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{
"cell_type": "code",
"source": [
"%%bash\n",
"# install the vall-e and required libraries\n",
"# PyTorch\n",
"pip install torch==1.13.1 torchaudio==0.13.1 --extra-index-url https://download.pytorch.org/whl/cu116\n",
"pip install torchmetrics==0.11.1\n",
"# fbank\n",
"pip install librosa matplotlib\n",
"\n",
"# phonemizer pypinyin\n",
"apt-get install espeak-ng git-lfs -y\n",
"## OSX: brew install espeak\n",
"pip install phonemizer==3.2.1 pypinyin==0.48.0\n",
"\n",
"pip install lhotse\n",
"\n",
"# k2\n",
"# find the right version in https://huggingface.co/csukuangfj/k2\n",
"pip install https://huggingface.co/csukuangfj/k2/resolve/main/cuda/k2-1.23.4.dev20230224+cuda11.6.torch1.13.1-cp310-cp310-linux_x86_64.whl\n",
"mkdir tmp_lib\n",
"\n",
"git clone https://github.com/k2-fsa/icefall\n",
"mv icefall tmp_lib\n",
"cd tmp_lib/icefall\n",
"pip install -r requirements.txt\n",
"pip install -e .\n",
"export PYTHONPATH=`pwd`/../icefall:$PYTHONPATH\n",
"echo \"export PYTHONPATH=`pwd`/../icefall:\\$PYTHONPATH\" >> ~/.zshrc\n",
"echo \"export PYTHONPATH=`pwd`/../icefall:\\$PYTHONPATH\" >> ~/.bashrc\n",
"cd ../..\n",
"source ~/.zshrc\n",
"source ~/.bashrc\n",
"\n",
"\n",
"git clone https://github.com/lifeiteng/vall-e\n",
"mv vall-e tmp_lib\n",
"cd tmp_lib/vall-e\n",
"pip install -e .\n",
"\n",
"pip install vocos\n",
"pip install gradio"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "USn47sC-VKvo",
"outputId": "4afe3379-1136-4903-ca9c-bc10b8281e42"
},
"execution_count": 1,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Looking in indexes: https://pypi.org/simple, https://download.pytorch.org/whl/cu116\n",
"Requirement already satisfied: torch==1.13.1 in /usr/local/lib/python3.10/dist-packages (1.13.1+cu116)\n",
"Requirement already satisfied: torchaudio==0.13.1 in /usr/local/lib/python3.10/dist-packages (0.13.1+cu116)\n",
"Requirement already satisfied: typing-extensions in /usr/local/lib/python3.10/dist-packages (from torch==1.13.1) (4.8.0)\n",
"Requirement already satisfied: torchmetrics==0.11.1 in /usr/local/lib/python3.10/dist-packages (0.11.1)\n",
"Requirement already satisfied: numpy>=1.17.2 in /usr/local/lib/python3.10/dist-packages (from torchmetrics==0.11.1) (1.23.5)\n",
"Requirement already satisfied: torch>=1.8.1 in /usr/local/lib/python3.10/dist-packages (from torchmetrics==0.11.1) (1.13.1+cu116)\n",
"Requirement already satisfied: packaging in /usr/local/lib/python3.10/dist-packages (from torchmetrics==0.11.1) (23.1)\n",
"Requirement already satisfied: typing-extensions in /usr/local/lib/python3.10/dist-packages (from torch>=1.8.1->torchmetrics==0.11.1) (4.8.0)\n",
"Requirement already satisfied: librosa in /usr/local/lib/python3.10/dist-packages (0.8.1)\n",
"Requirement already satisfied: matplotlib in /usr/local/lib/python3.10/dist-packages (3.7.1)\n",
"Requirement already satisfied: audioread>=2.0.0 in /usr/local/lib/python3.10/dist-packages (from librosa) (3.0.0)\n",
"Requirement already satisfied: numpy>=1.15.0 in /usr/local/lib/python3.10/dist-packages (from librosa) (1.23.5)\n",
"Requirement already satisfied: scipy>=1.0.0 in /usr/local/lib/python3.10/dist-packages (from librosa) (1.11.2)\n",
"Requirement already satisfied: scikit-learn!=0.19.0,>=0.14.0 in /usr/local/lib/python3.10/dist-packages (from librosa) (1.2.2)\n",
"Requirement already satisfied: joblib>=0.14 in /usr/local/lib/python3.10/dist-packages (from librosa) (1.3.2)\n",
"Requirement already satisfied: decorator>=3.0.0 in /usr/local/lib/python3.10/dist-packages (from librosa) (4.4.2)\n",
"Requirement already satisfied: resampy>=0.2.2 in /usr/local/lib/python3.10/dist-packages (from librosa) (0.4.2)\n",
"Requirement already satisfied: numba>=0.43.0 in /usr/local/lib/python3.10/dist-packages (from librosa) (0.56.4)\n",
"Requirement already satisfied: soundfile>=0.10.2 in /usr/local/lib/python3.10/dist-packages (from librosa) (0.12.1)\n",
"Requirement already satisfied: pooch>=1.0 in /usr/local/lib/python3.10/dist-packages (from librosa) (1.7.0)\n",
"Requirement already satisfied: packaging>=20.0 in /usr/local/lib/python3.10/dist-packages (from librosa) (23.1)\n",
"Requirement already satisfied: contourpy>=1.0.1 in /usr/local/lib/python3.10/dist-packages (from matplotlib) (1.1.0)\n",
"Requirement already satisfied: cycler>=0.10 in /usr/local/lib/python3.10/dist-packages (from matplotlib) (0.11.0)\n",
"Requirement already satisfied: fonttools>=4.22.0 in /usr/local/lib/python3.10/dist-packages (from matplotlib) (4.42.1)\n",
"Requirement already satisfied: kiwisolver>=1.0.1 in /usr/local/lib/python3.10/dist-packages (from matplotlib) (1.4.5)\n",
"Requirement already satisfied: pillow>=6.2.0 in /usr/local/lib/python3.10/dist-packages (from matplotlib) (9.4.0)\n",
"Requirement already satisfied: pyparsing>=2.3.1 in /usr/local/lib/python3.10/dist-packages (from matplotlib) (3.1.1)\n",
"Requirement already satisfied: python-dateutil>=2.7 in /usr/local/lib/python3.10/dist-packages (from matplotlib) (2.8.2)\n",
"Requirement already satisfied: llvmlite<0.40,>=0.39.0dev0 in /usr/local/lib/python3.10/dist-packages (from numba>=0.43.0->librosa) (0.39.1)\n",
"Requirement already satisfied: setuptools in /usr/local/lib/python3.10/dist-packages (from numba>=0.43.0->librosa) (67.7.2)\n",
"Requirement already satisfied: platformdirs>=2.5.0 in /usr/local/lib/python3.10/dist-packages (from pooch>=1.0->librosa) (3.10.0)\n",
"Requirement already satisfied: requests>=2.19.0 in /usr/local/lib/python3.10/dist-packages (from pooch>=1.0->librosa) (2.31.0)\n",
"Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.10/dist-packages (from python-dateutil>=2.7->matplotlib) (1.16.0)\n",
"Requirement already satisfied: threadpoolctl>=2.0.0 in /usr/local/lib/python3.10/dist-packages (from scikit-learn!=0.19.0,>=0.14.0->librosa) (3.2.0)\n",
"Requirement already satisfied: cffi>=1.0 in /usr/local/lib/python3.10/dist-packages (from soundfile>=0.10.2->librosa) (1.15.1)\n",
"Requirement already satisfied: pycparser in /usr/local/lib/python3.10/dist-packages (from cffi>=1.0->soundfile>=0.10.2->librosa) (2.21)\n",
"Requirement already satisfied: charset-normalizer<4,>=2 in /usr/local/lib/python3.10/dist-packages (from requests>=2.19.0->pooch>=1.0->librosa) (3.2.0)\n",
"Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.10/dist-packages (from requests>=2.19.0->pooch>=1.0->librosa) (3.4)\n",
"Requirement already satisfied: urllib3<3,>=1.21.1 in /usr/local/lib/python3.10/dist-packages (from requests>=2.19.0->pooch>=1.0->librosa) (2.0.4)\n",
"Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.10/dist-packages (from requests>=2.19.0->pooch>=1.0->librosa) (2023.7.22)\n",
"Reading package lists...\n",
"Building dependency tree...\n",
"Reading state information...\n",
"espeak-ng is already the newest version (1.50+dfsg-10).\n",
"git-lfs is already the newest version (3.0.2-1ubuntu0.2).\n",
"0 upgraded, 0 newly installed, 0 to remove and 18 not upgraded.\n",
"Requirement already satisfied: phonemizer==3.2.1 in /usr/local/lib/python3.10/dist-packages (3.2.1)\n",
"Requirement already satisfied: pypinyin==0.48.0 in /usr/local/lib/python3.10/dist-packages (0.48.0)\n",
"Requirement already satisfied: joblib in /usr/local/lib/python3.10/dist-packages (from phonemizer==3.2.1) (1.3.2)\n",
"Requirement already satisfied: segments in /usr/local/lib/python3.10/dist-packages (from phonemizer==3.2.1) (2.2.1)\n",
"Requirement already satisfied: attrs>=18.1 in /usr/local/lib/python3.10/dist-packages (from phonemizer==3.2.1) (23.1.0)\n",
"Requirement already satisfied: dlinfo in /usr/local/lib/python3.10/dist-packages (from phonemizer==3.2.1) (1.2.1)\n",
"Requirement already satisfied: typing-extensions in /usr/local/lib/python3.10/dist-packages (from phonemizer==3.2.1) (4.8.0)\n",
"Requirement already satisfied: clldutils>=1.7.3 in /usr/local/lib/python3.10/dist-packages (from segments->phonemizer==3.2.1) (3.20.0)\n",
"Requirement already satisfied: csvw>=1.5.6 in /usr/local/lib/python3.10/dist-packages (from segments->phonemizer==3.2.1) (3.1.3)\n",
"Requirement already satisfied: regex in /usr/local/lib/python3.10/dist-packages (from segments->phonemizer==3.2.1) (2023.6.3)\n",
"Requirement already satisfied: python-dateutil in /usr/local/lib/python3.10/dist-packages (from clldutils>=1.7.3->segments->phonemizer==3.2.1) (2.8.2)\n",
"Requirement already satisfied: tabulate>=0.7.7 in /usr/local/lib/python3.10/dist-packages (from clldutils>=1.7.3->segments->phonemizer==3.2.1) (0.9.0)\n",
"Requirement already satisfied: colorlog in /usr/local/lib/python3.10/dist-packages (from clldutils>=1.7.3->segments->phonemizer==3.2.1) (6.7.0)\n",
"Requirement already satisfied: pylatexenc in /usr/local/lib/python3.10/dist-packages (from clldutils>=1.7.3->segments->phonemizer==3.2.1) (2.10)\n",
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"Collecting k2==1.23.4.dev20230224+cuda11.6.torch1.13.1\n",
" Downloading https://huggingface.co/csukuangfj/k2/resolve/main/cuda/k2-1.23.4.dev20230224+cuda11.6.torch1.13.1-cp310-cp310-linux_x86_64.whl (102.9 MB)\n",
" ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 102.9/102.9 MB 8.9 MB/s eta 0:00:00\n",
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"Obtaining file:///content/tmp_lib/icefall\n",
" Installing build dependencies: started\n",
" Installing build dependencies: finished with status 'done'\n",
" Checking if build backend supports build_editable: started\n",
" Checking if build backend supports build_editable: finished with status 'done'\n",
" Getting requirements to build editable: started\n",
" Getting requirements to build editable: finished with status 'done'\n",
" Preparing editable metadata (pyproject.toml): started\n",
" Preparing editable metadata (pyproject.toml): finished with status 'done'\n",
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"Requirement already satisfied: MarkupSafe>=2.1.1 in /usr/local/lib/python3.10/dist-packages (from werkzeug>=1.0.1->tensorboard->icefall==1.0) (2.1.3)\n",
"Requirement already satisfied: pyasn1<0.6.0,>=0.4.6 in /usr/local/lib/python3.10/dist-packages (from pyasn1-modules>=0.2.1->google-auth<3,>=1.6.3->tensorboard->icefall==1.0) (0.5.0)\n",
"Requirement already satisfied: oauthlib>=3.0.0 in /usr/local/lib/python3.10/dist-packages (from requests-oauthlib>=0.7.0->google-auth-oauthlib<1.1,>=0.5->tensorboard->icefall==1.0) (3.2.2)\n",
"Building wheels for collected packages: icefall\n",
" Building editable for icefall (pyproject.toml): started\n",
" Building editable for icefall (pyproject.toml): finished with status 'done'\n",
" Created wheel for icefall: filename=icefall-1.0-0.editable-py3-none-any.whl size=6938 sha256=a82e786befc35808f23d067a3fae3a47f2e3d386cb8f5dc3985a21af73b85c0f\n",
" Stored in directory: /tmp/pip-ephem-wheel-cache-bk20tk10/wheels/8b/61/8c/6ab9252dbb8103b07c7e54134628c2bac869e1cb195484f840\n",
"Successfully built icefall\n",
"Installing collected packages: icefall\n",
" Attempting uninstall: icefall\n",
" Found existing installation: icefall 1.0\n",
" Uninstalling icefall-1.0:\n",
" Successfully uninstalled icefall-1.0\n",
"Successfully installed icefall-1.0\n",
"Obtaining file:///content/tmp_lib/vall-e\n",
" Preparing metadata (setup.py): started\n",
" Preparing metadata (setup.py): finished with status 'done'\n",
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]
},
{
"output_type": "stream",
"name": "stderr",
"text": [
"mkdir: cannot create directory ‘tmp_lib’: File exists\n",
"Cloning into 'icefall'...\n",
"mv: cannot move 'icefall' to 'tmp_lib/icefall': Directory not empty\n",
"Cloning into 'vall-e'...\n"
]
}
]
},
{
"cell_type": "code",
"source": [
"!wget https://huggingface.co/LearnItAnyway/vall-e_korean/resolve/main/vall-e_ko_v0.pt\n",
"!wget https://huggingface.co/LearnItAnyway/vall-e_korean/resolve/main/unique_text_tokens.k2symbols"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "PMNAqnktVw1f",
"outputId": "e9b623e1-c430-4125-976d-b175af09c194"
},
"execution_count": 2,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"--2023-09-21 06:51:42-- https://huggingface.co/LearnItAnyway/vall-e_korean/resolve/main/vall-e_ko_v0.pt\n",
"Resolving huggingface.co (huggingface.co)... 65.8.178.93, 65.8.178.27, 65.8.178.118, ...\n",
"Connecting to huggingface.co (huggingface.co)|65.8.178.93|:443... connected.\n",
"HTTP request sent, awaiting response... 302 Found\n",
"Location: https://cdn-lfs.huggingface.co/repos/f8/b9/f8b90061950052a23944dd83f71a6f031a5d39c73dbb799693620ca8a4186a97/e2894775b160c24132f8f6d6d7df6cc8bf59a9b465778d08989e200859610560?response-content-disposition=attachment%3B+filename*%3DUTF-8%27%27vall-e_ko_v0.pt%3B+filename%3D%22vall-e_ko_v0.pt%22%3B&Expires=1695538302&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTY5NTUzODMwMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy5odWdnaW5nZmFjZS5jby9yZXBvcy9mOC9iOS9mOGI5MDA2MTk1MDA1MmEyMzk0NGRkODNmNzFhNmYwMzFhNWQzOWM3M2RiYjc5OTY5MzYyMGNhOGE0MTg2YTk3L2UyODk0Nzc1YjE2MGMyNDEzMmY4ZjZkNmQ3ZGY2Y2M4YmY1OWE5YjQ2NTc3OGQwODk4OWUyMDA4NTk2MTA1NjA%7EcmVzcG9uc2UtY29udGVudC1kaXNwb3NpdGlvbj0qIn1dfQ__&Signature=TdG-TKfzyMK3IjFKx5xrIImhwDNTjgbtm0rYqIvCBWvGm%7EHC1ymtwN3WlhNNc0FSZ-QDR2wnmplNbK33mO9MHPtYqgzWRfiXZsHxUkWuU67eAVyRRgrxqMWrUA69Zc%7E0IBQOxSnU3yVDwKoP-Up7s1gIElgTODwK-hjVFKDc9gdEnQEBMQBYlPey7g2lFUcFdstKl6KEop%7EbyPL%7EHO6qUknp7iWdkwXEy7WCEdu1qjqmrCjysep2QDtlwoLLTdol-YOY8Qko4Bn-esR4pu3Qx5%7EHfx3hn3bCHjyTBykRyuigdIBuUcxbi5ULUU8xjSacReY-on9b%7EH-FQu5WnKGCeQ__&Key-Pair-Id=KVTP0A1DKRTAX [following]\n",
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}
]
},
{
"cell_type": "code",
"source": [
"from IPython.core.display import HTML\n",
"HTML(\"\")"
],
"metadata": {
"id": "LeYX_9zQfBUH"
},
"execution_count": null,
"outputs": []
},
{
"cell_type": "code",
"source": [
"import argparse\n",
"import logging\n",
"import os\n",
"import pathlib\n",
"import time\n",
"import tempfile\n",
"import platform\n",
"import webbrowser\n",
"import sys\n",
"import torch, torchaudio\n",
"import random\n",
"\n",
"import numpy as np\n",
"\n",
"from valle.data import (\n",
" AudioTokenizer,\n",
" TextTokenizer,\n",
" tokenize_audio,\n",
" tokenize_text,\n",
")\n",
"from icefall.utils import AttributeDict\n",
"from valle.data.collation import get_text_token_collater\n",
"from valle.models import get_model\n",
"\n",
"from vocos import Vocos\n",
"from encodec.utils import convert_audio\n",
"import multiprocessing\n",
"\n",
"thread_count = multiprocessing.cpu_count()\n",
"\n",
"print(\"Use\",thread_count,\"cpu cores for computing\")\n",
"\n",
"torch.set_num_threads(thread_count)\n",
"torch.set_num_interop_threads(thread_count)\n",
"torch._C._jit_set_profiling_executor(False)\n",
"torch._C._jit_set_profiling_mode(False)\n",
"torch._C._set_graph_executor_optimize(False)\n",
"\n",
"text_tokenizer = TextTokenizer(language='ko')\n",
"\n",
"device = torch.device(\"cpu\")\n",
"if torch.cuda.is_available():\n",
" device = torch.device(\"cuda\", 0)\n",
"\n",
"checkpoint = torch.load(\"./vall-e_ko_v0.pt\", map_location='cpu')\n",
"model = get_model(AttributeDict(checkpoint))\n",
"missing_keys, unexpected_keys = model.load_state_dict(\n",
" checkpoint[\"model\"], strict=True\n",
")\n",
"assert not missing_keys\n",
"model.eval()\n",
"model.to(device)\n",
"text_collater = get_text_token_collater('./unique_text_tokens.k2symbols')\n",
"\n",
"# Encodec model\n",
"audio_tokenizer = AudioTokenizer(device)\n",
"\n",
"# Vocos decoder\n",
"vocos = Vocos.from_pretrained('charactr/vocos-encodec-24khz').to(device)\n",
"\n",
"model.to(device)\n",
"@torch.no_grad()\n",
"def infer_from_prompt(text_prompt, audio_prompt, text):\n",
" ## text to token\n",
" text_tokens, text_tokens_lens = text_collater(\n",
" [\n",
" tokenize_text(\n",
" text_tokenizer, text=f\"{text_prompt} {text}\".strip()\n",
" )\n",
" ]\n",
" )\n",
" _, enroll_x_lens = text_collater(\n",
" [\n",
" tokenize_text(\n",
" text_tokenizer, text=f\"{text_prompt}\".strip()\n",
" )\n",
" ]\n",
" )\n",
" print('text_loaded')\n",
"\n",
" # text to synthesize\n",
" wav_pr, sr = torchaudio.load(audio_prompt)\n",
" wav_pr = convert_audio(wav_pr, sr, audio_tokenizer.sample_rate, audio_tokenizer.channels)\n",
" audio_prompts = audio_tokenizer.encode(wav_pr.unsqueeze(0))[0][0].transpose(2, 1).to(device)\n",
" print('Audio encoded')\n",
"\n",
" encoded_frames = model.inference(\n",
" text_tokens.to(device), text_tokens_lens.to(device),\n",
" audio_prompts, enroll_x_lens=enroll_x_lens,\n",
" top_k=-100, temperature=1)\n",
" vocos_features = vocos.codes_to_features(encoded_frames.permute(2, 0, 1))\n",
" samples = vocos.decode(vocos_features, bandwidth_id=torch.tensor([2], device=device))\n",
" message = f\"sythesized text: {text}\"\n",
" return message, (24000, samples.squeeze(0).cpu().numpy())\n",
"\n",
"import gradio as gr\n",
"app = gr.Blocks(title=\"VALL-E Korean\")\n",
"with app:\n",
" #gr.Markdown(top_md)\n",
" with gr.Tab(\"VALL-E Korean Demo\"):\n",
" #gr.Markdown(infer_from_prompt_md)\n",
" with gr.Row():\n",
" with gr.Column():\n",
" text_prompt = gr.TextArea(label=\"Input Text\",\n",
" placeholder=\"Type text in the audio file (Korean)\",)\n",
" audio_prompt= gr.Audio(label=\"Input Audio\", source='upload', interactive=True, type=\"filepath\")\n",
" text_input = gr.TextArea(label=\"Output Text\",\n",
" placeholder=\"Type text you want to generate (Korean)\",)\n",
" with gr.Column():\n",
" text_output = gr.Textbox(label=\"Message\")\n",
" audio_output= gr.Audio(label=\"Output Audio\")\n",
" btn = gr.Button(\"Generate!\")\n",
" btn.click(infer_from_prompt,\n",
" inputs=[text_prompt, audio_prompt, text_input],\n",
" outputs=[text_output, audio_output])\n",
"webbrowser.open(\"http://127.0.0.1:7860\")\n",
"app.launch(share=True)"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 784,
"referenced_widgets": [
"65c70bc500eb48f5a3f664634c9abcb8",
"e03b82ed14aa4f72a98fb62f1b9c1772",
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"29229fdd1a7840099d95a7d0f9164a37",
"917f0a55fb974d3dae0b6ce1cf9cf431",
"4f2dde1811344bf8b6a2c5630107b27c",
"d8cf02c364984d77a6d0f104468493fe",
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"8dea68cdeab940c6a8848b29fb0acc15",
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"53fa963136ee49e9b29a7ec9355dd68b",
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"f7ca8116da184a6c89faa834e1d50b1b",
"535675fafe0644c7ace668fe263f8e03",
"5c8f17eec77b425f8f14a1ac9a8407ed",
"85b19f90c93748b0ba2ef5e936912456",
"309077bf93fe469f96bfc657ea5dd520",
"e0191f86888d4331a71009c62777dd87"
]
},
"id": "hZe6v82nW5wb",
"outputId": "9d532f04-4b0f-48a8-b544-9b62e1f5249b"
},
"execution_count": 4,
"outputs": [
{
"output_type": "stream",
"name": "stderr",
"text": [
"/usr/local/lib/python3.10/dist-packages/torchvision/io/image.py:13: UserWarning: Failed to load image Python extension: '/usr/local/lib/python3.10/dist-packages/torchvision/image.so: undefined symbol: _ZN3c104cuda20CUDACachingAllocator9allocatorE'If you don't plan on using image functionality from `torchvision.io`, you can ignore this warning. Otherwise, there might be something wrong with your environment. Did you have `libjpeg` or `libpng` installed before building `torchvision` from source?\n",
" warn(\n"
]
},
{
"output_type": "stream",
"name": "stdout",
"text": [
"Use 2 cpu cores for computing\n"
]
},
{
"output_type": "stream",
"name": "stderr",
"text": [
"Downloading: \"https://dl.fbaipublicfiles.com/encodec/v0/encodec_24khz-d7cc33bc.th\" to /root/.cache/torch/hub/checkpoints/encodec_24khz-d7cc33bc.th\n"
]
},
{
"output_type": "display_data",
"data": {
"text/plain": [
" 0%| | 0.00/88.9M [00:00"
],
"text/html": [
""
]
},
"metadata": {}
},
{
"output_type": "execute_result",
"data": {
"text/plain": []
},
"metadata": {},
"execution_count": 4
}
]
},
{
"cell_type": "code",
"source": [],
"metadata": {
"id": "ozaZVeomaJAg"
},
"execution_count": 4,
"outputs": []
}
]
}