From 87f344b5af059096f55c55aadba0647b041fee62 Mon Sep 17 00:00:00 2001 From: Justin John <34035011+justinjohn0306@users.noreply.github.com> Date: Mon, 19 Jun 2023 19:45:00 -0700 Subject: [PATCH] Delete Retrieval_based_Voice_Conversion_WebUI.ipynb --- ...trieval_based_Voice_Conversion_WebUI.ipynb | 381 ------------------ 1 file changed, 381 deletions(-) delete mode 100644 voice_conversion/Retrieval_based_Voice_Conversion_WebUI.ipynb diff --git a/voice_conversion/Retrieval_based_Voice_Conversion_WebUI.ipynb b/voice_conversion/Retrieval_based_Voice_Conversion_WebUI.ipynb deleted file mode 100644 index d1c95b2..0000000 --- a/voice_conversion/Retrieval_based_Voice_Conversion_WebUI.ipynb +++ /dev/null @@ -1,381 +0,0 @@ -{ - "nbformat": 4, - "nbformat_minor": 0, - "metadata": { - "colab": { - "private_outputs": true, - "provenance": [] - }, - "kernelspec": { - "name": "python3", - "display_name": "Python 3" - }, - "language_info": { - "name": "python" - }, - "accelerator": "GPU", - "gpuClass": "standard" - }, - "cells": [ - { - "cell_type": "markdown", - "source": [ - "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/liujing04/Retrieval-based-Voice-Conversion-WebUI/blob/main/Retrieval_based_Voice_Conversion_WebUI.ipynb)" - ], - "metadata": { - "id": "ZFFCx5J80SGa" - } - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "id": "GmFP6bN9dvOq" - }, - "outputs": [], - "source": [ - "#@title 查看显卡\n", - "!nvidia-smi" - ] - }, - { - "cell_type": "code", - "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==3.14.0 ffmpeg ffmpeg-python praat-parselmouth pyworld numpy==1.23.5 numba==0.56.4 librosa==0.9.2" - ], - "metadata": { - "id": "wjddIFr1oS3W" - }, - "execution_count": null, - "outputs": [] - }, - { - "cell_type": "code", - "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" - ], - "metadata": { - "id": "ge_97mfpgqTm" - }, - "execution_count": null, - "outputs": [] - }, - { - "cell_type": "code", - "source": [ - "#@title 更新仓库（一般无需执行）\n", - "!git pull" - ], - "metadata": { - "id": "BLDEZADkvlw1" - }, - "execution_count": null, - "outputs": [] - }, - { - "cell_type": "code", - "source": [ - "#@title 安装aria2\n", - "!apt -y install -qq aria2" - ], - "metadata": { - "id": "pqE0PrnuRqI2" - }, - "execution_count": null, - "outputs": [] - }, - { - "cell_type": "code", - "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" - ], - "metadata": { - "id": "UG3XpUwEomUz" - }, - "execution_count": null, - "outputs": [] - }, - { - "cell_type": "code", - "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" - ], - "metadata": { - "id": "HugjmZqZRuiF" - }, - "execution_count": null, - "outputs": [] - }, - { - "cell_type": "code", - "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" - ], - "metadata": { - "id": "2RCaT9FTR0ej" - }, - "execution_count": null, - "outputs": [] - }, - { - "cell_type": "code", - "source": [ - "#@title 挂载谷歌云盘\n", - "\n", - "from google.colab import drive\n", - "drive.mount('/content/drive')" - ], - "metadata": { - "id": "jwu07JgqoFON" - }, - "execution_count": null, - "outputs": [] - }, - { - "cell_type": "code", - "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/dataset/lulu20230327_32k.zip\" #@param {type:\"string\"}\n", - "\n", - "!mkdir -p /content/dataset\n", - "!unzip -d /content/dataset -B {DATASET}" - ], - "metadata": { - "id": "Mwk7Q0Loqzjx" - }, - "execution_count": null, - "outputs": [] - }, - { - "cell_type": "code", - "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/*.*~*" - ], - "metadata": { - "id": "PDlFxWHWEynD" - }, - "execution_count": null, - "outputs": [] - }, - { - "cell_type": "code", - "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" - ], - "metadata": { - "id": "7vh6vphDwO0b" - }, - "execution_count": null, - "outputs": [] - }, - { - "cell_type": "code", - "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" - ], - "metadata": { - "id": "FgJuNeAwx5Y_" - }, - "execution_count": null, - "outputs": [] - }, - { - "cell_type": "code", - "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" - ], - "metadata": { - "id": "OVQoLQJXS7WX" - }, - "execution_count": null, - "outputs": [] - }, - { - "cell_type": "code", - "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\n" - ], - "metadata": { - "id": "ZKAyuKb9J6dz" - }, - "execution_count": null, - "outputs": [] - }, - { - "cell_type": "code", - "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}\n" - ], - "metadata": { - "id": "CrxJqzAUKmPJ" - }, - "execution_count": null, - "outputs": [] - }, - { - "cell_type": "code", - "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}\n" - ], - "metadata": { - "id": "IMLPLKOaKj58" - }, - "execution_count": null, - "outputs": [] - }, - { - "cell_type": "code", - "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}" - ], - "metadata": { - "id": "haYA81hySuDl" - }, - "execution_count": null, - "outputs": [] - }, - { - "cell_type": "code", - "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": { - "id": "QhSiPTVPoIRh" - }, - "execution_count": null, - "outputs": [] - } - ] -}