mirror of
https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI.git
synced 2024-12-29 19:15:04 +08:00
update colab notebooks (#1023)
This commit is contained in:
Rice Cake
GitHub
parent
56917dbeca
commit
99e7993625
@ -1,30 +1,22 @@
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{
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"nbformat": 4,
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"nbformat_minor": 0,
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"metadata": {
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"colab": {
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"private_outputs": true,
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"provenance": []
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},
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"kernelspec": {
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"name": "python3",
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"display_name": "Python 3"
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},
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"language_info": {
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"name": "python"
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},
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"accelerator": "GPU",
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"gpuClass": "standard"
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},
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"cells": [
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{
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"attachments": {},
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"[](https://colab.research.google.com/github/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/Retrieval_based_Voice_Conversion_WebUI.ipynb)"
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],
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"# [Retrieval-based-Voice-Conversion-WebUI](https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI) Training notebook"
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]
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},
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{
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"attachments": {},
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"cell_type": "markdown",
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"metadata": {
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"id": "ZFFCx5J80SGa"
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}
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},
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"source": [
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"[](https://colab.research.google.com/github/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/Retrieval_based_Voice_Conversion_WebUI.ipynb)"
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]
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},
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{
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"cell_type": "code",
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@ -40,60 +32,80 @@
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {
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"id": "jwu07JgqoFON"
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},
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"outputs": [],
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"source": [
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"# @title 挂载谷歌云盘\n",
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"\n",
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"from google.colab import drive\n",
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"\n",
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"drive.mount(\"/content/drive\")"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {
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"id": "wjddIFr1oS3W"
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},
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"outputs": [],
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"source": [
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"# @title 安装依赖\n",
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"!apt-get -y install build-essential python3-dev ffmpeg\n",
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"!pip3 install --upgrade setuptools wheel\n",
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"!pip3 install --upgrade pip\n",
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"!pip3 install faiss-cpu==1.7.2 fairseq gradio==3.14.0 ffmpeg ffmpeg-python praat-parselmouth pyworld numpy==1.23.5 numba==0.56.4 librosa==0.9.2"
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],
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"metadata": {
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"id": "wjddIFr1oS3W"
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},
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"execution_count": null,
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"outputs": []
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {
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"id": "ge_97mfpgqTm"
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},
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"outputs": [],
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"source": [
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"# @title 克隆仓库\n",
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"\n",
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"!git clone --depth=1 -b stable https://github.com/fumiama/Retrieval-based-Voice-Conversion-WebUI\n",
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"%cd /content/Retrieval-based-Voice-Conversion-WebUI\n",
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"!mkdir -p pretrained uvr5_weights"
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],
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"metadata": {
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"id": "ge_97mfpgqTm"
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},
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"execution_count": null,
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"outputs": []
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]
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},
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{
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"cell_type": "code",
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"source": [
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"# @title 更新仓库（一般无需执行）\n",
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"!git pull"
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],
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"execution_count": null,
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"metadata": {
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"id": "BLDEZADkvlw1"
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},
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"execution_count": null,
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"outputs": []
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"outputs": [],
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"source": [
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"# @title 更新仓库（一般无需执行）\n",
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"!git pull"
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]
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},
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{
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"cell_type": "code",
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"source": [
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"# @title 安装aria2\n",
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"!apt -y install -qq aria2"
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],
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"execution_count": null,
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"metadata": {
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"id": "pqE0PrnuRqI2"
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},
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"execution_count": null,
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"outputs": []
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"outputs": [],
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"source": [
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"# @title 安装aria2\n",
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"!apt -y install -qq aria2"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {
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"id": "UG3XpUwEomUz"
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},
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"outputs": [],
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"source": [
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"# @title 下载底模\n",
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"!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",
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@ -108,55 +120,50 @@
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"!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",
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"!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",
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"!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"
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],
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"metadata": {
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"id": "UG3XpUwEomUz"
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},
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"execution_count": null,
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"outputs": []
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {
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"id": "HugjmZqZRuiF"
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},
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"outputs": [],
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"source": [
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"# @title 下载人声分离模型\n",
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"!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",
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"!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"
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],
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"metadata": {
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"id": "HugjmZqZRuiF"
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},
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"execution_count": null,
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"outputs": []
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]
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},
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{
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"cell_type": "code",
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"source": [
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"# @title 下载hubert_base\n",
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"!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"
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],
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"execution_count": null,
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"metadata": {
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"id": "2RCaT9FTR0ej"
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},
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"execution_count": null,
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"outputs": []
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},
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{
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"cell_type": "code",
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"outputs": [],
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"source": [
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"# @title 挂载谷歌云盘\n",
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"\n",
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"from google.colab import drive\n",
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"\n",
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"drive.mount(\"/content/drive\")"
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],
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"metadata": {
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"id": "jwu07JgqoFON"
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},
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"execution_count": null,
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"outputs": []
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"# @title 下载hubert_base\n",
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"!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"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"# @title #下载rmvpe模型\n",
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"!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"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {
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"id": "Mwk7Q0Loqzjx"
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},
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"outputs": [],
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"source": [
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"# @title 从谷歌云盘加载打包好的数据集到/content/dataset\n",
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"\n",
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@ -167,43 +174,43 @@
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"\n",
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"!mkdir -p /content/dataset\n",
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"!unzip -d /content/dataset -B {DATASET}"
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],
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"metadata": {
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"id": "Mwk7Q0Loqzjx"
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},
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"execution_count": null,
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"outputs": []
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {
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"id": "PDlFxWHWEynD"
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},
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"outputs": [],
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"source": [
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"# @title 重命名数据集中的重名文件\n",
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"!ls -a /content/dataset/\n",
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"!rename 's/(\\w+)\\.(\\w+)~(\\d*)/$1_$3.$2/' /content/dataset/*.*~*"
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],
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"metadata": {
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"id": "PDlFxWHWEynD"
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},
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"execution_count": null,
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"outputs": []
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {
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"id": "7vh6vphDwO0b"
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},
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"outputs": [],
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"source": [
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"# @title 启动web\n",
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"%cd /content/Retrieval-based-Voice-Conversion-WebUI\n",
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"# %load_ext tensorboard\n",
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"# %tensorboard --logdir /content/Retrieval-based-Voice-Conversion-WebUI/logs\n",
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"!python3 infer-web.py --colab --pycmd python3"
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],
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"metadata": {
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"id": "7vh6vphDwO0b"
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},
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"execution_count": null,
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"outputs": []
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {
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"id": "FgJuNeAwx5Y_"
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},
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"outputs": [],
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"source": [
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"# @title 手动将训练后的模型文件备份到谷歌云盘\n",
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"# @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",
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@ -219,15 +226,15 @@
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"!cp /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/total_*.npy /content/drive/MyDrive/\n",
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"\n",
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"!cp /content/Retrieval-based-Voice-Conversion-WebUI/weights/{MODELNAME}.pth /content/drive/MyDrive/{MODELNAME}{MODELEPOCH}.pth"
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],
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"metadata": {
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"id": "FgJuNeAwx5Y_"
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},
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"execution_count": null,
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"outputs": []
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {
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"id": "OVQoLQJXS7WX"
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},
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"outputs": [],
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"source": [
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"# @title 从谷歌云盘恢复pth\n",
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"# @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",
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@ -244,15 +251,15 @@
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"!cp /content/drive/MyDrive/*.index /content/\n",
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"!cp /content/drive/MyDrive/*.npy /content/\n",
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"!cp /content/drive/MyDrive/{MODELNAME}{MODELEPOCH}.pth /content/Retrieval-based-Voice-Conversion-WebUI/weights/{MODELNAME}.pth"
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],
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"metadata": {
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"id": "OVQoLQJXS7WX"
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},
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"execution_count": null,
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"outputs": []
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {
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"id": "ZKAyuKb9J6dz"
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},
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"outputs": [],
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"source": [
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"# @title 手动预处理（不推荐）\n",
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"# @markdown 模型名\n",
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"THREADCOUNT = 8 # @param {type:\"integer\"}\n",
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"\n",
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"!python3 trainset_preprocess_pipeline_print.py /content/dataset {BITRATE} {THREADCOUNT} logs/{MODELNAME} True"
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],
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"metadata": {
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"id": "ZKAyuKb9J6dz"
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},
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"execution_count": null,
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"outputs": []
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {
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"id": "CrxJqzAUKmPJ"
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},
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"outputs": [],
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"source": [
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"# @title 手动提取特征（不推荐）\n",
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"# @markdown 模型名\n",
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"!python3 extract_f0_print.py logs/{MODELNAME} {THREADCOUNT} {ALGO}\n",
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"\n",
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"!python3 extract_feature_print.py cpu 1 0 0 logs/{MODELNAME}"
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],
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"metadata": {
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"id": "CrxJqzAUKmPJ"
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},
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"execution_count": null,
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"outputs": []
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {
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"id": "IMLPLKOaKj58"
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},
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"outputs": [],
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"source": [
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"# @title 手动训练（不推荐）\n",
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"# @markdown 模型名\n",
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"ONLYLATEST = 0 # @param {type:\"integer\"}\n",
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"\n",
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"!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}"
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],
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"metadata": {
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"id": "IMLPLKOaKj58"
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},
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"execution_count": null,
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"outputs": []
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {
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"id": "haYA81hySuDl"
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},
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"outputs": [],
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"source": [
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"# @title 删除其它pth，只留选中的（慎点，仔细看代码）\n",
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"# @markdown 模型名\n",
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@ -343,15 +350,15 @@
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"\n",
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"!echo \"删除完成\"\n",
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"!ls /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}"
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],
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"metadata": {
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"id": "haYA81hySuDl"
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},
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"execution_count": null,
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"outputs": []
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {
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"id": "QhSiPTVPoIRh"
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},
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"outputs": [],
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"source": [
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"# @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",
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"# @markdown 模型名\n",
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@ -373,12 +380,24 @@
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"\n",
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"!echo \"删除完成\"\n",
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"!ls /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}"
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]
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}
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],
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"metadata": {
|
||||
"id": "QhSiPTVPoIRh"
|
||||
"accelerator": "GPU",
|
||||
"colab": {
|
||||
"private_outputs": true,
|
||||
"provenance": []
|
||||
},
|
||||
"execution_count": null,
|
||||
"outputs": []
|
||||
"gpuClass": "standard",
|
||||
"kernelspec": {
|
||||
"display_name": "Python 3",
|
||||
"name": "python3"
|
||||
},
|
||||
"language_info": {
|
||||
"name": "python"
|
||||
}
|
||||
]
|
||||
},
|
||||
"nbformat": 4,
|
||||
"nbformat_minor": 0
|
||||
}
|
||||
|
||||
@ -1,5 +1,13 @@
|
||||
{
|
||||
"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",
|
||||
@ -18,10 +26,25 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# @title 查看显卡\n",
|
||||
"# @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,
|
||||
@ -30,7 +53,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# @title 安装依赖\n",
|
||||
"# @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",
|
||||
@ -45,7 +68,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# @title 克隆仓库\n",
|
||||
"# @title #克隆仓库\n",
|
||||
"\n",
|
||||
"!mkdir Retrieval-based-Voice-Conversion-WebUI\n",
|
||||
"%cd /content/Retrieval-based-Voice-Conversion-WebUI\n",
|
||||
@ -63,7 +86,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# @title 更新仓库（一般无需执行）\n",
|
||||
"# @title #更新仓库（一般无需执行）\n",
|
||||
"!git pull"
|
||||
]
|
||||
},
|
||||
@ -75,7 +98,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# @title 安装aria2\n",
|
||||
"# @title #安装aria2\n",
|
||||
"!apt -y install -qq aria2"
|
||||
]
|
||||
},
|
||||
@ -126,7 +149,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# @title 下载人声分离模型\n",
|
||||
"# @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"
|
||||
]
|
||||
@ -139,23 +162,18 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# @title 下载hubert_base\n",
|
||||
"# @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": {
|
||||
"id": "jwu07JgqoFON"
|
||||
},
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# @title 挂载谷歌云盘\n",
|
||||
"\n",
|
||||
"from google.colab import drive\n",
|
||||
"\n",
|
||||
"drive.mount(\"/content/drive\")"
|
||||
"# @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"
|
||||
]
|
||||
},
|
||||
{
|
||||
@ -166,7 +184,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# @title 从谷歌云盘加载打包好的数据集到/content/dataset\n",
|
||||
"# @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",
|
||||
@ -185,7 +203,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# @title 重命名数据集中的重名文件\n",
|
||||
"# @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/*.*~*"
|
||||
]
|
||||
@ -198,7 +216,7 @@
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# @title 启动web\n",
|
||||
"# @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",
|
||||
@ -213,12 +231,12 @@
|
||||
},
|
||||
"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",
|
||||
"# @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",
|
||||
"# @markdown #模型名\n",
|
||||
"MODELNAME = \"lulu\" # @param {type:\"string\"}\n",
|
||||
"# @markdown 模型epoch\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",
|
||||
|
||||
Loading…
Reference in New Issue
Block a user