feat(all): optimize hierarchy of files

LICENSE

@@ -1,8 +1,8 @@
 MIT License
 
-Copyright (c) 2023 liujing04
+Copyright (c) 2023-2024 liujing04
-Copyright (c) 2023 源文雨
+Copyright (c) 2023-2024 fumiama
-Copyright (c) 2023 Ftps
+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

README.md

@@ -8,7 +8,8 @@
 
 <img src="https://counter.seku.su/cmoe?name=rvc&theme=r34" /><br>
 
-[![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/)
 

Retrieval_based_Voice_Conversion_WebUI.ipynb

@@ -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
-}

Retrieval_based_Voice_Conversion_WebUI_v2.ipynb

@@ -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
-}

docs/en/README.en.md

@@ -8,7 +8,8 @@ An easy-to-use Voice Conversion framework based on VITS.<br><br>
 
 <img src="https://counter.seku.su/cmoe?name=rvc&theme=r34" /><br>
   
-[![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/)
 

docs/fr/README.fr.md

@@ -8,7 +8,8 @@ Un framework simple et facile à utiliser pour la conversion vocale (modificateu
 
 <img src="https://counter.seku.su/cmoe?name=rvc&theme=r34" /><br>
 
-[![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/)
 

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<br><br>
 
 <img src="https://counter.seku.su/cmoe?name=rvc&theme=r34" /><br>
 
-[![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/)
 

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<br><br>
 
 <img src="https://counter.seku.su/cmoe?name=rvc&theme=r34" /><br>
   
-[![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/)
 

docs/kr/README.ko.md

@@ -7,7 +7,8 @@ VITS 기반의 간단하고 사용하기 쉬운 음성 변환 프레임워크.<b
 
 <img src="https://counter.seku.su/cmoe?name=rvc&theme=r34" /><br>
 
-[![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/)
 

docs/pt/README.pt.md

@@ -8,7 +8,8 @@ Uma estrutura de conversão de voz fácil de usar baseada em VITS.<br><br>
 
 <img src="https://counter.seku.su/cmoe?name=rvc&theme=r34" /><br>
   
-[![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/)
 

docs/tr/README.tr.md

@@ -9,7 +9,8 @@ VITS'e dayalı kullanımı kolay bir Ses Dönüşümü çerçevesi.<br><br>
 
 <img src="https://counter.seku.su/cmoe?name=rvc&theme=r34" /><br>
   
-[![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/)
 

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,

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):

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

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
+}

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
+}

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

venv.sh

@@ -1,3 +0,0 @@
-#!/bin/sh
-
-python3.8 -m venv .venv