: float, text_tokens: torch.Tensor, result: DecodingResult + ): + text = tokenizer.decode( + [token for token in text_tokens if token < tokenizer.eot] + ) + if len(text.strip()) == 0: # skip empty text output + return + + all_segments.append( + { + "id": len(all_segments), + "seek": seek, + "start": start, + "end": end, + "text": text, + "tokens": text_tokens.tolist(), + "temperature": result.temperature, + "avg_logprob": result.avg_logprob, + "compression_ratio": result.compression_ratio, + "no_speech_prob": result.no_speech_prob, + } + ) + if verbose: + print( + make_safe( + f"[{format_timestamp(start)} --> {format_timestamp(end)}] {text}" + ) + ) + + # show the progress bar when verbose is False (otherwise the transcribed text will be printed) + num_frames = mel.shape[-1] + previous_seek_value = seek + + with tqdm.tqdm( + total=num_frames, unit="frames", disable=verbose is not False + ) as pbar: + while seek < num_frames: + timestamp_offset = float(seek * HOP_LENGTH / SAMPLE_RATE) + segment = pad_or_trim(mel[:, seek:], N_FRAMES).to(model.device).to(dtype) + segment_duration = segment.shape[-1] * HOP_LENGTH / SAMPLE_RATE + + decode_options["prompt"] = all_tokens[prompt_reset_since:] + result: DecodingResult = decode_with_fallback(segment) + tokens = torch.tensor(result.tokens) + + if no_speech_threshold is not None: + # no voice activity check + should_skip = result.no_speech_prob > no_speech_threshold + if ( + logprob_threshold is not None + and result.avg_logprob > logprob_threshold + ): + # don't skip if the logprob is high enough, despite the no_speech_prob + should_skip = False + + if should_skip: + seek += segment.shape[ + -1 + ] # fast-forward to the next segment boundary + continue + + timestamp_tokens: torch.Tensor = tokens.ge(tokenizer.timestamp_begin) + consecutive = torch.where(timestamp_tokens[:-1] & timestamp_tokens[1:])[ + 0 + ].add_(1) + if ( + len(consecutive) > 0 + ): # if the output contains two consecutive timestamp tokens + last_slice = 0 + for current_slice in consecutive: + sliced_tokens = tokens[last_slice:current_slice] + start_timestamp_position = ( + sliced_tokens[0].item() - tokenizer.timestamp_begin + ) + end_timestamp_position = ( + sliced_tokens[-1].item() - tokenizer.timestamp_begin + ) + add_segment( + start=timestamp_offset + + start_timestamp_position * time_precision, + end=timestamp_offset + end_timestamp_position * time_precision, + text_tokens=sliced_tokens[1:-1], + result=result, + ) + last_slice = current_slice + last_timestamp_position = ( + tokens[last_slice - 1].item() - tokenizer.timestamp_begin + ) + seek += last_timestamp_position * input_stride + all_tokens.extend(tokens[: last_slice + 1].tolist()) + else: + duration = segment_duration + timestamps = tokens[timestamp_tokens.nonzero().flatten()] + if ( + len(timestamps) > 0 + and timestamps[-1].item() != tokenizer.timestamp_begin + ): + # no consecutive timestamps but it has a timestamp; use the last one. + # single timestamp at the end means no speech after the last timestamp. + last_timestamp_position = ( + timestamps[-1].item() - tokenizer.timestamp_begin + ) + duration = last_timestamp_position * time_precision + + add_segment( + start=timestamp_offset, + end=timestamp_offset + duration, + text_tokens=tokens, + result=result, + ) + + seek += segment.shape[-1] + all_tokens.extend(tokens.tolist()) + + if not condition_on_previous_text or result.temperature > 0.5: + # do not feed the prompt tokens if a high temperature was used + prompt_reset_since = len(all_tokens) + + # update progress bar + pbar.update(min(num_frames, seek) - previous_seek_value) + previous_seek_value = seek + + return dict( + text=tokenizer.decode(all_tokens[len(initial_prompt) :]), + segments=all_segments, + language=language, + ) + + +def cli(): + from . import available_models + + parser = argparse.ArgumentParser( + formatter_class=argparse.ArgumentDefaultsHelpFormatter + ) + parser.add_argument( + "audio", nargs="+", type=str, help="audio file(s) to transcribe" + ) + parser.add_argument( + "--model", + default="small", + choices=available_models(), + help="name of the Whisper model to use", + ) + parser.add_argument( + "--model_dir", + type=str, + default=None, + help="the path to save model files; uses ~/.cache/whisper by default", + ) + parser.add_argument( + "--device", + default="cuda" if torch.cuda.is_available() else "cpu", + help="device to use for PyTorch inference", + ) + parser.add_argument( + "--output_dir", + "-o", + type=str, + default=".", + help="directory to save the outputs", + ) + parser.add_argument( + "--output_format", + "-f", + type=str, + default="all", + choices=["txt", "vtt", "srt", "tsv", "json", "all"], + help="format of the output file; if not specified, all available formats will be produced", + ) + parser.add_argument( + "--verbose", + type=str2bool, + default=True, + help="whether to print out the progress and debug messages", + ) + + parser.add_argument( + "--task", + type=str, + default="transcribe", + choices=["transcribe", "translate"], + help="whether to perform X->X speech recognition ('transcribe') or X->English translation ('translate')", + ) + parser.add_argument( + "--language", + type=str, + default=None, + choices=sorted(LANGUAGES.keys()) + + sorted([k.title() for k in TO_LANGUAGE_CODE.keys()]), + help="language spoken in the audio, specify None to perform language detection", + ) + + parser.add_argument( + "--temperature", type=float, default=0, help="temperature to use for sampling" + ) + parser.add_argument( + "--best_of", + type=optional_int, + default=5, + help="number of candidates when sampling with non-zero temperature", + ) + parser.add_argument( + "--beam_size", + type=optional_int, + default=5, + help="number of beams in beam search, only applicable when temperature is zero", + ) + parser.add_argument( + "--patience", + type=float, + default=None, + help="optional patience value to use in beam decoding, as in https://arxiv.org/abs/2204.05424, the default (1.0) is equivalent to conventional beam search", + ) + parser.add_argument( + "--length_penalty", + type=float, + default=None, + help="optional token length penalty coefficient (alpha) as in https://arxiv.org/abs/1609.08144, uses simple length normalization by default", + ) + + parser.add_argument( + "--suppress_tokens", + type=str, + default="-1", + help="comma-separated list of token ids to suppress during sampling; '-1' will suppress most special characters except common punctuations", + ) + parser.add_argument( + "--initial_prompt", + type=str, + default=None, + help="optional text to provide as a prompt for the first window.", + ) + parser.add_argument( + "--condition_on_previous_text", + type=str2bool, + default=True, + help="if True, provide the previous output of the model as a prompt for the next window; disabling may make the text inconsistent across windows, but the model becomes less prone to getting stuck in a failure loop", + ) + parser.add_argument( + "--fp16", + type=str2bool, + default=True, + help="whether to perform inference in fp16; True by default", + ) + + parser.add_argument( + "--temperature_increment_on_fallback", + type=optional_float, + default=0.2, + help="temperature to increase when falling back when the decoding fails to meet either of the thresholds below", + ) + parser.add_argument( + "--compression_ratio_threshold", + type=optional_float, + default=2.4, + help="if the gzip compression ratio is higher than this value, treat the decoding as failed", + ) + parser.add_argument( + "--logprob_threshold", + type=optional_float, + default=-1.0, + help="if the average log probability is lower than this value, treat the decoding as failed", + ) + parser.add_argument( + "--no_speech_threshold", + type=optional_float, + default=0.6, + help="if the probability of the <|nospeech|> token is higher than this value AND the decoding has failed due to `logprob_threshold`, consider the segment as silence", + ) + parser.add_argument( + "--threads", + type=optional_int, + default=0, + help="number of threads used by torch for CPU inference; supercedes MKL_NUM_THREADS/OMP_NUM_THREADS", + ) + + args = parser.parse_args().__dict__ + model_name: str = args.pop("model") + model_dir: str = args.pop("model_dir") + output_dir: str = args.pop("output_dir") + output_format: str = args.pop("output_format") + device: str = args.pop("device") + os.makedirs(output_dir, exist_ok=True) + + if model_name.endswith(".en") and args["language"] not in {"en", "English"}: + if args["language"] is not None: + warnings.warn( + f"{model_name} is an English-only model but receipted '{args['language']}'; using English instead." + ) + args["language"] = "en" + + temperature = args.pop("temperature") + temperature_increment_on_fallback = args.pop("temperature_increment_on_fallback") + if temperature_increment_on_fallback is not None: + temperature = tuple( + np.arange(temperature, 1.0 + 1e-6, temperature_increment_on_fallback) + ) + else: + temperature = [temperature] + + threads = args.pop("threads") + if threads > 0: + torch.set_num_threads(threads) + + from . import load_model + + model = load_model(model_name, device=device, download_root=model_dir) + + writer = get_writer(output_format, output_dir) + + for audio_path in args.pop("audio"): + result = transcribe(model, audio_path, temperature=temperature, **args) + writer(result, audio_path) + + +if __name__ == "__main__": + cli() diff --git a/almeval/models/stepaudio/funasr_detach/models/whisper/utils/utils.py b/almeval/models/stepaudio/funasr_detach/models/whisper/utils/utils.py new file mode 100644 index 0000000000000000000000000000000000000000..e9c2c712217a44a1a343aa02710b64478e0cd9cb --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/models/whisper/utils/utils.py @@ -0,0 +1,172 @@ +import json +import os +import sys +import zlib +from typing import Callable, TextIO + +system_encoding = sys.getdefaultencoding() + +if system_encoding != "utf-8": + + def make_safe(string): + # replaces any character not representable using the system default encoding with an '?', + # avoiding UnicodeEncodeError (https://github.com/openai/whisper/discussions/729). + return string.encode(system_encoding, errors="replace").decode(system_encoding) + +else: + + def make_safe(string): + # utf-8 can encode any Unicode code point, so no need to do the round-trip encoding + return string + + +def exact_div(x, y): + assert x % y == 0 + return x // y + + +def str2bool(string): + str2val = {"True": True, "False": False} + if string in str2val: + return str2val[string] + else: + raise ValueError(f"Expected one of {set(str2val.keys())}, got {string}") + + +def optional_int(string): + return None if string == "None" else int(string) + + +def optional_float(string): + return None if string == "None" else float(string) + + +def compression_ratio(text) -> float: + text_bytes = text.encode("utf-8") + return len(text_bytes) / len(zlib.compress(text_bytes)) + + +def format_timestamp( + seconds: float, always_include_hours: bool = False, decimal_marker: str = "." +): + assert seconds >= 0, "non-negative timestamp expected" + milliseconds = round(seconds * 1000.0) + + hours = milliseconds // 3_600_000 + milliseconds -= hours * 3_600_000 + + minutes = milliseconds // 60_000 + milliseconds -= minutes * 60_000 + + seconds = milliseconds // 1_000 + milliseconds -= seconds * 1_000 + + hours_marker = f"{hours:02d}:" if always_include_hours or hours > 0 else "" + return ( + f"{hours_marker}{minutes:02d}:{seconds:02d}{decimal_marker}{milliseconds:03d}" + ) + + +class ResultWriter: + extension: str + + def __init__(self, output_dir: str): + self.output_dir = output_dir + + def __call__(self, result: dict, audio_path: str): + audio_basename = os.path.basename(audio_path) + output_path = os.path.join( + self.output_dir, audio_basename + "." + self.extension + ) + + with open(output_path, "w", encoding="utf-8") as f: + self.write_result(result, file=f) + + def write_result(self, result: dict, file: TextIO): + raise NotImplementedError + + +class WriteTXT(ResultWriter): + extension: str = "txt" + + def write_result(self, result: dict, file: TextIO): + for segment in result["segments"]: + print(segment["text"].strip(), file=file, flush=True) + + +class WriteVTT(ResultWriter): + extension: str = "vtt" + + def write_result(self, result: dict, file: TextIO): + print("WEBVTT\n", file=file) + for segment in result["segments"]: + print( + f"{format_timestamp(segment['start'])} --> {format_timestamp(segment['end'])}\n" + f"{segment['text'].strip().replace('-->', '->')}\n", + file=file, + flush=True, + ) + + +class WriteSRT(ResultWriter): + extension: str = "srt" + + def write_result(self, result: dict, file: TextIO): + for i, segment in enumerate(result["segments"], start=1): + # write srt lines + print( + f"{i}\n" + f"{format_timestamp(segment['start'], always_include_hours=True, decimal_marker=',')} --> " + f"{format_timestamp(segment['end'], always_include_hours=True, decimal_marker=',')}\n" + f"{segment['text'].strip().replace('-->', '->')}\n", + file=file, + flush=True, + ) + + +class WriteTSV(ResultWriter): + """ + Write a transcript to a file in TSV (tab-separated values) format containing lines like: + \t\t + + Using integer milliseconds as start and end times means there's no chance of interference from + an environment setting a language encoding that causes the decimal in a floating point number + to appear as a comma; also is faster and more efficient to parse & store, e.g., in C++. + """ + + extension: str = "tsv" + + def write_result(self, result: dict, file: TextIO): + print("start", "end", "text", sep="\t", file=file) + for segment in result["segments"]: + print(round(1000 * segment["start"]), file=file, end="\t") + print(round(1000 * segment["end"]), file=file, end="\t") + print(segment["text"].strip().replace("\t", " "), file=file, flush=True) + + +class WriteJSON(ResultWriter): + extension: str = "json" + + def write_result(self, result: dict, file: TextIO): + json.dump(result, file) + + +def get_writer(output_format: str, output_dir: str) -> Callable[[dict, TextIO], None]: + writers = { + "txt": WriteTXT, + "vtt": WriteVTT, + "srt": WriteSRT, + "tsv": WriteTSV, + "json": WriteJSON, + } + + if output_format == "all": + all_writers = [writer(output_dir) for writer in writers.values()] + + def write_all(result: dict, file: TextIO): + for writer in all_writers: + writer(result, file) + + return write_all + + return writers[output_format](output_dir) diff --git a/almeval/models/stepaudio/funasr_detach/optimizers/__init__.py b/almeval/models/stepaudio/funasr_detach/optimizers/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..2d6bd7e0b17a5eebc6945cdde8b86652d39a3156 --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/optimizers/__init__.py @@ -0,0 +1,17 @@ +import torch +from funasr_detach.optimizers.fairseq_adam import FairseqAdam +from funasr_detach.optimizers.sgd import SGD + +optim_classes = dict( + adam=torch.optim.Adam, + fairseq_adam=FairseqAdam, + adamw=torch.optim.AdamW, + sgd=SGD, + adadelta=torch.optim.Adadelta, + adagrad=torch.optim.Adagrad, + adamax=torch.optim.Adamax, + asgd=torch.optim.ASGD, + lbfgs=torch.optim.LBFGS, + rmsprop=torch.optim.RMSprop, + rprop=torch.optim.Rprop, +) diff --git a/almeval/models/stepaudio/funasr_detach/optimizers/fairseq_adam.py b/almeval/models/stepaudio/funasr_detach/optimizers/fairseq_adam.py new file mode 100644 index 0000000000000000000000000000000000000000..1d686aaf5d2706ed73f4e0baacdf98b52e949e06 --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/optimizers/fairseq_adam.py @@ -0,0 +1,152 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +# +# This source code is licensed under the MIT license found in the +# LICENSE file in the root directory of this source tree. + + +import math + +import torch +import torch.optim + + +class FairseqAdam(torch.optim.Optimizer): + r"""Implements Adam algorithm. + + This implementation is modified from torch.optim.Adam based on: + `Fixed Weight Decay Regularization in Adam` + (see https://arxiv.org/abs/1711.05101) + + It has been proposed in `Adam: A Method for Stochastic Optimization`_. + + Args: + params (iterable): iterable of parameters to optimize or dicts defining + parameter groups + lr (float, optional): learning rate (default: 1e-3) + betas (Tuple[float, float], optional): coefficients used for computing + running averages of gradient and its square (default: (0.9, 0.999)) + eps (float, optional): term added to the denominator to improve + numerical stability (default: 1e-8) + weight_decay (float, optional): weight decay (L2 penalty) (default: 0) + amsgrad (boolean, optional): whether to use the AMSGrad variant of this + algorithm from the paper `On the Convergence of Adam and Beyond`_ + + .. _Adam\: A Method for Stochastic Optimization: + https://arxiv.org/abs/1412.6980 + .. _On the Convergence of Adam and Beyond: + https://openreview.net/forum?id=ryQu7f-RZ + """ + + def __init__( + self, + params, + lr=1e-3, + adam_betas=(0.9, 0.999), + adam_eps=1e-8, + weight_decay=0, + amsgrad=False, + ): + defaults = dict( + lr=lr, + betas=adam_betas, + eps=adam_eps, + weight_decay=weight_decay, + amsgrad=amsgrad, + ) + super(FairseqAdam, self).__init__(params, defaults) + self.optimizer_lr = lr + + @property + def supports_memory_efficient_fp16(self): + return True + + @property + def supports_flat_params(self): + return True + + def step(self, closure=None): + """Performs a single optimization step. + + Args: + closure (callable, optional): A closure that reevaluates the model + and returns the loss. + """ + loss = None + if closure is not None: + loss = closure() + + for group in self.param_groups: + for p in group["params"]: + if p.grad is None: + continue + grad = p.grad.data + if grad.dtype in {torch.float16, torch.bfloat16}: + grad = grad.float() + if grad.is_sparse: + raise RuntimeError( + "Adam does not support sparse gradients, please consider SparseAdam instead" + ) + amsgrad = group.get("amsgrad", False) + + p_data_fp32 = p.data + if p.data.dtype in {torch.float16, torch.bfloat16}: + p_data_fp32 = p_data_fp32.float() + + state = self.state[p] + + # State initialization + if len(state) == 0: + state["step"] = 0 + # Exponential moving average of gradient values + state["exp_avg"] = torch.zeros_like(p_data_fp32) + # Exponential moving average of squared gradient values + state["exp_avg_sq"] = torch.zeros_like(p_data_fp32) + if amsgrad: + # Maintains max of all exp. moving avg. of sq. grad. values + state["max_exp_avg_sq"] = torch.zeros_like(p_data_fp32) + else: + state["exp_avg"] = state["exp_avg"].to(p_data_fp32) + state["exp_avg_sq"] = state["exp_avg_sq"].to(p_data_fp32) + if amsgrad: + state["max_exp_avg_sq"] = state["max_exp_avg_sq"].to( + p_data_fp32 + ) + + exp_avg, exp_avg_sq = state["exp_avg"], state["exp_avg_sq"] + if amsgrad: + max_exp_avg_sq = state["max_exp_avg_sq"] + beta1, beta2 = group["betas"] + + state["step"] += 1 + + # Decay the first and second moment running average coefficient + exp_avg.mul_(beta1).add_(grad, alpha=1 - beta1) + exp_avg_sq.mul_(beta2).addcmul_(grad, grad, value=1 - beta2) + if amsgrad: + # Maintains the maximum of all 2nd moment running avg. till now + torch.max(max_exp_avg_sq, exp_avg_sq, out=max_exp_avg_sq) + # Use the max. for normalizing running avg. of gradient + denom = max_exp_avg_sq.sqrt().add_(group["eps"]) + else: + denom = exp_avg_sq.sqrt().add_(group["eps"]) + + bias_correction1 = 1 - beta1 ** state["step"] + bias_correction2 = 1 - beta2 ** state["step"] + step_size = group["lr"] * math.sqrt(bias_correction2) / bias_correction1 + + if group["weight_decay"] != 0: + p_data_fp32.add_( + p_data_fp32, alpha=-group["weight_decay"] * group["lr"] + ) + + p_data_fp32.addcdiv_(exp_avg, denom, value=-step_size) + + if p.data.dtype in {torch.float16, torch.bfloat16}: + p.data.copy_(p_data_fp32) + + return loss + + def set_lr(self, lr): + """Set the learning rate.""" + for param_group in self.param_groups: + param_group["lr"] = lr diff --git a/almeval/models/stepaudio/funasr_detach/optimizers/sgd.py b/almeval/models/stepaudio/funasr_detach/optimizers/sgd.py new file mode 100644 index 0000000000000000000000000000000000000000..fb7a3df01ed428038361626ab1a8e40405bedb14 --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/optimizers/sgd.py @@ -0,0 +1,30 @@ +import torch + + +class SGD(torch.optim.SGD): + """Thin inheritance of torch.optim.SGD to bind the required arguments, 'lr' + + Note that + the arguments of the optimizer invoked by AbsTask.main() + must have default value except for 'param'. + + I can't understand why only SGD.lr doesn't have the default value. + """ + + def __init__( + self, + params, + lr: float = 0.1, + momentum: float = 0.0, + dampening: float = 0.0, + weight_decay: float = 0.0, + nesterov: bool = False, + ): + super().__init__( + params, + lr=lr, + momentum=momentum, + dampening=dampening, + weight_decay=weight_decay, + nesterov=nesterov, + ) diff --git a/almeval/models/stepaudio/funasr_detach/register.py b/almeval/models/stepaudio/funasr_detach/register.py new file mode 100644 index 0000000000000000000000000000000000000000..7280d2d2c63328111ef2203410544ba282103e37 --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/register.py @@ -0,0 +1,93 @@ +import logging +import inspect +from dataclasses import dataclass +import re + + +@dataclass +class RegisterTables: + model_classes = {} + frontend_classes = {} + specaug_classes = {} + normalize_classes = {} + encoder_classes = {} + decoder_classes = {} + joint_network_classes = {} + predictor_classes = {} + stride_conv_classes = {} + tokenizer_classes = {} + batch_sampler_classes = {} + dataset_classes = {} + index_ds_classes = {} + + def print(self, key=None): + print("\ntables: \n") + fields = vars(self) + for classes_key, classes_dict in fields.items(): + + flag = True + if key is not None: + flag = key in classes_key + if classes_key.endswith("_meta") and flag: + print( + f"----------- ** {classes_key.replace('_meta', '')} ** --------------" + ) + headers = ["class name", "class location"] + metas = [] + for register_key, meta in classes_dict.items(): + metas.append(meta) + metas.sort(key=lambda x: x[0]) + data = [headers] + metas + col_widths = [max(len(str(item)) for item in col) for col in zip(*data)] + + for row in data: + print( + "| " + + " | ".join( + str(item).ljust(width) + for item, width in zip(row, col_widths) + ) + + " |" + ) + print("\n") + + def register(self, register_tables_key: str, key=None): + def decorator(target_class): + + if not hasattr(self, register_tables_key): + setattr(self, register_tables_key, {}) + logging.info( + "new registry table has been added: {}".format(register_tables_key) + ) + + registry = getattr(self, register_tables_key) + registry_key = key if key is not None else target_class.__name__ + + # assert not registry_key in registry, "(key: {} / class: {}) has been registered already，in {}".format( + # registry_key, target_class, register_tables_key) + + registry[registry_key] = target_class + + # meta， headers = ["class name", "register name", "class location"] + register_tables_key_meta = register_tables_key + "_meta" + if not hasattr(self, register_tables_key_meta): + setattr(self, register_tables_key_meta, {}) + registry_meta = getattr(self, register_tables_key_meta) + # doc = target_class.__doc__ + class_file = inspect.getfile(target_class) + class_line = inspect.getsourcelines(target_class)[1] + pattern = r"^.+/funasr/" + class_file = re.sub(pattern, "funasr/", class_file) + meata_data = [f"{target_class.__name__}", f"{class_file}:{class_line}"] + # meata_data = [f"{target_class.__name__}", f"{registry_key}", f"{class_file}:{class_line}"] + registry_meta[registry_key] = meata_data + # print(f"Registering class: {class_file}:{class_line} - {target_class.__name__} as {registry_key}") + return target_class + + return decorator + + +tables = RegisterTables() + +# from funasr_detach.models.paraformer_streaming.model import ParaformerStreaming +import funasr diff --git a/almeval/models/stepaudio/funasr_detach/schedulers/__init__.py b/almeval/models/stepaudio/funasr_detach/schedulers/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..25c2292ad062632f8df6f9aaf38c9f2b88d98cce --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/schedulers/__init__.py @@ -0,0 +1,23 @@ +import torch +import torch.multiprocessing +import torch.nn +import torch.optim + +from funasr_detach.schedulers.noam_lr import NoamLR +from funasr_detach.schedulers.tri_stage_scheduler import TriStageLR +from funasr_detach.schedulers.warmup_lr import WarmupLR + +scheduler_classes = dict( + ReduceLROnPlateau=torch.optim.lr_scheduler.ReduceLROnPlateau, + lambdalr=torch.optim.lr_scheduler.LambdaLR, + steplr=torch.optim.lr_scheduler.StepLR, + multisteplr=torch.optim.lr_scheduler.MultiStepLR, + exponentiallr=torch.optim.lr_scheduler.ExponentialLR, + CosineAnnealingLR=torch.optim.lr_scheduler.CosineAnnealingLR, + noamlr=NoamLR, + warmuplr=WarmupLR, + tri_stage=TriStageLR, + cycliclr=torch.optim.lr_scheduler.CyclicLR, + onecyclelr=torch.optim.lr_scheduler.OneCycleLR, + CosineAnnealingWarmRestarts=torch.optim.lr_scheduler.CosineAnnealingWarmRestarts, +) diff --git a/almeval/models/stepaudio/funasr_detach/schedulers/abs_scheduler.py b/almeval/models/stepaudio/funasr_detach/schedulers/abs_scheduler.py new file mode 100644 index 0000000000000000000000000000000000000000..7395f259c3e563f560ea99080e00dac61967b421 --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/schedulers/abs_scheduler.py @@ -0,0 +1,84 @@ +from abc import ABC +from abc import abstractmethod + +import torch.optim.lr_scheduler as L + + +class AbsScheduler(ABC): + @abstractmethod + def step(self, epoch: int = None): + pass + + @abstractmethod + def state_dict(self): + pass + + @abstractmethod + def load_state_dict(self, state): + pass + + +# If you need to define custom scheduler, please inherit these classes +class AbsBatchStepScheduler(AbsScheduler): + @abstractmethod + def step(self, epoch: int = None): + pass + + @abstractmethod + def state_dict(self): + pass + + @abstractmethod + def load_state_dict(self, state): + pass + + +class AbsEpochStepScheduler(AbsScheduler): + @abstractmethod + def step(self, epoch: int = None): + pass + + @abstractmethod + def state_dict(self): + pass + + @abstractmethod + def load_state_dict(self, state): + pass + + +class AbsValEpochStepScheduler(AbsEpochStepScheduler): + @abstractmethod + def step(self, val, epoch: int = None): + pass + + @abstractmethod + def state_dict(self): + pass + + @abstractmethod + def load_state_dict(self, state): + pass + + +# Create alias type to check the type +# Note(kamo): Currently PyTorch doesn't provide the base class +# to judge these classes. +AbsValEpochStepScheduler.register(L.ReduceLROnPlateau) +for s in [ + L.ReduceLROnPlateau, + L.LambdaLR, + L.StepLR, + L.MultiStepLR, + L.MultiStepLR, + L.ExponentialLR, + L.CosineAnnealingLR, +]: + AbsEpochStepScheduler.register(s) + +AbsBatchStepScheduler.register(L.CyclicLR) +for s in [ + L.OneCycleLR, + L.CosineAnnealingWarmRestarts, +]: + AbsBatchStepScheduler.register(s) diff --git a/almeval/models/stepaudio/funasr_detach/schedulers/noam_lr.py b/almeval/models/stepaudio/funasr_detach/schedulers/noam_lr.py new file mode 100644 index 0000000000000000000000000000000000000000..975feb61ac2bb3d96cc999c6553a5ae5f870fc36 --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/schedulers/noam_lr.py @@ -0,0 +1,64 @@ +"""Noam learning rate scheduler module.""" + +from typing import Union +import warnings + +import torch +from torch.optim.lr_scheduler import _LRScheduler + +from funasr_detach.schedulers.abs_scheduler import AbsBatchStepScheduler + + +class NoamLR(_LRScheduler, AbsBatchStepScheduler): + """The LR scheduler proposed by Noam + + Ref: + "Attention Is All You Need", https://arxiv.org/pdf/1706.03762.pdf + + FIXME(kamo): PyTorch doesn't provide _LRScheduler as public class, + thus the behaviour isn't guaranteed at forward PyTorch version. + + NOTE(kamo): The "model_size" in original implementation is derived from + the model, but in this implementation, this parameter is a constant value. + You need to change it if the model is changed. + + """ + + def __init__( + self, + optimizer: torch.optim.Optimizer, + model_size: Union[int, float] = 320, + warmup_steps: Union[int, float] = 25000, + last_epoch: int = -1, + ): + self.model_size = model_size + self.warmup_steps = warmup_steps + + lr = list(optimizer.param_groups)[0]["lr"] + new_lr = self.lr_for_WarmupLR(lr) + warnings.warn( + f"NoamLR is deprecated. " + f"Use WarmupLR(warmup_steps={warmup_steps}) with Optimizer(lr={new_lr})", + ) + + # __init__() must be invoked before setting field + # because step() is also invoked in __init__() + super().__init__(optimizer, last_epoch) + + def lr_for_WarmupLR(self, lr: float) -> float: + return lr / self.model_size**0.5 / self.warmup_steps**0.5 + + def __repr__(self): + return ( + f"{self.__class__.__name__}(model_size={self.model_size}, " + f"warmup_steps={self.warmup_steps})" + ) + + def get_lr(self): + step_num = self.last_epoch + 1 + return [ + lr + * self.model_size**-0.5 + * min(step_num**-0.5, step_num * self.warmup_steps**-1.5) + for lr in self.base_lrs + ] diff --git a/almeval/models/stepaudio/funasr_detach/schedulers/tri_stage_scheduler.py b/almeval/models/stepaudio/funasr_detach/schedulers/tri_stage_scheduler.py new file mode 100644 index 0000000000000000000000000000000000000000..86c8a6a82e9d42b5c36f5f296ce2e060f4d6bf20 --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/schedulers/tri_stage_scheduler.py @@ -0,0 +1,106 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +# +# This source code is licensed under the MIT license found in the +# LICENSE file in the root directory of this source tree. + +import math +from typing import Optional, List + +import torch +from torch.optim.lr_scheduler import _LRScheduler + +from funasr_detach.schedulers.abs_scheduler import AbsBatchStepScheduler + + +class TriStageLR(_LRScheduler, AbsBatchStepScheduler): + def __init__( + self, + optimizer: torch.optim.Optimizer, + last_epoch: int = -1, + phase_ratio: Optional[List[float]] = None, + init_lr_scale: float = 0.01, + final_lr_scale: float = 0.01, + ): + self.optimizer = optimizer + self.last_epoch = last_epoch + self.phase_ratio = phase_ratio + self.init_lr_scale = init_lr_scale + self.final_lr_scale = final_lr_scale + self.optimizer_lr = self.optimizer.defaults["lr"] + + def init_tri_stage_scheudler(self, max_update): + self.max_update = max_update + self.peak_lr = self.optimizer_lr + self.init_lr = self.init_lr_scale * self.optimizer_lr + self.final_lr = self.final_lr_scale * self.optimizer_lr + + assert self.max_update > 0 + assert sum(self.phase_ratio) == 1, "phase ratios must add up to 1" + assert len(self.phase_ratio) == 3 + self.warmup_steps = int(self.max_update * self.phase_ratio[0]) + self.hold_steps = int(self.max_update * self.phase_ratio[1]) + self.decay_steps = int(self.max_update * self.phase_ratio[2]) + + self.warmup_rate = ( + (self.peak_lr - self.init_lr) / self.warmup_steps + if self.warmup_steps != 0 + else 0 + ) + self.decay_factor = -math.log(self.final_lr_scale) / self.decay_steps + + # initial learning rate + self.lr = self.init_lr + + # __init__() must be invoked before setting field + # because step() is also invoked in __init__() + self.set_optimizer_lr(self.lr) + super().__init__(self.optimizer, self.last_epoch) + + def _decide_stage(self, update_step): + """ + return stage, and the corresponding steps within the current stage + """ + if update_step < self.warmup_steps: + # warmup state + return 0, update_step + + offset = self.warmup_steps + + if update_step < offset + self.hold_steps: + # hold stage + return 1, update_step - offset + + offset += self.hold_steps + + if update_step <= offset + self.decay_steps: + # decay stage + return 2, update_step - offset + + offset += self.decay_steps + + # still here ? constant lr stage + return 3, update_step - offset + + def step_update(self, num_updates): + """Update the learning rate after each update.""" + stage, steps_in_stage = self._decide_stage(num_updates) + if stage == 0: + self.lr = self.init_lr + self.warmup_rate * steps_in_stage + elif stage == 1: + self.lr = self.peak_lr + elif stage == 2: + self.lr = self.peak_lr * math.exp(-self.decay_factor * steps_in_stage) + elif stage == 3: + self.lr = self.final_lr + else: + raise ValueError("Undefined stage") + self.set_optimizer_lr(self.lr) + + def set_optimizer_lr(self, lr): + for param_group in self.optimizer.param_groups: + param_group["lr"] = lr + + def get_lr(self): + step_num = self.last_epoch + 1 + self.step_update(step_num) + return [self.lr] diff --git a/almeval/models/stepaudio/funasr_detach/schedulers/warmup_lr.py b/almeval/models/stepaudio/funasr_detach/schedulers/warmup_lr.py new file mode 100644 index 0000000000000000000000000000000000000000..361a5be12e9d3586117fe9da6a9ea456963e3b88 --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/schedulers/warmup_lr.py @@ -0,0 +1,49 @@ +"""Warm up learning rate scheduler module.""" + +from typing import Union + +import torch +from torch.optim.lr_scheduler import _LRScheduler + +from funasr_detach.schedulers.abs_scheduler import AbsBatchStepScheduler + + +class WarmupLR(_LRScheduler, AbsBatchStepScheduler): + """The WarmupLR scheduler + + This scheduler is almost same as NoamLR Scheduler except for following difference: + + NoamLR: + lr = optimizer.lr * model_size ** -0.5 + * min(step ** -0.5, step * warmup_step ** -1.5) + WarmupLR: + lr = optimizer.lr * warmup_step ** 0.5 + * min(step ** -0.5, step * warmup_step ** -1.5) + + Note that the maximum lr equals to optimizer.lr in this scheduler. + + """ + + def __init__( + self, + optimizer: torch.optim.Optimizer, + warmup_steps: Union[int, float] = 25000, + last_epoch: int = -1, + ): + self.warmup_steps = warmup_steps + + # __init__() must be invoked before setting field + # because step() is also invoked in __init__() + super().__init__(optimizer, last_epoch) + + def __repr__(self): + return f"{self.__class__.__name__}(warmup_steps={self.warmup_steps})" + + def get_lr(self): + step_num = self.last_epoch + 1 + return [ + lr + * self.warmup_steps**0.5 + * min(step_num**-0.5, step_num * self.warmup_steps**-1.5) + for lr in self.base_lrs + ] diff --git a/almeval/models/stepaudio/funasr_detach/train_utils/__init__.py b/almeval/models/stepaudio/funasr_detach/train_utils/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/almeval/models/stepaudio/funasr_detach/train_utils/add_gradient_noise.py b/almeval/models/stepaudio/funasr_detach/train_utils/add_gradient_noise.py new file mode 100644 index 0000000000000000000000000000000000000000..654e928ec003b9592120451230c1e2253b2b09c0 --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/train_utils/add_gradient_noise.py @@ -0,0 +1,31 @@ +import torch + + +def add_gradient_noise( + model: torch.nn.Module, + iteration: int, + duration: float = 100, + eta: float = 1.0, + scale_factor: float = 0.55, +): + """Adds noise from a standard normal distribution to the gradients. + + The standard deviation (`sigma`) is controlled + by the three hyper-parameters below. + `sigma` goes to zero (no noise) with more iterations. + + Args: + model: Model. + iteration: Number of iterations. + duration: {100, 1000}: Number of durations to control + the interval of the `sigma` change. + eta: {0.01, 0.3, 1.0}: The magnitude of `sigma`. + scale_factor: {0.55}: The scale of `sigma`. + """ + interval = (iteration // duration) + 1 + sigma = eta / interval**scale_factor + for param in model.parameters(): + if param.grad is not None: + _shape = param.grad.size() + noise = sigma * torch.randn(_shape).to(param.device) + param.grad += noise diff --git a/almeval/models/stepaudio/funasr_detach/train_utils/average_nbest_models.py b/almeval/models/stepaudio/funasr_detach/train_utils/average_nbest_models.py new file mode 100644 index 0000000000000000000000000000000000000000..bfccd84116af84f1718e249bc84e82d122ae06f9 --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/train_utils/average_nbest_models.py @@ -0,0 +1,187 @@ +import logging +from pathlib import Path +from typing import Optional +from typing import Sequence +from typing import Union +import warnings +import os +from io import BytesIO + +import torch +from typing import Collection +import os +import torch +import re +from collections import OrderedDict +from functools import cmp_to_key + + +# @torch.no_grad() +# def average_nbest_models( +# output_dir: Path, +# best_model_criterion: Sequence[Sequence[str]], +# nbest: Union[Collection[int], int], +# suffix: Optional[str] = None, +# oss_bucket=None, +# pai_output_dir=None, +# ) -> None: +# """Generate averaged model from n-best models +# +# Args: +# output_dir: The directory contains the model file for each epoch +# reporter: Reporter instance +# best_model_criterion: Give criterions to decide the best model. +# e.g. [("valid", "loss", "min"), ("train", "acc", "max")] +# nbest: Number of best model files to be averaged +# suffix: A suffix added to the averaged model file name +# """ +# if isinstance(nbest, int): +# nbests = [nbest] +# else: +# nbests = list(nbest) +# if len(nbests) == 0: +# warnings.warn("At least 1 nbest values are required") +# nbests = [1] +# if suffix is not None: +# suffix = suffix + "." +# else: +# suffix = "" +# +# # 1. Get nbests: List[Tuple[str, str, List[Tuple[epoch, value]]]] +# nbest_epochs = [ +# (ph, k, reporter.sort_epochs_and_values(ph, k, m)[: max(nbests)]) +# for ph, k, m in best_model_criterion +# if reporter.has(ph, k) +# ] +# +# _loaded = {} +# for ph, cr, epoch_and_values in nbest_epochs: +# _nbests = [i for i in nbests if i <= len(epoch_and_values)] +# if len(_nbests) == 0: +# _nbests = [1] +# +# for n in _nbests: +# if n == 0: +# continue +# elif n == 1: +# # The averaged model is same as the best model +# e, _ = epoch_and_values[0] +# op = output_dir / f"{e}epoch.pb" +# sym_op = output_dir / f"{ph}.{cr}.ave_1best.{suffix}pb" +# if sym_op.is_symlink() or sym_op.exists(): +# sym_op.unlink() +# sym_op.symlink_to(op.name) +# else: +# op = output_dir / f"{ph}.{cr}.ave_{n}best.{suffix}pb" +# logging.info( +# f"Averaging {n}best models: " f'criterion="{ph}.{cr}": {op}' +# ) +# +# avg = None +# # 2.a. Averaging model +# for e, _ in epoch_and_values[:n]: +# if e not in _loaded: +# if oss_bucket is None: +# _loaded[e] = torch.load( +# output_dir / f"{e}epoch.pb", +# map_location="cpu", +# ) +# else: +# buffer = BytesIO( +# oss_bucket.get_object(os.path.join(pai_output_dir, f"{e}epoch.pb")).read()) +# _loaded[e] = torch.load(buffer) +# states = _loaded[e] +# +# if avg is None: +# avg = states +# else: +# # Accumulated +# for k in avg: +# avg[k] = avg[k] + states[k] +# for k in avg: +# if str(avg[k].dtype).startswith("torch.int"): +# # For int type, not averaged, but only accumulated. +# # e.g. BatchNorm.num_batches_tracked +# # (If there are any cases that requires averaging +# # or the other reducing method, e.g. max/min, for integer type, +# # please report.) +# pass +# else: +# avg[k] = avg[k] / n +# +# # 2.b. Save the ave model and create a symlink +# if oss_bucket is None: +# torch.save(avg, op) +# else: +# buffer = BytesIO() +# torch.save(avg, buffer) +# oss_bucket.put_object(os.path.join(pai_output_dir, f"{ph}.{cr}.ave_{n}best.{suffix}pb"), +# buffer.getvalue()) +# +# # 3. *.*.ave.pb is a symlink to the max ave model +# if oss_bucket is None: +# op = output_dir / f"{ph}.{cr}.ave_{max(_nbests)}best.{suffix}pb" +# sym_op = output_dir / f"{ph}.{cr}.ave.{suffix}pb" +# if sym_op.is_symlink() or sym_op.exists(): +# sym_op.unlink() +# sym_op.symlink_to(op.name) + + +def _get_checkpoint_paths(output_dir: str, last_n: int = 5): + """ + Get the paths of the last 'last_n' checkpoints by parsing filenames + in the output directory. + """ + # List all files in the output directory + files = os.listdir(output_dir) + # Filter out checkpoint files and extract epoch numbers + checkpoint_files = [f for f in files if f.startswith("model.pt.e")] + # Sort files by epoch number in descending order + checkpoint_files.sort( + key=lambda x: int(re.search(r"(\d+)", x).group()), reverse=True + ) + # Get the last 'last_n' checkpoint paths + checkpoint_paths = [os.path.join(output_dir, f) for f in checkpoint_files[:last_n]] + return checkpoint_paths + + +@torch.no_grad() +def average_checkpoints(output_dir: str, last_n: int = 5): + """ + Average the last 'last_n' checkpoints' model state_dicts. + If a tensor is of type torch.int, perform sum instead of average. + """ + checkpoint_paths = _get_checkpoint_paths(output_dir, last_n) + state_dicts = [] + + # Load state_dicts from checkpoints + for path in checkpoint_paths: + if os.path.isfile(path): + state_dicts.append(torch.load(path, map_location="cpu")["state_dict"]) + else: + print(f"Checkpoint file {path} not found.") + continue + + # Check if we have any state_dicts to average + if not state_dicts: + raise RuntimeError("No checkpoints found for averaging.") + + # Average or sum weights + avg_state_dict = OrderedDict() + for key in state_dicts[0].keys(): + tensors = [state_dict[key].cpu() for state_dict in state_dicts] + # Check the type of the tensor + if str(tensors[0].dtype).startswith("torch.int"): + # Perform sum for integer tensors + summed_tensor = sum(tensors) + avg_state_dict[key] = summed_tensor + else: + # Perform average for other types of tensors + stacked_tensors = torch.stack(tensors) + avg_state_dict[key] = torch.mean(stacked_tensors, dim=0) + + torch.save( + {"state_dict": avg_state_dict}, + os.path.join(output_dir, f"model.pt.avg{last_n}"), + ) + return avg_state_dict diff --git a/almeval/models/stepaudio/funasr_detach/train_utils/device_funcs.py b/almeval/models/stepaudio/funasr_detach/train_utils/device_funcs.py new file mode 100644 index 0000000000000000000000000000000000000000..7919e7d923200e0deb67bc1a8f83ad56c599d274 --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/train_utils/device_funcs.py @@ -0,0 +1,71 @@ +import dataclasses +import warnings + +import numpy as np +import torch + + +def to_device(data, device=None, dtype=None, non_blocking=False, copy=False): + """Change the device of object recursively""" + if isinstance(data, dict): + return { + k: to_device(v, device, dtype, non_blocking, copy) for k, v in data.items() + } + elif dataclasses.is_dataclass(data) and not isinstance(data, type): + return type(data)( + *[ + to_device(v, device, dtype, non_blocking, copy) + for v in dataclasses.astuple(data) + ] + ) + # maybe namedtuple. I don't know the correct way to judge namedtuple. + elif isinstance(data, tuple) and type(data) is not tuple: + return type(data)( + *[to_device(o, device, dtype, non_blocking, copy) for o in data] + ) + elif isinstance(data, (list, tuple)): + return type(data)(to_device(v, device, dtype, non_blocking, copy) for v in data) + elif isinstance(data, np.ndarray): + return to_device(torch.from_numpy(data), device, dtype, non_blocking, copy) + elif isinstance(data, torch.Tensor): + return data.to(device, dtype, non_blocking, copy) + else: + return data + + +def force_gatherable(data, device): + """Change object to gatherable in torch.nn.DataParallel recursively + + The difference from to_device() is changing to torch.Tensor if float or int + value is found. + + The restriction to the returned value in DataParallel: + The object must be + - torch.cuda.Tensor + - 1 or more dimension. 0-dimension-tensor sends warning. + or a list, tuple, dict. + + """ + if isinstance(data, dict): + return {k: force_gatherable(v, device) for k, v in data.items()} + # DataParallel can't handle NamedTuple well + elif isinstance(data, tuple) and type(data) is not tuple: + return type(data)(*[force_gatherable(o, device) for o in data]) + elif isinstance(data, (list, tuple, set)): + return type(data)(force_gatherable(v, device) for v in data) + elif isinstance(data, np.ndarray): + return force_gatherable(torch.from_numpy(data), device) + elif isinstance(data, torch.Tensor): + if data.dim() == 0: + # To 1-dim array + data = data[None] + return data.to(device) + elif isinstance(data, float): + return torch.tensor([data], dtype=torch.float, device=device) + elif isinstance(data, int): + return torch.tensor([data], dtype=torch.long, device=device) + elif data is None: + return None + else: + warnings.warn(f"{type(data)} may not be gatherable by DataParallel") + return data diff --git a/almeval/models/stepaudio/funasr_detach/train_utils/forward_adaptor.py b/almeval/models/stepaudio/funasr_detach/train_utils/forward_adaptor.py new file mode 100644 index 0000000000000000000000000000000000000000..eb6da2bb189690e85bc9192b5bd1958854a1353c --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/train_utils/forward_adaptor.py @@ -0,0 +1,31 @@ +import torch + + +class ForwardAdaptor(torch.nn.Module): + """Wrapped module to parallelize specified method + + torch.nn.DataParallel parallelizes only "forward()" + and, maybe, the method having the other name can't be applied + except for wrapping the module just like this class. + + Examples: + >>> class A(torch.nn.Module): + ... def foo(self, x): + ... ... + >>> model = A() + >>> model = ForwardAdaptor(model, "foo") + >>> model = torch.nn.DataParallel(model, device_ids=[0, 1]) + >>> x = torch.randn(2, 10) + >>> model(x) + """ + + def __init__(self, module: torch.nn.Module, name: str): + super().__init__() + self.module = module + self.name = name + if not hasattr(module, name): + raise ValueError(f"{module} doesn't have {name}") + + def forward(self, *args, **kwargs): + func = getattr(self.module, self.name) + return func(*args, **kwargs) diff --git a/almeval/models/stepaudio/funasr_detach/train_utils/initialize.py b/almeval/models/stepaudio/funasr_detach/train_utils/initialize.py new file mode 100644 index 0000000000000000000000000000000000000000..667585a27412838823da5b63626097bdf1706f67 --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/train_utils/initialize.py @@ -0,0 +1,55 @@ +#!/usr/bin/env python3 + +"""Initialize modules for espnet2 neural networks.""" + +import math +import torch + + +def initialize(model: torch.nn.Module, init: str): + """Initialize weights of a neural network module. + + Parameters are initialized using the given method or distribution. + + Custom initialization routines can be implemented into submodules + as function `espnet_initialization_fn` within the custom module. + + Args: + model: Target. + init: Method of initialization. + """ + + # weight init + for p in model.parameters(): + if p.dim() > 1: + if init == "xavier_uniform": + torch.nn.init.xavier_uniform_(p.data) + elif init == "xavier_normal": + torch.nn.init.xavier_normal_(p.data) + elif init == "kaiming_uniform": + torch.nn.init.kaiming_uniform_(p.data, nonlinearity="relu") + elif init == "kaiming_normal": + torch.nn.init.kaiming_normal_(p.data, nonlinearity="relu") + else: + raise ValueError("Unknown initialization: " + init) + # bias init + for p in model.parameters(): + if p.dim() == 1: + p.data.zero_() + + # reset some modules with default init + for m in model.modules(): + if isinstance(m, (torch.nn.Embedding, torch.nn.LayerNorm, torch.nn.GroupNorm)): + m.reset_parameters() + if hasattr(m, "espnet_initialization_fn"): + m.espnet_initialization_fn() + + # TODO(xkc): Hacking s3prl_frontend and wav2vec2encoder initialization + if getattr(model, "encoder", None) and getattr( + model.encoder, "reload_pretrained_parameters", None + ): + model.encoder.reload_pretrained_parameters() + if getattr(model, "frontend", None) and getattr( + model.frontend, "reload_pretrained_parameters", None + ): + model.frontend.reload_pretrained_parameters() diff --git a/almeval/models/stepaudio/funasr_detach/train_utils/load_pretrained_model.py b/almeval/models/stepaudio/funasr_detach/train_utils/load_pretrained_model.py new file mode 100644 index 0000000000000000000000000000000000000000..0c7eee4e071b162c84eb22e91abc660ca6a3929b --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/train_utils/load_pretrained_model.py @@ -0,0 +1,172 @@ +from typing import Any +from typing import Dict +from typing import Union +from io import BytesIO + +import logging +import torch +import torch.nn +import torch.optim + + +def filter_state_dict( + dst_state: Dict[str, Union[float, torch.Tensor]], + src_state: Dict[str, Union[float, torch.Tensor]], +): + """Filter name, size mismatch instances between dicts. + + Args: + dst_state: reference state dict for filtering + src_state: target state dict for filtering + + """ + match_state = {} + for key, value in src_state.items(): + if key in dst_state and (dst_state[key].size() == src_state[key].size()): + match_state[key] = value + else: + if key not in dst_state: + logging.warning( + f"Filter out {key} from pretrained dict" + + " because of name not found in target dict" + ) + else: + logging.warning( + f"Filter out {key} from pretrained dict" + + " because of size mismatch" + + f"({dst_state[key].size()}-{src_state[key].size()})" + ) + return match_state + + +def assigment_scope_map(dst_state: dict, src_state: dict, scope_map: str = None): + """Compute the union of the current variables and checkpoint variables.""" + import collections + import re + + # current model variables + name_to_variable = collections.OrderedDict() + for name, var in dst_state.items(): + name_to_variable[name] = var + + scope_map_num = 0 + if scope_map is not None: + scope_map = scope_map.split(",") + scope_map_num = len(scope_map) // 2 + for scope_map_idx in range(scope_map_num): + scope_map_id = scope_map_idx * 2 + logging.info( + "assignment_map from scope {} to {}".format( + scope_map[scope_map_id], scope_map[scope_map_id + 1] + ) + ) + + assignment_map = {} + for name, var in src_state.items(): + + if scope_map: + for scope_map_idx in range(scope_map_num): + scope_map_id = scope_map_idx * 2 + try: + idx = name.index(scope_map[scope_map_id]) + new_name = ( + scope_map[scope_map_id + 1] + + name[idx + len(scope_map[scope_map_id]) :] + ) + if new_name in name_to_variable: + assignment_map[name] = var + except: + continue + else: + if name in name_to_variable: + assignment_map[name] = var + + return assignment_map + + +def load_pretrained_model( + path: str, + model: torch.nn.Module, + ignore_init_mismatch: bool, + map_location: str = "cpu", + oss_bucket=None, + scope_map=None, + excludes=None, +): + """Load a model state and set it to the model. + + Args: + init_param: ::: + + Examples: + + """ + + obj = model + dst_state = obj.state_dict() + # import pdb; + # pdb.set_trace() + print(f"ckpt: {path}") + if oss_bucket is None: + src_state = torch.load(path, map_location=map_location) + else: + buffer = BytesIO(oss_bucket.get_object(path).read()) + src_state = torch.load(buffer, map_location=map_location) + if "state_dict" in src_state: + src_state = src_state["state_dict"] + + for k in dst_state.keys(): + if not k.startswith("module.") and "module." + k in src_state.keys(): + k_ddp = "module." + k + else: + k_ddp = k + if k_ddp in src_state: + dst_state[k] = src_state[k_ddp] + else: + print(f"Miss key in ckpt: model: {k}, ckpt: {k_ddp}") + + flag = obj.load_state_dict(dst_state, strict=True) + # print(flag) + + +# def load_pretrained_model( +# path: str, +# model: torch.nn.Module, +# ignore_init_mismatch: bool, +# map_location: str = "cpu", +# oss_bucket=None, +# scope_map=None, +# excludes=None, +# ): +# """Load a model state and set it to the model. +# +# Args: +# init_param: ::: +# +# Examples: +# +# """ +# +# obj = model +# +# if oss_bucket is None: +# src_state = torch.load(path, map_location=map_location) +# else: +# buffer = BytesIO(oss_bucket.get_object(path).read()) +# src_state = torch.load(buffer, map_location=map_location) +# src_state = src_state["model"] if "model" in src_state else src_state +# +# if excludes is not None: +# for e in excludes.split(","): +# src_state = {k: v for k, v in src_state.items() if not k.startswith(e)} +# +# dst_state = obj.state_dict() +# src_state = assigment_scope_map(dst_state, src_state, scope_map) +# +# if ignore_init_mismatch: +# src_state = filter_state_dict(dst_state, src_state) +# +# logging.debug("Loaded src_state keys: {}".format(src_state.keys())) +# logging.debug("Loaded dst_state keys: {}".format(dst_state.keys())) +# dst_state.update(src_state) +# obj.load_state_dict(dst_state, strict=True) diff --git a/almeval/models/stepaudio/funasr_detach/train_utils/model_summary.py b/almeval/models/stepaudio/funasr_detach/train_utils/model_summary.py new file mode 100644 index 0000000000000000000000000000000000000000..1001160a9dafd4c3235c7477d88616976686ff3b --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/train_utils/model_summary.py @@ -0,0 +1,64 @@ +import numpy as np +import torch + + +def get_human_readable_count(number: int) -> str: + """Return human_readable_count + + Originated from: + https://github.com/PyTorchLightning/pytorch-lightning/blob/master/pytorch_lightning/core/memory.py + + Abbreviates an integer number with K, M, B, T for thousands, millions, + billions and trillions, respectively. + Examples: + >>> get_human_readable_count(123) + '123 ' + >>> get_human_readable_count(1234) # (one thousand) + '1 K' + >>> get_human_readable_count(2e6) # (two million) + '2 M' + >>> get_human_readable_count(3e9) # (three billion) + '3 B' + >>> get_human_readable_count(4e12) # (four trillion) + '4 T' + >>> get_human_readable_count(5e15) # (more than trillion) + '5,000 T' + Args: + number: a positive integer number + Return: + A string formatted according to the pattern described above. + """ + assert number >= 0 + labels = [" ", "K", "M", "B", "T"] + num_digits = int(np.floor(np.log10(number)) + 1 if number > 0 else 1) + num_groups = int(np.ceil(num_digits / 3)) + num_groups = min(num_groups, len(labels)) # don't abbreviate beyond trillions + shift = -3 * (num_groups - 1) + number = number * (10**shift) + index = num_groups - 1 + return f"{number:.2f} {labels[index]}" + + +def to_bytes(dtype) -> int: + # torch.float16 -> 16 + return int(str(dtype)[-2:]) // 8 + + +def model_summary(model: torch.nn.Module) -> str: + message = "Model structure:\n" + message += str(model) + tot_params = sum(p.numel() for p in model.parameters()) + num_params = sum(p.numel() for p in model.parameters() if p.requires_grad) + percent_trainable = "{:.1f}".format(num_params * 100.0 / tot_params) + tot_params = get_human_readable_count(tot_params) + num_params = get_human_readable_count(num_params) + message += "\n\nModel summary:\n" + message += f" Class Name: {model.__class__.__name__}\n" + message += f" Total Number of model parameters: {tot_params}\n" + message += ( + f" Number of trainable parameters: {num_params} ({percent_trainable}%)\n" + ) + + dtype = next(iter(model.parameters())).dtype + message += f" Type: {dtype}" + return message diff --git a/almeval/models/stepaudio/funasr_detach/train_utils/recursive_op.py b/almeval/models/stepaudio/funasr_detach/train_utils/recursive_op.py new file mode 100644 index 0000000000000000000000000000000000000000..1c2a92fd83b6efd96b9b42d906418c8301c3259c --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/train_utils/recursive_op.py @@ -0,0 +1,48 @@ +"""Torch utility module.""" + +import torch + +if torch.distributed.is_available(): + from torch.distributed import ReduceOp + + +def recursive_sum(obj, weight: torch.Tensor, distributed: bool = False): + assert weight.dim() == 1, weight.size() + if isinstance(obj, (tuple, list)): + return type(obj)(recursive_sum(v, weight, distributed) for v in obj) + elif isinstance(obj, dict): + return {k: recursive_sum(v, weight, distributed) for k, v in obj.items()} + elif isinstance(obj, torch.Tensor): + assert obj.size() == weight.size(), (obj.size(), weight.size()) + obj = (obj * weight.type(obj.dtype)).sum() + if distributed: + torch.distributed.all_reduce(obj, op=ReduceOp.SUM) + return obj + elif obj is None: + return None + else: + raise ValueError(type(obj)) + + +def recursive_divide(a, b: torch.Tensor): + if isinstance(a, (tuple, list)): + return type(a)(recursive_divide(v, b) for v in a) + elif isinstance(a, dict): + return {k: recursive_divide(v, b) for k, v in a.items()} + elif isinstance(a, torch.Tensor): + assert a.size() == b.size(), (a.size(), b.size()) + return a / b.type(a.dtype) + elif a is None: + return None + else: + raise ValueError(type(a)) + + +def recursive_average(obj, weight: torch.Tensor, distributed: bool = False): + obj = recursive_sum(obj, weight, distributed) + weight = weight.sum() + if distributed: + torch.distributed.all_reduce(weight, op=ReduceOp.SUM) + # Normalize weight to be sum-to-1 + obj = recursive_divide(obj, weight) + return obj, weight diff --git a/almeval/models/stepaudio/funasr_detach/train_utils/set_all_random_seed.py b/almeval/models/stepaudio/funasr_detach/train_utils/set_all_random_seed.py new file mode 100644 index 0000000000000000000000000000000000000000..ebdca3f537aac53bdc6e6cea168c49805bdf2d2f --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/train_utils/set_all_random_seed.py @@ -0,0 +1,10 @@ +import random + +import numpy as np +import torch + + +def set_all_random_seed(seed: int): + random.seed(seed) + np.random.seed(seed) + torch.random.manual_seed(seed) diff --git a/almeval/models/stepaudio/funasr_detach/train_utils/trainer.py b/almeval/models/stepaudio/funasr_detach/train_utils/trainer.py new file mode 100644 index 0000000000000000000000000000000000000000..d6f218efe9f735fdb1f2903f031d856f62a3e573 --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/train_utils/trainer.py @@ -0,0 +1,417 @@ +import os +import time +import torch +import logging +from tqdm import tqdm +from datetime import datetime +import torch.distributed as dist +from contextlib import nullcontext + +# from torch.utils.tensorboard import SummaryWriter +from tensorboardX import SummaryWriter +from pathlib import Path + +from funasr_detach.train_utils.device_funcs import to_device +from funasr_detach.train_utils.recursive_op import recursive_average +from funasr_detach.train_utils.average_nbest_models import average_checkpoints + + +class Trainer: + """ + A simple trainer class for training a PyTorch model, saving checkpoints at the end of each epoch, + and optionally resuming from a saved checkpoint. + + Attributes: + max_epoch (int): Maximum number of epochs for training. + model (torch.nn.Module): The model to be trained. + optim (torch.optim.Optimizer): The optimizer to use for training. + scheduler (torch.optim.lr_scheduler._LRScheduler): The learning rate scheduler. + dataloader_train (torch.utils.data.DataLoader): DataLoader for the training dataset. + dataloader_val (torch.utils.data.DataLoader): DataLoader for the validation dataset. + output_dir (str): Directory where model checkpoints will be saved. + resume (str, optional): Path to a checkpoint to resume training from. + """ + + def __init__( + self, + model, + optim, + scheduler, + dataloader_train, + dataloader_val, + local_rank, + use_ddp=False, + use_fsdp=False, + output_dir: str = "./", + **kwargs, + ): + """ + Initializes the Trainer class with the model, optimizer, scheduler, dataloaders, and other settings. + + Args: + model (torch.nn.Module): The model to be trained. + optim (torch.optim.Optimizer): The optimizer to use for training. + scheduler (torch.optim.lr_scheduler._LRScheduler): The learning rate scheduler. + dataloader_train (torch.utils.data.DataLoader): The DataLoader for the training dataset. + dataloader_val (torch.utils.data.DataLoader): The DataLoader for the validation dataset. + **kwargs: Additional keyword arguments: + max_epoch (int): The maximum number of epochs for training. + output_dir (str): The directory where model checkpoints will be saved. Default is './'. + resume (str, optional): The file path to a checkpoint to resume training from. + """ + + self.model = model + self.optim = optim + self.scheduler = scheduler + self.dataloader_train = dataloader_train + self.dataloader_val = dataloader_val + self.output_dir = output_dir + self.resume = kwargs.get("resume", True) + self.start_epoch = 0 + self.max_epoch = kwargs.get("max_epoch", 100) + self.local_rank = local_rank + self.use_ddp = use_ddp + self.use_fsdp = use_fsdp + self.device = next(model.parameters()).device + self.avg_nbest_model = kwargs.get("avg_nbest_model", 5) + self.kwargs = kwargs + self.log_interval = kwargs.get("log_interval", 50) + self.batch_total = 0 + + try: + rank = dist.get_rank() + world_size = dist.get_world_size() + except: + rank = 0 + world_size = 1 + logging.warning("distributed is not initialized, only single shard") + self.rank = rank + self.world_size = world_size + + os.makedirs(os.path.join(self.output_dir, "tensorboard"), exist_ok=True) + self.writer = ( + SummaryWriter(os.path.join(self.output_dir, "tensorboard")) + if rank == 0 + else None + ) + + def _save_checkpoint(self, epoch): + """ + Saves a checkpoint containing the model's state, the optimizer's state, + and the scheduler's state at the end of the given epoch. This method is + intended to be called at the end of each epoch to save the training progress. + + Args: + epoch (int): The epoch number at which the checkpoint is being saved. + """ + state = { + "epoch": epoch, + "state_dict": self.model.state_dict(), + "optimizer": self.optim.state_dict(), + "scheduler": self.scheduler.state_dict(), + } + # Create output directory if it does not exist + os.makedirs(self.output_dir, exist_ok=True) + filename = os.path.join(self.output_dir, f"model.pt.ep{epoch}") + torch.save(state, filename) + + print(f"\nCheckpoint saved to {filename}\n") + latest = Path(os.path.join(self.output_dir, f"model.pt")) + torch.save(state, latest) + + def _resume_checkpoint(self, resume_path): + """ + Resumes training from a checkpoint at the given file path. + Loads the model's state, the optimizer's state, and the scheduler's state. + + Args: + resume_path (str): The file path to the checkpoint to resume from. + """ + ckpt = os.path.join(resume_path, "model.pt") + if os.path.isfile(ckpt): + checkpoint = torch.load(ckpt) + self.start_epoch = checkpoint["epoch"] + 1 + # self.model.load_state_dict(checkpoint['state_dict']) + src_state = checkpoint["state_dict"] + dst_state = self.model.state_dict() + for k in dst_state.keys(): + if not k.startswith("module.") and "module." + k in src_state.keys(): + k_ddp = "module." + k + else: + k_ddp = k + if k_ddp in src_state.keys(): + dst_state[k] = src_state[k_ddp] + else: + print(f"Miss key in ckpt: model: {k}, ckpt: {k_ddp}") + + self.model.load_state_dict(dst_state) + self.optim.load_state_dict(checkpoint["optimizer"]) + self.scheduler.load_state_dict(checkpoint["scheduler"]) + print(f"Checkpoint loaded successfully from '{ckpt}'") + else: + print(f"No checkpoint found at '{ckpt}', starting from scratch") + + if self.use_ddp or self.use_fsdp: + dist.barrier() + + def run(self): + """ + Starts the training process, iterating over epochs, training the model, + and saving checkpoints at the end of each epoch. + """ + if self.resume: + self._resume_checkpoint(self.output_dir) + + for epoch in range(self.start_epoch, self.max_epoch + 1): + time1 = time.perf_counter() + self._train_epoch(epoch) + + if self.use_ddp or self.use_fsdp: + dist.barrier() + + self._validate_epoch(epoch) + + if self.use_ddp or self.use_fsdp: + dist.barrier() + + if self.rank == 0: + self._save_checkpoint(epoch) + + if self.use_ddp or self.use_fsdp: + dist.barrier() + + self.scheduler.step() + + time2 = time.perf_counter() + time_escaped = (time2 - time1) / 3600.0 + print( + f"\nrank: {self.local_rank}, time_escaped_epoch: {time_escaped:.3f} hours, estimated to finish {self.max_epoch} epoch: {(self.max_epoch-epoch)*time_escaped:.3f}\n" + ) + + if self.rank == 0: + average_checkpoints(self.output_dir, self.avg_nbest_model) + + if self.use_ddp or self.use_fsdp: + dist.barrier() + + if self.writer: + self.writer.close() + + def _train_epoch(self, epoch): + """ + Defines the training process for a single epoch with gradient accumulation. + Args: + epoch (int): The current epoch number. + """ + self.model.train() + pbar = tqdm( + colour="blue", + desc=f"rank: {self.local_rank}, Training Epoch: {epoch + 1}", + total=len(self.dataloader_train), + dynamic_ncols=True, + ) + + # Set the number of steps for gradient accumulation + accum_grad = self.kwargs.get("accum_grad", 1) + # Initialize the gradient accumulation + self.optim.zero_grad() + speed_stats = {} + time5 = time.perf_counter() + + for batch_idx, batch in enumerate(self.dataloader_train): + self.batch_total += 1 + time1 = time.perf_counter() + speed_stats["data_load"] = f"{time1-time5:0.3f}" + + batch = to_device(batch, self.device) + + my_context = ( + self.model.no_sync if batch_idx % accum_grad != 0 else nullcontext + ) + with my_context(): + time2 = time.perf_counter() + + retval = self.model(**batch) + torch.cuda.empty_cache() + + time3 = time.perf_counter() + speed_stats["forward_time"] = f"{time3 - time2:0.3f}" + loss, stats, weight = retval + stats = {k: v for k, v in stats.items() if v is not None} + if self.use_ddp or self.use_fsdp: + # Apply weighted averaging for loss and stats + loss = (loss * weight.type(loss.dtype)).sum() + # if distributed, this method can also apply all_reduce() + stats, weight = recursive_average(stats, weight, distributed=True) + # Now weight is summation over all workers + loss /= weight + # Multiply world_size because DistributedDataParallel + # automatically normalizes the gradient by world_size. + loss *= self.world_size + # Scale the loss since we're not updating for every mini-batch + loss = loss / accum_grad + loss.backward() + time4 = time.perf_counter() + speed_stats["backward_time"] = f"{time4 - time3:0.3f}" + + # Perform an optimizer step only after accumulating enough gradients + if (batch_idx + 1) % accum_grad == 0 or (batch_idx + 1) == len( + self.dataloader_train + ): + # Perform gradient clipping if it is set + if self.kwargs.get("grad_clip", None) is not None: + grad_norm = torch.nn.utils.clip_grad_norm_( + self.model.parameters(), + max_norm=self.kwargs.get("grad_clip", 10.0), + norm_type=self.kwargs.get("grad_clip_type", 2.0), + ) + if not torch.isfinite(grad_norm): + logging.warning( + f"The grad norm is {grad_norm}. Skipping updating the model." + ) + self.optim.zero_grad() # Reset gradients + continue + + # Execute an optimization step (update model parameters) + if self.use_ddp or self.use_fsdp: + dist.barrier() + self.optim.step() + self.scheduler.step() + # Clear gradients for the next accumulation stage + self.optim.zero_grad() + total_time = f"{time.perf_counter() - time5:0.3f}" + time5 = time.perf_counter() + speed_stats["optim_time"] = f"{time5 - time4:0.3f}" + + speed_stats["total_time"] = total_time + + if (batch_idx + 1) % self.log_interval == 0 or (batch_idx + 1) == len( + self.dataloader_train + ): + pbar.update(self.log_interval) + gpu_info = ( + "GPU, memory: {:.3f} GB, " + "{:.3f} GB, " + "{:.3f} GB, " + "{:.3f} GB".format( + torch.cuda.memory_allocated() / 1024 / 1024 / 1024, + torch.cuda.max_memory_allocated() / 1024 / 1024 / 1024, + torch.cuda.memory_reserved() / 1024 / 1024 / 1024, + torch.cuda.max_memory_reserved() / 1024 / 1024 / 1024, + ) + ) + lr = self.scheduler.get_last_lr()[0] + time_now = datetime.now() + time_now = time_now.strftime("%Y-%m-%d %H:%M:%S") + description = ( + f"{time_now}, " + f"rank: {self.local_rank}, " + f"epoch: {epoch}/{self.max_epoch}, " + f"step: {batch_idx+1}/{len(self.dataloader_train)}, total: {self.batch_total}, " + f"(loss: {loss.detach().cpu().item():.3f}), " + f"(lr: {lr:.3e}), " + f"{[(k, round(v.cpu().item(), 3)) for k, v in stats.items()]}, " + f"{speed_stats}, " + f"{gpu_info}" + ) + pbar.set_description(description) + if self.writer: + self.writer.add_scalar( + f"rank{self.local_rank}_Loss/train", + loss.item(), + self.batch_total, + ) + self.writer.add_scalar( + f"rank{self.local_rank}_lr/train", lr, self.batch_total + ) + for key, var in stats.items(): + self.writer.add_scalar( + f"rank{self.local_rank}_{key}/train", + var.item(), + self.batch_total, + ) + for key, var in speed_stats.items(): + self.writer.add_scalar( + f"rank{self.local_rank}_{key}/train", + eval(var), + self.batch_total, + ) + + pbar.close() + + def _validate_epoch(self, epoch): + """ + Defines the validation process for a single epoch. + Should be implemented with the actual model validation steps. + + Args: + epoch (int): The current epoch number. + """ + self.model.eval() + with torch.no_grad(): + pbar = tqdm( + colour="red", + desc=f"rank: {self.local_rank}, Validation Epoch: {epoch + 1}", + total=len(self.dataloader_val), + dynamic_ncols=True, + ) + speed_stats = {} + time5 = time.perf_counter() + for batch_idx, batch in enumerate(self.dataloader_val): + time1 = time.perf_counter() + speed_stats["data_load"] = f"{time1 - time5:0.3f}" + batch = to_device(batch, self.device) + time2 = time.perf_counter() + retval = self.model(**batch) + time3 = time.perf_counter() + speed_stats["forward_time"] = f"{time3 - time2:0.3f}" + loss, stats, weight = retval + stats = {k: v for k, v in stats.items() if v is not None} + if self.use_ddp or self.use_fsdp: + # Apply weighted averaging for loss and stats + loss = (loss * weight.type(loss.dtype)).sum() + # if distributed, this method can also apply all_reduce() + stats, weight = recursive_average(stats, weight, distributed=True) + # Now weight is summation over all workers + loss /= weight + # Multiply world_size because DistributedDataParallel + # automatically normalizes the gradient by world_size. + loss *= self.world_size + # Scale the loss since we're not updating for every mini-batch + loss = loss + time4 = time.perf_counter() + + if (batch_idx + 1) % self.log_interval == 0 or (batch_idx + 1) == len( + self.dataloader_val + ): + pbar.update(self.log_interval) + time_now = datetime.now() + time_now = time_now.strftime("%Y-%m-%d %H:%M:%S") + description = ( + f"{time_now}, " + f"rank: {self.local_rank}, " + f"validation epoch: {epoch}/{self.max_epoch}, " + f"step: {batch_idx+1}/{len(self.dataloader_val)}, " + f"(loss: {loss.detach().cpu().item():.3f}), " + f"{[(k, round(v.cpu().item(), 3)) for k, v in stats.items()]}, " + f"{speed_stats}, " + ) + pbar.set_description(description) + if self.writer: + self.writer.add_scalar( + f"rank{self.local_rank}_Loss/val", + loss.item(), + epoch * len(self.dataloader_val) + batch_idx, + ) + for key, var in stats.items(): + self.writer.add_scalar( + f"rank{self.local_rank}_{key}/val", + var.item(), + epoch * len(self.dataloader_val) + batch_idx, + ) + for key, var in speed_stats.items(): + self.writer.add_scalar( + f"rank{self.local_rank}_{key}/val", + eval(var), + epoch * len(self.dataloader_val) + batch_idx, + ) diff --git a/almeval/models/stepaudio/funasr_detach/version.txt b/almeval/models/stepaudio/funasr_detach/version.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0f3d96f877256ed9ae03858ecc5185a989b1d1b --- /dev/null +++ b/almeval/models/stepaudio/funasr_detach/version.txt @@ -0,0 +1 @@ +1.0.8 diff --git a/almeval/models/stepaudio/requirements-vllm.txt b/almeval/models/stepaudio/requirements-vllm.txt new file mode 100644 index 0000000000000000000000000000000000000000..78b53c2bb6b3ebb4a5f535c47016ef8f774e1434 --- /dev/null +++ b/almeval/models/stepaudio/requirements-vllm.txt @@ -0,0 +1,22 @@ +torch==2.5.1 +torchaudio==2.5.1 +torchvision +transformers==4.48.3 +accelerate==1.3.0 +openai-whisper +onnxruntime-gpu==1.19.0 +omegaconf==2.3.0 +librosa==0.10.2.post1 +sox==1.5.0 +modelscope +numpy==1.26.4 +six==1.16.0 +hyperpyyaml +conformer==0.3.2 +diffusers +pillow +sentencepiece +funasr>=1.1.3 +protobuf==5.29.3 +gradio>=5.16.0 +vllm==0.7.2 \ No newline at end of file diff --git a/almeval/models/stepaudio/requirements.txt b/almeval/models/stepaudio/requirements.txt new file mode 100644 index 0000000000000000000000000000000000000000..2aa7689542e06d4db5913a6cfbf573b73c803b4c --- /dev/null +++ b/almeval/models/stepaudio/requirements.txt @@ -0,0 +1,21 @@ +torch==2.3.1 +torchaudio==2.3.1 +torchvision==0.18.1 +transformers==4.48.3 +accelerate==1.3.0 +openai-whisper==20231117 +onnxruntime-gpu==1.17.0 +omegaconf==2.3.0 +librosa==0.10.2.post1 +sox==1.5.0 +modelscope +numpy==1.26.4 +six==1.16.0 +hyperpyyaml +conformer==0.3.2 +diffusers +pillow +sentencepiece +funasr>=1.1.3 +protobuf==5.29.3 +gradio>=5.16.0 diff --git a/almeval/models/stepaudio/speakers/TingtingRAP_prompt.wav b/almeval/models/stepaudio/speakers/TingtingRAP_prompt.wav new file mode 100644 index 0000000000000000000000000000000000000000..55474b9252779ee572650dd4a68be6011d18f3e7 --- /dev/null +++ b/almeval/models/stepaudio/speakers/TingtingRAP_prompt.wav @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:36d260f1a62d1d96b8d5a01b14a197ad967e7652738d6d4cee25816121c4c730 +size 1042174 diff --git a/almeval/models/stepaudio/speakers/Tingting_prompt.wav b/almeval/models/stepaudio/speakers/Tingting_prompt.wav new file mode 100644 index 0000000000000000000000000000000000000000..e3f1183166690080fb00ff9cbcf3d0b44deb84de --- /dev/null +++ b/almeval/models/stepaudio/speakers/Tingting_prompt.wav @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:27ecbef5f3fb6609174ec9556623825867ec5fad485c9641cca41893c4966fc2 +size 394196 diff --git "a/almeval/models/stepaudio/speakers/Tingting\345\223\274\345\224\261_prompt.wav" "b/almeval/models/stepaudio/speakers/Tingting\345\223\274\345\224\261_prompt.wav" new file mode 100644 index 0000000000000000000000000000000000000000..3d6ded0476f42c31a552f52a546fa4478d00d5b4 --- /dev/null +++ "b/almeval/models/stepaudio/speakers/Tingting\345\223\274\345\224\261_prompt.wav" @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6b8455e31e51ce0cafd78f36f3b726f8dfdfc6171419c68ebde1ab72c3621581 +size 1801518 diff --git a/almeval/models/stepaudio/tokenizer.py b/almeval/models/stepaudio/tokenizer.py new file mode 100644 index 0000000000000000000000000000000000000000..ad606bcb0c00930e6f0464787f5140d88f9a422f --- /dev/null +++ b/almeval/models/stepaudio/tokenizer.py @@ -0,0 +1,197 @@ +import io +import threading +import time +import os + +import numpy as np +import torch +import torchaudio +import onnxruntime +import whisper + +from funasr_detach import AutoModel +from utils import resample_audio, energy_norm_fn, trim_silence + + +class StepAudioTokenizer: + def __init__( + self, + encoder_path, + ): + funasr_model_path = os.path.join( + encoder_path, + "dengcunqin/speech_paraformer-large_asr_nat-zh-cantonese-en-16k-vocab8501-online", + ) + kms_path = os.path.join(encoder_path, "linguistic_tokenizer.npy") + cosy_tokenizer_path = os.path.join(encoder_path, "speech_tokenizer_v1.onnx") + self.funasr_model = AutoModel(model=funasr_model_path, model_revision="master") + self.kms = torch.tensor(np.load(kms_path)) + + providers = ["CUDAExecutionProvider"] + session_option = onnxruntime.SessionOptions() + session_option.graph_optimization_level = ( + onnxruntime.GraphOptimizationLevel.ORT_ENABLE_ALL + ) + session_option.intra_op_num_threads = 1 + self.ort_session = onnxruntime.InferenceSession( + cosy_tokenizer_path, sess_options=session_option, providers=providers + ) + self.chunk_size = [0, 4, 5] + self.encoder_chunk_look_back = 4 + self.decoder_chunk_look_back = 1 + + self.vq02_sessions = {} + self.vq02_lock = threading.Lock() + self.vq06_lock = threading.Lock() + + def __call__(self, audio, sr): + _, vq02, vq06 = self.wav2token(audio, sr, False) + text = self.merge_vq0206_to_token_str(vq02, vq06) + return text + + def preprocess_wav(self, audio, sample_rate, enable_trim=True, energy_norm=True): + audio = resample_audio(audio, sample_rate, 16000) + if energy_norm: + audio = energy_norm_fn(audio) + + if enable_trim: + audio = audio.cpu().numpy().squeeze(0) + audio = trim_silence(audio, 16000) + audio = torch.from_numpy(audio) + audio = audio.unsqueeze(0) + return audio + + def wav2token(self, audio, sample_rate, enable_trim=True, energy_norm=True): + audio = self.preprocess_wav( + audio, sample_rate, enable_trim=enable_trim, energy_norm=energy_norm + ) + + vq02_ori = self.get_vq02_code(audio) + vq02 = [int(x) + 65536 for x in vq02_ori] + vq06_ori = self.get_vq06_code(audio) + vq06 = [int(x) + 65536 + 1024 for x in vq06_ori] + + chunk = 1 + chunk_nums = min(len(vq06) // (3 * chunk), len(vq02) // (2 * chunk)) + speech_tokens = [] + for idx in range(chunk_nums): + speech_tokens += vq02[idx * chunk * 2 : (idx + 1) * chunk * 2] + speech_tokens += vq06[idx * chunk * 3 : (idx + 1) * chunk * 3] + return speech_tokens, vq02_ori, vq06_ori + + def get_vq02_code(self, audio, session_id=None, is_final=True): + _tmp_wav = io.BytesIO() + torchaudio.save(_tmp_wav, audio, 16000, format="wav") + _tmp_wav.seek(0) + + with self.vq02_lock: + cache = {} + if session_id in self.vq02_sessions: + cache = self.vq02_sessions[session_id].get("cache", {}) + + res, new_cache = self.funasr_model.infer_encoder( + input=[_tmp_wav], + chunk_size=self.chunk_size, + encoder_chunk_look_back=self.encoder_chunk_look_back, + decoder_chunk_look_back=self.decoder_chunk_look_back, + device=0, + is_final=is_final, + cache=cache, + ) + c_list = [] + for j, res_ in enumerate(res): + feat = res_["enc_out"] + if len(feat) > 0: + c_list = self.dump_label([feat], self.kms)[0] + + if is_final: + if session_id in self.vq02_sessions: + self.vq02_sessions.pop(session_id) + else: + if isinstance(session_id, str) and len(session_id) > 0: + self.vq02_sessions[session_id] = { + "cache": new_cache, + "update_time": time.time(), + } + + return c_list + + def get_vq06_code(self, audio): + + def split_audio(audio, chunk_duration=480000): + start = 0 + chunks = [] + while start < len(audio): + end = min(start + chunk_duration, len(audio)) + chunk = audio[start:end] + if len(chunk) < 480: + pass + else: + chunks.append(chunk) + start = end + return chunks + + with self.vq06_lock: + audio = audio.squeeze(0) + chunk_audios = split_audio(audio, chunk_duration=30 * 16000) # 最大支持30s + speech_tokens = [] + for chunk in chunk_audios: + duration = round(chunk.shape[0] / 16000, 2) + feat = whisper.log_mel_spectrogram(chunk, n_mels=128) + feat = feat.unsqueeze(0) + feat_len = np.array([feat.shape[2]], dtype=np.int32) + chunk_token = ( + self.ort_session.run( + None, + { + self.ort_session.get_inputs()[0] + .name: feat.detach() + .cpu() + .numpy(), + self.ort_session.get_inputs()[1].name: feat_len, + }, + )[0] + .flatten() + .tolist() + ) + assert abs(len(chunk_token) - duration * 25) <= 2 + speech_tokens += chunk_token + + return speech_tokens + + def kmean_cluster(self, samples, means): + dists = torch.cdist(samples, means) + indices = dists.argmin(dim=1).cpu().numpy() + return indices.tolist() + + def dump_label(self, samples, mean): + dims = samples[0].shape[-1] + x_lens = [x.shape[1] for x in samples] + total_len = sum(x_lens) + x_sel = torch.FloatTensor(1, total_len, dims) + start_len = 0 + for sample in samples: + sample_len = sample.shape[1] + end_len = start_len + sample_len + x_sel[:, start_len:end_len] = sample + start_len = end_len + dense_x = x_sel.squeeze(0) + indices = self.kmean_cluster(dense_x, mean) + indices_list = [] + start_len = 0 + for x_len in x_lens: + end_len = start_len + end_len + indices_list.append(indices[start_len:end_len]) + return indices_list + + def merge_vq0206_to_token_str(self, vq02, vq06): + _vq06 = [1024 + x for x in vq06] + result = [] + i = 0 + j = 0 + while i < len(vq02) - 1 and j < len(_vq06) - 2: + sublist = vq02[i : i + 2] + _vq06[j : j + 3] + result.extend(sublist) + i += 2 + j += 3 + return "".join([f"" for x in result]) diff --git a/almeval/models/stepaudio/tts.py b/almeval/models/stepaudio/tts.py new file mode 100644 index 0000000000000000000000000000000000000000..7e6a86e1747af28b83b8134688e192293ff0e2a0 --- /dev/null +++ b/almeval/models/stepaudio/tts.py @@ -0,0 +1,230 @@ +import os +import re +import json + +import torchaudio +import torch +from transformers import AutoModelForCausalLM, AutoTokenizer +from transformers.generation.logits_process import LogitsProcessor +from transformers.generation.utils import LogitsProcessorList + +from cosyvoice.cli.cosyvoice import CosyVoice +from utils import load_optimus_ths_lib + +class RepetitionAwareLogitsProcessor(LogitsProcessor): + def __call__( + self, input_ids: torch.LongTensor, scores: torch.FloatTensor + ) -> torch.FloatTensor: + window_size = 10 + threshold = 0.1 + + window = input_ids[:, -window_size:] + if window.shape[1] < window_size: + return scores + + last_tokens = window[:, -1].unsqueeze(-1) + repeat_counts = (window == last_tokens).sum(dim=1) + repeat_ratios = repeat_counts.float() / window_size + + mask = repeat_ratios > threshold + scores[mask, last_tokens[mask].squeeze(-1)] = float("-inf") + return scores + + +class StepAudioTTS: + def __init__( + self, + model_path, + encoder, + ): + load_optimus_ths_lib(os.path.join(model_path, 'lib')) + self.llm = AutoModelForCausalLM.from_pretrained( + model_path, + torch_dtype=torch.bfloat16, + device_map="cuda", + trust_remote_code=True, + ) + self.tokenizer = AutoTokenizer.from_pretrained( + model_path, trust_remote_code=True + ) + self.common_cosy_model = CosyVoice( + os.path.join(model_path, "CosyVoice-300M-25Hz") + ) + self.music_cosy_model = CosyVoice( + os.path.join(model_path, "CosyVoice-300M-25Hz-Music") + ) + self.encoder = encoder + self.sys_prompt_dict = { + "sys_prompt_for_rap": "请参考对话历史里的音色，用RAP方式将文本内容大声说唱出来。", + "sys_prompt_for_vocal": "请参考对话历史里的音色，用哼唱的方式将文本内容大声唱出来。", + "sys_prompt_wo_spk": '作为一名卓越的声优演员，你的任务是根据文本中（）或()括号内标注的情感、语种或方言、音乐哼唱、语音调整等标签，以丰富细腻的情感和自然顺畅的语调来朗读文本。\n# 情感标签涵盖了多种情绪状态，包括但不限于：\n- "高兴1"\n- "高兴2"\n- "生气1"\n- "生气2"\n- "悲伤1"\n- "撒娇1"\n\n# 语种或方言标签包含多种语言或方言，包括但不限于：\n- "中文"\n- "英文"\n- "韩语"\n- "日语"\n- "四川话"\n- "粤语"\n- "广东话"\n\n# 音乐哼唱标签包含多种类型歌曲哼唱，包括但不限于：\n- "RAP"\n- "哼唱"\n\n# 语音调整标签，包括但不限于：\n- "慢速1"\n- "慢速2"\n- "快速1"\n- "快速2"\n\n请在朗读时，根据这些情感标签的指示，调整你的情感、语气、语调和哼唱节奏，以确保文本的情感和意义得到准确而生动的传达，如果没有()或（）括号，则根据文本语义内容自由演绎。', + "sys_prompt_with_spk": '作为一名卓越的声优演员，你的任务是根据文本中（）或()括号内标注的情感、语种或方言、音乐哼唱、语音调整等标签，以丰富细腻的情感和自然顺畅的语调来朗读文本。\n# 情感标签涵盖了多种情绪状态，包括但不限于：\n- "高兴1"\n- "高兴2"\n- "生气1"\n- "生气2"\n- "悲伤1"\n- "撒娇1"\n\n# 语种或方言标签包含多种语言或方言，包括但不限于：\n- "中文"\n- "英文"\n- "韩语"\n- "日语"\n- "四川话"\n- "粤语"\n- "广东话"\n\n# 音乐哼唱标签包含多种类型歌曲哼唱，包括但不限于：\n- "RAP"\n- "哼唱"\n\n# 语音调整标签，包括但不限于：\n- "慢速1"\n- "慢速2"\n- "快速1"\n- "快速2"\n\n请在朗读时，使用[{}]的声音，根据这些情感标签的指示，调整你的情感、语气、语调和哼唱节奏，以确保文本的情感和意义得到准确而生动的传达，如果没有()或（）括号，则根据文本语义内容自由演绎。', + } + self.register_speakers() + + def __call__(self, text: str, prompt_speaker: str, clone_dict: dict | None = None): + if clone_dict: + clone_prompt_code, clone_prompt_token, clone_prompt_token_len, clone_speech_feat, clone_speech_feat_len, clone_speech_embedding = ( + self.preprocess_prompt_wav(clone_dict['wav_path']) + ) + prompt_speaker = clone_dict['speaker'] + clone_speakers_info = { + "prompt_text": clone_dict['prompt_text'], + "prompt_code": clone_prompt_code, + "cosy_speech_feat": clone_speech_feat.to(torch.bfloat16), + "cosy_speech_feat_len": clone_speech_feat_len, + "cosy_speech_embedding": clone_speech_embedding.to(torch.bfloat16), + "cosy_prompt_token": clone_prompt_token, + "cosy_prompt_token_len": clone_prompt_token_len, + } + + instruction_name = self.detect_instruction_name(text) + prompt_speaker_info = self.speakers_info.get(prompt_speaker) + if instruction_name in ("RAP", "哼唱"): + if not clone_dict: + prompt_speaker_info = self.speakers_info[ + f"{prompt_speaker}{instruction_name}" + ] + cosy_model = self.music_cosy_model + else: + cosy_model = self.common_cosy_model + + if clone_dict: + prompt_speaker = '' + prompt_speaker_info = clone_speakers_info + + token_ids = self.tokenize( + text, + prompt_speaker_info["prompt_text"], + prompt_speaker, + prompt_speaker_info["prompt_code"], + ) + output_ids = self.llm.generate( + torch.tensor([token_ids]).to(torch.long).to("cuda"), + max_length=8192, + temperature=0.7, + do_sample=True, + logits_processor=LogitsProcessorList([RepetitionAwareLogitsProcessor()]), + ) + output_ids = output_ids[:, len(token_ids) : -1] # skip eos token + return ( + cosy_model.token_to_wav_offline( + output_ids - 65536, + prompt_speaker_info["cosy_speech_feat"].to(torch.bfloat16), + prompt_speaker_info["cosy_speech_feat_len"], + prompt_speaker_info["cosy_prompt_token"], + prompt_speaker_info["cosy_prompt_token_len"], + prompt_speaker_info["cosy_speech_embedding"].to(torch.bfloat16), + ), + 22050, + ) + + def register_speakers(self): + self.speakers_info = {} + + with open("speakers/speakers_info.json", "r") as f: + speakers_info = json.load(f) + + for speaker_id, prompt_text in speakers_info.items(): + prompt_wav_path = f"speakers/{speaker_id}_prompt.wav" + prompt_code, prompt_token, prompt_token_len, speech_feat, speech_feat_len, speech_embedding = ( + self.preprocess_prompt_wav(prompt_wav_path) + ) + + self.speakers_info[speaker_id] = { + "prompt_text": prompt_text, + "prompt_code": prompt_code, + "cosy_speech_feat": speech_feat.to(torch.bfloat16), + "cosy_speech_feat_len": speech_feat_len, + "cosy_speech_embedding": speech_embedding.to(torch.bfloat16), + "cosy_prompt_token": prompt_token, + "cosy_prompt_token_len": prompt_token_len, + } + print(f"Registered speaker: {speaker_id}") + + def detect_instruction_name(self, text): + instruction_name = "" + match_group = re.match(r"^([（\(][^\(\)()]*[）\)]).*$", text, re.DOTALL) + if match_group is not None: + instruction = match_group.group(1) + instruction_name = instruction.strip("()（）") + return instruction_name + + def tokenize( + self, text: str, prompt_text: str, prompt_speaker: str, prompt_code: list + ): + rap_or_vocal = self.detect_instruction_name(text) in ("RAP", "哼唱") + + if rap_or_vocal: + if "哼唱" in text: + prompt = self.sys_prompt_dict["sys_prompt_for_vocal"] + else: + prompt = self.sys_prompt_dict["sys_prompt_for_rap"] + elif prompt_speaker: + prompt = self.sys_prompt_dict["sys_prompt_with_spk"].format(prompt_speaker) + else: + prompt = self.sys_prompt_dict["sys_prompt_wo_spk"] + + sys_tokens = self.tokenizer.encode(f"system\n{prompt}") + + history = [1] + history.extend([4] + sys_tokens + [3]) + + _prefix_tokens = self.tokenizer.encode("\n") + prompt_token_encode = self.tokenizer.encode("\n" + prompt_text) + prompt_tokens = prompt_token_encode[len(_prefix_tokens) :] + + target_token_encode = self.tokenizer.encode("\n" + text) + target_tokens = target_token_encode[len(_prefix_tokens) :] + + qrole_toks = self.tokenizer.encode("human\n") + arole_toks = self.tokenizer.encode("assistant\n") + + history.extend( + [4] + + qrole_toks + + prompt_tokens + + [3] + + [4] + + arole_toks + + prompt_code + + [3] + + [4] + + qrole_toks + + target_tokens + + [3] + + [4] + + arole_toks + ) + return history + + def preprocess_prompt_wav(self, prompt_wav_path : str): + prompt_wav, prompt_wav_sr = torchaudio.load(prompt_wav_path) + if prompt_wav.shape[0] > 1: + prompt_wav = prompt_wav.mean(dim=0, keepdim=True) # 将多通道音频转换为单通道 + prompt_wav_16k = torchaudio.transforms.Resample( + orig_freq=prompt_wav_sr, new_freq=16000 + )(prompt_wav) + prompt_wav_22k = torchaudio.transforms.Resample( + orig_freq=prompt_wav_sr, new_freq=22050 + )(prompt_wav) + + speech_feat, speech_feat_len = ( + self.common_cosy_model.frontend._extract_speech_feat(prompt_wav_22k) + ) + speech_embedding = self.common_cosy_model.frontend._extract_spk_embedding( + prompt_wav_16k + ) + + prompt_code, _, _ = self.encoder.wav2token(prompt_wav, prompt_wav_sr) + prompt_token = torch.tensor([prompt_code], dtype=torch.long) - 65536 + prompt_token_len = torch.tensor([prompt_token.shape[1]], dtype=torch.long) + + return ( + prompt_code, + prompt_token, + prompt_token_len, + speech_feat, + speech_feat_len, + speech_embedding, + ) \ No newline at end of file diff --git a/almeval/models/stepaudio/tts_app.py b/almeval/models/stepaudio/tts_app.py new file mode 100644 index 0000000000000000000000000000000000000000..d4963d4097e1db41b23e48003ec7fb0023a0fbf9 --- /dev/null +++ b/almeval/models/stepaudio/tts_app.py @@ -0,0 +1,208 @@ +import gradio as gr +import argparse +import torchaudio +from tts import StepAudioTTS +from tokenizer import StepAudioTokenizer +from datetime import datetime +import os + + +# 保存音频 +def save_audio(audio_type, audio_data, sr): + current_time = datetime.now().strftime("%Y-%m-%d_%H-%M-%S") + save_path = os.path.join(args.tmp_dir, audio_type, f"{current_time}.wav") + os.makedirs(os.path.dirname(save_path), exist_ok=True) + torchaudio.save(save_path, audio_data, sr) + return save_path + + +# 普通语音合成 +def tts_common(text, speaker, emotion, language, speed): + text = ( + (f"({emotion})" if emotion else "") + + (f"({language})" if language else "") + + (f"({speed})" if speed else "") + + text + ) + output_audio, sr = tts_engine(text, speaker) + audio_type = "common" + common_path = save_audio(audio_type, output_audio, sr) + return common_path + + +# RAP / 哼唱模式 +def tts_music(text_input_rap, speaker, mode_input): + text_input_rap = f"({mode_input})" + text_input_rap + output_audio, sr = tts_engine(text_input_rap, speaker) + audio_type = "music" + music_path = save_audio(audio_type, output_audio, sr) + return music_path + + +# 语音克隆 +def tts_clone(text, wav_file, speaker_prompt, emotion, language, speed): + clone_speaker = { + "wav_path": wav_file, + "speaker": "custom_voice", + "prompt_text": speaker_prompt, + } + clone_text = ( + (f"({emotion})" if emotion else "") + + (f"({language})" if language else "") + + (f"({speed})" if speed else "") + + text + ) + output_audio, sr = tts_engine(clone_text, "", clone_speaker) + audio_type = "clone" + clone_path = save_audio(audio_type, output_audio, sr) + return clone_path + + +def launch_demo(args): + # 选项列表 + emotion_options = ["高兴1", "高兴2", "生气1", "生气2", "悲伤1", "撒娇1"] + language_options = ["中文", "英文", "韩语", "日语", "四川话", "粤语", "广东话"] + speed_options = ["慢速1", "慢速2", "快速1", "快速2"] + speaker_options = ["Tingting"] + # Gradio 界面 + with gr.Blocks() as demo: + gr.Markdown("## 🎙️ Step-Audio-TTS-3B Demo") + + # 普通语音合成 + with gr.Tab("Common TTS (普通语音合成)"): + text_input = gr.Textbox( + label="Input Text (输入文本)", + ) + speaker_input = gr.Dropdown( + speaker_options, + label="Speaker Selection (音色选择)", + ) + emotion_input = gr.Dropdown( + emotion_options, + label="Emotion Style (情感风格)", + allow_custom_value=True, + interactive=True, + ) + language_input = gr.Dropdown( + language_options, + label="Language/Dialect (语言/方言)", + allow_custom_value=True, + interactive=True, + ) + speed_input = gr.Dropdown( + speed_options, + label="Speech Rate (语速调节)", + allow_custom_value=True, + interactive=True, + ) + submit_btn = gr.Button("🔊 Generate Speech (生成语音)") + output_audio = gr.Audio( + label="Output Audio (合成语音)", + interactive=False, + ) + + submit_btn.click( + tts_common, + inputs=[ + text_input, + speaker_input, + emotion_input, + language_input, + speed_input, + ], + outputs=output_audio, + ) + + # RAP / 哼唱模式 + with gr.Tab("RAP/Humming Mode (RAP/哼唱模式)"): + text_input_rap = gr.Textbox( + label="Lyrics Input (歌词输入)", + ) + speaker_input = gr.Dropdown( + speaker_options, + label="Speaker Selection (音色选择)", + ) + mode_input = gr.Radio( + ["RAP", "Humming (哼唱)"], + value="RAP", + label="Generation Mode (生成模式)", + ) + submit_btn_rap = gr.Button("🎤 Generate Performance (生成演绎)") + output_audio_rap = gr.Audio( + label="Performance Audio (演绎音频)", interactive=False + ) + submit_btn_rap.click( + tts_music, + inputs=[text_input_rap, speaker_input, mode_input], + outputs=output_audio_rap, + ) + + with gr.Tab("Voice Clone (语音克隆)"): + text_input_clone = gr.Textbox( + label="Target Text (目标文本)", + placeholder="Text to be synthesized with cloned voice (待克隆语音合成的文本)", + ) + audio_input = gr.File( + label="Reference Audio Upload (参考音频上传)", + ) + speaker_prompt = gr.Textbox( + label="Exact text from reference audio (输入参考音频的准确文本)", + ) + emotion_input = gr.Dropdown( + emotion_options, + label="Emotion Style (情感风格)", + allow_custom_value=True, + interactive=True, + ) + language_input = gr.Dropdown( + language_options, + label="Language/Dialect (语言/方言)", + allow_custom_value=True, + interactive=True, + ) + speed_input = gr.Dropdown( + speed_options, + label="Speech Rate (语速调节)", + allow_custom_value=True, + interactive=True, + ) + submit_btn_clone = gr.Button("🗣️ Synthesize Cloned Speech (合成克隆语音)") + output_audio_clone = gr.Audio( + label="Cloned Speech Output (克隆语音输出)", + interactive=False, + ) + submit_btn_clone.click( + tts_clone, + inputs=[ + text_input_clone, + audio_input, + speaker_prompt, + emotion_input, + language_input, + speed_input, + ], + outputs=output_audio_clone, + ) + + # 启动 Gradio demo + demo.queue().launch(server_name=args.server_name, server_port=args.server_port) + + +if __name__ == "__main__": + # 解析命令行参数 + parser = argparse.ArgumentParser() + parser.add_argument("--model-path", type=str, required=True, help="Model path.") + parser.add_argument( + "--server-name", type=str, default="0.0.0.0", help="Demo server name." + ) + parser.add_argument( + "--server-port", type=int, default=7860, help="Demo server port." + ) + parser.add_argument("--tmp_dir", type=str, default="/tmp/gradio", help="Save path.") + + args = parser.parse_args() + # 使用解析后的命令行参数设置模型路径 + model_path = args.model_path + encoder = StepAudioTokenizer(os.path.join(model_path, "Step-Audio-Tokenizer")) + tts_engine = StepAudioTTS(os.path.join(model_path, "Step-Audio-TTS-3B"), encoder) + launch_demo(args) diff --git a/almeval/models/stepaudio/utils.py b/almeval/models/stepaudio/utils.py new file mode 100644 index 0000000000000000000000000000000000000000..7f35d7a19e908ff65a2bddcbadfefb77cae443d7 --- /dev/null +++ b/almeval/models/stepaudio/utils.py @@ -0,0 +1,185 @@ +import io +import base64 + +import librosa +import numpy as np +import math +import os +import threading +import torch +import torchaudio +import sox +import tempfile + + +def encode_wav(wav, sr, rep_format="wav"): + with io.BytesIO() as wavio: + torchaudio.save(wavio, wav, sr, format=rep_format) + audio_bytes = wavio.getvalue() + encoded_wav = base64.b64encode(audio_bytes).decode("ascii") + return encoded_wav + + +def trim_silence(audio, sr, keep_left_time=0.05, keep_right_time=0.22, hop_size=240): + _, index = librosa.effects.trim(audio, top_db=20, frame_length=512, hop_length=128) + num_frames = int(math.ceil((index[1] - index[0]) / hop_size)) # 300 + + left_sil_samples = int(keep_left_time * sr) + right_sil_samples = int(keep_right_time * sr) + + wav_len = len(audio) + start_idx = index[0] - left_sil_samples + trim_wav = audio + + if start_idx > 0: + trim_wav = trim_wav[start_idx:] + else: + trim_wav = np.pad( + trim_wav, (abs(start_idx), 0), mode="constant", constant_values=0.0 + ) + wav_len = len(trim_wav) + out_len = int(num_frames * hop_size + (keep_left_time + keep_right_time) * sr) + + if out_len < wav_len: + trim_wav = trim_wav[:out_len] + else: + trim_wav = np.pad( + trim_wav, (0, (out_len - wav_len)), mode="constant", constant_values=0.0 + ) + return trim_wav + + +def volumn_adjust(audio16bit_torch, sr, volumn_ratio): + """使用sox进行音频音量调整 + Args: + audio16bit_torch (Tensor): 输入音频张量 [1, samples] + volume_ratio (float): 音量比率，>1增大音量，<1降低音量 + + Returns: + Tensor: 调整音量后的音频张量 + """ + # 创建临时文件 + with tempfile.NamedTemporaryFile( + suffix=".wav", delete=True + ) as temp_in, tempfile.NamedTemporaryFile(suffix=".wav", delete=True) as temp_out: + # 保存输入音频到临时文件 + torchaudio.save(temp_in.name, audio16bit_torch, sr) # 假设采样率为16000 + # 创建sox转换器 + tfm = sox.Transformer() + tfm.vol(volumn_ratio) # 设置音量调整比率 + # 应用音量调整 + tfm.build_file(temp_in.name, temp_out.name) + # 读取处理后的音频 + audio_changed, _ = torchaudio.load(temp_out.name) + return audio_changed + + +def speech_adjust(audio16bit_torch, sr, speed_ratio): + """使用sox进行音频变速处理 + Args: + audio16bit_torch (Tensor): 输入音频张量 [1, samples] + speed_ratio (float): 速度比率，>1加速，<1减速 + + Returns: + Tensor: 变速后的音频张量 + """ + # 创建临时文件 + with tempfile.NamedTemporaryFile( + suffix=".wav", delete=True + ) as temp_in, tempfile.NamedTemporaryFile(suffix=".wav", delete=True) as temp_out: + # 保存输入音频到临时文件 + torchaudio.save(temp_in.name, audio16bit_torch, sr) # 假设采样率为16000 + # 创建sox转换器 + tfm = sox.Transformer() + tfm.tempo(speed_ratio) # 设置变速比率 + # 应用变速处理 + tfm.build_file(temp_in.name, temp_out.name) + # 读取处理后的音频 + audio_changed, _ = torchaudio.load(temp_out.name) + return audio_changed + + +def audio_resample(audio16bit_torch, result_sr, target_sample_rate): + audio16bit_torch = torchaudio.transforms.Resample( + orig_freq=result_sr, new_freq=target_sample_rate + )(audio16bit_torch) + result_sr = target_sample_rate + return audio16bit_torch, result_sr + + +def norm_audio(audio16bit_torch): + # 直接 归一化处理。 + audio16bit_torch = audio16bit_torch.numpy() + audio16bit_torch = ( + audio16bit_torch / np.abs(audio16bit_torch).max() * 32767 + ).astype(np.int16) + audio16bit_torch = torch.from_numpy(audio16bit_torch) + return audio16bit_torch + + +def resample_audio(wav, original_sample_rate, target_sample_rate): + if original_sample_rate != target_sample_rate: + assert ( + original_sample_rate > target_sample_rate + ), "wav sample rate {} must be greater than {}".format( + original_sample_rate, target_sample_rate + ) + wav = torchaudio.transforms.Resample( + orig_freq=original_sample_rate, new_freq=target_sample_rate + )(wav) + return wav + + +def energy_norm_fn(wav): + if type(wav) is np.ndarray: + max_data = np.max(np.abs(wav)) + wav = wav / max(max_data, 0.01) * 0.999 + else: + max_data = torch.max(torch.abs(wav)) + wav = wav / max(max_data, 0.01) * 0.999 + return wav + + +def get_audio_tokens(audio_tokens: str) -> list[int]: + audio_tokens = audio_tokens.split(">", "")) + 65536 + for token in audio_tokens + ] + return audio_tokens + + +def load_audio(audio_path: str): + audio_wav, sr = torchaudio.load(audio_path) + audio_wav = audio_wav.mean(dim=0, keepdim=True) + return audio_wav, sr + + +# load optimus_ths for flash attention, make sure LD_LIBRARY_PATH has `nvidia/cuda_nvrtc/lib` +# if not, please manually set LD_LIBRARY_PATH=xxx/python3.10/site-packages/nvidia/cuda_nvrtc/lib +def load_optimus_ths_lib(libpath): + if not hasattr(load_optimus_ths_lib, 'lock'): + load_optimus_ths_lib.lock = threading.Lock() + if not hasattr(load_optimus_ths_lib, 'success'): + load_optimus_ths_lib.success = False + + with load_optimus_ths_lib.lock: + if load_optimus_ths_lib.success: + return load_optimus_ths_lib.success + + try: + if torch.__version__ >= "2.5": + torch.ops.load_library(os.path.join(libpath, 'liboptimus_ths-torch2.5-cu124.cpython-310-x86_64-linux-gnu.so')) + elif torch.__version__ >= "2.3": + torch.ops.load_library(os.path.join(libpath, 'liboptimus_ths-torch2.3-cu121.cpython-310-x86_64-linux-gnu.so')) + elif torch.__version__ >= "2.2": + torch.ops.load_library(os.path.join(libpath, 'liboptimus_ths-torch2.2-cu121.cpython-310-x86_64-linux-gnu.so')) + else: + raise RuntimeError("Unsupported torch version") + print("Load optimus_ths successfully and flash attn would be enabled") + load_optimus_ths_lib.success = True + except Exception as err: + print(f"Fail to load optimus_ths and flash attn is disabled: {err}") + load_optimus_ths_lib.success = False + + return load_optimus_ths_lib.success diff --git a/different_distribution/ff_5e-6_sqrt_bwd/Qwen2.5-Omni-7B-lora5-ff/tedlium_test1/0_8_tedlium_test1.pkl b/different_distribution/ff_5e-6_sqrt_bwd/Qwen2.5-Omni-7B-lora5-ff/tedlium_test1/0_8_tedlium_test1.pkl new file mode 100644 index 0000000000000000000000000000000000000000..8375f6b0c54ae0b92332ab59c6cf77b2617c7557 --- /dev/null +++ b/different_distribution/ff_5e-6_sqrt_bwd/Qwen2.5-Omni-7B-lora5-ff/tedlium_test1/0_8_tedlium_test1.pkl @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c8466c17cc7821fd8e161fb4ffc09aec10bb3f7a444d690775bd7f8cc96e0717 +size 27462 diff --git a/different_distribution/ff_5e-6_sqrt_bwd/Qwen2.5-Omni-7B-lora5-ff/tedlium_test1/1_8_tedlium_test1.pkl b/different_distribution/ff_5e-6_sqrt_bwd/Qwen2.5-Omni-7B-lora5-ff/tedlium_test1/1_8_tedlium_test1.pkl new file mode 100644 index 0000000000000000000000000000000000000000..1d18f611660e6ce8263fb2b701928f8c2e6f4549 --- /dev/null +++ b/different_distribution/ff_5e-6_sqrt_bwd/Qwen2.5-Omni-7B-lora5-ff/tedlium_test1/1_8_tedlium_test1.pkl @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c8738c2aafd98ae75676deada379e48d91d29cafdb32f3c6888b0a61da430789 +size 35747 diff --git a/different_distribution/ff_5e-6_sqrt_bwd/Qwen2.5-Omni-7B-lora5-ff/tedlium_test1/2_8_tedlium_test1.pkl b/different_distribution/ff_5e-6_sqrt_bwd/Qwen2.5-Omni-7B-lora5-ff/tedlium_test1/2_8_tedlium_test1.pkl new file mode 100644 index 0000000000000000000000000000000000000000..b0363b7b62b5a1cc4aff1fe33a3e9907ad02719e --- /dev/null +++ b/different_distribution/ff_5e-6_sqrt_bwd/Qwen2.5-Omni-7B-lora5-ff/tedlium_test1/2_8_tedlium_test1.pkl @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3cbb11914bce24442482320b226c627b137263fc82372b50192f9f5b4c116db5 +size 35236 diff --git a/different_distribution/ff_5e-6_sqrt_bwd/Qwen2.5-Omni-7B-lora5-ff/tedlium_test1/3_8_tedlium_test1.pkl b/different_distribution/ff_5e-6_sqrt_bwd/Qwen2.5-Omni-7B-lora5-ff/tedlium_test1/3_8_tedlium_test1.pkl new file mode 100644 index 0000000000000000000000000000000000000000..0d36a9b5a25fafe442837d24260bebf800c546d8 --- /dev/null +++ b/different_distribution/ff_5e-6_sqrt_bwd/Qwen2.5-Omni-7B-lora5-ff/tedlium_test1/3_8_tedlium_test1.pkl @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f2af01851fd5e22b720fb0cee67f9f9baeba2435de20170997835297916e9e2d +size 35032 diff --git a/different_distribution/ff_5e-6_sqrt_bwd/Qwen2.5-Omni-7B-lora5-ff/tedlium_test1/4_8_tedlium_test1.pkl b/different_distribution/ff_5e-6_sqrt_bwd/Qwen2.5-Omni-7B-lora5-ff/tedlium_test1/4_8_tedlium_test1.pkl new file mode 100644 index 0000000000000000000000000000000000000000..3ecfe54a072665367778acfa6c6e1a5debee26bc --- /dev/null +++ b/different_distribution/ff_5e-6_sqrt_bwd/Qwen2.5-Omni-7B-lora5-ff/tedlium_test1/4_8_tedlium_test1.pkl @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fa5dca77e6cf737b3a5dbaadf744c66eaae900d7c23bfbd125128bac625d2a30 +size 35843 diff --git a/different_distribution/ff_5e-6_sqrt_bwd/Qwen2.5-Omni-7B-lora5-ff/tedlium_test1/5_8_tedlium_test1.pkl b/different_distribution/ff_5e-6_sqrt_bwd/Qwen2.5-Omni-7B-lora5-ff/tedlium_test1/5_8_tedlium_test1.pkl new file mode 100644 index 0000000000000000000000000000000000000000..57806414a2bc45155cd381dfd538110009738102 --- /dev/null +++ b/different_distribution/ff_5e-6_sqrt_bwd/Qwen2.5-Omni-7B-lora5-ff/tedlium_test1/5_8_tedlium_test1.pkl @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bd917a1fb925f0e65a9c405c8fcab2e26c94e1e0c4c3d1f962e111e1df0a8676 +size 36763 diff --git a/different_distribution/ff_5e-6_sqrt_bwd/Qwen2.5-Omni-7B-lora5-ff/tedlium_test1/6_8_tedlium_test1.pkl b/different_distribution/ff_5e-6_sqrt_bwd/Qwen2.5-Omni-7B-lora5-ff/tedlium_test1/6_8_tedlium_test1.pkl new file mode 100644 index 0000000000000000000000000000000000000000..a09deea09f6dcf78f377aad1a4edfa32bd4371da --- /dev/null +++ b/different_distribution/ff_5e-6_sqrt_bwd/Qwen2.5-Omni-7B-lora5-ff/tedlium_test1/6_8_tedlium_test1.pkl @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:434d289a6c9746aa6b4fe2a24fdce3633968a5e4b941f9d54428e8bc27e88d25 +size 35074 diff --git a/different_distribution/ff_5e-6_sqrt_bwd/Qwen2.5-Omni-7B-lora5-ff/tedlium_test1/7_8_tedlium_test1.pkl b/different_distribution/ff_5e-6_sqrt_bwd/Qwen2.5-Omni-7B-lora5-ff/tedlium_test1/7_8_tedlium_test1.pkl new file mode 100644 index 0000000000000000000000000000000000000000..b843efd5ff19de9c1eedba6d6a9a67c70583ece4 --- /dev/null +++ b/different_distribution/ff_5e-6_sqrt_bwd/Qwen2.5-Omni-7B-lora5-ff/tedlium_test1/7_8_tedlium_test1.pkl @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ffd8d7e42a73137fb2f3887467edbc2fc937a6a43f68178bdcc17b54934fb505 +size 35654 diff --git a/different_distribution/no_5e-6_sqrt_bwd/Qwen2.5-Omni-7B-lora5/chime4_test-simu_kimi/0_8_chime4_test-simu_kimi.pkl b/different_distribution/no_5e-6_sqrt_bwd/Qwen2.5-Omni-7B-lora5/chime4_test-simu_kimi/0_8_chime4_test-simu_kimi.pkl new file mode 100644 index 0000000000000000000000000000000000000000..f2d973385303cbd9f20aa81a2e954fdcb714e047 --- /dev/null +++ b/different_distribution/no_5e-6_sqrt_bwd/Qwen2.5-Omni-7B-lora5/chime4_test-simu_kimi/0_8_chime4_test-simu_kimi.pkl @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f393d8ff0787c254fc63ebcc8bd3da0f98addf7ea13065c6b5f0fbaf4d19f65e +size 17434 diff --git a/different_distribution/no_5e-6_sqrt_bwd/Qwen2.5-Omni-7B-lora5/chime4_test-simu_kimi/1_8_chime4_test-simu_kimi.pkl b/different_distribution/no_5e-6_sqrt_bwd/Qwen2.5-Omni-7B-lora5/chime4_test-simu_kimi/1_8_chime4_test-simu_kimi.pkl new file mode 100644 index 0000000000000000000000000000000000000000..5f39d096904da6d30c763844b5c035dc59048b43 --- /dev/null +++ b/different_distribution/no_5e-6_sqrt_bwd/Qwen2.5-Omni-7B-lora5/chime4_test-simu_kimi/1_8_chime4_test-simu_kimi.pkl @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c4a5438d2b02dcb03a5cd9230f1d4ff1eb3832691e992bd81f5d8d0a7acc9c04 +size 33950 diff --git a/different_distribution/no_5e-6_sqrt_bwd/Qwen2.5-Omni-7B-lora5/chime4_test-simu_kimi/2_8_chime4_test-simu_kimi.pkl b/different_distribution/no_5e-6_sqrt_bwd/Qwen2.5-Omni-7B-lora5/chime4_test-simu_kimi/2_8_chime4_test-simu_kimi.pkl new file mode 100644 index 0000000000000000000000000000000000000000..8fdd3903fff440b8e94ee87f5cdf530ea9fb98c3 --- /dev/null +++ b/different_distribution/no_5e-6_sqrt_bwd/Qwen2.5-Omni-7B-lora5/chime4_test-simu_kimi/2_8_chime4_test-simu_kimi.pkl @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3358e391b2a3934b59529160e0154adfb07439ad46562d29bbaa075d834fdad9 +size 34659 diff --git a/different_distribution/no_5e-6_sqrt_bwd/Qwen2.5-Omni-7B-lora5/chime4_test-simu_kimi/3_8_chime4_test-simu_kimi.pkl b/different_distribution/no_5e-6_sqrt_bwd/Qwen2.5-Omni-7B-lora5/chime4_test-simu_kimi/3_8_chime4_test-simu_kimi.pkl new file mode 100644 index 0000000000000000000000000000000000000000..1c8141e8e1512b776d4ac853e12f0efa3d6cb2b7 --- /dev/null +++ b/different_distribution/no_5e-6_sqrt_bwd/Qwen2.5-Omni-7B-lora5/chime4_test-simu_kimi/3_8_chime4_test-simu_kimi.pkl @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ac1bff901e8d5d64b06e3d5d070fc7e0291a0bc93b10595a6c34a152f3c5fe0c +size 33979 diff --git a/different_distribution/no_5e-6_sqrt_bwd/Qwen2.5-Omni-7B-lora5/chime4_test-simu_kimi/4_8_chime4_test-simu_kimi.pkl b/different_distribution/no_5e-6_sqrt_bwd/Qwen2.5-Omni-7B-lora5/chime4_test-simu_kimi/4_8_chime4_test-simu_kimi.pkl new file mode 100644 index 0000000000000000000000000000000000000000..d9b1f87d39e56962be1f03fd1a03a61e503cadc2 --- /dev/null +++ b/different_distribution/no_5e-6_sqrt_bwd/Qwen2.5-Omni-7B-lora5/chime4_test-simu_kimi/4_8_chime4_test-simu_kimi.pkl @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f5f426708008f49def97574dde873dbed9b77b559d41797905d3a823602883b4 +size 34805 diff --git a/different_distribution/no_5e-6_sqrt_bwd/Qwen2.5-Omni-7B-lora5/chime4_test-simu_kimi/5_8_chime4_test-simu_kimi.pkl b/different_distribution/no_5e-6_sqrt_bwd/Qwen2.5-Omni-7B-lora5/chime4_test-simu_kimi/5_8_chime4_test-simu_kimi.pkl new file mode 100644 index 0000000000000000000000000000000000000000..1008cdca2397e793dc641f384c0f8cad0910e14f --- /dev/null +++ b/different_distribution/no_5e-6_sqrt_bwd/Qwen2.5-Omni-7B-lora5/chime4_test-simu_kimi/5_8_chime4_test-simu_kimi.pkl @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:958c74d40961b9dda668b63e0e57208f494be29ae33f1571e03eb141da807e4e +size 34096 diff --git a/different_distribution/no_5e-6_sqrt_bwd/Qwen2.5-Omni-7B-lora5/chime4_test-simu_kimi/6_8_chime4_test-simu_kimi.pkl b/different_distribution/no_5e-6_sqrt_bwd/Qwen2.5-Omni-7B-lora5/chime4_test-simu_kimi/6_8_chime4_test-simu_kimi.pkl new file mode 100644 index 0000000000000000000000000000000000000000..1ecbdb987c124a23c653e6ca4547056708e1ae15 --- /dev/null +++ b/different_distribution/no_5e-6_sqrt_bwd/Qwen2.5-Omni-7B-lora5/chime4_test-simu_kimi/6_8_chime4_test-simu_kimi.pkl @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c1c65fd24e77f2a22b0e419585c31253189b60aa3ece2bce3c17c15fec0015c3 +size 34761 diff --git a/different_distribution/no_5e-6_sqrt_bwd/Qwen2.5-Omni-7B-lora5/chime4_test-simu_kimi/7_8_chime4_test-simu_kimi.pkl b/different_distribution/no_5e-6_sqrt_bwd/Qwen2.5-Omni-7B-lora5/chime4_test-simu_kimi/7_8_chime4_test-simu_kimi.pkl new file mode 100644 index 0000000000000000000000000000000000000000..282c8ea26db97b378905001a84ab7355c11fb7b3 --- /dev/null +++ b/different_distribution/no_5e-6_sqrt_bwd/Qwen2.5-Omni-7B-lora5/chime4_test-simu_kimi/7_8_chime4_test-simu_kimi.pkl @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a444ca77574827b43b36ad131edd5ad7760666beaf837f1e9433653d390095f5 +size 33977 diff --git a/mini_whole/mini-encoder+align-whole1226_signal_new1_dpdc_llm-lora-1gpu-bs16_1_gck6000+2000/Step-Audio-2-mini-a-lora6/voices_dev_test/0_8_voices_dev_test.pkl b/mini_whole/mini-encoder+align-whole1226_signal_new1_dpdc_llm-lora-1gpu-bs16_1_gck6000+2000/Step-Audio-2-mini-a-lora6/voices_dev_test/0_8_voices_dev_test.pkl new file mode 100644 index 0000000000000000000000000000000000000000..e7c1eee552b890c76d6572acd3ece88f68a88170 --- /dev/null +++ b/mini_whole/mini-encoder+align-whole1226_signal_new1_dpdc_llm-lora-1gpu-bs16_1_gck6000+2000/Step-Audio-2-mini-a-lora6/voices_dev_test/0_8_voices_dev_test.pkl @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fad29b5a9bee2beac20f240b39459e26d5454a8816b9c4e31b386cf200efa0b5 +size 74445 diff --git a/mini_whole/mini-encoder+align-whole1226_signal_new1_dpdc_llm-lora-1gpu-bs16_1_gck6000+2000/Step-Audio-2-mini-a-lora6/voices_dev_test/1_8_voices_dev_test.pkl b/mini_whole/mini-encoder+align-whole1226_signal_new1_dpdc_llm-lora-1gpu-bs16_1_gck6000+2000/Step-Audio-2-mini-a-lora6/voices_dev_test/1_8_voices_dev_test.pkl new file mode 100644 index 0000000000000000000000000000000000000000..529658c288a874c5e4989be17e56fb9d09e5696c --- /dev/null +++ b/mini_whole/mini-encoder+align-whole1226_signal_new1_dpdc_llm-lora-1gpu-bs16_1_gck6000+2000/Step-Audio-2-mini-a-lora6/voices_dev_test/1_8_voices_dev_test.pkl @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4380eaf2372e094fab5f6ffb36f858ae4298ebfc92c3e8ca00a823fa1f2d8239 +size 79024 diff --git a/mini_whole/mini-encoder+align-whole1226_signal_new1_dpdc_llm-lora-1gpu-bs16_1_gck6000+2000/Step-Audio-2-mini-a-lora6/voices_dev_test/2_8_voices_dev_test.pkl b/mini_whole/mini-encoder+align-whole1226_signal_new1_dpdc_llm-lora-1gpu-bs16_1_gck6000+2000/Step-Audio-2-mini-a-lora6/voices_dev_test/2_8_voices_dev_test.pkl new file mode 100644 index 0000000000000000000000000000000000000000..9ceabdc625660dcf32d0dc0fbbb1d98f5b3ec648 --- /dev/null +++ b/mini_whole/mini-encoder+align-whole1226_signal_new1_dpdc_llm-lora-1gpu-bs16_1_gck6000+2000/Step-Audio-2-mini-a-lora6/voices_dev_test/2_8_voices_dev_test.pkl @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b7f3ea45270053fef4d978d746bc70eef5fa64b954b65c5fa0860562537e2f21 +size 81886 diff --git a/mini_whole/mini-encoder+align-whole1226_signal_new1_dpdc_llm-lora-1gpu-bs16_1_gck6000+2000/Step-Audio-2-mini-a-lora6/voices_dev_test/3_8_voices_dev_test.pkl b/mini_whole/mini-encoder+align-whole1226_signal_new1_dpdc_llm-lora-1gpu-bs16_1_gck6000+2000/Step-Audio-2-mini-a-lora6/voices_dev_test/3_8_voices_dev_test.pkl new file mode 100644 index 0000000000000000000000000000000000000000..8ea6e6459ee14739320da877021fab48c98bc8dd --- /dev/null +++ b/mini_whole/mini-encoder+align-whole1226_signal_new1_dpdc_llm-lora-1gpu-bs16_1_gck6000+2000/Step-Audio-2-mini-a-lora6/voices_dev_test/3_8_voices_dev_test.pkl @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5ecfa2ff7080da0f7cbf5bf18cd1b8ff13db5b59382de25d4d4a1eceda35b2c7 +size 78819 diff --git a/mini_whole/mini-encoder+align-whole1226_signal_new1_dpdc_llm-lora-1gpu-bs16_1_gck6000+2000/Step-Audio-2-mini-a-lora6/voices_dev_test/4_8_voices_dev_test.pkl b/mini_whole/mini-encoder+align-whole1226_signal_new1_dpdc_llm-lora-1gpu-bs16_1_gck6000+2000/Step-Audio-2-mini-a-lora6/voices_dev_test/4_8_voices_dev_test.pkl new file mode 100644 index 0000000000000000000000000000000000000000..62b733ad4a82e0287bf31b3bcda6107f3928cb82 --- /dev/null +++ b/mini_whole/mini-encoder+align-whole1226_signal_new1_dpdc_llm-lora-1gpu-bs16_1_gck6000+2000/Step-Audio-2-mini-a-lora6/voices_dev_test/4_8_voices_dev_test.pkl @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2f192cd01d05e5c4b53f60b91ba598d1046bb6f03e9129ac7816b3891cd35eb5 +size 77296 diff --git a/mini_whole/mini-encoder+align-whole1226_signal_new1_dpdc_llm-lora-1gpu-bs16_1_gck6000+2000/Step-Audio-2-mini-a-lora6/voices_dev_test/5_8_voices_dev_test.pkl b/mini_whole/mini-encoder+align-whole1226_signal_new1_dpdc_llm-lora-1gpu-bs16_1_gck6000+2000/Step-Audio-2-mini-a-lora6/voices_dev_test/5_8_voices_dev_test.pkl new file mode 100644 index 0000000000000000000000000000000000000000..a12b80e98b9e25fa5077401bbd188f01b3dbf13d --- /dev/null +++ b/mini_whole/mini-encoder+align-whole1226_signal_new1_dpdc_llm-lora-1gpu-bs16_1_gck6000+2000/Step-Audio-2-mini-a-lora6/voices_dev_test/5_8_voices_dev_test.pkl @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2276a0df7bc32418781ad1c6f5a79c6d7b42af41196d00e84616532086e3531d +size 81434 diff --git a/mini_whole/mini-encoder+align-whole1226_signal_new1_dpdc_llm-lora-1gpu-bs16_1_gck6000+2000/Step-Audio-2-mini-a-lora6/voices_dev_test/6_8_voices_dev_test.pkl b/mini_whole/mini-encoder+align-whole1226_signal_new1_dpdc_llm-lora-1gpu-bs16_1_gck6000+2000/Step-Audio-2-mini-a-lora6/voices_dev_test/6_8_voices_dev_test.pkl new file mode 100644 index 0000000000000000000000000000000000000000..2cf6e89c738419c1937c1050bb4bbe7a1fc13c13 --- /dev/null +++ b/mini_whole/mini-encoder+align-whole1226_signal_new1_dpdc_llm-lora-1gpu-bs16_1_gck6000+2000/Step-Audio-2-mini-a-lora6/voices_dev_test/6_8_voices_dev_test.pkl @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:91b46e3d515a07e234c31227eb13e8d7a9d1c9e1f5684930113c04044eacfeb5 +size 77618 diff --git a/mini_whole/mini-encoder+align-whole1226_signal_new1_dpdc_llm-lora-1gpu-bs16_1_gck6000+2000/Step-Audio-2-mini-a-lora6/voices_dev_test/7_8_voices_dev_test.pkl b/mini_whole/mini-encoder+align-whole1226_signal_new1_dpdc_llm-lora-1gpu-bs16_1_gck6000+2000/Step-Audio-2-mini-a-lora6/voices_dev_test/7_8_voices_dev_test.pkl new file mode 100644 index 0000000000000000000000000000000000000000..4447c3c4cc54cb32e77586cc9d763d8ef21cec17 --- /dev/null +++ b/mini_whole/mini-encoder+align-whole1226_signal_new1_dpdc_llm-lora-1gpu-bs16_1_gck6000+2000/Step-Audio-2-mini-a-lora6/voices_dev_test/7_8_voices_dev_test.pkl @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4370eda52fc678278e75149d7be17aada9d15f75c366824c35fd1d2eaee795d9 +size 68896 diff --git a/mini_whole/mini_ea_whole1226_signal_new_noise/Step-Audio-2-mini-lora3/voices_dev_test/3_8_voices_dev_test.pkl b/mini_whole/mini_ea_whole1226_signal_new_noise/Step-Audio-2-mini-lora3/voices_dev_test/3_8_voices_dev_test.pkl new file mode 100644 index 0000000000000000000000000000000000000000..7a9387b981640f237d0473693febb18a18496e35 --- /dev/null +++ b/mini_whole/mini_ea_whole1226_signal_new_noise/Step-Audio-2-mini-lora3/voices_dev_test/3_8_voices_dev_test.pkl @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a2307ed0ae9378d4201573e74babfb3d45ec940bc8181e780c689698bfcbb8af +size 214240 diff --git a/mini_whole/mini_ea_whole1226_signal_new_noise/Step-Audio-2-mini-lora3/voices_dev_test/5_8_voices_dev_test.pkl b/mini_whole/mini_ea_whole1226_signal_new_noise/Step-Audio-2-mini-lora3/voices_dev_test/5_8_voices_dev_test.pkl new file mode 100644 index 0000000000000000000000000000000000000000..50c4a24c285fefa59856fb0efa28ddc58f3dcf9f --- /dev/null +++ b/mini_whole/mini_ea_whole1226_signal_new_noise/Step-Audio-2-mini-lora3/voices_dev_test/5_8_voices_dev_test.pkl @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d8b882df2244626039b40b31a5cba141b00f5f5a42b73e0d90f993fb44c7ad58 +size 106066 diff --git a/tests/data/asr_example.wav b/tests/data/asr_example.wav new file mode 100644 index 0000000000000000000000000000000000000000..fb1944262231abb67200f07f4411d62d70d88ac2 --- /dev/null +++ b/tests/data/asr_example.wav @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5214e16584b6498ddbd22f321738c0f62b19117ab1880b21e405fba983986b6a +size 332204