Add custom L2 speech dataset and loading script

.gitattributes

@@ -57,3 +57,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 # Video files - compressed
 *.mp4 filter=lfs diff=lfs merge=lfs -text
 *.webm filter=lfs diff=lfs merge=lfs -text
+*/**/*.wav filter=lfs diff=lfs merge=lfs -text

custom_dataset.py

@@ -0,0 +1,150 @@
+import datasets
+import os
+import glob
+import pandas as pd
+from pydub import AudioSegment # AudioSegment for reading TextGrid and wav files
+import textgrid # You might need to install this: pip install praat-textgrids
+
+_DESCRIPTION = """
+A custom dataset combining L2-ARCTIC and SpeechOcean for L2 English speech analysis.
+It includes non-native English speech from various L1s, transcripts, and phoneme alignments (from TextGrid).
+"""
+
+_HOMEPAGE = "https://example.com/your_dataset_homepage" # データセットのホームページURL（任意）
+
+_LICENSE = "Creative Commons Attribution 4.0 International Public License (CC-BY-4.0)" # 適切なライセンスを記述
+
+_L2_ARCTIC_SPEAKERS = ["ABA", "HJK", "MBMPS", "TXHC", "YBAA"] # L2-ARCTICのスピーカーIDリスト（一部のみ）
+_L2_ARCTIC_L1_MAP = { # L2-ARCTICのL1情報（例、実際は公式ドキュメントで確認）
+    "ABA": "Hindi", "HJK": "Korean", "MBMPS": "Mandarin", "TXHC": "Spanish", "YBAA": "Arabic"
+}
+
+class MyL2SpeechDataset(datasets.GeneratorBasedBuilder):
+    VERSION = datasets.Version("1.0.0")
+
+    def _info(self):
+        # ここでデータセットの構造とフィーチャーを定義します
+        features = datasets.Features({
+            "audio": datasets.Audio(sampling_rate=16_000), # 音声データとサンプリングレート
+            "text": datasets.Value("string"),              # 読み上げられたテキスト
+            "speaker_id": datasets.Value("string"),       # 話者ID
+            "l1": datasets.Value("string"),                # 話者の第一言語 (L1)
+            "dataset_source": datasets.Value("string"),    # データソース (l2_arctic or speechocean)
+            "phoneme_alignment": datasets.Sequence(      # 音素アライメント情報 (TextGridからパース)
+                {
+                    "phoneme": datasets.Value("string"),
+                    "start_time": datasets.Value("float"),
+                    "end_time": datasets.Value("float"),
+                }
+            ),
+            "pronunciation_score": datasets.Value("float"), # SpeechOceanのスコアなど
+        })
+        return datasets.DatasetInfo(
+            description=_DESCRIPTION,
+            features=features,
+            homepage=_HOMEPAGE,
+            license=_LICENSE,
+        )
+
+    def _split_generators(self, dl_manager):
+        # ここでデータセットのファイルをダウンロードしたり、ローカルパスを指定したりします
+        # この例では、ローカルにデータセットが配置されていることを前提とします。
+        # dl_manager.download() を使ってURLからダウンロードすることも可能です。
+
+        # ローカルパス（datasetsディレクトリの絶対パスを指定するか、スクリプトからの相対パスにする）
+        # 例: data_dir = "/path/to/your/datasets"
+        #data_dir = os.path.abspath("datasets") # 現在のスクリプトからの相対パスで datasets フォルダを探す
+
+        # L2-ARCTICのパス
+        l2_arctic_path = os.path.join("l2_arctic")
+        # SpeechOceanのパス
+        speechocean_path = os.path.join( "speechocean")
+
+        return [
+            datasets.SplitGenerator(
+                name=datasets.Split.TRAIN, # train, validation, testなど、スプリットを定義
+                gen_kwargs={
+                    "l2_arctic_path": l2_arctic_path,
+                    "speechocean_path": speechocean_path,
+                }
+            )
+        ]
+
+    def _generate_examples(self, l2_arctic_path, speechocean_path):
+        # ここで実際のデータを読み込み、Yield (生成) します
+        # 各データポイントは、_info() で定義した features に対応するようにします
+
+        # --- L2-ARCTIC データの処理 ---
+        for speaker_id in _L2_ARCTIC_SPEAKERS:
+            speaker_dir = os.path.join(l2_arctic_path, speaker_id)
+            wav_dir = os.path.join(speaker_dir, "wav")
+            transcript_dir = os.path.join(speaker_dir, "transcript")
+            textgrid_dir = os.path.join(speaker_dir, "textgrid") # L2-ARCTICには'textgrid'フォルダもある
+
+            # 音声ファイルとテキストファイルのマッチング
+            wav_files = glob.glob(os.path.join(wav_dir, "*.wav"))
+            for wav_file in wav_files:
+                file_id = os.path.basename(wav_file).replace(".wav", "")
+                transcript_file = os.path.join(transcript_dir, f"{file_id}.txt")
+                textgrid_file = os.path.join(textgrid_dir, f"{file_id}.TextGrid")
+
+                if not os.path.exists(transcript_file):
+                    print(f"Warning: Transcript file not found for {file_id}")
+                    continue
+                if not os.path.exists(textgrid_file):
+                    print(f"Warning: TextGrid file not found for {file_id}")
+                    continue
+
+                with open(transcript_file, "r", encoding="utf-8") as f:
+                    text = f.read().strip()
+
+                phoneme_alignment_data = []
+                try:
+                    tg = textgrid.TextGrid.fromFile(textgrid_file)
+                    # TextGridの構造に応じて、音素情報をパースします
+                    # L2-ARCTICのTextGridがどのように音素情報を格納しているか確認が必要です
+                    # 例えば 'phones' という名前のTierがある場合
+                    for tier_name in tg.tierNames():
+                        if tier_name == 'phones': # 音素のTierを特定
+                            phone_tier = tg.getFirst(tier_name)
+                            for interval in phone_tier:
+                                phoneme_alignment_data.append({
+                                    "phoneme": interval.mark,
+                                    "start_time": interval.minTime,
+                                    "end_time": interval.maxTime,
+                                })
+                            break # 音素Tierを見つけたらループを抜ける
+                except Exception as e:
+                    print(f"Error parsing TextGrid {textgrid_file}: {e}")
+                    phoneme_alignment_data = [] # エラー時は空リストに
+
+                yield file_id, { # file_idをkeyとしてyield
+                    "audio": wav_file, # `Audio` Featureはパスを受け取る
+                    "text": text,
+                    "speaker_id": speaker_id,
+                    "l1": _L2_ARCTIC_L1_MAP.get(speaker_id, "unknown"),
+                    "dataset_source": "l2_arctic",
+                    "phoneme_alignment": phoneme_alignment_data,
+                    "pronunciation_score": -1.0, # L2-ARCTICには直接のスコアはないので-1
+                }
+        
+        # --- SpeechOcean データの処理 ---
+        speechocean_wav_dir = os.path.join(speechocean_path, "wavs")
+        scores_df = pd.read_csv(os.path.join(speechocean_path, "train_scores.csv"))
+
+        for index, row in scores_df.iterrows():
+            file_id = row['file_name'].replace(".wav", "")
+            wav_file = os.path.join(speechocean_wav_dir, row['file_name'])
+            
+            # SpeechOceanのTextGridや詳細なアライメント情報が別途存在するか確認
+            # なければ、空のphoneme_alignmentとするか、MFAなどで後処理する
+            
+            yield f"so_{file_id}", { # 重複を避けるためプレフィックスを付ける
+                "audio": wav_file,
+                "text": row['text'], # SpeechOceanのCSVにtextカラムがあることを想定
+                "speaker_id": str(row['speaker_id']), # スピーカーIDを文字列に
+                "l1": "Mandarin", # SpeechOcean762は主にMandarin話者
+                "dataset_source": "speechocean",
+                "phoneme_alignment": [], # SpeechOceanにデフォルトでTextGridがなければ空
+                "pronunciation_score": row['score'], # スコアをそのまま使う
+            }

l2_arctic/ABA/annotation/arctic_a0003.TextGrid

@@ -0,0 +1,306 @@
+File type = "ooTextFile"
+Object class = "TextGrid"
+
+xmin = 0 
+xmax = 4.92 
+tiers? <exists> 
+size = 3 
+item []: 
+    item [1]:
+        class = "IntervalTier" 
+        name = "words" 
+        xmin = 0 
+        xmax = 4.92 
+        intervals: size = 18 
+        intervals [1]:
+            xmin = 0 
+            xmax = 0.03 
+            text = "" 
+        intervals [2]:
+            xmin = 0.03 
+            xmax = 0.33 
+            text = "for" 
+        intervals [3]:
+            xmin = 0.33 
+            xmax = 0.39 
+            text = "" 
+        intervals [4]:
+            xmin = 0.39 
+            xmax = 0.62 
+            text = "the" 
+        intervals [5]:
+            xmin = 0.62 
+            xmax = 1.24 
+            text = "twentieth" 
+        intervals [6]:
+            xmin = 1.24 
+            xmax = 1.52 
+            text = "" 
+        intervals [7]:
+            xmin = 1.52 
+            xmax = 1.91 
+            text = "time" 
+        intervals [8]:
+            xmin = 1.91 
+            xmax = 2.22 
+            text = "" 
+        intervals [9]:
+            xmin = 2.22 
+            xmax = 2.65 
+            text = "that" 
+        intervals [10]:
+            xmin = 2.65 
+            xmax = 3.14 
+            text = "evening" 
+        intervals [11]:
+            xmin = 3.14 
+            xmax = 3.18 
+            text = "" 
+        intervals [12]:
+            xmin = 3.18 
+            xmax = 3.46 
+            text = "the" 
+        intervals [13]:
+            xmin = 3.46 
+            xmax = 3.71 
+            text = "two" 
+        intervals [14]:
+            xmin = 3.71 
+            xmax = 4.07 
+            text = "men" 
+        intervals [15]:
+            xmin = 4.07 
+            xmax = 4.12 
+            text = "" 
+        intervals [16]:
+            xmin = 4.12 
+            xmax = 4.48 
+            text = "shook" 
+        intervals [17]:
+            xmin = 4.48 
+            xmax = 4.87 
+            text = "hands" 
+        intervals [18]:
+            xmin = 4.87 
+            xmax = 4.92 
+            text = "" 
+    item [2]:
+        class = "IntervalTier" 
+        name = "phones" 
+        xmin = 0 
+        xmax = 4.92 
+        intervals: size = 48 
+        intervals [1]:
+            xmin = 0 
+            xmax = 0.03 
+            text = "sil" 
+        intervals [2]:
+            xmin = 0.03 
+            xmax = 0.17 
+            text = "F" 
+        intervals [3]:
+            xmin = 0.17 
+            xmax = 0.25 
+            text = "AO1" 
+        intervals [4]:
+            xmin = 0.25 
+            xmax = 0.33 
+            text = "R" 
+        intervals [5]:
+            xmin = 0.33 
+            xmax = 0.39 
+            text = "sp" 
+        intervals [6]:
+            xmin = 0.39 
+            xmax = 0.57 
+            text = "DH" 
+        intervals [7]:
+            xmin = 0.57 
+            xmax = 0.62 
+            text = "AH1" 
+        intervals [8]:
+            xmin = 0.62 
+            xmax = 0.72 
+            text = "T" 
+        intervals [9]:
+            xmin = 0.72 
+            xmax = 0.84 
+            text = "W" 
+        intervals [10]:
+            xmin = 0.84 
+            xmax = 0.9 
+            text = "EH1" 
+        intervals [11]:
+            xmin = 0.9 
+            xmax = 0.97 
+            text = "N" 
+        intervals [12]:
+            xmin = 0.97 
+            xmax = 1.08 
+            text = "T" 
+        intervals [13]:
+            xmin = 1.08 
+            xmax = 1.11 
+            text = "IY0" 
+        intervals [14]:
+            xmin = 1.11 
+            xmax = 1.16 
+            text = "IH0" 
+        intervals [15]:
+            xmin = 1.16 
+            xmax = 1.24 
+            text = "TH" 
+        intervals [16]:
+            xmin = 1.24 
+            xmax = 1.52 
+            text = "sp" 
+        intervals [17]:
+            xmin = 1.52 
+            xmax = 1.61 
+            text = "T" 
+        intervals [18]:
+            xmin = 1.61 
+            xmax = 1.78 
+            text = "AY1" 
+        intervals [19]:
+            xmin = 1.78 
+            xmax = 1.91 
+            text = "M" 
+        intervals [20]:
+            xmin = 1.91 
+            xmax = 2.22 
+            text = "sp" 
+        intervals [21]:
+            xmin = 2.22 
+            xmax = 2.38 
+            text = "DH" 
+        intervals [22]:
+            xmin = 2.38 
+            xmax = 2.46 
+            text = "AE1" 
+        intervals [23]:
+            xmin = 2.46 
+            xmax = 2.65 
+            text = "T" 
+        intervals [24]:
+            xmin = 2.65 
+            xmax = 2.73 
+            text = "IY1" 
+        intervals [25]:
+            xmin = 2.73 
+            xmax = 2.83 
+            text = "V" 
+        intervals [26]:
+            xmin = 2.83 
+            xmax = 2.91 
+            text = "N" 
+        intervals [27]:
+            xmin = 2.91 
+            xmax = 2.99 
+            text = "IH0" 
+        intervals [28]:
+            xmin = 2.99 
+            xmax = 3.0911764973319493 
+            text = "NG" 
+        intervals [29]:
+            xmin = 3.0911764973319493 
+            xmax = 3.14 
+            text = "sil,K,a" 
+        intervals [30]:
+            xmin = 3.14 
+            xmax = 3.18 
+            text = "sp" 
+        intervals [31]:
+            xmin = 3.18 
+            xmax = 3.41 
+            text = "DH" 
+        intervals [32]:
+            xmin = 3.41 
+            xmax = 3.46 
+            text = "AH1" 
+        intervals [33]:
+            xmin = 3.46 
+            xmax = 3.6 
+            text = "T" 
+        intervals [34]:
+            xmin = 3.6 
+            xmax = 3.71 
+            text = "UW1" 
+        intervals [35]:
+            xmin = 3.71 
+            xmax = 3.85 
+            text = "M" 
+        intervals [36]:
+            xmin = 3.85 
+            xmax = 3.91 
+            text = "EH1" 
+        intervals [37]:
+            xmin = 3.91 
+            xmax = 4.07 
+            text = "N" 
+        intervals [38]:
+            xmin = 4.07 
+            xmax = 4.12 
+            text = "sp" 
+        intervals [39]:
+            xmin = 4.12 
+            xmax = 4.29 
+            text = "SH" 
+        intervals [40]:
+            xmin = 4.29 
+            xmax = 4.37 
+            text = "UH1" 
+        intervals [41]:
+            xmin = 4.37 
+            xmax = 4.48 
+            text = "K" 
+        intervals [42]:
+            xmin = 4.48 
+            xmax = 4.54 
+            text = "HH" 
+        intervals [43]:
+            xmin = 4.54 
+            xmax = 4.61 
+            text = "AE1" 
+        intervals [44]:
+            xmin = 4.61 
+            xmax = 4.65 
+            text = "N" 
+        intervals [45]:
+            xmin = 4.65 
+            xmax = 4.71 
+            text = "D,S,s" 
+        intervals [46]:
+            xmin = 4.71 
+            xmax = 4.87 
+            text = "Z,S,s " 
+        intervals [47]:
+            xmin = 4.87 
+            xmax = 4.9 
+            text = "sp" 
+        intervals [48]:
+            xmin = 4.9 
+            xmax = 4.92 
+            text = "" 
+    item [3]:
+        class = "IntervalTier" 
+        name = "IPA" 
+        xmin = 0 
+        xmax = 4.92 
+        intervals: size = 4 
+        intervals [1]:
+            xmin = 0 
+            xmax = 4.65 
+            text = "" 
+        intervals [2]:
+            xmin = 4.65 
+            xmax = 4.71 
+            text = "d,t,s" 
+        intervals [3]:
+            xmin = 4.71 
+            xmax = 4.87 
+            text = "z,s,s " 
+        intervals [4]:
+            xmin = 4.87 
+            xmax = 4.92 
+            text = "" 

l2_arctic/ABA/annotation/arctic_a0005.TextGrid

@@ -0,0 +1,174 @@
+File type = "ooTextFile"
+Object class = "TextGrid"
+
+xmin = 0 
+xmax = 2.39 
+tiers? <exists> 
+size = 3 
+item []: 
+    item [1]:
+        class = "IntervalTier" 
+        name = "words" 
+        xmin = 0 
+        xmax = 2.39 
+        intervals: size = 10 
+        intervals [1]:
+            xmin = 0 
+            xmax = 0.05 
+            text = "" 
+        intervals [2]:
+            xmin = 0.05 
+            xmax = 0.42 
+            text = "will" 
+        intervals [3]:
+            xmin = 0.42 
+            xmax = 0.64 
+            text = "we" 
+        intervals [4]:
+            xmin = 0.64 
+            xmax = 0.67 
+            text = "" 
+        intervals [5]:
+            xmin = 0.67 
+            xmax = 1.07 
+            text = "ever" 
+        intervals [6]:
+            xmin = 1.07 
+            xmax = 1.26 
+            text = "" 
+        intervals [7]:
+            xmin = 1.26 
+            xmax = 1.89 
+            text = "forget" 
+        intervals [8]:
+            xmin = 1.89 
+            xmax = 1.99 
+            text = "" 
+        intervals [9]:
+            xmin = 1.99 
+            xmax = 2.34 
+            text = "it" 
+        intervals [10]:
+            xmin = 2.34 
+            xmax = 2.39 
+            text = "" 
+    item [2]:
+        class = "IntervalTier" 
+        name = "phones" 
+        xmin = 0 
+        xmax = 2.39 
+        intervals: size = 22 
+        intervals [1]:
+            xmin = 0 
+            xmax = 0.05 
+            text = "sil" 
+        intervals [2]:
+            xmin = 0.05 
+            xmax = 0.28 
+            text = "W" 
+        intervals [3]:
+            xmin = 0.28 
+            xmax = 0.35 
+            text = "IH1" 
+        intervals [4]:
+            xmin = 0.35 
+            xmax = 0.42 
+            text = "L" 
+        intervals [5]:
+            xmin = 0.42 
+            xmax = 0.48 
+            text = "W" 
+        intervals [6]:
+            xmin = 0.48 
+            xmax = 0.64 
+            text = "IY1" 
+        intervals [7]:
+            xmin = 0.64 
+            xmax = 0.67 
+            text = "sp" 
+        intervals [8]:
+            xmin = 0.67 
+            xmax = 0.79 
+            text = "EH1" 
+        intervals [9]:
+            xmin = 0.79 
+            xmax = 0.9 
+            text = "V" 
+        intervals [10]:
+            xmin = 0.9 
+            xmax = 1.07 
+            text = "ER0,AH0,s" 
+        intervals [11]:
+            xmin = 1.07 
+            xmax = 1.26 
+            text = "sp" 
+        intervals [12]:
+            xmin = 1.26 
+            xmax = 1.46 
+            text = "F" 
+        intervals [13]:
+            xmin = 1.46 
+            xmax = 1.5 
+            text = "AO0" 
+        intervals [14]:
+            xmin = 1.5 
+            xmax = 1.66 
+            text = "R" 
+        intervals [15]:
+            xmin = 1.66 
+            xmax = 1.77 
+            text = "G" 
+        intervals [16]:
+            xmin = 1.77 
+            xmax = 1.82 
+            text = "EH1" 
+        intervals [17]:
+            xmin = 1.82 
+            xmax = 1.89 
+            text = "T" 
+        intervals [18]:
+            xmin = 1.89 
+            xmax = 1.99 
+            text = "sp" 
+        intervals [19]:
+            xmin = 1.99 
+            xmax = 2.09 
+            text = "IH0,EH,s" 
+        intervals [20]:
+            xmin = 2.09 
+            xmax = 2.34 
+            text = "T" 
+        intervals [21]:
+            xmin = 2.34 
+            xmax = 2.37 
+            text = "sp" 
+        intervals [22]:
+            xmin = 2.37 
+            xmax = 2.39 
+            text = "" 
+    item [3]:
+        class = "IntervalTier" 
+        name = "IPA" 
+        xmin = 0 
+        xmax = 2.39 
+        intervals: size = 5 
+        intervals [1]:
+            xmin = 0 
+            xmax = 0.9 
+            text = "" 
+        intervals [2]:
+            xmin = 0.9 
+            xmax = 1.07 
+            text = "əɹ,ə,s" 
+        intervals [3]:
+            xmin = 1.07 
+            xmax = 1.99 
+            text = "" 
+        intervals [4]:
+            xmin = 1.99 
+            xmax = 2.09 
+            text = "ɪ,ɛ,s" 
+        intervals [5]:
+            xmin = 2.09 
+            xmax = 2.39 
+            text = "" 

l2_arctic/ABA/annotation/arctic_a0006.TextGrid

@@ -0,0 +1,262 @@
+File type = "ooTextFile"
+Object class = "TextGrid"
+
+xmin = 0 
+xmax = 4.7490249433106575 
+tiers? <exists> 
+size = 3 
+item []: 
+    item [1]:
+        class = "IntervalTier" 
+        name = "words" 
+        xmin = 0 
+        xmax = 4.7490249433106575 
+        intervals: size = 17 
+        intervals [1]:
+            xmin = 0 
+            xmax = 0.29 
+            text = "god" 
+        intervals [2]:
+            xmin = 0.29 
+            xmax = 0.84 
+            text = "bless" 
+        intervals [3]:
+            xmin = 0.84 
+            xmax = 0.93 
+            text = "" 
+        intervals [4]:
+            xmin = 0.93 
+            xmax = 1.35 
+            text = "em" 
+        intervals [5]:
+            xmin = 1.35 
+            xmax = 1.74 
+            text = "" 
+        intervals [6]:
+            xmin = 1.74 
+            xmax = 2.02 
+            text = "i" 
+        intervals [7]:
+            xmin = 2.02 
+            xmax = 2.05 
+            text = "" 
+        intervals [8]:
+            xmin = 2.05 
+            xmax = 2.36 
+            text = "hope" 
+        intervals [9]:
+            xmin = 2.36 
+            xmax = 2.46 
+            text = "" 
+        intervals [10]:
+            xmin = 2.46 
+            xmax = 2.9 
+            text = "i'll" 
+        intervals [11]:
+            xmin = 2.9 
+            xmax = 2.99 
+            text = "" 
+        intervals [12]:
+            xmin = 2.99 
+            xmax = 3.33 
+            text = "go" 
+        intervals [13]:
+            xmin = 3.33 
+            xmax = 3.54 
+            text = "on" 
+        intervals [14]:
+            xmin = 3.54 
+            xmax = 3.99 
+            text = "seeing" 
+        intervals [15]:
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+				xmin = 1.350
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+				xmin = 1.740
+				xmax = 2.020
+				text = "i"
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+				xmin = 2.020
+				xmax = 2.050
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+			intervals [8]:
+				xmin = 2.050
+				xmax = 2.360
+				text = "hope"
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+				xmin = 2.360
+				xmax = 2.460
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+				xmin = 2.460
+				xmax = 2.900
+				text = "i'll"
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+				xmin = 2.900
+				xmax = 2.980
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+				text = "go"
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+				xmin = 3.540
+				xmax = 3.990
+				text = "seeing"
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+				xmin = 3.990
+				xmax = 4.180
+				text = "them"
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+				xmin = 4.180
+				xmax = 4.660
+				text = "forever"
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+				xmin = 4.660
+				xmax = 4.7490249433106575
+				text = ""
+	item [2]:
+		class = "IntervalTier"
+		name = "phones"
+		xmin = 0.0
+		xmax = 4.7490249433106575
+		intervals: size = 37
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+				text = "EH1"
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+				xmax = 0.930
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+				xmin = 0.930
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+				xmin = 1.350
+				xmax = 1.740
+				text = "sp"
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+				xmin = 1.740
+				xmax = 2.020
+				text = "AY1"
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+				text = "sp"
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+				xmin = 2.050
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+				text = "HH"
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+				xmin = 2.110
+				xmax = 2.280
+				text = "OW1"
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+				xmin = 2.280
+				xmax = 2.360
+				text = "P"
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+				xmin = 2.360
+				xmax = 2.460
+				text = "sp"
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+				xmin = 2.460
+				xmax = 2.760
+				text = "AY1"
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+				xmin = 2.760
+				xmax = 2.900
+				text = "L"
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+				xmin = 2.900
+				xmax = 2.980
+				text = "sp"
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+				xmin = 2.980
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+				text = "G"
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+				xmin = 3.180
+				xmax = 3.330
+				text = "OW1"
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+				xmin = 3.330
+				xmax = 3.440
+				text = "AO1"
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+				xmin = 3.440
+				xmax = 3.540
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+				xmin = 3.540
+				xmax = 3.660
+				text = "S"
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+				xmin = 3.660
+				xmax = 3.700
+				text = "IY1"
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+				xmin = 3.700
+				xmax = 3.760
+				text = "IH0"
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+				xmin = 3.760
+				xmax = 3.990
+				text = "NG"
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+				xmin = 3.990
+				xmax = 4.030
+				text = "DH"
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+				xmin = 4.030
+				xmax = 4.120
+				text = "EH1"
+			intervals [30]:
+				xmin = 4.120
+				xmax = 4.180
+				text = "M"
+			intervals [31]:
+				xmin = 4.180
+				xmax = 4.260
+				text = "F"
+			intervals [32]:
+				xmin = 4.260
+				xmax = 4.320
+				text = "ER0"
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+				xmin = 4.320
+				xmax = 4.450
+				text = "EH1"
+			intervals [34]:
+				xmin = 4.450
+				xmax = 4.570
+				text = "V"
+			intervals [35]:
+				xmin = 4.570
+				xmax = 4.660
+				text = "ER0"
+			intervals [36]:
+				xmin = 4.660
+				xmax = 4.730
+				text = "sp"
+			intervals [37]:
+				xmin = 4.730
+				xmax = 4.7490249433106575
+				text = ""

l2_arctic/ABA/textgrid/arctic_a0007.TextGrid

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+File type = "ooTextFile"
+Object class = "TextGrid"
+
+xmin = 0.0
+xmax = 4.98
+tiers? <exists>
+size = 2
+item []:
+	item [1]:
+		class = "IntervalTier"
+		name = "words"
+		xmin = 0.0
+		xmax = 4.98
+		intervals: size = 17
+			intervals [1]:
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+				xmax = 0.040
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+			intervals [2]:
+				xmin = 0.040
+				xmax = 0.320
+				text = "and"
+			intervals [3]:
+				xmin = 0.320
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+				text = "you"
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+				xmin = 0.620
+				xmax = 0.650
+				text = ""
+			intervals [5]:
+				xmin = 0.650
+				xmax = 1.210
+				text = "always"
+			intervals [6]:
+				xmin = 1.210
+				xmax = 1.280
+				text = ""
+			intervals [7]:
+				xmin = 1.280
+				xmax = 1.820
+				text = "want"
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+				xmax = 1.940
+				text = "to"
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+				xmin = 2.630
+				xmax = 2.910
+				text = ""
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+				xmin = 2.910
+				xmax = 3.190
+				text = "in"
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+				xmin = 3.190
+				xmax = 3.480
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+				xmin = 3.480
+				xmax = 3.770
+				text = ""
+			intervals [15]:
+				xmin = 3.770
+				xmax = 4.540
+				text = "superlative"
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+				xmin = 4.540
+				xmax = 4.930
+				text = "degree"
+			intervals [17]:
+				xmin = 4.930
+				xmax = 4.98
+				text = ""
+	item [2]:
+		class = "IntervalTier"
+		name = "phones"
+		xmin = 0.0
+		xmax = 4.98
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+			intervals [1]:
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+				xmin = 0.270
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+				xmin = 0.320
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+				xmin = 0.360
+				xmax = 0.620
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+				xmin = 0.620
+				xmax = 0.650
+				text = "sp"
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+				xmin = 0.650
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+				xmin = 0.760
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+				xmin = 0.900
+				xmax = 0.980
+				text = "W"
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+				xmin = 0.980
+				xmax = 1.030
+				text = "IY0"
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+				xmin = 1.030
+				xmax = 1.210
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+				xmin = 1.210
+				xmax = 1.280
+				text = "sp"
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+				xmin = 1.280
+				xmax = 1.530
+				text = "W"
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+				xmin = 1.530
+				xmax = 1.660
+				text = "AO1"
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+				xmin = 1.660
+				xmax = 1.730
+				text = "N"
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+				xmin = 1.730
+				xmax = 1.820
+				text = "T"
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+				xmin = 1.820
+				xmax = 1.860
+				text = "T"
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+				xmin = 1.860
+				xmax = 1.940
+				text = "UW1"
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+				xmin = 1.940
+				xmax = 2.090
+				text = "S"
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+				xmin = 2.090
+				xmax = 2.280
+				text = "IY1"
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+				xmin = 2.280
+				xmax = 2.400
+				text = "IH1"
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+				xmin = 2.400
+				xmax = 2.630
+				text = "T"
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+				xmin = 2.630
+				xmax = 2.910
+				text = "sp"
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+				xmin = 2.910
+				xmax = 3.110
+				text = "IH0"
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+				xmin = 3.110
+				xmax = 3.190
+				text = "N"
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+				xmin = 3.190
+				xmax = 3.250
+				text = "DH"
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+				xmin = 3.250
+				xmax = 3.480
+				text = "AH0"
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+				xmin = 3.480
+				xmax = 3.770
+				text = "sp"
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+				xmin = 3.770
+				xmax = 3.940
+				text = "S"
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+				xmin = 3.940
+				xmax = 4.000
+				text = "UH0"
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+				xmin = 4.000
+				xmax = 4.070
+				text = "P"
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+				xmin = 4.070
+				xmax = 4.130
+				text = "ER1"
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+				xmin = 4.130
+				xmax = 4.230
+				text = "L"
+			intervals [35]:
+				xmin = 4.230
+				xmax = 4.280
+				text = "AH0"
+			intervals [36]:
+				xmin = 4.280
+				xmax = 4.410
+				text = "T"
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+				xmin = 4.410
+				xmax = 4.490
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+				xmin = 4.490
+				xmax = 4.540
+				text = "V"
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+				xmin = 4.540
+				xmax = 4.590
+				text = "D"
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+				xmin = 4.590
+				xmax = 4.640
+				text = "IH0"
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+				xmin = 4.640
+				xmax = 4.690
+				text = "G"
+			intervals [42]:
+				xmin = 4.690
+				xmax = 4.760
+				text = "R"
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+				xmin = 4.760
+				xmax = 4.930
+				text = "IY1"
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+				xmin = 4.930
+				xmax = 4.960
+				text = "sp"
+			intervals [45]:
+				xmin = 4.960
+				xmax = 4.98
+				text = ""

l2_arctic/ABA/textgrid/arctic_a0008.TextGrid

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+File type = "ooTextFile"
+Object class = "TextGrid"
+
+xmin = 0.0
+xmax = 3.16
+tiers? <exists>
+size = 2
+item []:
+	item [1]:
+		class = "IntervalTier"
+		name = "words"
+		xmin = 0.0
+		xmax = 3.16
+		intervals: size = 11
+			intervals [1]:
+				xmin = 0.0
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+			intervals [2]:
+				xmin = 0.050
+				xmax = 0.640
+				text = "gad"
+			intervals [3]:
+				xmin = 0.640
+				xmax = 0.730
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+				xmax = 1.090
+				text = "your"
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+				xmax = 1.870
+				text = ""
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+				xmin = 1.870
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+				text = "just"
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+				xmin = 2.570
+				xmax = 2.700
+				text = "in"
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+				xmin = 2.700
+				xmax = 3.070
+				text = "time"
+			intervals [11]:
+				xmin = 3.070
+				xmax = 3.16
+				text = ""
+	item [2]:
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+		name = "phones"
+		xmin = 0.0
+		xmax = 3.16
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+			intervals [1]:
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+			intervals [3]:
+				xmin = 0.270
+				xmax = 0.430
+				text = "AE1"
+			intervals [4]:
+				xmin = 0.430
+				xmax = 0.640
+				text = "D"
+			intervals [5]:
+				xmin = 0.640
+				xmax = 0.730
+				text = "sp"
+			intervals [6]:
+				xmin = 0.730
+				xmax = 0.990
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+				xmin = 0.990
+				xmax = 1.060
+				text = "UH1"
+			intervals [8]:
+				xmin = 1.060
+				xmax = 1.090
+				text = "R"
+			intervals [9]:
+				xmin = 1.090
+				xmax = 1.240
+				text = "L"
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+				text = "EH1"
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+				xmin = 1.320
+				xmax = 1.460
+				text = "T"
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+				xmin = 1.460
+				xmax = 1.680
+				text = "ER0"
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+				xmin = 1.680
+				xmax = 1.870
+				text = "sp"
+			intervals [14]:
+				xmin = 1.870
+				xmax = 2.030
+				text = "K"
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+				xmin = 2.030
+				xmax = 2.130
+				text = "EY1"
+			intervals [16]:
+				xmin = 2.130
+				xmax = 2.220
+				text = "M"
+			intervals [17]:
+				xmin = 2.220
+				xmax = 2.350
+				text = "JH"
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+				xmin = 2.350
+				xmax = 2.420
+				text = "AH1"
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+				xmin = 2.420
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+				text = "S"
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+				xmin = 2.500
+				xmax = 2.570
+				text = "T"
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+				xmin = 2.570
+				xmax = 2.650
+				text = "IH0"
+			intervals [22]:
+				xmin = 2.650
+				xmax = 2.700
+				text = "N"
+			intervals [23]:
+				xmin = 2.700
+				xmax = 2.810
+				text = "T"
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+				xmin = 2.810
+				xmax = 2.960
+				text = "AY1"
+			intervals [25]:
+				xmin = 2.960
+				xmax = 3.070
+				text = "M"
+			intervals [26]:
+				xmin = 3.070
+				xmax = 3.140
+				text = "sp"
+			intervals [27]:
+				xmin = 3.140
+				xmax = 3.16
+				text = ""

l2_arctic/ABA/textgrid/arctic_a0010.TextGrid

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+File type = "ooTextFile"
+Object class = "TextGrid"
+
+xmin = 0.0
+xmax = 3.876893424036281
+tiers? <exists>
+size = 2
+item []:
+	item [1]:
+		class = "IntervalTier"
+		name = "words"
+		xmin = 0.0
+		xmax = 3.876893424036281
+		intervals: size = 15
+			intervals [1]:
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+				xmax = 0.050
+				text = ""
+			intervals [2]:
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+				xmax = 0.380
+				text = "i'm"
+			intervals [3]:
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+				xmax = 0.780
+				text = "playing"
+			intervals [4]:
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+				xmax = 0.860
+				text = "a"
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+				xmin = 0.860
+				xmax = 1.210
+				text = "single"
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+				xmin = 1.210
+				xmax = 1.590
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+				xmax = 1.870
+				text = "in"
+			intervals [8]:
+				xmin = 1.870
+				xmax = 2.110
+				text = "what"
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+				xmin = 2.110
+				xmax = 2.440
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+			intervals [10]:
+				xmin = 2.440
+				xmax = 2.840
+				text = "like"
+			intervals [11]:
+				xmin = 2.840
+				xmax = 2.870
+				text = ""
+			intervals [12]:
+				xmin = 2.870
+				xmax = 3.020
+				text = "a"
+			intervals [13]:
+				xmin = 3.020
+				xmax = 3.460
+				text = "losing"
+			intervals [14]:
+				xmin = 3.460
+				xmax = 3.750
+				text = "game"
+			intervals [15]:
+				xmin = 3.750
+				xmax = 3.876893424036281
+				text = ""
+	item [2]:
+		class = "IntervalTier"
+		name = "phones"
+		xmin = 0.0
+		xmax = 3.876893424036281
+		intervals: size = 43
+			intervals [1]:
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+				xmax = 0.050
+				text = "sil"
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+				text = "AY1"
+			intervals [3]:
+				xmin = 0.300
+				xmax = 0.380
+				text = "M"
+			intervals [4]:
+				xmin = 0.380
+				xmax = 0.450
+				text = "P"
+			intervals [5]:
+				xmin = 0.450
+				xmax = 0.530
+				text = "L"
+			intervals [6]:
+				xmin = 0.530
+				xmax = 0.630
+				text = "EY1"
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+				xmin = 0.630
+				xmax = 0.660
+				text = "IH0"
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+				xmin = 0.660
+				xmax = 0.780
+				text = "NG"
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+				xmin = 0.780
+				xmax = 0.860
+				text = "AH0"
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+				xmax = 0.990
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+				xmin = 3.460
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+				xmin = 3.550
+				xmax = 3.690
+				text = "EY1"
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+				xmin = 3.690
+				xmax = 3.750
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+				xmin = 3.750
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+				text = "sp"
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+				xmin = 3.860
+				xmax = 3.876893424036281
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l2_arctic/ABA/textgrid/arctic_a0011.TextGrid

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+File type = "ooTextFile"
+Object class = "TextGrid"
+
+xmin = 0.0
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+				xmin = 3.660
+				xmax = 3.7531972789115646
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+				xmin = 3.370
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l2_arctic/ABA/textgrid/arctic_a0013.TextGrid

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+File type = "ooTextFile"
+Object class = "TextGrid"
+
+xmin = 0.0
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+				xmin = 5.650
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+			intervals [58]:
+				xmin = 5.890
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+File type = "ooTextFile"
+Object class = "TextGrid"
+
+xmin = 0.0
+xmax = 1.3969160997732426
+tiers? <exists>
+size = 2
+item []:
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+		xmax = 1.3969160997732426
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+				xmin = 1.290
+				xmax = 1.3969160997732426
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+	item [2]:
+		class = "IntervalTier"
+		name = "phones"
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+		xmax = 1.3969160997732426
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