{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "provenance": [],
      "gpuType": "T4"
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    },
    "accelerator": "GPU"
  },
  "cells": [
    {
      "cell_type": "code",
      "source": [
        "%cd /content\n",
        "!rm -rf ChatTTS-OpenVoice\n",
        "!git clone https://github.com/index-tts/index-tts.git"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "7M8AW14DO7UX",
        "outputId": "19603032-66eb-4882-fa15-396993239e2b"
      },
      "execution_count": 10,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "/content\n",
            "Cloning into 'index-tts'...\n",
            "remote: Enumerating objects: 450, done.\u001b[K\n",
            "remote: Counting objects: 100% (184/184), done.\u001b[K\n",
            "remote: Compressing objects: 100% (70/70), done.\u001b[K\n",
            "remote: Total 450 (delta 161), reused 114 (delta 114), pack-reused 266 (from 2)\u001b[K\n",
            "Receiving objects: 100% (450/450), 1.76 MiB | 19.99 MiB/s, done.\n",
            "Resolving deltas: 100% (259/259), done.\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "%cd index-tts\n",
        "!pip install -r requirements.txt\n",
        "!apt-get install ffmpeg"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "id": "a7fVftKgXbf9",
        "outputId": "1e0b539c-d9f6-4bcc-f2f1-a7aaa0b2c5ba"
      },
      "execution_count": 12,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "/content/index-tts\n",
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            "\u001b[?25hDownloading tensorboard_data_server-0.6.1-py3-none-manylinux2010_x86_64.whl (4.9 MB)\n",
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            "\u001b[?25hDownloading tensorboard_plugin_wit-1.8.1-py3-none-any.whl (781 kB)\n",
            "\u001b[2K   \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m781.3/781.3 kB\u001b[0m \u001b[31m54.5 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hBuilding wheels for collected packages: distance\n",
            "  Building wheel for distance (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for distance: filename=Distance-0.1.3-py3-none-any.whl size=16256 sha256=75a3f2af9dce021a7494794238bde02a11a9937f356d91aa67a69be17805afce\n",
            "  Stored in directory: /root/.cache/pip/wheels/fb/cd/9c/3ab5d666e3bcacc58900b10959edd3816cc9557c7337986322\n",
            "Successfully built distance\n",
            "Installing collected packages: tensorboard-plugin-wit, keras, distance, tensorboard-data-server, pynini, protobuf, numpy, llvmlite, ffmpeg-python, Cython, WeTextProcessing, pandas, opencv-python, numba, tokenizers, matplotlib, google-auth-oauthlib, transformers, tensorboard, g2p-en, accelerate\n",
            "  Attempting uninstall: keras\n",
            "    Found existing installation: keras 3.8.0\n",
            "    Uninstalling keras-3.8.0:\n",
            "      Successfully uninstalled keras-3.8.0\n",
            "  Attempting uninstall: tensorboard-data-server\n",
            "    Found existing installation: tensorboard-data-server 0.7.2\n",
            "    Uninstalling tensorboard-data-server-0.7.2:\n",
            "      Successfully uninstalled tensorboard-data-server-0.7.2\n",
            "  Attempting uninstall: protobuf\n",
            "    Found existing installation: protobuf 5.29.4\n",
            "    Uninstalling protobuf-5.29.4:\n",
            "      Successfully uninstalled protobuf-5.29.4\n",
            "  Attempting uninstall: numpy\n",
            "    Found existing installation: numpy 1.22.0\n",
            "    Uninstalling numpy-1.22.0:\n",
            "      Successfully uninstalled numpy-1.22.0\n",
            "  Attempting uninstall: llvmlite\n",
            "    Found existing installation: llvmlite 0.43.0\n",
            "    Uninstalling llvmlite-0.43.0:\n",
            "      Successfully uninstalled llvmlite-0.43.0\n",
            "  Attempting uninstall: Cython\n",
            "    Found existing installation: Cython 3.0.12\n",
            "    Uninstalling Cython-3.0.12:\n",
            "      Successfully uninstalled Cython-3.0.12\n",
            "  Attempting uninstall: pandas\n",
            "    Found existing installation: pandas 1.5.1\n",
            "    Uninstalling pandas-1.5.1:\n",
            "      Successfully uninstalled pandas-1.5.1\n",
            "  Attempting uninstall: opencv-python\n",
            "    Found existing installation: opencv-python 4.11.0.86\n",
            "    Uninstalling opencv-python-4.11.0.86:\n",
            "      Successfully uninstalled opencv-python-4.11.0.86\n",
            "  Attempting uninstall: numba\n",
            "    Found existing installation: numba 0.60.0\n",
            "    Uninstalling numba-0.60.0:\n",
            "      Successfully uninstalled numba-0.60.0\n",
            "  Attempting uninstall: tokenizers\n",
            "    Found existing installation: tokenizers 0.21.1\n",
            "    Uninstalling tokenizers-0.21.1:\n",
            "      Successfully uninstalled tokenizers-0.21.1\n",
            "  Attempting uninstall: matplotlib\n",
            "    Found existing installation: matplotlib 3.8.4\n",
            "    Uninstalling matplotlib-3.8.4:\n",
            "      Successfully uninstalled matplotlib-3.8.4\n",
            "  Attempting uninstall: google-auth-oauthlib\n",
            "    Found existing installation: google-auth-oauthlib 1.2.2\n",
            "    Uninstalling google-auth-oauthlib-1.2.2:\n",
            "      Successfully uninstalled google-auth-oauthlib-1.2.2\n",
            "  Attempting uninstall: transformers\n",
            "    Found existing installation: transformers 4.51.3\n",
            "    Uninstalling transformers-4.51.3:\n",
            "      Successfully uninstalled transformers-4.51.3\n",
            "  Attempting uninstall: tensorboard\n",
            "    Found existing installation: tensorboard 2.18.0\n",
            "    Uninstalling tensorboard-2.18.0:\n",
            "      Successfully uninstalled tensorboard-2.18.0\n",
            "  Attempting uninstall: accelerate\n",
            "    Found existing installation: accelerate 1.6.0\n",
            "    Uninstalling accelerate-1.6.0:\n",
            "      Successfully uninstalled accelerate-1.6.0\n",
            "\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n",
            "chattts 0.2.3 requires transformers>=4.41.1, but you have transformers 4.36.2 which is incompatible.\n",
            "google-colab 1.0.0 requires pandas==2.2.2, but you have pandas 2.1.3 which is incompatible.\n",
            "google-cloud-resource-manager 1.14.2 requires protobuf!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<7.0.0,>=3.20.2, but you have protobuf 3.19.6 which is incompatible.\n",
            "google-cloud-bigquery-connection 1.18.2 requires protobuf!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<7.0.0,>=3.20.2, but you have protobuf 3.19.6 which is incompatible.\n",
            "google-cloud-iam 2.19.0 requires protobuf!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<7.0.0,>=3.20.2, but you have protobuf 3.19.6 which is incompatible.\n",
            "google-cloud-translate 3.20.2 requires protobuf!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<7.0.0,>=3.20.2, but you have protobuf 3.19.6 which is incompatible.\n",
            "google-cloud-dataproc 5.18.1 requires protobuf!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<7.0.0,>=3.20.2, but you have protobuf 3.19.6 which is incompatible.\n",
            "sentence-transformers 3.4.1 requires transformers<5.0.0,>=4.41.0, but you have transformers 4.36.2 which is incompatible.\n",
            "grpc-google-iam-v1 0.14.2 requires protobuf!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<7.0.0,>=3.20.2, but you have protobuf 3.19.6 which is incompatible.\n",
            "tensorflow 2.18.0 requires keras>=3.5.0, but you have keras 2.9.0 which is incompatible.\n",
            "tensorflow 2.18.0 requires protobuf!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<6.0.0dev,>=3.20.3, but you have protobuf 3.19.6 which is incompatible.\n",
            "tensorflow 2.18.0 requires tensorboard<2.19,>=2.18, but you have tensorboard 2.9.1 which is incompatible.\n",
            "dataproc-spark-connect 0.7.2 requires websockets>=14.0, but you have websockets 11.0.3 which is incompatible.\n",
            "dask-cuda 25.2.0 requires numba<0.61.0a0,>=0.59.1, but you have numba 0.58.1 which is incompatible.\n",
            "google-cloud-pubsub 2.25.0 requires protobuf!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<6.0.0dev,>=3.20.2, but you have protobuf 3.19.6 which is incompatible.\n",
            "tensorflow-datasets 4.9.8 requires protobuf>=3.20, but you have protobuf 3.19.6 which is incompatible.\n",
            "thinc 8.3.6 requires numpy<3.0.0,>=2.0.0, but you have numpy 1.26.2 which is incompatible.\n",
            "grpcio-status 1.71.0 requires protobuf<6.0dev,>=5.26.1, but you have protobuf 3.19.6 which is incompatible.\n",
            "google-cloud-bigquery-storage 2.31.0 requires protobuf!=3.20.0,!=3.20.1,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<7.0.0,>=3.20.2, but you have protobuf 3.19.6 which is incompatible.\n",
            "google-cloud-bigtable 2.30.1 requires protobuf!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<7.0.0,>=3.20.2, but you have protobuf 3.19.6 which is incompatible.\n",
            "google-cloud-aiplatform 1.91.0 requires protobuf!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<7.0.0,>=3.20.2, but you have protobuf 3.19.6 which is incompatible.\n",
            "cuml-cu12 25.2.1 requires numba<0.61.0a0,>=0.59.1, but you have numba 0.58.1 which is incompatible.\n",
            "google-cloud-functions 1.20.3 requires protobuf!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<7.0.0,>=3.20.2, but you have protobuf 3.19.6 which is incompatible.\n",
            "google-cloud-datastore 2.21.0 requires protobuf!=3.20.0,!=3.20.1,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<7.0.0,>=3.20.2, but you have protobuf 3.19.6 which is incompatible.\n",
            "distributed-ucxx-cu12 0.42.0 requires numba<0.61.0a0,>=0.59.1, but you have numba 0.58.1 which is incompatible.\n",
            "plotnine 0.14.5 requires pandas>=2.2.0, but you have pandas 2.1.3 which is incompatible.\n",
            "googleapis-common-protos 1.70.0 requires protobuf!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<7.0.0,>=3.20.2, but you have protobuf 3.19.6 which is incompatible.\n",
            "tensorflow-metadata 1.17.1 requires protobuf<6.0.0,>=4.25.2; python_version >= \"3.11\", but you have protobuf 3.19.6 which is incompatible.\n",
            "mizani 0.13.3 requires pandas>=2.2.0, but you have pandas 2.1.3 which is incompatible.\n",
            "cudf-cu12 25.2.1 requires numba<0.61.0a0,>=0.59.1, but you have numba 0.58.1 which is incompatible.\n",
            "google-ai-generativelanguage 0.6.15 requires protobuf!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<6.0.0dev,>=3.20.2, but you have protobuf 3.19.6 which is incompatible.\n",
            "pandas-gbq 0.28.0 requires google-auth-oauthlib>=0.7.0, but you have google-auth-oauthlib 0.4.6 which is incompatible.\n",
            "ydf 0.11.0 requires protobuf<6.0.0,>=5.29.1, but you have protobuf 3.19.6 which is incompatible.\n",
            "google-cloud-spanner 3.54.0 requires protobuf!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<7.0.0,>=3.20.2, but you have protobuf 3.19.6 which is incompatible.\n",
            "google-cloud-firestore 2.20.2 requires protobuf!=3.20.0,!=3.20.1,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<7.0.0dev,>=3.20.2, but you have protobuf 3.19.6 which is incompatible.\n",
            "numba-cuda 0.2.0 requires numba>=0.59.1, but you have numba 0.58.1 which is incompatible.\n",
            "google-cloud-language 2.17.1 requires protobuf!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<7.0.0,>=3.20.2, but you have protobuf 3.19.6 which is incompatible.\u001b[0m\u001b[31m\n",
            "\u001b[0mSuccessfully installed Cython-3.0.7 WeTextProcessing-1.0.4.1 accelerate-0.25.0 distance-0.1.3 ffmpeg-python-0.2.0 g2p-en-2.1.0 google-auth-oauthlib-0.4.6 keras-2.9.0 llvmlite-0.41.1 matplotlib-3.8.2 numba-0.58.1 numpy-1.26.2 opencv-python-4.9.0.80 pandas-2.1.3 protobuf-3.19.6 pynini-2.1.6 tensorboard-2.9.1 tensorboard-data-server-0.6.1 tensorboard-plugin-wit-1.8.1 tokenizers-0.15.0 transformers-4.36.2\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "application/vnd.colab-display-data+json": {
              "pip_warning": {
                "packages": [
                  "google",
                  "google_auth_oauthlib",
                  "matplotlib",
                  "mpl_toolkits"
                ]
              },
              "id": "b4c682e6777b4b96837e2ff02d0a0582"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Reading package lists... Done\n",
            "Building dependency tree... Done\n",
            "Reading state information... Done\n",
            "ffmpeg is already the newest version (7:4.4.2-0ubuntu0.22.04.1).\n",
            "0 upgraded, 0 newly installed, 0 to remove and 34 not upgraded.\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "%cd index-tts"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "MUiDVB_nX_Th",
        "outputId": "19521bd8-f3d6-4160-e338-94981bcb628a"
      },
      "execution_count": 1,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "/content/index-tts\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!huggingface-cli download IndexTeam/Index-TTS \\\n",
        "  bigvgan_discriminator.pth bigvgan_generator.pth bpe.model dvae.pth gpt.pth unigram_12000.vocab \\\n",
        "  --local-dir checkpoints"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "uCYRru68YbYb",
        "outputId": "96a6c2cc-010b-4c53-c096-c35d66b8de44"
      },
      "execution_count": 2,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\rFetching 6 files:   0% 0/6 [00:00<?, ?it/s]Downloading 'dvae.pth' to 'checkpoints/.cache/huggingface/download/Eo-uOl65TcDqOo9qbdw9EufkiwQ=.c112404dfe25d8d88084b507b0637037a419b4a5a0d9160516d9398a8f2b52c8.incomplete'\n",
            "Downloading 'bigvgan_discriminator.pth' to 'checkpoints/.cache/huggingface/download/rP61RaCCq8JUX_UrFOklpHIyM0A=.8a11c977d56c2500c7978affd08678da7a217af124356d88010fa2abcbf51984.incomplete'\n",
            "Downloading 'gpt.pth' to 'checkpoints/.cache/huggingface/download/_7f-xidG2lZwkbGRwdGaUEGM9-w=.7797ed691d9c0295fd30af153d9ff04501e353a4c67c3f898e4b0840a5ef10dd.incomplete'\n",
            "\n",
            "\rbigvgan_discriminator.pth:   0% 0.00/1.63G [00:00<?, ?B/s]\u001b[A\n",
            "\n",
            "\rgpt.pth:   0% 0.00/697M [00:00<?, ?B/s]\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\rdvae.pth:   0% 0.00/243M [00:00<?, ?B/s]\u001b[A\u001b[A\u001b[ADownloading 'bigvgan_generator.pth' to 'checkpoints/.cache/huggingface/download/T7MAeDN3QnT7K91CJaMdYrAx26o=.9ec77084929fad053355669c8b5986e32542f13afeff78ad93389a8f06ce62b0.incomplete'\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\rbigvgan_generator.pth:   0% 0.00/525M [00:00<?, ?B/s]\u001b[A\u001b[A\u001b[A\u001b[ADownloading 'unigram_12000.vocab' to 'checkpoints/.cache/huggingface/download/DyI2HlpVtENU6daLhCfFZFW3_ss=.337ffb4197e69c3d7aa57efe2022bbde577b951d.incomplete'\n",
            "Downloading 'bpe.model' to 'checkpoints/.cache/huggingface/download/Gxtyhw1DNb_863rgFQ-g37D7LQI=.cf30028855ff4a89f6663325c88b44a69f74f97990dd410a4b35414c4db31779.incomplete'\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "bpe.model: 100% 476k/476k [00:00<00:00, 20.3MB/s]\n",
            "\n",
            "bigvgan_discriminator.pth:   1% 21.0M/1.63G [00:00<00:11, 143MB/s]\u001b[ADownload complete. Moving file to checkpoints/bpe.model\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "unigram_12000.vocab: 100% 94.7k/94.7k [00:00<00:00, 10.0MB/s]\n",
            "\n",
            "\n",
            "Download complete. Moving file to checkpoints/unigram_12000.vocab\n",
            "gpt.pth:   2% 10.5M/697M [00:00<00:12, 55.4MB/s]\u001b[A\u001b[A\n",
            "\n",
            "\n",
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            "\n",
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            "\n",
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            "dvae.pth:  17% 41.9M/243M [00:00<00:01, 105MB/s] \u001b[A\u001b[A\u001b[A\n",
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            "\n",
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            "bigvgan_discriminator.pth:   4% 62.9M/1.63G [00:00<00:14, 105MB/s]\u001b[A\n",
            "\n",
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            "\n",
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            "\n",
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            "\n",
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            "\n",
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            "bigvgan_discriminator.pth:   5% 83.9M/1.63G [00:00<00:16, 92.0MB/s]\u001b[A\n",
            "\n",
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            "\n",
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            "\n",
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            "\n",
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            "bigvgan_discriminator.pth:   6% 105M/1.63G [00:01<00:15, 95.8MB/s] \u001b[A\n",
            "\n",
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            "\n",
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            "\n",
            "\n",
            "\n",
            "bigvgan_generator.pth:  20% 105M/525M [00:01<00:04, 86.7MB/s] \u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "dvae.pth:  47% 115M/243M [00:01<00:01, 83.7MB/s]\u001b[A\u001b[A\u001b[A\n",
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            "\n",
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            "\n",
            "\n",
            "\n",
            "bigvgan_generator.pth:  22% 115M/525M [00:01<00:05, 69.3MB/s]\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
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            "\n",
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            "\n",
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            "bigvgan_generator.pth:  24% 126M/525M [00:01<00:05, 69.0MB/s]\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "dvae.pth:  56% 136M/243M [00:01<00:01, 68.5MB/s]\u001b[A\u001b[A\u001b[A\n",
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            "\n",
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            "\n",
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            "\n",
            "bigvgan_generator.pth:  26% 136M/525M [00:01<00:06, 64.1MB/s]\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "dvae.pth:  60% 147M/243M [00:01<00:01, 60.5MB/s]\u001b[A\u001b[A\u001b[A\n",
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            "\n",
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            "\n",
            "\n",
            "\n",
            "bigvgan_generator.pth:  28% 147M/525M [00:02<00:06, 58.7MB/s]\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "dvae.pth:  65% 157M/243M [00:02<00:01, 61.8MB/s]\u001b[A\u001b[A\u001b[A\n",
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            "\n",
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            "\n",
            "\n",
            "\n",
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            "\n",
            "\n",
            "dvae.pth:  69% 168M/243M [00:02<00:01, 60.6MB/s]\u001b[A\u001b[A\u001b[A\n",
            "bigvgan_discriminator.pth:  11% 178M/1.63G [00:02<00:23, 61.2MB/s]\u001b[A\n",
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            "\n",
            "\n",
            "\n",
            "bigvgan_generator.pth:  32% 168M/525M [00:02<00:05, 63.3MB/s]\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "dvae.pth:  73% 178M/243M [00:02<00:01, 59.1MB/s]\u001b[A\u001b[A\u001b[A\n",
            "bigvgan_discriminator.pth:  12% 189M/1.63G [00:02<00:24, 59.2MB/s]\u001b[A\n",
            "\n",
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            "\n",
            "\n",
            "\n",
            "bigvgan_generator.pth:  34% 178M/525M [00:02<00:05, 59.6MB/s]\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "dvae.pth:  78% 189M/243M [00:02<00:00, 59.7MB/s]\u001b[A\u001b[A\u001b[A\n",
            "bigvgan_discriminator.pth:  12% 199M/1.63G [00:02<00:24, 57.5MB/s]\u001b[A\n",
            "\n",
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            "\n",
            "\n",
            "\n",
            "bigvgan_generator.pth:  36% 189M/525M [00:02<00:05, 60.3MB/s]\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "dvae.pth:  82% 199M/243M [00:02<00:00, 67.8MB/s]\u001b[A\u001b[A\u001b[A\n",
            "bigvgan_discriminator.pth:  13% 210M/1.63G [00:02<00:21, 66.0MB/s]\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "bigvgan_generator.pth:  38% 199M/525M [00:02<00:04, 68.9MB/s]\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "bigvgan_discriminator.pth:  14% 220M/1.63G [00:02<00:19, 71.2MB/s]\u001b[A\n",
            "\n",
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            "\n",
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            "\n",
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            "\n",
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            "\n",
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            "\n",
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            "dvae.pth: 100% 243M/243M [00:03<00:00, 70.4MB/s]\n",
            "Download complete. Moving file to checkpoints/dvae.pth\n",
            "\n",
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            "Download complete. Moving file to checkpoints/bigvgan_generator.pth\n",
            "\n",
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            "Download complete. Moving file to checkpoints/gpt.pth\n",
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            "Download complete. Moving file to checkpoints/bigvgan_discriminator.pth\n",
            "Fetching 6 files: 100% 6/6 [00:12<00:00,  2.03s/it]\n",
            "/content/index-tts/checkpoints\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!pip install -e \".[webui]\"\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "GE2pPf1eYh6K",
        "outputId": "73877399-dddf-4227-fc23-46eb85f9631d"
      },
      "execution_count": 3,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Obtaining file:///content/index-tts\n",
            "  Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "Requirement already satisfied: torch>=2.1.2 in /usr/local/lib/python3.11/dist-packages (from indextts==0.1.1) (2.6.0+cu124)\n",
            "Requirement already satisfied: torchaudio in /usr/local/lib/python3.11/dist-packages (from indextts==0.1.1) (2.6.0+cu124)\n",
            "Requirement already satisfied: transformers==4.36.2 in /usr/local/lib/python3.11/dist-packages (from indextts==0.1.1) (4.36.2)\n",
            "Requirement already satisfied: accelerate in /usr/local/lib/python3.11/dist-packages (from indextts==0.1.1) (0.25.0)\n",
            "Requirement already satisfied: tokenizers==0.15.0 in /usr/local/lib/python3.11/dist-packages (from indextts==0.1.1) (0.15.0)\n",
            "Requirement already satisfied: einops==0.8.1 in /usr/local/lib/python3.11/dist-packages (from indextts==0.1.1) (0.8.1)\n",
            "Requirement already satisfied: matplotlib==3.8.2 in /usr/local/lib/python3.11/dist-packages (from indextts==0.1.1) (3.8.2)\n",
            "Requirement already satisfied: omegaconf in /usr/local/lib/python3.11/dist-packages (from indextts==0.1.1) (2.3.0)\n",
            "Requirement already satisfied: sentencepiece in /usr/local/lib/python3.11/dist-packages (from indextts==0.1.1) (0.2.0)\n",
            "Requirement already satisfied: librosa in /usr/local/lib/python3.11/dist-packages (from indextts==0.1.1) (0.9.1)\n",
            "Requirement already satisfied: numpy in /usr/local/lib/python3.11/dist-packages (from indextts==0.1.1) (1.26.2)\n",
            "Requirement already satisfied: WeTextProcessing in /usr/local/lib/python3.11/dist-packages (from indextts==0.1.1) (1.0.4.1)\n",
            "Requirement already satisfied: contourpy>=1.0.1 in /usr/local/lib/python3.11/dist-packages (from matplotlib==3.8.2->indextts==0.1.1) (1.2.1)\n",
            "Requirement already satisfied: cycler>=0.10 in /usr/local/lib/python3.11/dist-packages (from matplotlib==3.8.2->indextts==0.1.1) (0.12.1)\n",
            "Requirement already satisfied: fonttools>=4.22.0 in /usr/local/lib/python3.11/dist-packages (from matplotlib==3.8.2->indextts==0.1.1) (4.57.0)\n",
            "Requirement already satisfied: kiwisolver>=1.3.1 in /usr/local/lib/python3.11/dist-packages (from matplotlib==3.8.2->indextts==0.1.1) (1.4.8)\n",
            "Requirement already satisfied: packaging>=20.0 in /usr/local/lib/python3.11/dist-packages (from matplotlib==3.8.2->indextts==0.1.1) (24.2)\n",
            "Requirement already satisfied: pillow>=8 in /usr/local/lib/python3.11/dist-packages (from matplotlib==3.8.2->indextts==0.1.1) (10.4.0)\n",
            "Requirement already satisfied: pyparsing>=2.3.1 in /usr/local/lib/python3.11/dist-packages (from matplotlib==3.8.2->indextts==0.1.1) (3.2.3)\n",
            "Requirement already satisfied: python-dateutil>=2.7 in /usr/local/lib/python3.11/dist-packages (from matplotlib==3.8.2->indextts==0.1.1) (2.9.0.post0)\n",
            "Requirement already satisfied: huggingface_hub<1.0,>=0.16.4 in /usr/local/lib/python3.11/dist-packages (from tokenizers==0.15.0->indextts==0.1.1) (0.31.1)\n",
            "Requirement already satisfied: filelock in /usr/local/lib/python3.11/dist-packages (from transformers==4.36.2->indextts==0.1.1) (3.18.0)\n",
            "Requirement already satisfied: pyyaml>=5.1 in /usr/local/lib/python3.11/dist-packages (from transformers==4.36.2->indextts==0.1.1) (6.0.2)\n",
            "Requirement already satisfied: regex!=2019.12.17 in /usr/local/lib/python3.11/dist-packages (from transformers==4.36.2->indextts==0.1.1) (2024.11.6)\n",
            "Requirement already satisfied: requests in /usr/local/lib/python3.11/dist-packages (from transformers==4.36.2->indextts==0.1.1) (2.32.3)\n",
            "Requirement already satisfied: safetensors>=0.3.1 in /usr/local/lib/python3.11/dist-packages (from transformers==4.36.2->indextts==0.1.1) (0.5.3)\n",
            "Requirement already satisfied: tqdm>=4.27 in /usr/local/lib/python3.11/dist-packages (from transformers==4.36.2->indextts==0.1.1) (4.67.1)\n",
            "Requirement already satisfied: gradio in /usr/local/lib/python3.11/dist-packages (from indextts==0.1.1) (3.48.0)\n",
            "Requirement already satisfied: typing-extensions>=4.10.0 in /usr/local/lib/python3.11/dist-packages (from torch>=2.1.2->indextts==0.1.1) (4.13.2)\n",
            "Requirement already satisfied: networkx in /usr/local/lib/python3.11/dist-packages (from torch>=2.1.2->indextts==0.1.1) (3.4.2)\n",
            "Requirement already satisfied: jinja2 in /usr/local/lib/python3.11/dist-packages (from torch>=2.1.2->indextts==0.1.1) (3.1.6)\n",
            "Requirement already satisfied: fsspec in /usr/local/lib/python3.11/dist-packages (from torch>=2.1.2->indextts==0.1.1) (2025.3.2)\n",
            "Requirement already satisfied: nvidia-cuda-nvrtc-cu12==12.4.127 in /usr/local/lib/python3.11/dist-packages (from torch>=2.1.2->indextts==0.1.1) (12.4.127)\n",
            "Requirement already satisfied: nvidia-cuda-runtime-cu12==12.4.127 in /usr/local/lib/python3.11/dist-packages (from torch>=2.1.2->indextts==0.1.1) (12.4.127)\n",
            "Requirement already satisfied: nvidia-cuda-cupti-cu12==12.4.127 in /usr/local/lib/python3.11/dist-packages (from torch>=2.1.2->indextts==0.1.1) (12.4.127)\n",
            "Requirement already satisfied: nvidia-cudnn-cu12==9.1.0.70 in /usr/local/lib/python3.11/dist-packages (from torch>=2.1.2->indextts==0.1.1) (9.1.0.70)\n",
            "Requirement already satisfied: nvidia-cublas-cu12==12.4.5.8 in /usr/local/lib/python3.11/dist-packages (from torch>=2.1.2->indextts==0.1.1) (12.4.5.8)\n",
            "Requirement already satisfied: nvidia-cufft-cu12==11.2.1.3 in /usr/local/lib/python3.11/dist-packages (from torch>=2.1.2->indextts==0.1.1) (11.2.1.3)\n",
            "Requirement already satisfied: nvidia-curand-cu12==10.3.5.147 in /usr/local/lib/python3.11/dist-packages (from torch>=2.1.2->indextts==0.1.1) (10.3.5.147)\n",
            "Requirement already satisfied: nvidia-cusolver-cu12==11.6.1.9 in /usr/local/lib/python3.11/dist-packages (from torch>=2.1.2->indextts==0.1.1) (11.6.1.9)\n",
            "Requirement already satisfied: nvidia-cusparse-cu12==12.3.1.170 in /usr/local/lib/python3.11/dist-packages (from torch>=2.1.2->indextts==0.1.1) (12.3.1.170)\n",
            "Requirement already satisfied: nvidia-cusparselt-cu12==0.6.2 in /usr/local/lib/python3.11/dist-packages (from torch>=2.1.2->indextts==0.1.1) (0.6.2)\n",
            "Requirement already satisfied: nvidia-nccl-cu12==2.21.5 in /usr/local/lib/python3.11/dist-packages (from torch>=2.1.2->indextts==0.1.1) (2.21.5)\n",
            "Requirement already satisfied: nvidia-nvtx-cu12==12.4.127 in /usr/local/lib/python3.11/dist-packages (from torch>=2.1.2->indextts==0.1.1) (12.4.127)\n",
            "Requirement already satisfied: nvidia-nvjitlink-cu12==12.4.127 in /usr/local/lib/python3.11/dist-packages (from torch>=2.1.2->indextts==0.1.1) (12.4.127)\n",
            "Requirement already satisfied: triton==3.2.0 in /usr/local/lib/python3.11/dist-packages (from torch>=2.1.2->indextts==0.1.1) (3.2.0)\n",
            "Requirement already satisfied: sympy==1.13.1 in /usr/local/lib/python3.11/dist-packages (from torch>=2.1.2->indextts==0.1.1) (1.13.1)\n",
            "Requirement already satisfied: mpmath<1.4,>=1.1.0 in /usr/local/lib/python3.11/dist-packages (from sympy==1.13.1->torch>=2.1.2->indextts==0.1.1) (1.3.0)\n",
            "Requirement already satisfied: psutil in /usr/local/lib/python3.11/dist-packages (from accelerate->indextts==0.1.1) (5.9.5)\n",
            "Requirement already satisfied: aiofiles<24.0,>=22.0 in /usr/local/lib/python3.11/dist-packages (from gradio->indextts==0.1.1) (23.2.1)\n",
            "Requirement already satisfied: altair<6.0,>=4.2.0 in /usr/local/lib/python3.11/dist-packages (from gradio->indextts==0.1.1) (5.5.0)\n",
            "Requirement already satisfied: fastapi in /usr/local/lib/python3.11/dist-packages (from gradio->indextts==0.1.1) (0.115.12)\n",
            "Requirement already satisfied: ffmpy in /usr/local/lib/python3.11/dist-packages (from gradio->indextts==0.1.1) (0.5.0)\n",
            "Requirement already satisfied: gradio-client==0.6.1 in /usr/local/lib/python3.11/dist-packages (from gradio->indextts==0.1.1) (0.6.1)\n",
            "Requirement already satisfied: httpx in /usr/local/lib/python3.11/dist-packages (from gradio->indextts==0.1.1) (0.28.1)\n",
            "Requirement already satisfied: importlib-resources<7.0,>=1.3 in /usr/local/lib/python3.11/dist-packages (from gradio->indextts==0.1.1) (6.5.2)\n",
            "Requirement already satisfied: markupsafe~=2.0 in /usr/local/lib/python3.11/dist-packages (from gradio->indextts==0.1.1) (2.1.5)\n",
            "Requirement already satisfied: orjson~=3.0 in /usr/local/lib/python3.11/dist-packages (from gradio->indextts==0.1.1) (3.10.18)\n",
            "Requirement already satisfied: pandas<3.0,>=1.0 in /usr/local/lib/python3.11/dist-packages (from gradio->indextts==0.1.1) (2.1.3)\n",
            "Requirement already satisfied: pydantic!=1.8,!=1.8.1,!=2.0.0,!=2.0.1,<3.0.0,>=1.7.4 in /usr/local/lib/python3.11/dist-packages (from gradio->indextts==0.1.1) (2.11.4)\n",
            "Requirement already satisfied: pydub in /usr/local/lib/python3.11/dist-packages (from gradio->indextts==0.1.1) (0.25.1)\n",
            "Requirement already satisfied: python-multipart in /usr/local/lib/python3.11/dist-packages (from gradio->indextts==0.1.1) (0.0.20)\n",
            "Requirement already satisfied: semantic-version~=2.0 in /usr/local/lib/python3.11/dist-packages (from gradio->indextts==0.1.1) (2.10.0)\n",
            "Requirement already satisfied: uvicorn>=0.14.0 in /usr/local/lib/python3.11/dist-packages (from gradio->indextts==0.1.1) (0.34.2)\n",
            "Requirement already satisfied: websockets<12.0,>=10.0 in /usr/local/lib/python3.11/dist-packages (from gradio->indextts==0.1.1) (11.0.3)\n",
            "Requirement already satisfied: audioread>=2.1.5 in /usr/local/lib/python3.11/dist-packages (from librosa->indextts==0.1.1) (3.0.1)\n",
            "Requirement already satisfied: scipy>=1.2.0 in /usr/local/lib/python3.11/dist-packages (from librosa->indextts==0.1.1) (1.11.4)\n",
            "Requirement already satisfied: scikit-learn>=0.19.1 in /usr/local/lib/python3.11/dist-packages (from librosa->indextts==0.1.1) (1.6.1)\n",
            "Requirement already satisfied: joblib>=0.14 in /usr/local/lib/python3.11/dist-packages (from librosa->indextts==0.1.1) (1.4.2)\n",
            "Requirement already satisfied: decorator>=4.0.10 in /usr/local/lib/python3.11/dist-packages (from librosa->indextts==0.1.1) (4.4.2)\n",
            "Requirement already satisfied: resampy>=0.2.2 in /usr/local/lib/python3.11/dist-packages (from librosa->indextts==0.1.1) (0.4.3)\n",
            "Requirement already satisfied: numba>=0.45.1 in /usr/local/lib/python3.11/dist-packages (from librosa->indextts==0.1.1) (0.58.1)\n",
            "Requirement already satisfied: soundfile>=0.10.2 in /usr/local/lib/python3.11/dist-packages (from librosa->indextts==0.1.1) (0.13.1)\n",
            "Requirement already satisfied: pooch>=1.0 in /usr/local/lib/python3.11/dist-packages (from librosa->indextts==0.1.1) (1.8.2)\n",
            "Requirement already satisfied: antlr4-python3-runtime==4.9.* in /usr/local/lib/python3.11/dist-packages (from omegaconf->indextts==0.1.1) (4.9.3)\n",
            "Requirement already satisfied: pynini==2.1.6 in /usr/local/lib/python3.11/dist-packages (from WeTextProcessing->indextts==0.1.1) (2.1.6)\n",
            "Requirement already satisfied: jsonschema>=3.0 in /usr/local/lib/python3.11/dist-packages (from altair<6.0,>=4.2.0->gradio->indextts==0.1.1) (4.23.0)\n",
            "Requirement already satisfied: narwhals>=1.14.2 in /usr/local/lib/python3.11/dist-packages (from altair<6.0,>=4.2.0->gradio->indextts==0.1.1) (1.37.1)\n",
            "Requirement already satisfied: hf-xet<2.0.0,>=1.1.0 in /usr/local/lib/python3.11/dist-packages (from huggingface_hub<1.0,>=0.16.4->tokenizers==0.15.0->indextts==0.1.1) (1.1.0)\n",
            "Requirement already satisfied: llvmlite<0.42,>=0.41.0dev0 in /usr/local/lib/python3.11/dist-packages (from numba>=0.45.1->librosa->indextts==0.1.1) (0.41.1)\n",
            "Requirement already satisfied: pytz>=2020.1 in /usr/local/lib/python3.11/dist-packages (from pandas<3.0,>=1.0->gradio->indextts==0.1.1) (2025.2)\n",
            "Requirement already satisfied: tzdata>=2022.1 in /usr/local/lib/python3.11/dist-packages (from pandas<3.0,>=1.0->gradio->indextts==0.1.1) (2025.2)\n",
            "Requirement already satisfied: platformdirs>=2.5.0 in /usr/local/lib/python3.11/dist-packages (from pooch>=1.0->librosa->indextts==0.1.1) (4.3.7)\n",
            "Requirement already satisfied: annotated-types>=0.6.0 in /usr/local/lib/python3.11/dist-packages (from pydantic!=1.8,!=1.8.1,!=2.0.0,!=2.0.1,<3.0.0,>=1.7.4->gradio->indextts==0.1.1) (0.7.0)\n",
            "Requirement already satisfied: pydantic-core==2.33.2 in /usr/local/lib/python3.11/dist-packages (from pydantic!=1.8,!=1.8.1,!=2.0.0,!=2.0.1,<3.0.0,>=1.7.4->gradio->indextts==0.1.1) (2.33.2)\n",
            "Requirement already satisfied: typing-inspection>=0.4.0 in /usr/local/lib/python3.11/dist-packages (from pydantic!=1.8,!=1.8.1,!=2.0.0,!=2.0.1,<3.0.0,>=1.7.4->gradio->indextts==0.1.1) (0.4.0)\n",
            "Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.11/dist-packages (from python-dateutil>=2.7->matplotlib==3.8.2->indextts==0.1.1) (1.17.0)\n",
            "Requirement already satisfied: charset-normalizer<4,>=2 in /usr/local/lib/python3.11/dist-packages (from requests->transformers==4.36.2->indextts==0.1.1) (3.4.1)\n",
            "Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.11/dist-packages (from requests->transformers==4.36.2->indextts==0.1.1) (3.10)\n",
            "Requirement already satisfied: urllib3<3,>=1.21.1 in /usr/local/lib/python3.11/dist-packages (from requests->transformers==4.36.2->indextts==0.1.1) (2.4.0)\n",
            "Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.11/dist-packages (from requests->transformers==4.36.2->indextts==0.1.1) (2025.4.26)\n",
            "Requirement already satisfied: threadpoolctl>=3.1.0 in /usr/local/lib/python3.11/dist-packages (from scikit-learn>=0.19.1->librosa->indextts==0.1.1) (3.6.0)\n",
            "Requirement already satisfied: cffi>=1.0 in /usr/local/lib/python3.11/dist-packages (from soundfile>=0.10.2->librosa->indextts==0.1.1) (1.17.1)\n",
            "Requirement already satisfied: click>=7.0 in /usr/local/lib/python3.11/dist-packages (from uvicorn>=0.14.0->gradio->indextts==0.1.1) (8.1.8)\n",
            "Requirement already satisfied: h11>=0.8 in /usr/local/lib/python3.11/dist-packages (from uvicorn>=0.14.0->gradio->indextts==0.1.1) (0.16.0)\n",
            "Requirement already satisfied: starlette<0.47.0,>=0.40.0 in /usr/local/lib/python3.11/dist-packages (from fastapi->gradio->indextts==0.1.1) (0.46.2)\n",
            "Requirement already satisfied: anyio in /usr/local/lib/python3.11/dist-packages (from httpx->gradio->indextts==0.1.1) (4.9.0)\n",
            "Requirement already satisfied: httpcore==1.* in /usr/local/lib/python3.11/dist-packages (from httpx->gradio->indextts==0.1.1) (1.0.9)\n",
            "Requirement already satisfied: pycparser in /usr/local/lib/python3.11/dist-packages (from cffi>=1.0->soundfile>=0.10.2->librosa->indextts==0.1.1) (2.22)\n",
            "Requirement already satisfied: attrs>=22.2.0 in /usr/local/lib/python3.11/dist-packages (from jsonschema>=3.0->altair<6.0,>=4.2.0->gradio->indextts==0.1.1) (25.3.0)\n",
            "Requirement already satisfied: jsonschema-specifications>=2023.03.6 in /usr/local/lib/python3.11/dist-packages (from jsonschema>=3.0->altair<6.0,>=4.2.0->gradio->indextts==0.1.1) (2025.4.1)\n",
            "Requirement already satisfied: referencing>=0.28.4 in /usr/local/lib/python3.11/dist-packages (from jsonschema>=3.0->altair<6.0,>=4.2.0->gradio->indextts==0.1.1) (0.36.2)\n",
            "Requirement already satisfied: rpds-py>=0.7.1 in /usr/local/lib/python3.11/dist-packages (from jsonschema>=3.0->altair<6.0,>=4.2.0->gradio->indextts==0.1.1) (0.24.0)\n",
            "Requirement already satisfied: sniffio>=1.1 in /usr/local/lib/python3.11/dist-packages (from anyio->httpx->gradio->indextts==0.1.1) (1.3.1)\n",
            "Installing collected packages: indextts\n",
            "  Running setup.py develop for indextts\n",
            "Successfully installed indextts-0.1.1\n",
            "The cache for model files in Transformers v4.22.0 has been updated. Migrating your old cache. This is a one-time only operation. You can interrupt this and resume the migration later on by calling `transformers.utils.move_cache()`.\n",
            "0it [00:00, ?it/s]\n",
            ">> GPT weights restored from: checkpoints/gpt.pth\n",
            ">> DeepSpeed加载失败，回退到标准推理: No module named 'deepspeed'\n",
            ">> Failed to load custom CUDA kernel for BigVGAN. Falling back to torch.\n",
            "Removing weight norm...\n",
            ">> bigvgan weights restored from: checkpoints/bigvgan_generator.pth\n",
            "2025-05-07 20:15:13,248 WETEXT INFO found existing fst: /usr/local/lib/python3.11/dist-packages/tn/zh_tn_tagger.fst\n",
            "2025-05-07 20:15:13,248 WETEXT INFO                     /usr/local/lib/python3.11/dist-packages/tn/zh_tn_verbalizer.fst\n",
            "2025-05-07 20:15:13,248 WETEXT INFO skip building fst for zh_normalizer ...\n",
            "2025-05-07 20:15:13,999 WETEXT INFO found existing fst: /usr/local/lib/python3.11/dist-packages/tn/en_tn_tagger.fst\n",
            "2025-05-07 20:15:13,999 WETEXT INFO                     /usr/local/lib/python3.11/dist-packages/tn/en_tn_verbalizer.fst\n",
            "2025-05-07 20:15:13,999 WETEXT INFO skip building fst for en_normalizer ...\n",
            ">> TextNormalizer loaded\n",
            "2025-05-07 20:15:15,023 WETEXT INFO found existing fst: /usr/local/lib/python3.11/dist-packages/tn/zh_tn_tagger.fst\n",
            "2025-05-07 20:15:15,023 WETEXT INFO found existing fst: /usr/local/lib/python3.11/dist-packages/tn/zh_tn_tagger.fst\n",
            "2025-05-07 20:15:15,023 WETEXT INFO                     /usr/local/lib/python3.11/dist-packages/tn/zh_tn_verbalizer.fst\n",
            "2025-05-07 20:15:15,023 WETEXT INFO                     /usr/local/lib/python3.11/dist-packages/tn/zh_tn_verbalizer.fst\n",
            "2025-05-07 20:15:15,023 WETEXT INFO skip building fst for zh_normalizer ...\n",
            "2025-05-07 20:15:15,023 WETEXT INFO skip building fst for zh_normalizer ...\n",
            "2025-05-07 20:15:15,794 WETEXT INFO found existing fst: /usr/local/lib/python3.11/dist-packages/tn/en_tn_tagger.fst\n",
            "2025-05-07 20:15:15,794 WETEXT INFO found existing fst: /usr/local/lib/python3.11/dist-packages/tn/en_tn_tagger.fst\n",
            "2025-05-07 20:15:15,794 WETEXT INFO                     /usr/local/lib/python3.11/dist-packages/tn/en_tn_verbalizer.fst\n",
            "2025-05-07 20:15:15,794 WETEXT INFO                     /usr/local/lib/python3.11/dist-packages/tn/en_tn_verbalizer.fst\n",
            "2025-05-07 20:15:15,794 WETEXT INFO skip building fst for en_normalizer ...\n",
            "2025-05-07 20:15:15,794 WETEXT INFO skip building fst for en_normalizer ...\n",
            ">> bpe model loaded from: checkpoints/bpe.model\n",
            "Running on local URL:  http://127.0.0.1:7860\n",
            "\n",
            "To create a public link, set `share=True` in `launch()`.\n",
            "IMPORTANT: You are using gradio version 3.48.0, however version 4.44.1 is available, please upgrade.\n",
            "--------\n",
            "Keyboard interruption in main thread... closing server.\n",
            "Traceback (most recent call last):\n",
            "  File \"/usr/local/lib/python3.11/dist-packages/gradio/blocks.py\", line 2361, in block_thread\n",
            "    time.sleep(0.1)\n",
            "KeyboardInterrupt\n",
            "\n",
            "During handling of the above exception, another exception occurred:\n",
            "\n",
            "Traceback (most recent call last):\n",
            "  File \"/content/index-tts/webui.py\", line 81, in <module>\n",
            "    demo.launch(server_name=\"127.0.0.1\")\n",
            "  File \"/usr/local/lib/python3.11/dist-packages/gradio/blocks.py\", line 2266, in launch\n",
            "    self.block_thread()\n",
            "  File \"/usr/local/lib/python3.11/dist-packages/gradio/blocks.py\", line 2365, in block_thread\n",
            "    self.server.close()\n",
            "  File \"/usr/local/lib/python3.11/dist-packages/gradio/networking.py\", line 70, in close\n",
            "    def close(self):\n",
            "\n",
            "KeyboardInterrupt\n",
            "^C\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!pip install deepspeed"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "2kpSUSrzack-",
        "outputId": "ba3c794b-b86f-4491-fb63-e1ab60472f8d"
      },
      "execution_count": 5,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Collecting deepspeed\n",
            "  Downloading deepspeed-0.16.7.tar.gz (1.5 MB)\n",
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            "\u001b[?25hBuilding wheels for collected packages: deepspeed\n",
            "  Building wheel for deepspeed (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for deepspeed: filename=deepspeed-0.16.7-py3-none-any.whl size=1642799 sha256=b30d38ed0f034b30dd1ccb37d45f708d64ea8613889db34d803e9de62c569981\n",
            "  Stored in directory: /root/.cache/pip/wheels/42/e7/1a/2106f7197cc13e09c68f1b4f55f7e5117a985e726378968970\n",
            "Successfully built deepspeed\n",
            "Installing collected packages: hjson, ninja, deepspeed\n",
            "Successfully installed deepspeed-0.16.7 hjson-3.1.0 ninja-1.11.1.4\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!pip install --upgrade gradio"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "17lnKOR8a0qb",
        "outputId": "40b9276b-932d-4ee0-e4ef-32f94d24c9f8"
      },
      "execution_count": 6,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Requirement already satisfied: gradio in /usr/local/lib/python3.11/dist-packages (3.48.0)\n",
            "Collecting gradio\n",
            "  Using cached gradio-5.29.0-py3-none-any.whl.metadata (16 kB)\n",
            "Requirement already satisfied: aiofiles<25.0,>=22.0 in /usr/local/lib/python3.11/dist-packages (from gradio) (23.2.1)\n",
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            "Collecting gradio-client==1.10.0 (from gradio)\n",
            "  Using cached gradio_client-1.10.0-py3-none-any.whl.metadata (7.1 kB)\n",
            "Requirement already satisfied: groovy~=0.1 in /usr/local/lib/python3.11/dist-packages (from gradio) (0.1.2)\n",
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            "Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.11/dist-packages (from python-dateutil>=2.8.2->pandas<3.0,>=1.0->gradio) (1.17.0)\n",
            "Requirement already satisfied: markdown-it-py>=2.2.0 in /usr/local/lib/python3.11/dist-packages (from rich>=10.11.0->typer<1.0,>=0.12->gradio) (3.0.0)\n",
            "Requirement already satisfied: pygments<3.0.0,>=2.13.0 in /usr/local/lib/python3.11/dist-packages (from rich>=10.11.0->typer<1.0,>=0.12->gradio) (2.19.1)\n",
            "Requirement already satisfied: charset-normalizer<4,>=2 in /usr/local/lib/python3.11/dist-packages (from requests->huggingface-hub>=0.28.1->gradio) (3.4.1)\n",
            "Requirement already satisfied: urllib3<3,>=1.21.1 in /usr/local/lib/python3.11/dist-packages (from requests->huggingface-hub>=0.28.1->gradio) (2.4.0)\n",
            "Requirement already satisfied: mdurl~=0.1 in /usr/local/lib/python3.11/dist-packages (from markdown-it-py>=2.2.0->rich>=10.11.0->typer<1.0,>=0.12->gradio) (0.1.2)\n",
            "Using cached gradio-5.29.0-py3-none-any.whl (54.1 MB)\n",
            "Using cached gradio_client-1.10.0-py3-none-any.whl (322 kB)\n",
            "Installing collected packages: gradio-client, gradio\n",
            "  Attempting uninstall: gradio-client\n",
            "    Found existing installation: gradio_client 0.6.1\n",
            "    Uninstalling gradio_client-0.6.1:\n",
            "      Successfully uninstalled gradio_client-0.6.1\n",
            "  Attempting uninstall: gradio\n",
            "    Found existing installation: gradio 3.48.0\n",
            "    Uninstalling gradio-3.48.0:\n",
            "      Successfully uninstalled gradio-3.48.0\n",
            "Successfully installed gradio-5.29.0 gradio-client-1.10.0\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!pip install torch torchvision torchaudio"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "m_v3k3ILbD4h",
        "outputId": "c3ee0008-3b72-4554-f9bd-8e980ff47c05"
      },
      "execution_count": 7,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Requirement already satisfied: torch in /usr/local/lib/python3.11/dist-packages (2.6.0+cu124)\n",
            "Requirement already satisfied: torchvision in /usr/local/lib/python3.11/dist-packages (0.21.0+cu124)\n",
            "Requirement already satisfied: torchaudio in /usr/local/lib/python3.11/dist-packages (2.6.0+cu124)\n",
            "Requirement already satisfied: filelock in /usr/local/lib/python3.11/dist-packages (from torch) (3.18.0)\n",
            "Requirement already satisfied: typing-extensions>=4.10.0 in /usr/local/lib/python3.11/dist-packages (from torch) (4.13.2)\n",
            "Requirement already satisfied: networkx in /usr/local/lib/python3.11/dist-packages (from torch) (3.4.2)\n",
            "Requirement already satisfied: jinja2 in /usr/local/lib/python3.11/dist-packages (from torch) (3.1.6)\n",
            "Requirement already satisfied: fsspec in /usr/local/lib/python3.11/dist-packages (from torch) (2025.3.2)\n",
            "Requirement already satisfied: nvidia-cuda-nvrtc-cu12==12.4.127 in /usr/local/lib/python3.11/dist-packages (from torch) (12.4.127)\n",
            "Requirement already satisfied: nvidia-cuda-runtime-cu12==12.4.127 in /usr/local/lib/python3.11/dist-packages (from torch) (12.4.127)\n",
            "Requirement already satisfied: nvidia-cuda-cupti-cu12==12.4.127 in /usr/local/lib/python3.11/dist-packages (from torch) (12.4.127)\n",
            "Requirement already satisfied: nvidia-cudnn-cu12==9.1.0.70 in /usr/local/lib/python3.11/dist-packages (from torch) (9.1.0.70)\n",
            "Requirement already satisfied: nvidia-cublas-cu12==12.4.5.8 in /usr/local/lib/python3.11/dist-packages (from torch) (12.4.5.8)\n",
            "Requirement already satisfied: nvidia-cufft-cu12==11.2.1.3 in /usr/local/lib/python3.11/dist-packages (from torch) (11.2.1.3)\n",
            "Requirement already satisfied: nvidia-curand-cu12==10.3.5.147 in /usr/local/lib/python3.11/dist-packages (from torch) (10.3.5.147)\n",
            "Requirement already satisfied: nvidia-cusolver-cu12==11.6.1.9 in /usr/local/lib/python3.11/dist-packages (from torch) (11.6.1.9)\n",
            "Requirement already satisfied: nvidia-cusparse-cu12==12.3.1.170 in /usr/local/lib/python3.11/dist-packages (from torch) (12.3.1.170)\n",
            "Requirement already satisfied: nvidia-cusparselt-cu12==0.6.2 in /usr/local/lib/python3.11/dist-packages (from torch) (0.6.2)\n",
            "Requirement already satisfied: nvidia-nccl-cu12==2.21.5 in /usr/local/lib/python3.11/dist-packages (from torch) (2.21.5)\n",
            "Requirement already satisfied: nvidia-nvtx-cu12==12.4.127 in /usr/local/lib/python3.11/dist-packages (from torch) (12.4.127)\n",
            "Requirement already satisfied: nvidia-nvjitlink-cu12==12.4.127 in /usr/local/lib/python3.11/dist-packages (from torch) (12.4.127)\n",
            "Requirement already satisfied: triton==3.2.0 in /usr/local/lib/python3.11/dist-packages (from torch) (3.2.0)\n",
            "Requirement already satisfied: sympy==1.13.1 in /usr/local/lib/python3.11/dist-packages (from torch) (1.13.1)\n",
            "Requirement already satisfied: mpmath<1.4,>=1.1.0 in /usr/local/lib/python3.11/dist-packages (from sympy==1.13.1->torch) (1.3.0)\n",
            "Requirement already satisfied: numpy in /usr/local/lib/python3.11/dist-packages (from torchvision) (1.26.2)\n",
            "Requirement already satisfied: pillow!=8.3.*,>=5.3.0 in /usr/local/lib/python3.11/dist-packages (from torchvision) (10.4.0)\n",
            "Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.11/dist-packages (from jinja2->torch) (2.1.5)\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!python webui.py"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "qmwUZcwzYveC",
        "outputId": "066fc3e2-bcf6-4645-de5c-3bc32fe36d49"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            ">> GPT weights restored from: checkpoints/gpt.pth\n",
            "[2025-05-07 20:35:52,155] [INFO] [real_accelerator.py:239:get_accelerator] Setting ds_accelerator to cuda (auto detect)\n",
            "[2025-05-07 20:35:54,341] [INFO] [logging.py:107:log_dist] [Rank -1] DeepSpeed info: version=0.16.7, git-hash=unknown, git-branch=unknown\n",
            "[2025-05-07 20:35:54,342] [WARNING] [config_utils.py:70:_process_deprecated_field] Config parameter mp_size is deprecated use tensor_parallel.tp_size instead\n",
            "[2025-05-07 20:35:54,343] [INFO] [logging.py:107:log_dist] [Rank -1] quantize_bits = 8 mlp_extra_grouping = False, quantize_groups = 1\n",
            "Detected CUDA files, patching ldflags\n",
            "Emitting ninja build file /content/index-tts/indextts/BigVGAN/alias_free_activation/cuda/build/build.ninja...\n",
            "Building extension module anti_alias_activation_cuda...\n",
            "Allowing ninja to set a default number of workers... (overridable by setting the environment variable MAX_JOBS=N)\n",
            "ninja: no work to do.\n",
            "Loading extension module anti_alias_activation_cuda...\n",
            ">> Preload custom CUDA kernel for BigVGAN <module 'anti_alias_activation_cuda' from '/content/index-tts/indextts/BigVGAN/alias_free_activation/cuda/build/anti_alias_activation_cuda.so'>\n",
            "No modifications detected for re-loaded extension module anti_alias_activation_cuda, skipping build step...\n",
            "Loading extension module anti_alias_activation_cuda...\n",
            "Removing weight norm...\n",
            ">> bigvgan weights restored from: checkpoints/bigvgan_generator.pth\n",
            "2025-05-07 20:36:00,534 WETEXT INFO found existing fst: /usr/local/lib/python3.11/dist-packages/tn/zh_tn_tagger.fst\n",
            "2025-05-07 20:36:00,534 WETEXT INFO                     /usr/local/lib/python3.11/dist-packages/tn/zh_tn_verbalizer.fst\n",
            "2025-05-07 20:36:00,534 WETEXT INFO skip building fst for zh_normalizer ...\n",
            "2025-05-07 20:36:01,189 WETEXT INFO found existing fst: /usr/local/lib/python3.11/dist-packages/tn/en_tn_tagger.fst\n",
            "2025-05-07 20:36:01,189 WETEXT INFO                     /usr/local/lib/python3.11/dist-packages/tn/en_tn_verbalizer.fst\n",
            "2025-05-07 20:36:01,189 WETEXT INFO skip building fst for en_normalizer ...\n",
            ">> TextNormalizer loaded\n",
            "2025-05-07 20:36:02,187 WETEXT INFO found existing fst: /usr/local/lib/python3.11/dist-packages/tn/zh_tn_tagger.fst\n",
            "2025-05-07 20:36:02,187 WETEXT INFO found existing fst: /usr/local/lib/python3.11/dist-packages/tn/zh_tn_tagger.fst\n",
            "2025-05-07 20:36:02,187 WETEXT INFO                     /usr/local/lib/python3.11/dist-packages/tn/zh_tn_verbalizer.fst\n",
            "2025-05-07 20:36:02,187 WETEXT INFO                     /usr/local/lib/python3.11/dist-packages/tn/zh_tn_verbalizer.fst\n",
            "2025-05-07 20:36:02,187 WETEXT INFO skip building fst for zh_normalizer ...\n",
            "2025-05-07 20:36:02,187 WETEXT INFO skip building fst for zh_normalizer ...\n",
            "2025-05-07 20:36:02,965 WETEXT INFO found existing fst: /usr/local/lib/python3.11/dist-packages/tn/en_tn_tagger.fst\n",
            "2025-05-07 20:36:02,965 WETEXT INFO found existing fst: /usr/local/lib/python3.11/dist-packages/tn/en_tn_tagger.fst\n",
            "2025-05-07 20:36:02,965 WETEXT INFO                     /usr/local/lib/python3.11/dist-packages/tn/en_tn_verbalizer.fst\n",
            "2025-05-07 20:36:02,965 WETEXT INFO                     /usr/local/lib/python3.11/dist-packages/tn/en_tn_verbalizer.fst\n",
            "2025-05-07 20:36:02,965 WETEXT INFO skip building fst for en_normalizer ...\n",
            "2025-05-07 20:36:02,965 WETEXT INFO skip building fst for en_normalizer ...\n",
            ">> bpe model loaded from: checkpoints/bpe.model\n",
            "* Running on local URL:  http://127.0.0.1:7860\n",
            "* Running on public URL: https://7f1aff62a7d24811a1.gradio.live\n",
            "\n",
            "This share link expires in 1 week. For free permanent hosting and GPU upgrades, run `gradio deploy` from the terminal in the working directory to deploy to Hugging Face Spaces (https://huggingface.co/spaces)\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [],
      "metadata": {
        "id": "SXqpCgnbZ4NN"
      },
      "execution_count": null,
      "outputs": []
    }
  ]
}