From 4762e5bc21b5d9c5c8701142573e31bc254d137e Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E6=BA=90=E6=96=87=E9=9B=A8?= <41315874+fumiama@users.noreply.github.com> Date: Sat, 20 Apr 2024 21:29:25 +0900 Subject: [PATCH] feat(all): optimize hierarchy of files --- LICENSE | 6 +- README.md | 3 +- Retrieval_based_Voice_Conversion_WebUI.ipynb | 403 ----------------- ...eval_based_Voice_Conversion_WebUI_v2.ipynb | 422 ------------------ docs/en/README.en.md | 3 +- docs/fr/README.fr.md | 3 +- docs/jp/README.ja.md | 3 +- docs/kr/README.ko.han.md | 3 +- docs/kr/README.ko.md | 3 +- docs/pt/README.pt.md | 3 +- docs/tr/README.tr.md | 3 +- gui_v1.py | 9 +- infer/lib/audio.py | 3 +- .../rvc_for_realtime.py => infer/lib/rtrvc.py | 8 - .../modules/gui}/__init__.py | 0 .../modules/gui}/torchgate.py | 0 .../torchgate => infer/modules/gui}/utils.py | 0 tools/{ => cmd}/calc_rvc_model_similarity.py | 0 tools/{infer => cmd}/infer-pm-index256.py | 0 tools/{ => cmd}/infer_batch_rvc.py | 0 tools/{ => cmd}/infer_cli.py | 0 tools/{infer => cmd}/train-index-v2.py | 0 tools/{infer => cmd}/train-index.py | 0 tools/{infer => cmd}/trans_weights.py | 0 tools/ipynb/v1.ipynb | 353 +++++++++++++++ tools/ipynb/v2.ipynb | 352 +++++++++++++++ tools/{ => onnx}/export_onnx.py | 0 tools/{ => onnx}/onnx_inference_demo.py | 2 +- tools/{app.py => web/infer-only.py} | 0 venv.sh | 3 - 30 files changed, 729 insertions(+), 856 deletions(-) delete mode 100644 Retrieval_based_Voice_Conversion_WebUI.ipynb delete mode 100644 Retrieval_based_Voice_Conversion_WebUI_v2.ipynb rename tools/rvc_for_realtime.py => infer/lib/rtrvc.py (96%) rename {tools/torchgate => infer/modules/gui}/__init__.py (100%) rename {tools/torchgate => infer/modules/gui}/torchgate.py (100%) rename {tools/torchgate => infer/modules/gui}/utils.py (100%) rename tools/{ => cmd}/calc_rvc_model_similarity.py (100%) rename tools/{infer => cmd}/infer-pm-index256.py (100%) rename tools/{ => cmd}/infer_batch_rvc.py (100%) rename tools/{ => cmd}/infer_cli.py (100%) rename tools/{infer => cmd}/train-index-v2.py (100%) rename tools/{infer => cmd}/train-index.py (100%) rename tools/{infer => cmd}/trans_weights.py (100%) create mode 100644 tools/ipynb/v1.ipynb create mode 100644 tools/ipynb/v2.ipynb rename tools/{ => onnx}/export_onnx.py (100%) rename tools/{ => onnx}/onnx_inference_demo.py (89%) rename tools/{app.py => web/infer-only.py} (100%) delete mode 100755 venv.sh diff --git a/LICENSE b/LICENSE index d798ccd..f703dbe 100644 --- a/LICENSE +++ b/LICENSE @@ -1,8 +1,8 @@ MIT License -Copyright (c) 2023 liujing04 -Copyright (c) 2023 源文雨 -Copyright (c) 2023 Ftps +Copyright (c) 2023-2024 liujing04 +Copyright (c) 2023-2024 fumiama +Copyright (c) 2023-2024 Ftps Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal diff --git a/README.md b/README.md index c463fca..f2cd5a9 100644 --- a/README.md +++ b/README.md @@ -8,7 +8,8 @@
-[![Open In Colab](https://img.shields.io/badge/Colab-F9AB00?style=for-the-badge&logo=googlecolab&color=525252)](https://colab.research.google.com/github/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/Retrieval_based_Voice_Conversion_WebUI.ipynb) +[![RVC v1](https://img.shields.io/badge/RVCv1-F9AB00?style=for-the-badge&logo=googlecolab&color=525252)](https://colab.research.google.com/github/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/tools/ipynb/v1.ipynb) +[![RVC v2](https://img.shields.io/badge/RVCv2-F9AB00?style=for-the-badge&logo=googlecolab&color=525252)](https://colab.research.google.com/github/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/tools/ipynb/v2.ipynb) [![Licence](https://img.shields.io/badge/LICENSE-MIT-green.svg?style=for-the-badge)](https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/LICENSE) [![Huggingface](https://img.shields.io/badge/🤗%20-Spaces-yellow.svg?style=for-the-badge)](https://huggingface.co/lj1995/VoiceConversionWebUI/tree/main/) diff --git a/Retrieval_based_Voice_Conversion_WebUI.ipynb b/Retrieval_based_Voice_Conversion_WebUI.ipynb deleted file mode 100644 index fa1d84e..0000000 --- a/Retrieval_based_Voice_Conversion_WebUI.ipynb +++ /dev/null @@ -1,403 +0,0 @@ -{ - "cells": [ - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# [Retrieval-based-Voice-Conversion-WebUI](https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI) Training notebook" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": { - "id": "ZFFCx5J80SGa" - }, - "source": [ - "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/Retrieval_based_Voice_Conversion_WebUI.ipynb)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "id": "GmFP6bN9dvOq" - }, - "outputs": [], - "source": [ - "# @title 查看显卡\n", - "!nvidia-smi" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "id": "jwu07JgqoFON" - }, - "outputs": [], - "source": [ - "# @title 挂载谷歌云盘\n", - "\n", - "from google.colab import drive\n", - "\n", - "drive.mount(\"/content/drive\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "id": "wjddIFr1oS3W" - }, - "outputs": [], - "source": [ - "# @title 安装依赖\n", - "!apt-get -y install build-essential python3-dev ffmpeg\n", - "!pip3 install --upgrade setuptools wheel\n", - "!pip3 install --upgrade pip\n", - "!pip3 install faiss-cpu==1.7.2 fairseq gradio==4.23.0 ffmpeg ffmpeg-python praat-parselmouth pyworld numpy==1.23.5 numba==0.56.4 librosa==0.9.2" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "id": "ge_97mfpgqTm" - }, - "outputs": [], - "source": [ - "# @title 克隆仓库\n", - "\n", - "!git clone --depth=1 -b stable https://github.com/fumiama/Retrieval-based-Voice-Conversion-WebUI\n", - "%cd /content/Retrieval-based-Voice-Conversion-WebUI\n", - "!mkdir -p pretrained uvr5_weights" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "id": "BLDEZADkvlw1" - }, - "outputs": [], - "source": [ - "# @title 更新仓库（一般无需执行）\n", - "!git pull" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "id": "pqE0PrnuRqI2" - }, - "outputs": [], - "source": [ - "# @title 安装aria2\n", - "!apt -y install -qq aria2" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "id": "UG3XpUwEomUz" - }, - "outputs": [], - "source": [ - "# @title 下载底模\n", - "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained/D32k.pth -d /content/Retrieval-based-Voice-Conversion-WebUI/pretrained -o D32k.pth\n", - "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained/D40k.pth -d /content/Retrieval-based-Voice-Conversion-WebUI/pretrained -o D40k.pth\n", - "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained/D48k.pth -d /content/Retrieval-based-Voice-Conversion-WebUI/pretrained -o D48k.pth\n", - "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained/G32k.pth -d /content/Retrieval-based-Voice-Conversion-WebUI/pretrained -o G32k.pth\n", - "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained/G40k.pth -d /content/Retrieval-based-Voice-Conversion-WebUI/pretrained -o G40k.pth\n", - "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained/G48k.pth -d /content/Retrieval-based-Voice-Conversion-WebUI/pretrained -o G48k.pth\n", - "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained/f0D32k.pth -d /content/Retrieval-based-Voice-Conversion-WebUI/pretrained -o f0D32k.pth\n", - "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained/f0D40k.pth -d /content/Retrieval-based-Voice-Conversion-WebUI/pretrained -o f0D40k.pth\n", - "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained/f0D48k.pth -d /content/Retrieval-based-Voice-Conversion-WebUI/pretrained -o f0D48k.pth\n", - "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained/f0G32k.pth -d /content/Retrieval-based-Voice-Conversion-WebUI/pretrained -o f0G32k.pth\n", - "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained/f0G40k.pth -d /content/Retrieval-based-Voice-Conversion-WebUI/pretrained -o f0G40k.pth\n", - "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained/f0G48k.pth -d /content/Retrieval-based-Voice-Conversion-WebUI/pretrained -o f0G48k.pth" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "id": "HugjmZqZRuiF" - }, - "outputs": [], - "source": [ - "# @title 下载人声分离模型\n", - "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/uvr5_weights/HP2-人声vocals+非人声instrumentals.pth -d /content/Retrieval-based-Voice-Conversion-WebUI/uvr5_weights -o HP2-人声vocals+非人声instrumentals.pth\n", - "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/uvr5_weights/HP5-主旋律人声vocals+其他instrumentals.pth -d /content/Retrieval-based-Voice-Conversion-WebUI/uvr5_weights -o HP5-主旋律人声vocals+其他instrumentals.pth" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "id": "2RCaT9FTR0ej" - }, - "outputs": [], - "source": [ - "# @title 下载hubert_base\n", - "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/hubert_base.pt -d /content/Retrieval-based-Voice-Conversion-WebUI -o hubert_base.pt" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# @title #下载rmvpe模型\n", - "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/rmvpe.pt -d /content/Retrieval-based-Voice-Conversion-WebUI -o rmvpe.pt" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "id": "Mwk7Q0Loqzjx" - }, - "outputs": [], - "source": [ - "# @title 从谷歌云盘加载打包好的数据集到/content/dataset\n", - "\n", - "# @markdown 数据集位置\n", - "DATASET = (\n", - " \"/content/drive/MyDrive/dataset/lulu20230327_32k.zip\" # @param {type:\"string\"}\n", - ")\n", - "\n", - "!mkdir -p /content/dataset\n", - "!unzip -d /content/dataset -B {DATASET}" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "id": "PDlFxWHWEynD" - }, - "outputs": [], - "source": [ - "# @title 重命名数据集中的重名文件\n", - "!ls -a /content/dataset/\n", - "!rename 's/(\\w+)\\.(\\w+)~(\\d*)/$1_$3.$2/' /content/dataset/*.*~*" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "id": "7vh6vphDwO0b" - }, - "outputs": [], - "source": [ - "# @title 启动web\n", - "%cd /content/Retrieval-based-Voice-Conversion-WebUI\n", - "# %load_ext tensorboard\n", - "# %tensorboard --logdir /content/Retrieval-based-Voice-Conversion-WebUI/logs\n", - "!python3 infer-web.py --colab --pycmd python3" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "id": "FgJuNeAwx5Y_" - }, - "outputs": [], - "source": [ - "# @title 手动将训练后的模型文件备份到谷歌云盘\n", - "# @markdown 需要自己查看logs文件夹下模型的文件名，手动修改下方命令末尾的文件名\n", - "\n", - "# @markdown 模型名\n", - "MODELNAME = \"lulu\" # @param {type:\"string\"}\n", - "# @markdown 模型epoch\n", - "MODELEPOCH = 9600 # @param {type:\"integer\"}\n", - "\n", - "!cp /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/G_{MODELEPOCH}.pth /content/drive/MyDrive/{MODELNAME}_D_{MODELEPOCH}.pth\n", - "!cp /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/D_{MODELEPOCH}.pth /content/drive/MyDrive/{MODELNAME}_G_{MODELEPOCH}.pth\n", - "!cp /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/added_*.index /content/drive/MyDrive/\n", - "!cp /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/total_*.npy /content/drive/MyDrive/\n", - "\n", - "!cp /content/Retrieval-based-Voice-Conversion-WebUI/weights/{MODELNAME}.pth /content/drive/MyDrive/{MODELNAME}{MODELEPOCH}.pth" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "id": "OVQoLQJXS7WX" - }, - "outputs": [], - "source": [ - "# @title 从谷歌云盘恢复pth\n", - "# @markdown 需要自己查看logs文件夹下模型的文件名，手动修改下方命令末尾的文件名\n", - "\n", - "# @markdown 模型名\n", - "MODELNAME = \"lulu\" # @param {type:\"string\"}\n", - "# @markdown 模型epoch\n", - "MODELEPOCH = 7500 # @param {type:\"integer\"}\n", - "\n", - "!mkdir -p /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}\n", - "\n", - "!cp /content/drive/MyDrive/{MODELNAME}_D_{MODELEPOCH}.pth /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/G_{MODELEPOCH}.pth\n", - "!cp /content/drive/MyDrive/{MODELNAME}_G_{MODELEPOCH}.pth /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/D_{MODELEPOCH}.pth\n", - "!cp /content/drive/MyDrive/*.index /content/\n", - "!cp /content/drive/MyDrive/*.npy /content/\n", - "!cp /content/drive/MyDrive/{MODELNAME}{MODELEPOCH}.pth /content/Retrieval-based-Voice-Conversion-WebUI/weights/{MODELNAME}.pth" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "id": "ZKAyuKb9J6dz" - }, - "outputs": [], - "source": [ - "# @title 手动预处理（不推荐）\n", - "# @markdown 模型名\n", - "MODELNAME = \"lulu\" # @param {type:\"string\"}\n", - "# @markdown 采样率\n", - "BITRATE = 48000 # @param {type:\"integer\"}\n", - "# @markdown 使用的进程数\n", - "THREADCOUNT = 8 # @param {type:\"integer\"}\n", - "\n", - "!python3 trainset_preprocess_pipeline_print.py /content/dataset {BITRATE} {THREADCOUNT} logs/{MODELNAME} True" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "id": "CrxJqzAUKmPJ" - }, - "outputs": [], - "source": [ - "# @title 手动提取特征（不推荐）\n", - "# @markdown 模型名\n", - "MODELNAME = \"lulu\" # @param {type:\"string\"}\n", - "# @markdown 使用的进程数\n", - "THREADCOUNT = 8 # @param {type:\"integer\"}\n", - "# @markdown 音高提取算法\n", - "ALGO = \"harvest\" # @param {type:\"string\"}\n", - "\n", - "!python3 extract_f0_print.py logs/{MODELNAME} {THREADCOUNT} {ALGO}\n", - "\n", - "!python3 extract_feature_print.py cpu 1 0 0 logs/{MODELNAME} True" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "id": "IMLPLKOaKj58" - }, - "outputs": [], - "source": [ - "# @title 手动训练（不推荐）\n", - "# @markdown 模型名\n", - "MODELNAME = \"lulu\" # @param {type:\"string\"}\n", - "# @markdown 使用的GPU\n", - "USEGPU = \"0\" # @param {type:\"string\"}\n", - "# @markdown 批大小\n", - "BATCHSIZE = 32 # @param {type:\"integer\"}\n", - "# @markdown 停止的epoch\n", - "MODELEPOCH = 3200 # @param {type:\"integer\"}\n", - "# @markdown 保存epoch间隔\n", - "EPOCHSAVE = 100 # @param {type:\"integer\"}\n", - "# @markdown 采样率\n", - "MODELSAMPLE = \"48k\" # @param {type:\"string\"}\n", - "# @markdown 是否缓存训练集\n", - "CACHEDATA = 1 # @param {type:\"integer\"}\n", - "# @markdown 是否仅保存最新的ckpt文件\n", - "ONLYLATEST = 0 # @param {type:\"integer\"}\n", - "\n", - "!python3 train_nsf_sim_cache_sid_load_pretrain.py -e lulu -sr {MODELSAMPLE} -f0 1 -bs {BATCHSIZE} -g {USEGPU} -te {MODELEPOCH} -se {EPOCHSAVE} -pg pretrained/f0G{MODELSAMPLE}.pth -pd pretrained/f0D{MODELSAMPLE}.pth -l {ONLYLATEST} -c {CACHEDATA}" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "id": "haYA81hySuDl" - }, - "outputs": [], - "source": [ - "# @title 删除其它pth，只留选中的（慎点，仔细看代码）\n", - "# @markdown 模型名\n", - "MODELNAME = \"lulu\" # @param {type:\"string\"}\n", - "# @markdown 选中模型epoch\n", - "MODELEPOCH = 9600 # @param {type:\"integer\"}\n", - "\n", - "!echo \"备份选中的模型。。。\"\n", - "!cp /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/G_{MODELEPOCH}.pth /content/{MODELNAME}_D_{MODELEPOCH}.pth\n", - "!cp /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/D_{MODELEPOCH}.pth /content/{MODELNAME}_G_{MODELEPOCH}.pth\n", - "\n", - "!echo \"正在删除。。。\"\n", - "!ls /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}\n", - "!rm /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/*.pth\n", - "\n", - "!echo \"恢复选中的模型。。。\"\n", - "!mv /content/{MODELNAME}_D_{MODELEPOCH}.pth /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/G_{MODELEPOCH}.pth\n", - "!mv /content/{MODELNAME}_G_{MODELEPOCH}.pth /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/D_{MODELEPOCH}.pth\n", - "\n", - "!echo \"删除完成\"\n", - "!ls /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "id": "QhSiPTVPoIRh" - }, - "outputs": [], - "source": [ - "# @title 清除项目下所有文件，只留选中的模型（慎点，仔细看代码）\n", - "# @markdown 模型名\n", - "MODELNAME = \"lulu\" # @param {type:\"string\"}\n", - "# @markdown 选中模型epoch\n", - "MODELEPOCH = 9600 # @param {type:\"integer\"}\n", - "\n", - "!echo \"备份选中的模型。。。\"\n", - "!cp /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/G_{MODELEPOCH}.pth /content/{MODELNAME}_D_{MODELEPOCH}.pth\n", - "!cp /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/D_{MODELEPOCH}.pth /content/{MODELNAME}_G_{MODELEPOCH}.pth\n", - "\n", - "!echo \"正在删除。。。\"\n", - "!ls /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}\n", - "!rm -rf /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/*\n", - "\n", - "!echo \"恢复选中的模型。。。\"\n", - "!mv /content/{MODELNAME}_D_{MODELEPOCH}.pth /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/G_{MODELEPOCH}.pth\n", - "!mv /content/{MODELNAME}_G_{MODELEPOCH}.pth /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/D_{MODELEPOCH}.pth\n", - "\n", - "!echo \"删除完成\"\n", - "!ls /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}" - ] - } - ], - "metadata": { - "accelerator": "GPU", - "colab": { - "private_outputs": true, - "provenance": [] - }, - "gpuClass": "standard", - "kernelspec": { - "display_name": "Python 3", - "name": "python3" - }, - "language_info": { - "name": "python" - } - }, - "nbformat": 4, - "nbformat_minor": 0 -} diff --git a/Retrieval_based_Voice_Conversion_WebUI_v2.ipynb b/Retrieval_based_Voice_Conversion_WebUI_v2.ipynb deleted file mode 100644 index 613e628..0000000 --- a/Retrieval_based_Voice_Conversion_WebUI_v2.ipynb +++ /dev/null @@ -1,422 +0,0 @@ -{ - "cells": [ - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# [Retrieval-based-Voice-Conversion-WebUI](https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI) Training notebook" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": { - "id": "ZFFCx5J80SGa" - }, - "source": [ - "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/Retrieval_based_Voice_Conversion_WebUI_v2.ipynb)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "id": "GmFP6bN9dvOq" - }, - "outputs": [], - "source": [ - "# @title #查看显卡\n", - "!nvidia-smi" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "id": "jwu07JgqoFON" - }, - "outputs": [], - "source": [ - "# @title 挂载谷歌云盘\n", - "\n", - "from google.colab import drive\n", - "\n", - "drive.mount(\"/content/drive\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "id": "wjddIFr1oS3W" - }, - "outputs": [], - "source": [ - "# @title #安装依赖\n", - "!apt-get -y install build-essential python3-dev ffmpeg\n", - "!pip3 install --upgrade setuptools wheel\n", - "!pip3 install --upgrade pip\n", - "!pip3 install faiss-cpu==1.7.2 fairseq gradio==4.23.0 ffmpeg ffmpeg-python praat-parselmouth pyworld numpy==1.23.5 numba==0.56.4 librosa==0.9.2" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "id": "ge_97mfpgqTm" - }, - "outputs": [], - "source": [ - "# @title #克隆仓库\n", - "\n", - "!mkdir Retrieval-based-Voice-Conversion-WebUI\n", - "%cd /content/Retrieval-based-Voice-Conversion-WebUI\n", - "!git init\n", - "!git remote add origin https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI.git\n", - "!git fetch origin cfd984812804ddc9247d65b14c82cd32e56c1133 --depth=1\n", - "!git reset --hard FETCH_HEAD" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "id": "BLDEZADkvlw1" - }, - "outputs": [], - "source": [ - "# @title #更新仓库（一般无需执行）\n", - "!git pull" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "id": "pqE0PrnuRqI2" - }, - "outputs": [], - "source": [ - "# @title #安装aria2\n", - "!apt -y install -qq aria2" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "id": "UG3XpUwEomUz" - }, - "outputs": [], - "source": [ - "# @title 下载底模\n", - "\n", - "# v1\n", - "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained/D32k.pth -d /content/Retrieval-based-Voice-Conversion-WebUI/pretrained -o D32k.pth\n", - "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained/D40k.pth -d /content/Retrieval-based-Voice-Conversion-WebUI/pretrained -o D40k.pth\n", - "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained/D48k.pth -d /content/Retrieval-based-Voice-Conversion-WebUI/pretrained -o D48k.pth\n", - "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained/G32k.pth -d /content/Retrieval-based-Voice-Conversion-WebUI/pretrained -o G32k.pth\n", - "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained/G40k.pth -d /content/Retrieval-based-Voice-Conversion-WebUI/pretrained -o G40k.pth\n", - "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained/G48k.pth -d /content/Retrieval-based-Voice-Conversion-WebUI/pretrained -o G48k.pth\n", - "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained/f0D32k.pth -d /content/Retrieval-based-Voice-Conversion-WebUI/pretrained -o f0D32k.pth\n", - "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained/f0D40k.pth -d /content/Retrieval-based-Voice-Conversion-WebUI/pretrained -o f0D40k.pth\n", - "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained/f0D48k.pth -d /content/Retrieval-based-Voice-Conversion-WebUI/pretrained -o f0D48k.pth\n", - "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained/f0G32k.pth -d /content/Retrieval-based-Voice-Conversion-WebUI/pretrained -o f0G32k.pth\n", - "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained/f0G40k.pth -d /content/Retrieval-based-Voice-Conversion-WebUI/pretrained -o f0G40k.pth\n", - "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained/f0G48k.pth -d /content/Retrieval-based-Voice-Conversion-WebUI/pretrained -o f0G48k.pth\n", - "\n", - "# v2\n", - "# !aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained_v2/D32k.pth -d /content/Retrieval-based-Voice-Conversion-WebUI/pretrained_v2 -o D32k.pth\n", - "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained_v2/D40k.pth -d /content/Retrieval-based-Voice-Conversion-WebUI/pretrained_v2 -o D40k.pth\n", - "# !aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained_v2/D48k.pth -d /content/Retrieval-based-Voice-Conversion-WebUI/pretrained_v2 -o D48k.pth\n", - "# !aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained_v2/G32k.pth -d /content/Retrieval-based-Voice-Conversion-WebUI/pretrained_v2 -o G32k.pth\n", - "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained_v2/G40k.pth -d /content/Retrieval-based-Voice-Conversion-WebUI/pretrained_v2 -o G40k.pth\n", - "# !aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained_v2/G48k.pth -d /content/Retrieval-based-Voice-Conversion-WebUI/pretrained_v2 -o G48k.pth\n", - "# !aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained_v2/f0D32k.pth -d /content/Retrieval-based-Voice-Conversion-WebUI/pretrained_v2 -o f0D32k.pth\n", - "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained_v2/f0D40k.pth -d /content/Retrieval-based-Voice-Conversion-WebUI/pretrained_v2 -o f0D40k.pth\n", - "# !aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained_v2/f0D48k.pth -d /content/Retrieval-based-Voice-Conversion-WebUI/pretrained_v2 -o f0D48k.pth\n", - "# !aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained_v2/f0G32k.pth -d /content/Retrieval-based-Voice-Conversion-WebUI/pretrained_v2 -o f0G32k.pth\n", - "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained_v2/f0G40k.pth -d /content/Retrieval-based-Voice-Conversion-WebUI/pretrained_v2 -o f0G40k.pth\n", - "# !aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/pretrained_v2/f0G48k.pth -d /content/Retrieval-based-Voice-Conversion-WebUI/pretrained_v2 -o f0G48k.pth" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "id": "HugjmZqZRuiF" - }, - "outputs": [], - "source": [ - "# @title #下载人声分离模型\n", - "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/uvr5_weights/HP2-人声vocals+非人声instrumentals.pth -d /content/Retrieval-based-Voice-Conversion-WebUI/uvr5_weights -o HP2-人声vocals+非人声instrumentals.pth\n", - "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/uvr5_weights/HP5-主旋律人声vocals+其他instrumentals.pth -d /content/Retrieval-based-Voice-Conversion-WebUI/uvr5_weights -o HP5-主旋律人声vocals+其他instrumentals.pth" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "id": "2RCaT9FTR0ej" - }, - "outputs": [], - "source": [ - "# @title #下载hubert_base\n", - "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/hubert_base.pt -d /content/Retrieval-based-Voice-Conversion-WebUI -o hubert_base.pt" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# @title #下载rmvpe模型\n", - "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/rmvpe.pt -d /content/Retrieval-based-Voice-Conversion-WebUI -o rmvpe.pt" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "id": "Mwk7Q0Loqzjx" - }, - "outputs": [], - "source": [ - "# @title #从谷歌云盘加载打包好的数据集到/content/dataset\n", - "\n", - "# @markdown 数据集位置\n", - "DATASET = (\n", - " \"/content/drive/MyDrive/dataset/lulu20230327_32k.zip\" # @param {type:\"string\"}\n", - ")\n", - "\n", - "!mkdir -p /content/dataset\n", - "!unzip -d /content/dataset -B {DATASET}" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "id": "PDlFxWHWEynD" - }, - "outputs": [], - "source": [ - "# @title #重命名数据集中的重名文件\n", - "!ls -a /content/dataset/\n", - "!rename 's/(\\w+)\\.(\\w+)~(\\d*)/$1_$3.$2/' /content/dataset/*.*~*" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "id": "7vh6vphDwO0b" - }, - "outputs": [], - "source": [ - "# @title #启动webui\n", - "%cd /content/Retrieval-based-Voice-Conversion-WebUI\n", - "# %load_ext tensorboard\n", - "# %tensorboard --logdir /content/Retrieval-based-Voice-Conversion-WebUI/logs\n", - "!python3 infer-web.py --colab --pycmd python3" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "id": "FgJuNeAwx5Y_" - }, - "outputs": [], - "source": [ - "# @title #手动将训练后的模型文件备份到谷歌云盘\n", - "# @markdown #需要自己查看logs文件夹下模型的文件名，手动修改下方命令末尾的文件名\n", - "\n", - "# @markdown #模型名\n", - "MODELNAME = \"lulu\" # @param {type:\"string\"}\n", - "# @markdown #模型epoch\n", - "MODELEPOCH = 9600 # @param {type:\"integer\"}\n", - "\n", - "!cp /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/G_{MODELEPOCH}.pth /content/drive/MyDrive/{MODELNAME}_D_{MODELEPOCH}.pth\n", - "!cp /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/D_{MODELEPOCH}.pth /content/drive/MyDrive/{MODELNAME}_G_{MODELEPOCH}.pth\n", - "!cp /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/added_*.index /content/drive/MyDrive/\n", - "!cp /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/total_*.npy /content/drive/MyDrive/\n", - "\n", - "!cp /content/Retrieval-based-Voice-Conversion-WebUI/weights/{MODELNAME}.pth /content/drive/MyDrive/{MODELNAME}{MODELEPOCH}.pth" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "id": "OVQoLQJXS7WX" - }, - "outputs": [], - "source": [ - "# @title 从谷歌云盘恢复pth\n", - "# @markdown 需要自己查看logs文件夹下模型的文件名，手动修改下方命令末尾的文件名\n", - "\n", - "# @markdown 模型名\n", - "MODELNAME = \"lulu\" # @param {type:\"string\"}\n", - "# @markdown 模型epoch\n", - "MODELEPOCH = 7500 # @param {type:\"integer\"}\n", - "\n", - "!mkdir -p /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}\n", - "\n", - "!cp /content/drive/MyDrive/{MODELNAME}_D_{MODELEPOCH}.pth /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/G_{MODELEPOCH}.pth\n", - "!cp /content/drive/MyDrive/{MODELNAME}_G_{MODELEPOCH}.pth /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/D_{MODELEPOCH}.pth\n", - "!cp /content/drive/MyDrive/*.index /content/\n", - "!cp /content/drive/MyDrive/*.npy /content/\n", - "!cp /content/drive/MyDrive/{MODELNAME}{MODELEPOCH}.pth /content/Retrieval-based-Voice-Conversion-WebUI/weights/{MODELNAME}.pth" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "id": "ZKAyuKb9J6dz" - }, - "outputs": [], - "source": [ - "# @title 手动预处理（不推荐）\n", - "# @markdown 模型名\n", - "MODELNAME = \"lulu\" # @param {type:\"string\"}\n", - "# @markdown 采样率\n", - "BITRATE = 48000 # @param {type:\"integer\"}\n", - "# @markdown 使用的进程数\n", - "THREADCOUNT = 8 # @param {type:\"integer\"}\n", - "\n", - "!python3 trainset_preprocess_pipeline_print.py /content/dataset {BITRATE} {THREADCOUNT} logs/{MODELNAME} True" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "id": "CrxJqzAUKmPJ" - }, - "outputs": [], - "source": [ - "# @title 手动提取特征（不推荐）\n", - "# @markdown 模型名\n", - "MODELNAME = \"lulu\" # @param {type:\"string\"}\n", - "# @markdown 使用的进程数\n", - "THREADCOUNT = 8 # @param {type:\"integer\"}\n", - "# @markdown 音高提取算法\n", - "ALGO = \"harvest\" # @param {type:\"string\"}\n", - "\n", - "!python3 extract_f0_print.py logs/{MODELNAME} {THREADCOUNT} {ALGO}\n", - "\n", - "!python3 extract_feature_print.py cpu 1 0 0 logs/{MODELNAME} True" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "id": "IMLPLKOaKj58" - }, - "outputs": [], - "source": [ - "# @title 手动训练（不推荐）\n", - "# @markdown 模型名\n", - "MODELNAME = \"lulu\" # @param {type:\"string\"}\n", - "# @markdown 使用的GPU\n", - "USEGPU = \"0\" # @param {type:\"string\"}\n", - "# @markdown 批大小\n", - "BATCHSIZE = 32 # @param {type:\"integer\"}\n", - "# @markdown 停止的epoch\n", - "MODELEPOCH = 3200 # @param {type:\"integer\"}\n", - "# @markdown 保存epoch间隔\n", - "EPOCHSAVE = 100 # @param {type:\"integer\"}\n", - "# @markdown 采样率\n", - "MODELSAMPLE = \"48k\" # @param {type:\"string\"}\n", - "# @markdown 是否缓存训练集\n", - "CACHEDATA = 1 # @param {type:\"integer\"}\n", - "# @markdown 是否仅保存最新的ckpt文件\n", - "ONLYLATEST = 0 # @param {type:\"integer\"}\n", - "\n", - "!python3 train_nsf_sim_cache_sid_load_pretrain.py -e lulu -sr {MODELSAMPLE} -f0 1 -bs {BATCHSIZE} -g {USEGPU} -te {MODELEPOCH} -se {EPOCHSAVE} -pg pretrained/f0G{MODELSAMPLE}.pth -pd pretrained/f0D{MODELSAMPLE}.pth -l {ONLYLATEST} -c {CACHEDATA}" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "id": "haYA81hySuDl" - }, - "outputs": [], - "source": [ - "# @title 删除其它pth，只留选中的（慎点，仔细看代码）\n", - "# @markdown 模型名\n", - "MODELNAME = \"lulu\" # @param {type:\"string\"}\n", - "# @markdown 选中模型epoch\n", - "MODELEPOCH = 9600 # @param {type:\"integer\"}\n", - "\n", - "!echo \"备份选中的模型。。。\"\n", - "!cp /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/G_{MODELEPOCH}.pth /content/{MODELNAME}_D_{MODELEPOCH}.pth\n", - "!cp /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/D_{MODELEPOCH}.pth /content/{MODELNAME}_G_{MODELEPOCH}.pth\n", - "\n", - "!echo \"正在删除。。。\"\n", - "!ls /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}\n", - "!rm /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/*.pth\n", - "\n", - "!echo \"恢复选中的模型。。。\"\n", - "!mv /content/{MODELNAME}_D_{MODELEPOCH}.pth /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/G_{MODELEPOCH}.pth\n", - "!mv /content/{MODELNAME}_G_{MODELEPOCH}.pth /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/D_{MODELEPOCH}.pth\n", - "\n", - "!echo \"删除完成\"\n", - "!ls /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "id": "QhSiPTVPoIRh" - }, - "outputs": [], - "source": [ - "# @title 清除项目下所有文件，只留选中的模型（慎点，仔细看代码）\n", - "# @markdown 模型名\n", - "MODELNAME = \"lulu\" # @param {type:\"string\"}\n", - "# @markdown 选中模型epoch\n", - "MODELEPOCH = 9600 # @param {type:\"integer\"}\n", - "\n", - "!echo \"备份选中的模型。。。\"\n", - "!cp /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/G_{MODELEPOCH}.pth /content/{MODELNAME}_D_{MODELEPOCH}.pth\n", - "!cp /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/D_{MODELEPOCH}.pth /content/{MODELNAME}_G_{MODELEPOCH}.pth\n", - "\n", - "!echo \"正在删除。。。\"\n", - "!ls /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}\n", - "!rm -rf /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/*\n", - "\n", - "!echo \"恢复选中的模型。。。\"\n", - "!mv /content/{MODELNAME}_D_{MODELEPOCH}.pth /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/G_{MODELEPOCH}.pth\n", - "!mv /content/{MODELNAME}_G_{MODELEPOCH}.pth /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/D_{MODELEPOCH}.pth\n", - "\n", - "!echo \"删除完成\"\n", - "!ls /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}" - ] - } - ], - "metadata": { - "accelerator": "GPU", - "colab": { - "private_outputs": true, - "provenance": [] - }, - "gpuClass": "standard", - "kernelspec": { - "display_name": "Python 3", - "name": "python3" - }, - "language_info": { - "name": "python" - } - }, - "nbformat": 4, - "nbformat_minor": 0 -} diff --git a/docs/en/README.en.md b/docs/en/README.en.md index 4bbb7db..9908241 100644 --- a/docs/en/README.en.md +++ b/docs/en/README.en.md @@ -8,7 +8,8 @@ An easy-to-use Voice Conversion framework based on VITS.


-[![Open In Colab](https://img.shields.io/badge/Colab-F9AB00?style=for-the-badge&logo=googlecolab&color=525252)](https://colab.research.google.com/github/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/Retrieval_based_Voice_Conversion_WebUI.ipynb) +[![RVC v1](https://img.shields.io/badge/RVCv1-F9AB00?style=for-the-badge&logo=googlecolab&color=525252)](https://colab.research.google.com/github/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/tools/ipynb/v1.ipynb) +[![RVC v2](https://img.shields.io/badge/RVCv2-F9AB00?style=for-the-badge&logo=googlecolab&color=525252)](https://colab.research.google.com/github/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/tools/ipynb/v2.ipynb) [![Licence](https://img.shields.io/github/license/RVC-Project/Retrieval-based-Voice-Conversion-WebUI?style=for-the-badge)](https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/LICENSE) [![Huggingface](https://img.shields.io/badge/🤗%20-Spaces-yellow.svg?style=for-the-badge)](https://huggingface.co/lj1995/VoiceConversionWebUI/tree/main/) diff --git a/docs/fr/README.fr.md b/docs/fr/README.fr.md index 1cb6180..d466c93 100644 --- a/docs/fr/README.fr.md +++ b/docs/fr/README.fr.md @@ -8,7 +8,8 @@ Un framework simple et facile à utiliser pour la conversion vocale (modificateu
-[![Open In Colab](https://img.shields.io/badge/Colab-F9AB00?style=for-the-badge&logo=googlecolab&color=525252)](https://colab.research.google.com/github/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/Retrieval_based_Voice_Conversion_WebUI.ipynb) +[![RVC v1](https://img.shields.io/badge/RVCv1-F9AB00?style=for-the-badge&logo=googlecolab&color=525252)](https://colab.research.google.com/github/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/tools/ipynb/v1.ipynb) +[![RVC v2](https://img.shields.io/badge/RVCv2-F9AB00?style=for-the-badge&logo=googlecolab&color=525252)](https://colab.research.google.com/github/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/tools/ipynb/v2.ipynb) [![Licence](https://img.shields.io/badge/LICENSE-MIT-green.svg?style=for-the-badge)](https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/LICENSE) [![Huggingface](https://img.shields.io/badge/🤗%20-Spaces-yellow.svg?style=for-the-badge)](https://huggingface.co/lj1995/VoiceConversionWebUI/tree/main/) diff --git a/docs/jp/README.ja.md b/docs/jp/README.ja.md index ef322a5..4b4c622 100644 --- a/docs/jp/README.ja.md +++ b/docs/jp/README.ja.md @@ -7,7 +7,8 @@ VITSに基づく使いやすい音声変換（voice changer）framework


-[![Open In Colab](https://img.shields.io/badge/Colab-F9AB00?style=for-the-badge&logo=googlecolab&color=525252)](https://colab.research.google.com/github/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/Retrieval_based_Voice_Conversion_WebUI.ipynb) +[![RVC v1](https://img.shields.io/badge/RVCv1-F9AB00?style=for-the-badge&logo=googlecolab&color=525252)](https://colab.research.google.com/github/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/tools/ipynb/v1.ipynb) +[![RVC v2](https://img.shields.io/badge/RVCv2-F9AB00?style=for-the-badge&logo=googlecolab&color=525252)](https://colab.research.google.com/github/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/tools/ipynb/v2.ipynb) [![Licence](https://img.shields.io/badge/LICENSE-MIT-green.svg?style=for-the-badge)](https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/LICENSE) [![Huggingface](https://img.shields.io/badge/🤗%20-Spaces-yellow.svg?style=for-the-badge)](https://huggingface.co/lj1995/VoiceConversionWebUI/tree/main/) diff --git a/docs/kr/README.ko.han.md b/docs/kr/README.ko.han.md index ff227b4..0273b61 100644 --- a/docs/kr/README.ko.han.md +++ b/docs/kr/README.ko.han.md @@ -8,7 +8,8 @@ VITS基盤의 簡單하고使用하기 쉬운音聲變換틀


-[![Open In Colab](https://img.shields.io/badge/Colab-F9AB00?style=for-the-badge&logo=googlecolab&color=525252)](https://colab.research.google.com/github/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/Retrieval_based_Voice_Conversion_WebUI.ipynb) +[![RVC v1](https://img.shields.io/badge/RVCv1-F9AB00?style=for-the-badge&logo=googlecolab&color=525252)](https://colab.research.google.com/github/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/tools/ipynb/v1.ipynb) +[![RVC v2](https://img.shields.io/badge/RVCv2-F9AB00?style=for-the-badge&logo=googlecolab&color=525252)](https://colab.research.google.com/github/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/tools/ipynb/v2.ipynb) [![Licence](https://img.shields.io/github/license/RVC-Project/Retrieval-based-Voice-Conversion-WebUI?style=for-the-badge)](https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/LICENSE) [![Huggingface](https://img.shields.io/badge/🤗%20-Spaces-yellow.svg?style=for-the-badge)](https://huggingface.co/lj1995/VoiceConversionWebUI/tree/main/) diff --git a/docs/kr/README.ko.md b/docs/kr/README.ko.md index d86becc..2ee14b2 100644 --- a/docs/kr/README.ko.md +++ b/docs/kr/README.ko.md @@ -7,7 +7,8 @@ VITS 기반의 간단하고 사용하기 쉬운 음성 변환 프레임워크.
-[![Open In Colab](https://img.shields.io/badge/Colab-F9AB00?style=for-the-badge&logo=googlecolab&color=525252)](https://colab.research.google.com/github/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/Retrieval_based_Voice_Conversion_WebUI.ipynb) +[![RVC v1](https://img.shields.io/badge/RVCv1-F9AB00?style=for-the-badge&logo=googlecolab&color=525252)](https://colab.research.google.com/github/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/tools/ipynb/v1.ipynb) +[![RVC v2](https://img.shields.io/badge/RVCv2-F9AB00?style=for-the-badge&logo=googlecolab&color=525252)](https://colab.research.google.com/github/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/tools/ipynb/v2.ipynb) [![Licence](https://img.shields.io/badge/LICENSE-MIT-green.svg?style=for-the-badge)](https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/LICENSE) [![Huggingface](https://img.shields.io/badge/🤗%20-Spaces-yellow.svg?style=for-the-badge)](https://huggingface.co/lj1995/VoiceConversionWebUI/tree/main/) diff --git a/docs/pt/README.pt.md b/docs/pt/README.pt.md index bc31e60..4b8ec50 100644 --- a/docs/pt/README.pt.md +++ b/docs/pt/README.pt.md @@ -8,7 +8,8 @@ Uma estrutura de conversão de voz fácil de usar baseada em VITS.


-[![Open In Colab](https://img.shields.io/badge/Colab-F9AB00?style=for-the-badge&logo=googlecolab&color=525252)](https://colab.research.google.com/github/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/Retrieval_based_Voice_Conversion_WebUI.ipynb) +[![RVC v1](https://img.shields.io/badge/RVCv1-F9AB00?style=for-the-badge&logo=googlecolab&color=525252)](https://colab.research.google.com/github/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/tools/ipynb/v1.ipynb) +[![RVC v2](https://img.shields.io/badge/RVCv2-F9AB00?style=for-the-badge&logo=googlecolab&color=525252)](https://colab.research.google.com/github/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/tools/ipynb/v2.ipynb) [![Licence](https://img.shields.io/github/license/RVC-Project/Retrieval-based-Voice-Conversion-WebUI?style=for-the-badge)](https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/LICENSE) [![Huggingface](https://img.shields.io/badge/🤗%20-Spaces-yellow.svg?style=for-the-badge)](https://huggingface.co/lj1995/VoiceConversionWebUI/tree/main/) diff --git a/docs/tr/README.tr.md b/docs/tr/README.tr.md index d90c68e..8f93d15 100644 --- a/docs/tr/README.tr.md +++ b/docs/tr/README.tr.md @@ -9,7 +9,8 @@ VITS'e dayalı kullanımı kolay bir Ses Dönüşümü çerçevesi.


-[![Open In Colab](https://img.shields.io/badge/Colab-F9AB00?style=for-the-badge&logo=googlecolab&color=525252)](https://colab.research.google.com/github/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/Retrieval_based_Voice_Conversion_WebUI.ipynb) +[![RVC v1](https://img.shields.io/badge/RVCv1-F9AB00?style=for-the-badge&logo=googlecolab&color=525252)](https://colab.research.google.com/github/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/tools/ipynb/v1.ipynb) +[![RVC v2](https://img.shields.io/badge/RVCv2-F9AB00?style=for-the-badge&logo=googlecolab&color=525252)](https://colab.research.google.com/github/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/tools/ipynb/v2.ipynb) [![Lisans](https://img.shields.io/github/license/RVC-Project/Retrieval-based-Voice-Conversion-WebUI?style=for-the-badge)](https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/LICENSE) [![Huggingface](https://img.shields.io/badge/🤗%20-Spaces-yellow.svg?style=for-the-badge)](https://huggingface.co/lj1995/VoiceConversionWebUI/tree/main/) diff --git a/gui_v1.py b/gui_v1.py index b5b35d4..112fc0a 100644 --- a/gui_v1.py +++ b/gui_v1.py @@ -75,14 +75,11 @@ if __name__ == "__main__": import json import multiprocessing import re - import threading import time - import traceback from multiprocessing import Queue, cpu_count - from queue import Empty import librosa - from tools.torchgate import TorchGate + from infer.modules.gui import TorchGate import numpy as np import FreeSimpleGUI as sg import sounddevice as sd @@ -90,7 +87,7 @@ if __name__ == "__main__": import torch.nn.functional as F import torchaudio.transforms as tat - import tools.rvc_for_realtime as rvc_for_realtime + import infer.lib.rtrvc as rtrvc from i18n.i18n import I18nAuto from configs.config import Config @@ -688,7 +685,7 @@ if __name__ == "__main__": def start_vc(self): torch.cuda.empty_cache() - self.rvc = rvc_for_realtime.RVC( + self.rvc = rtrvc.RVC( self.gui_config.pitch, self.gui_config.pth_path, self.gui_config.index_path, diff --git a/infer/lib/audio.py b/infer/lib/audio.py index a371b07..9b55787 100644 --- a/infer/lib/audio.py +++ b/infer/lib/audio.py @@ -1,8 +1,7 @@ -import platform, os +import platform import ffmpeg import numpy as np import av -from io import BytesIO def wav2(i, o, format): diff --git a/tools/rvc_for_realtime.py b/infer/lib/rtrvc.py similarity index 96% rename from tools/rvc_for_realtime.py rename to infer/lib/rtrvc.py index 9a7399c..aa5b86c 100644 --- a/tools/rvc_for_realtime.py +++ b/infer/lib/rtrvc.py @@ -1,6 +1,5 @@ from io import BytesIO import os -import pickle import sys import traceback from infer.lib import jit @@ -17,13 +16,6 @@ import torch.nn as nn import torch.nn.functional as F import torchcrepe -from infer.lib.infer_pack.models import ( - SynthesizerTrnMs256NSFsid, - SynthesizerTrnMs256NSFsid_nono, - SynthesizerTrnMs768NSFsid, - SynthesizerTrnMs768NSFsid_nono, -) - now_dir = os.getcwd() sys.path.append(now_dir) from multiprocessing import Manager as M diff --git a/tools/torchgate/__init__.py b/infer/modules/gui/__init__.py similarity index 100% rename from tools/torchgate/__init__.py rename to infer/modules/gui/__init__.py diff --git a/tools/torchgate/torchgate.py b/infer/modules/gui/torchgate.py similarity index 100% rename from tools/torchgate/torchgate.py rename to infer/modules/gui/torchgate.py diff --git a/tools/torchgate/utils.py b/infer/modules/gui/utils.py similarity index 100% rename from tools/torchgate/utils.py rename to infer/modules/gui/utils.py diff --git a/tools/calc_rvc_model_similarity.py b/tools/cmd/calc_rvc_model_similarity.py similarity index 100% rename from tools/calc_rvc_model_similarity.py rename to tools/cmd/calc_rvc_model_similarity.py diff --git a/tools/infer/infer-pm-index256.py b/tools/cmd/infer-pm-index256.py similarity index 100% rename from tools/infer/infer-pm-index256.py rename to tools/cmd/infer-pm-index256.py diff --git a/tools/infer_batch_rvc.py b/tools/cmd/infer_batch_rvc.py similarity index 100% rename from tools/infer_batch_rvc.py rename to tools/cmd/infer_batch_rvc.py diff --git a/tools/infer_cli.py b/tools/cmd/infer_cli.py similarity index 100% rename from tools/infer_cli.py rename to tools/cmd/infer_cli.py diff --git a/tools/infer/train-index-v2.py b/tools/cmd/train-index-v2.py similarity index 100% rename from tools/infer/train-index-v2.py rename to tools/cmd/train-index-v2.py diff --git a/tools/infer/train-index.py b/tools/cmd/train-index.py similarity index 100% rename from tools/infer/train-index.py rename to tools/cmd/train-index.py diff --git a/tools/infer/trans_weights.py b/tools/cmd/trans_weights.py similarity index 100% rename from tools/infer/trans_weights.py rename to tools/cmd/trans_weights.py diff --git a/tools/ipynb/v1.ipynb b/tools/ipynb/v1.ipynb new file mode 100644 index 0000000..d4ef933 --- /dev/null +++ b/tools/ipynb/v1.ipynb @@ -0,0 +1,353 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": { + "id": "WHBMn6dOWm-S" + }, + "source": [ + "# [Retrieval-based-Voice-Conversion-WebUI](https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI) Training notebook" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "ZFFCx5J80SGa" + }, + "source": [ + "[![RVC v1](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/tools/colab/v1.ipynb)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "GmFP6bN9dvOq" + }, + "outputs": [], + "source": [ + "# @title 查看显卡\n", + "!nvidia-smi" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "jwu07JgqoFON" + }, + "outputs": [], + "source": [ + "# @title 挂载谷歌云盘\n", + "\n", + "from google.colab import drive\n", + "\n", + "drive.mount(\"/content/drive\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "wjddIFr1oS3W" + }, + "outputs": [], + "source": [ + "# @title 安装依赖\n", + "!apt -y install build-essential python3-dev ffmpeg\n", + "!pip3 install --upgrade setuptools wheel\n", + "!pip3 install --upgrade pip" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "ge_97mfpgqTm" + }, + "outputs": [], + "source": [ + "# @title 克隆仓库\n", + "\n", + "!git clone --depth=1 -b v1 https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI\n", + "%cd /content/Retrieval-based-Voice-Conversion-WebUI" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "BLDEZADkvlw1" + }, + "outputs": [], + "source": [ + "# @title 安装依赖\n", + "!pip install -r requirements.txt" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "pqE0PrnuRqI2" + }, + "outputs": [], + "source": [ + "# @title 下载安装 RVC-Models-Downloader\n", + "!wget https://github.com/RVC-Project/RVC-Models-Downloader/releases/download/v0.2.1/rvcmd_linux_amd64.deb\n", + "!apt install ./rvcmd_linux_amd64.deb" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "UG3XpUwEomUz" + }, + "outputs": [], + "source": [ + "# @title 下载所需资源\n", + "!rvcmd -notrs -w 1 -notui assets/v1\n", + "!rvcmd -notrs -w 1 -notui assets/rmvpe" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "Mwk7Q0Loqzjx" + }, + "outputs": [], + "source": [ + "# @title 从谷歌云盘加载打包好的数据集到/content/dataset\n", + "\n", + "# @markdown 数据集位置\n", + "DATASET = \"/content/drive/MyDrive/mydataset.zip\" # @param {type:\"string\"}\n", + "\n", + "!mkdir -p /content/dataset\n", + "!unzip -d /content/dataset -B {DATASET}" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "PDlFxWHWEynD" + }, + "outputs": [], + "source": [ + "# @title 重命名数据集中的重名文件\n", + "!ls -a /content/dataset/\n", + "!rename 's/(\\w+)\\.(\\w+)~(\\d*)/$1_$3.$2/' /content/dataset/*.*~*" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "7vh6vphDwO0b" + }, + "outputs": [], + "source": [ + "# @title 启动web\n", + "%cd /content/Retrieval-based-Voice-Conversion-WebUI\n", + "# %load_ext tensorboard\n", + "# %tensorboard --logdir /content/Retrieval-based-Voice-Conversion-WebUI/logs\n", + "!python3 infer-web.py --colab --pycmd python3" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "FgJuNeAwx5Y_" + }, + "outputs": [], + "source": [ + "# @title 手动将训练后的模型文件备份到谷歌云盘\n", + "# @markdown 需要自己查看logs文件夹下模型的文件名，手动修改下方命令末尾的文件名\n", + "\n", + "# @markdown 模型名\n", + "MODELNAME = \"mymodel\" # @param {type:\"string\"}\n", + "# @markdown 模型epoch\n", + "MODELEPOCH = 3200 # @param {type:\"integer\"}\n", + "\n", + "!cp /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/G_{MODELEPOCH}.pth /content/drive/MyDrive/{MODELNAME}_D_{MODELEPOCH}.pth\n", + "!cp /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/D_{MODELEPOCH}.pth /content/drive/MyDrive/{MODELNAME}_G_{MODELEPOCH}.pth\n", + "!cp /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/added_*.index /content/drive/MyDrive/\n", + "!cp /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/total_*.npy /content/drive/MyDrive/\n", + "\n", + "!cp /content/Retrieval-based-Voice-Conversion-WebUI/weights/{MODELNAME}.pth /content/drive/MyDrive/{MODELNAME}{MODELEPOCH}.pth" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "OVQoLQJXS7WX" + }, + "outputs": [], + "source": [ + "# @title 从谷歌云盘恢复pth\n", + "# @markdown 需要自己查看logs文件夹下模型的文件名，手动修改下方命令末尾的文件名\n", + "\n", + "# @markdown 模型名\n", + "MODELNAME = \"mymodel\" # @param {type:\"string\"}\n", + "# @markdown 模型epoch\n", + "MODELEPOCH = 3200 # @param {type:\"integer\"}\n", + "\n", + "!mkdir -p /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}\n", + "\n", + "!cp /content/drive/MyDrive/{MODELNAME}_D_{MODELEPOCH}.pth /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/G_{MODELEPOCH}.pth\n", + "!cp /content/drive/MyDrive/{MODELNAME}_G_{MODELEPOCH}.pth /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/D_{MODELEPOCH}.pth\n", + "!cp /content/drive/MyDrive/*.index /content/\n", + "!cp /content/drive/MyDrive/*.npy /content/\n", + "!cp /content/drive/MyDrive/{MODELNAME}{MODELEPOCH}.pth /content/Retrieval-based-Voice-Conversion-WebUI/weights/{MODELNAME}.pth" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "ZKAyuKb9J6dz" + }, + "outputs": [], + "source": [ + "# @title 手动预处理（不推荐）\n", + "# @markdown 模型名\n", + "MODELNAME = \"mymodel\" # @param {type:\"string\"}\n", + "# @markdown 采样率\n", + "BITRATE = 48000 # @param {type:\"integer\"}\n", + "# @markdown 使用的进程数\n", + "THREADCOUNT = 8 # @param {type:\"integer\"}\n", + "\n", + "!python3 trainset_preprocess_pipeline_print.py /content/dataset {BITRATE} {THREADCOUNT} logs/{MODELNAME} True" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "CrxJqzAUKmPJ" + }, + "outputs": [], + "source": [ + "# @title 手动提取特征（不推荐）\n", + "# @markdown 模型名\n", + "MODELNAME = \"mymodel\" # @param {type:\"string\"}\n", + "# @markdown 使用的进程数\n", + "THREADCOUNT = 8 # @param {type:\"integer\"}\n", + "# @markdown 音高提取算法\n", + "ALGO = \"harvest\" # @param {type:\"string\"}\n", + "\n", + "!python3 extract_f0_print.py logs/{MODELNAME} {THREADCOUNT} {ALGO}\n", + "\n", + "!python3 extract_feature_print.py cpu 1 0 0 logs/{MODELNAME} True" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "IMLPLKOaKj58" + }, + "outputs": [], + "source": [ + "# @title 手动训练（不推荐）\n", + "# @markdown 模型名\n", + "MODELNAME = \"mymodel\" # @param {type:\"string\"}\n", + "# @markdown 使用的GPU\n", + "USEGPU = \"0\" # @param {type:\"string\"}\n", + "# @markdown 批大小\n", + "BATCHSIZE = 32 # @param {type:\"integer\"}\n", + "# @markdown 停止的epoch\n", + "MODELEPOCH = 3200 # @param {type:\"integer\"}\n", + "# @markdown 保存epoch间隔\n", + "EPOCHSAVE = 100 # @param {type:\"integer\"}\n", + "# @markdown 采样率\n", + "MODELSAMPLE = \"48k\" # @param {type:\"string\"}\n", + "# @markdown 是否缓存训练集\n", + "CACHEDATA = 1 # @param {type:\"integer\"}\n", + "# @markdown 是否仅保存最新的ckpt文件\n", + "ONLYLATEST = 0 # @param {type:\"integer\"}\n", + "\n", + "!python3 train_nsf_sim_cache_sid_load_pretrain.py -e lulu -sr {MODELSAMPLE} -f0 1 -bs {BATCHSIZE} -g {USEGPU} -te {MODELEPOCH} -se {EPOCHSAVE} -pg pretrained/f0G{MODELSAMPLE}.pth -pd pretrained/f0D{MODELSAMPLE}.pth -l {ONLYLATEST} -c {CACHEDATA}" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "haYA81hySuDl" + }, + "outputs": [], + "source": [ + "# @title 删除其它pth，只留选中的（慎点，仔细看代码）\n", + "# @markdown 模型名\n", + "MODELNAME = \"mymodel\" # @param {type:\"string\"}\n", + "# @markdown 选中模型epoch\n", + "MODELEPOCH = 3200 # @param {type:\"integer\"}\n", + "\n", + "!echo \"备份选中的模型。。。\"\n", + "!cp /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/G_{MODELEPOCH}.pth /content/{MODELNAME}_D_{MODELEPOCH}.pth\n", + "!cp /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/D_{MODELEPOCH}.pth /content/{MODELNAME}_G_{MODELEPOCH}.pth\n", + "\n", + "!echo \"正在删除。。。\"\n", + "!ls /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}\n", + "!rm /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/*.pth\n", + "\n", + "!echo \"恢复选中的模型。。。\"\n", + "!mv /content/{MODELNAME}_D_{MODELEPOCH}.pth /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/G_{MODELEPOCH}.pth\n", + "!mv /content/{MODELNAME}_G_{MODELEPOCH}.pth /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/D_{MODELEPOCH}.pth\n", + "\n", + "!echo \"删除完成\"\n", + "!ls /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "QhSiPTVPoIRh" + }, + "outputs": [], + "source": [ + "# @title 清除项目下所有文件，只留选中的模型（慎点，仔细看代码）\n", + "# @markdown 模型名\n", + "MODELNAME = \"mymodel\" # @param {type:\"string\"}\n", + "# @markdown 选中模型epoch\n", + "MODELEPOCH = 3200 # @param {type:\"integer\"}\n", + "\n", + "!echo \"备份选中的模型。。。\"\n", + "!cp /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/G_{MODELEPOCH}.pth /content/{MODELNAME}_D_{MODELEPOCH}.pth\n", + "!cp /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/D_{MODELEPOCH}.pth /content/{MODELNAME}_G_{MODELEPOCH}.pth\n", + "\n", + "!echo \"正在删除。。。\"\n", + "!ls /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}\n", + "!rm -rf /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/*\n", + "\n", + "!echo \"恢复选中的模型。。。\"\n", + "!mv /content/{MODELNAME}_D_{MODELEPOCH}.pth /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/G_{MODELEPOCH}.pth\n", + "!mv /content/{MODELNAME}_G_{MODELEPOCH}.pth /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/D_{MODELEPOCH}.pth\n", + "\n", + "!echo \"删除完成\"\n", + "!ls /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}" + ] + } + ], + "metadata": { + "colab": { + "private_outputs": true, + "provenance": [] + }, + "kernelspec": { + "display_name": "Python 3", + "name": "python3" + }, + "language_info": { + "name": "python" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} \ No newline at end of file diff --git a/tools/ipynb/v2.ipynb b/tools/ipynb/v2.ipynb new file mode 100644 index 0000000..1275311 --- /dev/null +++ b/tools/ipynb/v2.ipynb @@ -0,0 +1,352 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": { + "id": "QTSdqTqGcbyr" + }, + "source": [ + "# [Retrieval-based-Voice-Conversion-WebUI](https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI) Training notebook" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "ZFFCx5J80SGa" + }, + "source": [ + "[![RVC v2](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/tools/colab/v2.ipynb)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "GmFP6bN9dvOq" + }, + "outputs": [], + "source": [ + "# @title #查看显卡\n", + "!nvidia-smi" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "jwu07JgqoFON" + }, + "outputs": [], + "source": [ + "# @title 挂载谷歌云盘\n", + "\n", + "from google.colab import drive\n", + "\n", + "drive.mount(\"/content/drive\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "wjddIFr1oS3W" + }, + "outputs": [], + "source": [ + "# @title #安装依赖\n", + "!apt -y install build-essential python3-dev ffmpeg\n", + "!pip3 install --upgrade setuptools wheel\n", + "!pip3 install --upgrade pip" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "ge_97mfpgqTm" + }, + "outputs": [], + "source": [ + "# @title #克隆仓库\n", + "\n", + "!git clone --depth=1 -b v2.2 https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI\n", + "%cd /content/Retrieval-based-Voice-Conversion-WebUI" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "BLDEZADkvlw1" + }, + "outputs": [], + "source": [ + "# @title 安装依赖\n", + "!pip install -r requirements.txt" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "pqE0PrnuRqI2" + }, + "outputs": [], + "source": [ + "# @title 下载安装 RVC-Models-Downloader\n", + "!wget https://github.com/RVC-Project/RVC-Models-Downloader/releases/download/v0.2.1/rvcmd_linux_amd64.deb\n", + "!apt install ./rvcmd_linux_amd64.deb" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "UG3XpUwEomUz" + }, + "outputs": [], + "source": [ + "# @title 下载所需资源\n", + "!rvcmd -notrs -w 1 -notui assets/all" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "Mwk7Q0Loqzjx" + }, + "outputs": [], + "source": [ + "# @title #从谷歌云盘加载打包好的数据集到/content/dataset\n", + "\n", + "# @markdown 数据集位置\n", + "DATASET = \"/content/drive/MyDrive/mydataset.zip\" # @param {type:\"string\"}\n", + "\n", + "!mkdir -p /content/dataset\n", + "!unzip -d /content/dataset -B {DATASET}" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "PDlFxWHWEynD" + }, + "outputs": [], + "source": [ + "# @title #重命名数据集中的重名文件\n", + "!ls -a /content/dataset/\n", + "!rename 's/(\\w+)\\.(\\w+)~(\\d*)/$1_$3.$2/' /content/dataset/*.*~*" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "7vh6vphDwO0b" + }, + "outputs": [], + "source": [ + "# @title #启动webui\n", + "%cd /content/Retrieval-based-Voice-Conversion-WebUI\n", + "# %load_ext tensorboard\n", + "# %tensorboard --logdir /content/Retrieval-based-Voice-Conversion-WebUI/logs\n", + "!python3 infer-web.py --colab --pycmd python3" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "FgJuNeAwx5Y_" + }, + "outputs": [], + "source": [ + "# @title #手动将训练后的模型文件备份到谷歌云盘\n", + "# @markdown #需要自己查看logs文件夹下模型的文件名，手动修改下方命令末尾的文件名\n", + "\n", + "# @markdown #模型名\n", + "MODELNAME = \"mymodel\" # @param {type:\"string\"}\n", + "# @markdown #模型epoch\n", + "MODELEPOCH = 3200 # @param {type:\"integer\"}\n", + "\n", + "!cp /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/G_{MODELEPOCH}.pth /content/drive/MyDrive/{MODELNAME}_D_{MODELEPOCH}.pth\n", + "!cp /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/D_{MODELEPOCH}.pth /content/drive/MyDrive/{MODELNAME}_G_{MODELEPOCH}.pth\n", + "!cp /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/added_*.index /content/drive/MyDrive/\n", + "!cp /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/total_*.npy /content/drive/MyDrive/\n", + "\n", + "!cp /content/Retrieval-based-Voice-Conversion-WebUI/weights/{MODELNAME}.pth /content/drive/MyDrive/{MODELNAME}{MODELEPOCH}.pth" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "OVQoLQJXS7WX" + }, + "outputs": [], + "source": [ + "# @title 从谷歌云盘恢复pth\n", + "# @markdown 需要自己查看logs文件夹下模型的文件名，手动修改下方命令末尾的文件名\n", + "\n", + "# @markdown 模型名\n", + "MODELNAME = \"mymodel\" # @param {type:\"string\"}\n", + "# @markdown 模型epoch\n", + "MODELEPOCH = 3200 # @param {type:\"integer\"}\n", + "\n", + "!mkdir -p /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}\n", + "\n", + "!cp /content/drive/MyDrive/{MODELNAME}_D_{MODELEPOCH}.pth /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/G_{MODELEPOCH}.pth\n", + "!cp /content/drive/MyDrive/{MODELNAME}_G_{MODELEPOCH}.pth /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/D_{MODELEPOCH}.pth\n", + "!cp /content/drive/MyDrive/*.index /content/\n", + "!cp /content/drive/MyDrive/*.npy /content/\n", + "!cp /content/drive/MyDrive/{MODELNAME}{MODELEPOCH}.pth /content/Retrieval-based-Voice-Conversion-WebUI/weights/{MODELNAME}.pth" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "ZKAyuKb9J6dz" + }, + "outputs": [], + "source": [ + "# @title 手动预处理（不推荐）\n", + "# @markdown 模型名\n", + "MODELNAME = \"mymodel\" # @param {type:\"string\"}\n", + "# @markdown 采样率\n", + "BITRATE = 48000 # @param {type:\"integer\"}\n", + "# @markdown 使用的进程数\n", + "THREADCOUNT = 8 # @param {type:\"integer\"}\n", + "\n", + "!python3 trainset_preprocess_pipeline_print.py /content/dataset {BITRATE} {THREADCOUNT} logs/{MODELNAME} True" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "CrxJqzAUKmPJ" + }, + "outputs": [], + "source": [ + "# @title 手动提取特征（不推荐）\n", + "# @markdown 模型名\n", + "MODELNAME = \"mymodel\" # @param {type:\"string\"}\n", + "# @markdown 使用的进程数\n", + "THREADCOUNT = 8 # @param {type:\"integer\"}\n", + "# @markdown 音高提取算法\n", + "ALGO = \"harvest\" # @param {type:\"string\"}\n", + "\n", + "!python3 extract_f0_print.py logs/{MODELNAME} {THREADCOUNT} {ALGO}\n", + "\n", + "!python3 extract_feature_print.py cpu 1 0 0 logs/{MODELNAME} True" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "IMLPLKOaKj58" + }, + "outputs": [], + "source": [ + "# @title 手动训练（不推荐）\n", + "# @markdown 模型名\n", + "MODELNAME = \"mymodel\" # @param {type:\"string\"}\n", + "# @markdown 使用的GPU\n", + "USEGPU = \"0\" # @param {type:\"string\"}\n", + "# @markdown 批大小\n", + "BATCHSIZE = 32 # @param {type:\"integer\"}\n", + "# @markdown 停止的epoch\n", + "MODELEPOCH = 3200 # @param {type:\"integer\"}\n", + "# @markdown 保存epoch间隔\n", + "EPOCHSAVE = 100 # @param {type:\"integer\"}\n", + "# @markdown 采样率\n", + "MODELSAMPLE = \"48k\" # @param {type:\"string\"}\n", + "# @markdown 是否缓存训练集\n", + "CACHEDATA = 1 # @param {type:\"integer\"}\n", + "# @markdown 是否仅保存最新的ckpt文件\n", + "ONLYLATEST = 0 # @param {type:\"integer\"}\n", + "\n", + "!python3 train_nsf_sim_cache_sid_load_pretrain.py -e lulu -sr {MODELSAMPLE} -f0 1 -bs {BATCHSIZE} -g {USEGPU} -te {MODELEPOCH} -se {EPOCHSAVE} -pg pretrained/f0G{MODELSAMPLE}.pth -pd pretrained/f0D{MODELSAMPLE}.pth -l {ONLYLATEST} -c {CACHEDATA}" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "haYA81hySuDl" + }, + "outputs": [], + "source": [ + "# @title 删除其它pth，只留选中的（慎点，仔细看代码）\n", + "# @markdown 模型名\n", + "MODELNAME = \"mymodel\" # @param {type:\"string\"}\n", + "# @markdown 选中模型epoch\n", + "MODELEPOCH = 3200 # @param {type:\"integer\"}\n", + "\n", + "!echo \"备份选中的模型。。。\"\n", + "!cp /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/G_{MODELEPOCH}.pth /content/{MODELNAME}_D_{MODELEPOCH}.pth\n", + "!cp /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/D_{MODELEPOCH}.pth /content/{MODELNAME}_G_{MODELEPOCH}.pth\n", + "\n", + "!echo \"正在删除。。。\"\n", + "!ls /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}\n", + "!rm /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/*.pth\n", + "\n", + "!echo \"恢复选中的模型。。。\"\n", + "!mv /content/{MODELNAME}_D_{MODELEPOCH}.pth /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/G_{MODELEPOCH}.pth\n", + "!mv /content/{MODELNAME}_G_{MODELEPOCH}.pth /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/D_{MODELEPOCH}.pth\n", + "\n", + "!echo \"删除完成\"\n", + "!ls /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "QhSiPTVPoIRh" + }, + "outputs": [], + "source": [ + "# @title 清除项目下所有文件，只留选中的模型（慎点，仔细看代码）\n", + "# @markdown 模型名\n", + "MODELNAME = \"mymodel\" # @param {type:\"string\"}\n", + "# @markdown 选中模型epoch\n", + "MODELEPOCH = 3200 # @param {type:\"integer\"}\n", + "\n", + "!echo \"备份选中的模型。。。\"\n", + "!cp /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/G_{MODELEPOCH}.pth /content/{MODELNAME}_D_{MODELEPOCH}.pth\n", + "!cp /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/D_{MODELEPOCH}.pth /content/{MODELNAME}_G_{MODELEPOCH}.pth\n", + "\n", + "!echo \"正在删除。。。\"\n", + "!ls /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}\n", + "!rm -rf /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/*\n", + "\n", + "!echo \"恢复选中的模型。。。\"\n", + "!mv /content/{MODELNAME}_D_{MODELEPOCH}.pth /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/G_{MODELEPOCH}.pth\n", + "!mv /content/{MODELNAME}_G_{MODELEPOCH}.pth /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/D_{MODELEPOCH}.pth\n", + "\n", + "!echo \"删除完成\"\n", + "!ls /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}" + ] + } + ], + "metadata": { + "colab": { + "private_outputs": true, + "provenance": [] + }, + "kernelspec": { + "display_name": "Python 3", + "name": "python3" + }, + "language_info": { + "name": "python" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} \ No newline at end of file diff --git a/tools/export_onnx.py b/tools/onnx/export_onnx.py similarity index 100% rename from tools/export_onnx.py rename to tools/onnx/export_onnx.py diff --git a/tools/onnx_inference_demo.py b/tools/onnx/onnx_inference_demo.py similarity index 89% rename from tools/onnx_inference_demo.py rename to tools/onnx/onnx_inference_demo.py index 5ba12ae..67f4371 100644 --- a/tools/onnx_inference_demo.py +++ b/tools/onnx/onnx_inference_demo.py @@ -1,6 +1,6 @@ import soundfile -from ..infer.lib.infer_pack.onnx_inference import OnnxRVC +from infer.lib.infer_pack.onnx_inference import OnnxRVC hop_size = 512 sampling_rate = 40000 # 采样率 diff --git a/tools/app.py b/tools/web/infer-only.py similarity index 100% rename from tools/app.py rename to tools/web/infer-only.py diff --git a/venv.sh b/venv.sh deleted file mode 100755 index 577283b..0000000 --- a/venv.sh +++ /dev/null @@ -1,3 +0,0 @@ -#!/bin/sh - -python3.8 -m venv .venv