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hathibelagal-dev/diatest.ipynb

Last active April 23, 2025 23:25
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{
"nbformat": 4,
"nbformat_minor": 0,
"metadata": {
"colab": {
"provenance": [],
"gpuType": "T4",
"authorship_tag": "ABX9TyP1P6DdP1Z61VZVoHuBry/z",
"include_colab_link": true
},
"kernelspec": {
"name": "python3",
"display_name": "Python 3"
},
"language_info": {
"name": "python"
},
"accelerator": "GPU"
},
"cells": [
{
"cell_type": "markdown",
"metadata": {
"id": "view-in-github",
"colab_type": "text"
},
"source": [
"<a href=\"https://colab.research.google.com/gist/hathibelagal-dev/392ce0a11e34876185c959838d3be9d9/diatest.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"id": "0eo3pO-IDI50",
"outputId": "8c9e6ad7-8fb7-4a11-cd6d-d2879c802c16",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 1000
}
},
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Collecting str2speech\n",
" Downloading str2speech-0.4.3-py3-none-any.whl.metadata (6.3 kB)\n",
"Collecting transformers==4.50.3 (from str2speech)\n",
" Downloading transformers-4.50.3-py3-none-any.whl.metadata (39 kB)\n",
"Requirement already satisfied: torch in /usr/local/lib/python3.11/dist-packages (from str2speech) (2.6.0+cu124)\n",
"Requirement already satisfied: torchvision in /usr/local/lib/python3.11/dist-packages (from str2speech) (0.21.0+cu124)\n",
"Requirement already satisfied: torchaudio in /usr/local/lib/python3.11/dist-packages (from str2speech) (2.6.0+cu124)\n",
"Requirement already satisfied: tokenizers in /usr/local/lib/python3.11/dist-packages (from str2speech) (0.21.1)\n",
"Requirement already satisfied: scipy>=1.13.1 in /usr/local/lib/python3.11/dist-packages (from str2speech) (1.14.1)\n",
"Requirement already satisfied: accelerate in /usr/local/lib/python3.11/dist-packages (from str2speech) (1.5.2)\n",
"Requirement already satisfied: numpy==2.0.2 in /usr/local/lib/python3.11/dist-packages (from str2speech) (2.0.2)\n",
"Collecting kokoro==0.9.4 (from str2speech)\n",
" Downloading kokoro-0.9.4-py3-none-any.whl.metadata (21 kB)\n",
"Requirement already satisfied: soundfile in /usr/local/lib/python3.11/dist-packages (from str2speech) (0.13.1)\n",
"Requirement already satisfied: gitpython in /usr/local/lib/python3.11/dist-packages (from str2speech) (3.1.44)\n",
"Collecting moshi==0.2.4 (from str2speech)\n",
" Downloading moshi-0.2.4.tar.gz (148 kB)\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m148.8/148.8 kB\u001b[0m \u001b[31m14.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[?25h Installing build dependencies ... \u001b[?25l\u001b[?25hdone\n",
" Getting requirements to build wheel ... \u001b[?25l\u001b[?25hdone\n",
" Preparing metadata (pyproject.toml) ... \u001b[?25l\u001b[?25hdone\n",
"Collecting torchtune (from str2speech)\n",
" Downloading torchtune-0.6.1-py3-none-any.whl.metadata (24 kB)\n",
"Collecting torchao (from str2speech)\n",
" Downloading torchao-0.10.0-cp39-abi3-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl.metadata (15 kB)\n",
"Collecting huggingface_hub==0.28.1 (from str2speech)\n",
" Downloading huggingface_hub-0.28.1-py3-none-any.whl.metadata (13 kB)\n",
"Requirement already satisfied: soxr==0.5.0.post1 in /usr/local/lib/python3.11/dist-packages (from str2speech) (0.5.0.post1)\n",
"Requirement already satisfied: einops==0.8.1 in /usr/local/lib/python3.11/dist-packages (from str2speech) (0.8.1)\n",
"Collecting einx==0.3.0 (from str2speech)\n",
" Downloading einx-0.3.0-py3-none-any.whl.metadata (6.9 kB)\n",
"Requirement already satisfied: requests in /usr/local/lib/python3.11/dist-packages (from str2speech) (2.32.3)\n",
"Collecting snac>=1.2.1 (from str2speech)\n",
" Downloading snac-1.2.1-py3-none-any.whl.metadata (3.5 kB)\n",
"Collecting attrdict (from str2speech)\n",
" Downloading attrdict-2.0.1-py2.py3-none-any.whl.metadata (6.7 kB)\n",
"Collecting librosa==0.10.2.post1 (from str2speech)\n",
" Downloading librosa-0.10.2.post1-py3-none-any.whl.metadata (8.6 kB)\n",
"Collecting pydub==0.25.1 (from str2speech)\n",
" Downloading pydub-0.25.1-py2.py3-none-any.whl.metadata (1.4 kB)\n",
"Collecting pyloudnorm==0.1.1 (from str2speech)\n",
" Downloading pyloudnorm-0.1.1-py3-none-any.whl.metadata (5.6 kB)\n",
"Collecting x-transformers==2.1.37 (from str2speech)\n",
" Downloading x_transformers-2.1.37-py3-none-any.whl.metadata (88 kB)\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m88.2/88.2 kB\u001b[0m \u001b[31m5.8 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[?25hCollecting openai-whisper==20240930 (from str2speech)\n",
" Downloading openai-whisper-20240930.tar.gz (800 kB)\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m800.5/800.5 kB\u001b[0m \u001b[31m32.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[?25h Installing build dependencies ... \u001b[?25l\u001b[?25hdone\n",
" Getting requirements to build wheel ... \u001b[?25l\u001b[?25hdone\n",
" Preparing metadata (pyproject.toml) ... \u001b[?25l\u001b[?25hdone\n",
"Requirement already satisfied: inflect==7.5.0 in /usr/local/lib/python3.11/dist-packages (from str2speech) (7.5.0)\n",
"Collecting argbind (from str2speech)\n",
" Downloading argbind-0.3.9.tar.gz (17 kB)\n",
" Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
"Requirement already satisfied: sympy in /usr/local/lib/python3.11/dist-packages (from einx==0.3.0->str2speech) (1.13.1)\n",
"Requirement already satisfied: frozendict in /usr/local/lib/python3.11/dist-packages (from einx==0.3.0->str2speech) (2.4.6)\n",
"Requirement already satisfied: filelock in /usr/local/lib/python3.11/dist-packages (from huggingface_hub==0.28.1->str2speech) (3.18.0)\n",
"Requirement already satisfied: fsspec>=2023.5.0 in /usr/local/lib/python3.11/dist-packages (from huggingface_hub==0.28.1->str2speech) (2025.3.2)\n",
"Requirement already satisfied: packaging>=20.9 in /usr/local/lib/python3.11/dist-packages (from huggingface_hub==0.28.1->str2speech) (24.2)\n",
"Requirement already satisfied: pyyaml>=5.1 in /usr/local/lib/python3.11/dist-packages (from huggingface_hub==0.28.1->str2speech) (6.0.2)\n",
"Requirement already satisfied: tqdm>=4.42.1 in /usr/local/lib/python3.11/dist-packages (from huggingface_hub==0.28.1->str2speech) (4.67.1)\n",
"Requirement already satisfied: typing-extensions>=3.7.4.3 in /usr/local/lib/python3.11/dist-packages (from huggingface_hub==0.28.1->str2speech) (4.13.2)\n",
"Requirement already satisfied: more_itertools>=8.5.0 in /usr/local/lib/python3.11/dist-packages (from inflect==7.5.0->str2speech) (10.6.0)\n",
"Requirement already satisfied: typeguard>=4.0.1 in /usr/local/lib/python3.11/dist-packages (from inflect==7.5.0->str2speech) (4.4.2)\n",
"Collecting loguru (from kokoro==0.9.4->str2speech)\n",
" Downloading loguru-0.7.3-py3-none-any.whl.metadata (22 kB)\n",
"Collecting misaki>=0.9.4 (from misaki[en]>=0.9.4->kokoro==0.9.4->str2speech)\n",
" Downloading misaki-0.9.4-py3-none-any.whl.metadata (19 kB)\n",
"Requirement already satisfied: audioread>=2.1.9 in /usr/local/lib/python3.11/dist-packages (from librosa==0.10.2.post1->str2speech) (3.0.1)\n",
"Requirement already satisfied: scikit-learn>=0.20.0 in /usr/local/lib/python3.11/dist-packages (from librosa==0.10.2.post1->str2speech) (1.6.1)\n",
"Requirement already satisfied: joblib>=0.14 in /usr/local/lib/python3.11/dist-packages (from librosa==0.10.2.post1->str2speech) (1.4.2)\n",
"Requirement already satisfied: decorator>=4.3.0 in /usr/local/lib/python3.11/dist-packages (from librosa==0.10.2.post1->str2speech) (4.4.2)\n",
"Requirement already satisfied: numba>=0.51.0 in /usr/local/lib/python3.11/dist-packages (from librosa==0.10.2.post1->str2speech) (0.60.0)\n",
"Requirement already satisfied: pooch>=1.1 in /usr/local/lib/python3.11/dist-packages (from librosa==0.10.2.post1->str2speech) (1.8.2)\n",
"Requirement already satisfied: lazy-loader>=0.1 in /usr/local/lib/python3.11/dist-packages (from librosa==0.10.2.post1->str2speech) (0.4)\n",
"Requirement already satisfied: msgpack>=1.0 in /usr/local/lib/python3.11/dist-packages (from librosa==0.10.2.post1->str2speech) (1.1.0)\n",
"Requirement already satisfied: safetensors<0.6,>=0.4.0 in /usr/local/lib/python3.11/dist-packages (from moshi==0.2.4->str2speech) (0.5.3)\n",
"Collecting bitsandbytes<0.46,>=0.45 (from moshi==0.2.4->str2speech)\n",
" Downloading bitsandbytes-0.45.5-py3-none-manylinux_2_24_x86_64.whl.metadata (5.0 kB)\n",
"Requirement already satisfied: sentencepiece==0.2 in /usr/local/lib/python3.11/dist-packages (from moshi==0.2.4->str2speech) (0.2.0)\n",
"Collecting sounddevice==0.5 (from moshi==0.2.4->str2speech)\n",
" Downloading sounddevice-0.5.0-py3-none-any.whl.metadata (1.4 kB)\n",
"Collecting sphn>=0.1.4 (from moshi==0.2.4->str2speech)\n",
" Downloading sphn-0.1.12-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (1.2 kB)\n",
"Requirement already satisfied: aiohttp<3.12,>=3.10.5 in /usr/local/lib/python3.11/dist-packages (from moshi==0.2.4->str2speech) (3.11.15)\n",
"Requirement already satisfied: pytest>=8.3.3 in /usr/local/lib/python3.11/dist-packages (from moshi==0.2.4->str2speech) (8.3.5)\n",
"Collecting tiktoken (from openai-whisper==20240930->str2speech)\n",
" Downloading tiktoken-0.9.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (6.7 kB)\n",
"Requirement already satisfied: triton>=2.0.0 in /usr/local/lib/python3.11/dist-packages (from openai-whisper==20240930->str2speech) (3.2.0)\n",
"Requirement already satisfied: future>=0.16.0 in /usr/local/lib/python3.11/dist-packages (from pyloudnorm==0.1.1->str2speech) (1.0.0)\n",
"Requirement already satisfied: regex!=2019.12.17 in /usr/local/lib/python3.11/dist-packages (from transformers==4.50.3->str2speech) (2024.11.6)\n",
"Requirement already satisfied: CFFI>=1.0 in /usr/local/lib/python3.11/dist-packages (from sounddevice==0.5->moshi==0.2.4->str2speech) (1.17.1)\n",
"Requirement already satisfied: networkx in /usr/local/lib/python3.11/dist-packages (from torch->str2speech) (3.4.2)\n",
"Requirement already satisfied: jinja2 in /usr/local/lib/python3.11/dist-packages (from torch->str2speech) (3.1.6)\n",
"Collecting nvidia-cuda-nvrtc-cu12==12.4.127 (from torch->str2speech)\n",
" Downloading nvidia_cuda_nvrtc_cu12-12.4.127-py3-none-manylinux2014_x86_64.whl.metadata (1.5 kB)\n",
"Collecting nvidia-cuda-runtime-cu12==12.4.127 (from torch->str2speech)\n",
" Downloading nvidia_cuda_runtime_cu12-12.4.127-py3-none-manylinux2014_x86_64.whl.metadata (1.5 kB)\n",
"Collecting nvidia-cuda-cupti-cu12==12.4.127 (from torch->str2speech)\n",
" Downloading nvidia_cuda_cupti_cu12-12.4.127-py3-none-manylinux2014_x86_64.whl.metadata (1.6 kB)\n",
"Collecting nvidia-cudnn-cu12==9.1.0.70 (from torch->str2speech)\n",
" Downloading nvidia_cudnn_cu12-9.1.0.70-py3-none-manylinux2014_x86_64.whl.metadata (1.6 kB)\n",
"Collecting nvidia-cublas-cu12==12.4.5.8 (from torch->str2speech)\n",
" Downloading nvidia_cublas_cu12-12.4.5.8-py3-none-manylinux2014_x86_64.whl.metadata (1.5 kB)\n",
"Collecting nvidia-cufft-cu12==11.2.1.3 (from torch->str2speech)\n",
" Downloading nvidia_cufft_cu12-11.2.1.3-py3-none-manylinux2014_x86_64.whl.metadata (1.5 kB)\n",
"Collecting nvidia-curand-cu12==10.3.5.147 (from torch->str2speech)\n",
" Downloading nvidia_curand_cu12-10.3.5.147-py3-none-manylinux2014_x86_64.whl.metadata (1.5 kB)\n",
"Collecting nvidia-cusolver-cu12==11.6.1.9 (from torch->str2speech)\n",
" Downloading nvidia_cusolver_cu12-11.6.1.9-py3-none-manylinux2014_x86_64.whl.metadata (1.6 kB)\n",
"Collecting nvidia-cusparse-cu12==12.3.1.170 (from torch->str2speech)\n",
" Downloading nvidia_cusparse_cu12-12.3.1.170-py3-none-manylinux2014_x86_64.whl.metadata (1.6 kB)\n",
"Requirement already satisfied: nvidia-cusparselt-cu12==0.6.2 in /usr/local/lib/python3.11/dist-packages (from torch->str2speech) (0.6.2)\n",
"Requirement already satisfied: nvidia-nccl-cu12==2.21.5 in /usr/local/lib/python3.11/dist-packages (from torch->str2speech) (2.21.5)\n",
"Requirement already satisfied: nvidia-nvtx-cu12==12.4.127 in /usr/local/lib/python3.11/dist-packages (from torch->str2speech) (12.4.127)\n",
"Collecting nvidia-nvjitlink-cu12==12.4.127 (from torch->str2speech)\n",
" Downloading nvidia_nvjitlink_cu12-12.4.127-py3-none-manylinux2014_x86_64.whl.metadata (1.5 kB)\n",
"Requirement already satisfied: mpmath<1.4,>=1.1.0 in /usr/local/lib/python3.11/dist-packages (from sympy->einx==0.3.0->str2speech) (1.3.0)\n",
"Requirement already satisfied: psutil in /usr/local/lib/python3.11/dist-packages (from accelerate->str2speech) (5.9.5)\n",
"Requirement already satisfied: docstring-parser in /usr/local/lib/python3.11/dist-packages (from argbind->str2speech) (0.16)\n",
"Requirement already satisfied: six in /usr/local/lib/python3.11/dist-packages (from attrdict->str2speech) (1.17.0)\n",
"Requirement already satisfied: gitdb<5,>=4.0.1 in /usr/local/lib/python3.11/dist-packages (from gitpython->str2speech) (4.0.12)\n",
"Requirement already satisfied: charset-normalizer<4,>=2 in /usr/local/lib/python3.11/dist-packages (from requests->str2speech) (3.4.1)\n",
"Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.11/dist-packages (from requests->str2speech) (3.10)\n",
"Requirement already satisfied: urllib3<3,>=1.21.1 in /usr/local/lib/python3.11/dist-packages (from requests->str2speech) (2.3.0)\n",
"Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.11/dist-packages (from requests->str2speech) (2025.1.31)\n",
"Collecting torchdata==0.11.0 (from torchtune->str2speech)\n",
" Downloading torchdata-0.11.0-py3-none-any.whl.metadata (6.3 kB)\n",
"Collecting datasets (from torchtune->str2speech)\n",
" Downloading datasets-3.5.0-py3-none-any.whl.metadata (19 kB)\n",
"Requirement already satisfied: kagglehub in /usr/local/lib/python3.11/dist-packages (from torchtune->str2speech) (0.3.11)\n",
"Collecting blobfile>=2 (from torchtune->str2speech)\n",
" Downloading blobfile-3.0.0-py3-none-any.whl.metadata (15 kB)\n",
"Collecting omegaconf (from torchtune->str2speech)\n",
" Downloading omegaconf-2.3.0-py3-none-any.whl.metadata (3.9 kB)\n",
"Requirement already satisfied: Pillow>=9.4.0 in /usr/local/lib/python3.11/dist-packages (from torchtune->str2speech) (11.1.0)\n",
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"Requirement already satisfied: aiosignal>=1.1.2 in /usr/local/lib/python3.11/dist-packages (from aiohttp<3.12,>=3.10.5->moshi==0.2.4->str2speech) (1.3.2)\n",
"Requirement already satisfied: attrs>=17.3.0 in /usr/local/lib/python3.11/dist-packages (from aiohttp<3.12,>=3.10.5->moshi==0.2.4->str2speech) (25.3.0)\n",
"Requirement already satisfied: frozenlist>=1.1.1 in /usr/local/lib/python3.11/dist-packages (from aiohttp<3.12,>=3.10.5->moshi==0.2.4->str2speech) (1.5.0)\n",
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"Collecting pycryptodomex>=3.8 (from blobfile>=2->torchtune->str2speech)\n",
" Downloading pycryptodomex-3.22.0-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (3.4 kB)\n",
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"Collecting addict (from misaki>=0.9.4->misaki[en]>=0.9.4->kokoro==0.9.4->str2speech)\n",
" Downloading addict-2.4.0-py3-none-any.whl.metadata (1.0 kB)\n",
"Collecting espeakng-loader (from misaki[en]>=0.9.4->kokoro==0.9.4->str2speech)\n",
" Downloading espeakng_loader-0.2.4-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (1.3 kB)\n",
"Collecting num2words (from misaki[en]>=0.9.4->kokoro==0.9.4->str2speech)\n",
" Downloading num2words-0.5.14-py3-none-any.whl.metadata (13 kB)\n",
"Collecting phonemizer-fork (from misaki[en]>=0.9.4->kokoro==0.9.4->str2speech)\n",
" Downloading phonemizer_fork-3.3.2-py3-none-any.whl.metadata (48 kB)\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m48.3/48.3 kB\u001b[0m \u001b[31m5.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[?25hRequirement already satisfied: spacy in /usr/local/lib/python3.11/dist-packages (from misaki[en]>=0.9.4->kokoro==0.9.4->str2speech) (3.8.5)\n",
"Collecting spacy-curated-transformers (from misaki[en]>=0.9.4->kokoro==0.9.4->str2speech)\n",
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" Created wheel for argbind: filename=argbind-0.3.9-py2.py3-none-any.whl size=11730 sha256=abfd39825fe32697413aa7840d20bebed27102f315446867f682b1869a4e2c32\n",
" Stored in directory: /root/.cache/pip/wheels/36/3a/34/e858fa3cf5f8c33a040734efcc17e95cb5cfd99c256a7fcecf\n",
" Building wheel for antlr4-python3-runtime (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
" Created wheel for antlr4-python3-runtime: filename=antlr4_python3_runtime-4.9.3-py3-none-any.whl size=144554 sha256=d5fc3e1d7e7b79e173e2480a4c4f10f42f0771d66ff3c18a3285f4346a54a88d\n",
" Stored in directory: /root/.cache/pip/wheels/1a/97/32/461f837398029ad76911109f07047fde1d7b661a147c7c56d1\n",
" Building wheel for docopt (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
" Created wheel for docopt: filename=docopt-0.6.2-py2.py3-none-any.whl size=13706 sha256=e3b63adb9fc7cd8e181c8c056d62d5254062c1002f3acaca8b925f8d51ac2983\n",
" Stored in directory: /root/.cache/pip/wheels/1a/b0/8c/4b75c4116c31f83c8f9f047231251e13cc74481cca4a78a9ce\n",
"Successfully built moshi openai-whisper argbind antlr4-python3-runtime docopt\n",
"Installing collected packages: torchao, rfc3986, pydub, language-tags, docopt, antlr4-python3-runtime, addict, xxhash, sphn, rdflib, pycryptodomex, omegaconf, nvidia-nvjitlink-cu12, nvidia-curand-cu12, nvidia-cufft-cu12, nvidia-cuda-runtime-cu12, nvidia-cuda-nvrtc-cu12, nvidia-cuda-cupti-cu12, nvidia-cublas-cu12, num2words, misaki, loguru, isodate, hf-transfer, fsspec, espeakng-loader, dlinfo, dill, curated-tokenizers, colorama, attrdict, argbind, tiktoken, sounddevice, pyloudnorm, nvidia-cusparse-cu12, nvidia-cudnn-cu12, multiprocess, huggingface_hub, einx, blobfile, nvidia-cusolver-cu12, librosa, transformers, datasets, csvw, x-transformers, torchdata, snac, segments, openai-whisper, curated-transformers, bitsandbytes, torchtune, spacy-curated-transformers, phonemizer-fork, moshi, kokoro, str2speech\n",
" Attempting uninstall: nvidia-nvjitlink-cu12\n",
" Found existing installation: nvidia-nvjitlink-cu12 12.5.82\n",
" Uninstalling nvidia-nvjitlink-cu12-12.5.82:\n",
" Successfully uninstalled nvidia-nvjitlink-cu12-12.5.82\n",
" Attempting uninstall: nvidia-curand-cu12\n",
" Found existing installation: nvidia-curand-cu12 10.3.6.82\n",
" Uninstalling nvidia-curand-cu12-10.3.6.82:\n",
" Successfully uninstalled nvidia-curand-cu12-10.3.6.82\n",
" Attempting uninstall: nvidia-cufft-cu12\n",
" Found existing installation: nvidia-cufft-cu12 11.2.3.61\n",
" Uninstalling nvidia-cufft-cu12-11.2.3.61:\n",
" Successfully uninstalled nvidia-cufft-cu12-11.2.3.61\n",
" Attempting uninstall: nvidia-cuda-runtime-cu12\n",
" Found existing installation: nvidia-cuda-runtime-cu12 12.5.82\n",
" Uninstalling nvidia-cuda-runtime-cu12-12.5.82:\n",
" Successfully uninstalled nvidia-cuda-runtime-cu12-12.5.82\n",
" Attempting uninstall: nvidia-cuda-nvrtc-cu12\n",
" Found existing installation: nvidia-cuda-nvrtc-cu12 12.5.82\n",
" Uninstalling nvidia-cuda-nvrtc-cu12-12.5.82:\n",
" Successfully uninstalled nvidia-cuda-nvrtc-cu12-12.5.82\n",
" Attempting uninstall: nvidia-cuda-cupti-cu12\n",
" Found existing installation: nvidia-cuda-cupti-cu12 12.5.82\n",
" Uninstalling nvidia-cuda-cupti-cu12-12.5.82:\n",
" Successfully uninstalled nvidia-cuda-cupti-cu12-12.5.82\n",
" Attempting uninstall: nvidia-cublas-cu12\n",
" Found existing installation: nvidia-cublas-cu12 12.5.3.2\n",
" Uninstalling nvidia-cublas-cu12-12.5.3.2:\n",
" Successfully uninstalled nvidia-cublas-cu12-12.5.3.2\n",
" Attempting uninstall: fsspec\n",
" Found existing installation: fsspec 2025.3.2\n",
" Uninstalling fsspec-2025.3.2:\n",
" Successfully uninstalled fsspec-2025.3.2\n",
" Attempting uninstall: nvidia-cusparse-cu12\n",
" Found existing installation: nvidia-cusparse-cu12 12.5.1.3\n",
" Uninstalling nvidia-cusparse-cu12-12.5.1.3:\n",
" Successfully uninstalled nvidia-cusparse-cu12-12.5.1.3\n",
" Attempting uninstall: nvidia-cudnn-cu12\n",
" Found existing installation: nvidia-cudnn-cu12 9.3.0.75\n",
" Uninstalling nvidia-cudnn-cu12-9.3.0.75:\n",
" Successfully uninstalled nvidia-cudnn-cu12-9.3.0.75\n",
" Attempting uninstall: huggingface_hub\n",
" Found existing installation: huggingface-hub 0.30.2\n",
" Uninstalling huggingface-hub-0.30.2:\n",
" Successfully uninstalled huggingface-hub-0.30.2\n",
" Attempting uninstall: nvidia-cusolver-cu12\n",
" Found existing installation: nvidia-cusolver-cu12 11.6.3.83\n",
" Uninstalling nvidia-cusolver-cu12-11.6.3.83:\n",
" Successfully uninstalled nvidia-cusolver-cu12-11.6.3.83\n",
" Attempting uninstall: librosa\n",
" Found existing installation: librosa 0.11.0\n",
" Uninstalling librosa-0.11.0:\n",
" Successfully uninstalled librosa-0.11.0\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",
"\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",
"gcsfs 2025.3.2 requires fsspec==2025.3.2, but you have fsspec 2024.12.0 which is incompatible.\u001b[0m\u001b[31m\n",
"\u001b[0mSuccessfully installed addict-2.4.0 antlr4-python3-runtime-4.9.3 argbind-0.3.9 attrdict-2.0.1 bitsandbytes-0.45.5 blobfile-3.0.0 colorama-0.4.6 csvw-3.5.1 curated-tokenizers-0.0.9 curated-transformers-0.1.1 datasets-3.5.0 dill-0.3.8 dlinfo-2.0.0 docopt-0.6.2 einx-0.3.0 espeakng-loader-0.2.4 fsspec-2024.12.0 hf-transfer-0.1.9 huggingface_hub-0.28.1 isodate-0.7.2 kokoro-0.9.4 language-tags-1.2.0 librosa-0.10.2.post1 loguru-0.7.3 misaki-0.9.4 moshi-0.2.4 multiprocess-0.70.16 num2words-0.5.14 nvidia-cublas-cu12-12.4.5.8 nvidia-cuda-cupti-cu12-12.4.127 nvidia-cuda-nvrtc-cu12-12.4.127 nvidia-cuda-runtime-cu12-12.4.127 nvidia-cudnn-cu12-9.1.0.70 nvidia-cufft-cu12-11.2.1.3 nvidia-curand-cu12-10.3.5.147 nvidia-cusolver-cu12-11.6.1.9 nvidia-cusparse-cu12-12.3.1.170 nvidia-nvjitlink-cu12-12.4.127 omegaconf-2.3.0 openai-whisper-20240930 phonemizer-fork-3.3.2 pycryptodomex-3.22.0 pydub-0.25.1 pyloudnorm-0.1.1 rdflib-7.1.4 rfc3986-1.5.0 segments-2.3.0 snac-1.2.1 sounddevice-0.5.0 spacy-curated-transformers-0.3.0 sphn-0.1.12 str2speech-0.4.3 tiktoken-0.9.0 torchao-0.10.0 torchdata-0.11.0 torchtune-0.6.1 transformers-4.50.3 x-transformers-2.1.37 xxhash-3.5.0\n"
]
},
{
"output_type": "display_data",
"data": {
"application/vnd.colab-display-data+json": {
"pip_warning": {
"packages": [
"pydevd_plugins"
]
},
"id": "c2ff769005c345748aa9fceb4d58cda1"
}
},
"metadata": {}
}
],
"source": [
"!pip3 install str2speech"
]
},
{
"cell_type": "code",
"source": [
"!str2speech -l"
],
"metadata": {
"id": "QLmroXmBDNGC",
"outputId": "dfc28f76-1f55-4e89-9511-ad0a271823fc",
"colab": {
"base_uri": "https://localhost:8080/"
}
},
"execution_count": 2,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Now running str2speech 0.4.3\n",
"Available TTS models:\n",
"0. suno/bark-small\n",
"1. suno/bark\n",
"2. megatts3\n",
"3. facebook/mms-tts-eng\n",
"4. facebook/mms-tts-deu\n",
"5. facebook/mms-tts-fra\n",
"6. facebook/mms-tts-spa\n",
"7. facebook/mms-tts-swe\n",
"8. kokoro\n",
"9. sesame/csm-1b\n",
"10. zyphra/zonos-v0.1-transformer\n",
"11. sparkaudio/spark-tts-0.5b\n",
"12. microsoft/speecht5_tts\n",
"13. nari-labs/dia-1.6b\n"
]
}
]
},
{
"cell_type": "code",
"source": [
"dia_test = \"\"\"[S1] So, what's happening here?\n",
"[S2] My cat just swallowed an egg. An entire boiled egg!\n",
"[S1] Wow, must have been really hungry.\n",
"[S2] Are you kidding me. He's always hungry, no matter how much I feed him.\n",
"[S1] Do you feed him boiled eggs?\n",
"[S2] No, just cat food.\n",
"[S1] Well, there you go. Looks like it got bored of it.\n",
"\"\"\"\n",
"\n",
"with open(\"dia_test.txt\", \"w\") as f:\n",
" f.write(dia_test)"
],
"metadata": {
"id": "dzdaxJTvDQti"
},
"execution_count": 6,
"outputs": []
},
{
"cell_type": "code",
"source": [
"!str2speech -f dia_test.txt --model \"nari-labs/dia-1.6b\" --output dia.wav"
],
"metadata": {
"id": "FjV2SXiHDTzd",
"outputId": "24c911ba-e8a1-4594-f080-e0bb9a3c356f",
"colab": {
"base_uri": "https://localhost:8080/"
}
},
"execution_count": 7,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Now running str2speech 0.4.3\n",
"Model provided: nari-labs/dia-1.6b\n",
"WARNING: All log messages before absl::InitializeLog() is called are written to STDERR\n",
"E0000 00:00:1745450413.922681 2817 cuda_dnn.cc:8310] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered\n",
"E0000 00:00:1745450413.931012 2817 cuda_blas.cc:1418] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered\n",
"Audiotools found\n",
"Codec found\n",
"Using default voices.\n",
"Audio saved.\n",
"Generated speech in 81.64 seconds.\n"
]
}
]
},
{
"cell_type": "code",
"source": [
"from IPython.display import Audio, display\n",
"display(Audio(\"dia.wav\"))"
],
"metadata": {
"id": "2MhgIrJADWjO",
"outputId": "da3d37a4-cab0-460e-f886-0c296f220194",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 62
}
},
"execution_count": 8,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"<IPython.lib.display.Audio object>"
],
"text/html": [
"\n",
" <audio controls=\"controls\" >\n",
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