👷 Use black[jupyter] (#847)
* 👷 Use black[jupyter] * 👷 Add missing matrix
This commit is contained in:
Nato Boram
GitHub
parent
18067aa85d
commit
ffc99dbd32
16
.github/workflows/pull_format.yml
vendored
16
.github/workflows/pull_format.yml
vendored
@ -4,10 +4,19 @@ on: [pull_request]
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permissions:
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permissions:
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contents: write
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contents: write
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jobs:
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jobs:
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pull_format:
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pull_format:
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runs-on: ubuntu-latest
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runs-on: ${{ matrix.os }}
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strategy:
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matrix:
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python-version: ["3.10"]
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os: [ubuntu-latest]
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fail-fast: false
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continue-on-error: true
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continue-on-error: true
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steps:
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steps:
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- name: checkout
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- name: checkout
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continue-on-error: true
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continue-on-error: true
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@ -15,15 +24,14 @@ jobs:
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with:
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with:
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ref: ${{ github.head_ref }}
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ref: ${{ github.head_ref }}
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fetch-depth: 0
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fetch-depth: 0
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- name: Set up Python ${{ matrix.python-version }}
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- name: Set up Python ${{ matrix.python-version }}
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uses: actions/setup-python@v4
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uses: actions/setup-python@v4
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with:
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with:
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python-version: ${{ matrix.python-version }}
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python-version: ${{ matrix.python-version }}
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- name: Install Black
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- name: Install Black
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run: pip install black
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run: pip install "black[jupyter]"
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- name: Run Black
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- name: Run Black
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# run: black $(git ls-files '*.py')
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# run: black $(git ls-files '*.py')
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14
.github/workflows/push_format.yml
vendored
14
.github/workflows/push_format.yml
vendored
@ -8,9 +8,17 @@ on:
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permissions:
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permissions:
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contents: write
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contents: write
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pull-requests: write
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pull-requests: write
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jobs:
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jobs:
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push_format:
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push_format:
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runs-on: ubuntu-latest
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runs-on: ${{ matrix.os }}
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strategy:
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matrix:
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python-version: ["3.10"]
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os: [ubuntu-latest]
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fail-fast: false
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steps:
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steps:
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- uses: actions/checkout@v3
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- uses: actions/checkout@v3
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with:
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with:
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@ -22,7 +30,7 @@ jobs:
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python-version: ${{ matrix.python-version }}
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python-version: ${{ matrix.python-version }}
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- name: Install Black
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- name: Install Black
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run: pip install black
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run: pip install "black[jupyter]"
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- name: Run Black
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- name: Run Black
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# run: black $(git ls-files '*.py')
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# run: black $(git ls-files '*.py')
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@ -36,7 +44,7 @@ jobs:
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git config --local user.name "github-actions[bot]"
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git config --local user.name "github-actions[bot]"
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git add --all
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git add --all
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git commit -m "Format code"
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git commit -m "Format code"
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- name: Create Pull Request
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- name: Create Pull Request
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if: steps.commitback.outcome == 'success'
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if: steps.commitback.outcome == 'success'
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continue-on-error: true
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continue-on-error: true
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@ -1,381 +1,384 @@
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{
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{
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"nbformat": 4,
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"nbformat": 4,
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"nbformat_minor": 0,
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"nbformat_minor": 0,
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"metadata": {
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"metadata": {
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"colab": {
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"colab": {
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"private_outputs": true,
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"private_outputs": true,
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"provenance": []
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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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},
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"cells": [
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"kernelspec": {
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{
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"name": "python3",
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"cell_type": "markdown",
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"display_name": "Python 3"
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"source": [
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},
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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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"language_info": {
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],
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"name": "python"
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"metadata": {
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},
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"id": "ZFFCx5J80SGa"
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"accelerator": "GPU",
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}
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"gpuClass": "standard"
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},
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},
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{
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"cells": [
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"cell_type": "code",
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{
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"execution_count": null,
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"cell_type": "markdown",
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"metadata": {
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"source": [
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"id": "GmFP6bN9dvOq"
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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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"outputs": [],
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"metadata": {
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"source": [
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"id": "ZFFCx5J80SGa"
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"#@title 查看显卡\n",
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}
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"!nvidia-smi"
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},
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]
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{
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},
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"cell_type": "code",
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{
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"execution_count": null,
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"cell_type": "code",
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"metadata": {
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"source": [
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"id": "GmFP6bN9dvOq"
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"#@title 安装依赖\n",
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},
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"!apt-get -y install build-essential python3-dev ffmpeg\n",
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"outputs": [],
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"!pip3 install --upgrade setuptools wheel\n",
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"source": [
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"!pip3 install --upgrade pip\n",
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"# @title 查看显卡\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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"!nvidia-smi"
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],
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]
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"metadata": {
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},
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"id": "wjddIFr1oS3W"
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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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"source": [
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"outputs": []
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"# @title 安装依赖\n",
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},
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"!apt-get -y install build-essential python3-dev ffmpeg\n",
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{
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"!pip3 install --upgrade setuptools wheel\n",
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"cell_type": "code",
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"!pip3 install --upgrade pip\n",
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"source": [
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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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"#@title 克隆仓库\n",
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],
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"\n",
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"metadata": {
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"!git clone --depth=1 -b stable https://github.com/fumiama/Retrieval-based-Voice-Conversion-WebUI\n",
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"id": "wjddIFr1oS3W"
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"%cd /content/Retrieval-based-Voice-Conversion-WebUI\n",
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},
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"!mkdir -p pretrained uvr5_weights"
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"execution_count": null,
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],
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"outputs": []
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"metadata": {
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},
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"id": "ge_97mfpgqTm"
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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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"source": [
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"outputs": []
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"# @title 克隆仓库\n",
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},
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"\n",
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{
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"!git clone --depth=1 -b stable https://github.com/fumiama/Retrieval-based-Voice-Conversion-WebUI\n",
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"cell_type": "code",
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"%cd /content/Retrieval-based-Voice-Conversion-WebUI\n",
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"source": [
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"!mkdir -p pretrained uvr5_weights"
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"#@title 更新仓库（一般无需执行）\n",
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],
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"!git pull"
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"metadata": {
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],
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"id": "ge_97mfpgqTm"
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"metadata": {
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},
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"id": "BLDEZADkvlw1"
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"execution_count": null,
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},
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"outputs": []
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"execution_count": null,
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},
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"outputs": []
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{
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},
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"cell_type": "code",
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{
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"source": [
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"cell_type": "code",
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"# @title 更新仓库（一般无需执行）\n",
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"source": [
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"!git pull"
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"#@title 安装aria2\n",
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],
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"!apt -y install -qq aria2"
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"metadata": {
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],
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"id": "BLDEZADkvlw1"
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"metadata": {
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},
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"id": "pqE0PrnuRqI2"
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"execution_count": null,
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},
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"outputs": []
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"execution_count": null,
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},
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"outputs": []
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{
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},
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"cell_type": "code",
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{
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"source": [
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"cell_type": "code",
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"# @title 安装aria2\n",
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"source": [
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"!apt -y install -qq aria2"
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"#@title 下载底模\n",
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],
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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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"metadata": {
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"!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",
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"id": "pqE0PrnuRqI2"
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"!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",
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},
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"!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",
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"execution_count": null,
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"!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",
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"outputs": []
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"!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",
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},
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"!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",
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{
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"!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",
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"cell_type": "code",
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"!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",
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"source": [
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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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"# @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/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/D32k.pth -d /content/Retrieval-based-Voice-Conversion-WebUI/pretrained -o D32k.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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"!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",
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],
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"!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",
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"metadata": {
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"!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",
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"id": "UG3XpUwEomUz"
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"!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",
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},
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"!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",
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"execution_count": null,
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"!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",
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"outputs": []
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"!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",
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},
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"!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",
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{
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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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"cell_type": "code",
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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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"source": [
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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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"#@title 下载人声分离模型\n",
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],
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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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"metadata": {
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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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"id": "UG3XpUwEomUz"
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],
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},
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"metadata": {
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"execution_count": null,
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"id": "HugjmZqZRuiF"
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"outputs": []
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},
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},
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"execution_count": null,
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{
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"outputs": []
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"cell_type": "code",
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},
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"source": [
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{
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"# @title 下载人声分离模型\n",
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"cell_type": "code",
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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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"source": [
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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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"#@title 下载hubert_base\n",
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],
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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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"metadata": {
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],
|
"id": "HugjmZqZRuiF"
|
||||||
"metadata": {
|
},
|
||||||
"id": "2RCaT9FTR0ej"
|
"execution_count": null,
|
||||||
},
|
"outputs": []
|
||||||
"execution_count": null,
|
},
|
||||||
"outputs": []
|
{
|
||||||
},
|
"cell_type": "code",
|
||||||
{
|
"source": [
|
||||||
"cell_type": "code",
|
"# @title 下载hubert_base\n",
|
||||||
"source": [
|
"!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"
|
||||||
"#@title 挂载谷歌云盘\n",
|
],
|
||||||
"\n",
|
"metadata": {
|
||||||
"from google.colab import drive\n",
|
"id": "2RCaT9FTR0ej"
|
||||||
"drive.mount('/content/drive')"
|
},
|
||||||
],
|
"execution_count": null,
|
||||||
"metadata": {
|
"outputs": []
|
||||||
"id": "jwu07JgqoFON"
|
},
|
||||||
},
|
{
|
||||||
"execution_count": null,
|
"cell_type": "code",
|
||||||
"outputs": []
|
"source": [
|
||||||
},
|
"# @title 挂载谷歌云盘\n",
|
||||||
{
|
"\n",
|
||||||
"cell_type": "code",
|
"from google.colab import drive\n",
|
||||||
"source": [
|
"\n",
|
||||||
"#@title 从谷歌云盘加载打包好的数据集到/content/dataset\n",
|
"drive.mount(\"/content/drive\")"
|
||||||
"\n",
|
],
|
||||||
"#@markdown 数据集位置\n",
|
"metadata": {
|
||||||
"DATASET = \"/content/drive/MyDrive/dataset/lulu20230327_32k.zip\" #@param {type:\"string\"}\n",
|
"id": "jwu07JgqoFON"
|
||||||
"\n",
|
},
|
||||||
"!mkdir -p /content/dataset\n",
|
"execution_count": null,
|
||||||
"!unzip -d /content/dataset -B {DATASET}"
|
"outputs": []
|
||||||
],
|
},
|
||||||
"metadata": {
|
{
|
||||||
"id": "Mwk7Q0Loqzjx"
|
"cell_type": "code",
|
||||||
},
|
"source": [
|
||||||
"execution_count": null,
|
"# @title 从谷歌云盘加载打包好的数据集到/content/dataset\n",
|
||||||
"outputs": []
|
"\n",
|
||||||
},
|
"# @markdown 数据集位置\n",
|
||||||
{
|
"DATASET = (\n",
|
||||||
"cell_type": "code",
|
" \"/content/drive/MyDrive/dataset/lulu20230327_32k.zip\" # @param {type:\"string\"}\n",
|
||||||
"source": [
|
")\n",
|
||||||
"#@title 重命名数据集中的重名文件\n",
|
"\n",
|
||||||
"!ls -a /content/dataset/\n",
|
"!mkdir -p /content/dataset\n",
|
||||||
"!rename 's/(\\w+)\\.(\\w+)~(\\d*)/$1_$3.$2/' /content/dataset/*.*~*"
|
"!unzip -d /content/dataset -B {DATASET}"
|
||||||
],
|
],
|
||||||
"metadata": {
|
"metadata": {
|
||||||
"id": "PDlFxWHWEynD"
|
"id": "Mwk7Q0Loqzjx"
|
||||||
},
|
},
|
||||||
"execution_count": null,
|
"execution_count": null,
|
||||||
"outputs": []
|
"outputs": []
|
||||||
},
|
},
|
||||||
{
|
{
|
||||||
"cell_type": "code",
|
"cell_type": "code",
|
||||||
"source": [
|
"source": [
|
||||||
"#@title 启动web\n",
|
"# @title 重命名数据集中的重名文件\n",
|
||||||
"%cd /content/Retrieval-based-Voice-Conversion-WebUI\n",
|
"!ls -a /content/dataset/\n",
|
||||||
"# %load_ext tensorboard\n",
|
"!rename 's/(\\w+)\\.(\\w+)~(\\d*)/$1_$3.$2/' /content/dataset/*.*~*"
|
||||||
"# %tensorboard --logdir /content/Retrieval-based-Voice-Conversion-WebUI/logs\n",
|
],
|
||||||
"!python3 infer-web.py --colab --pycmd python3"
|
"metadata": {
|
||||||
],
|
"id": "PDlFxWHWEynD"
|
||||||
"metadata": {
|
},
|
||||||
"id": "7vh6vphDwO0b"
|
"execution_count": null,
|
||||||
},
|
"outputs": []
|
||||||
"execution_count": null,
|
},
|
||||||
"outputs": []
|
{
|
||||||
},
|
"cell_type": "code",
|
||||||
{
|
"source": [
|
||||||
"cell_type": "code",
|
"# @title 启动web\n",
|
||||||
"source": [
|
"%cd /content/Retrieval-based-Voice-Conversion-WebUI\n",
|
||||||
"#@title 手动将训练后的模型文件备份到谷歌云盘\n",
|
"# %load_ext tensorboard\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",
|
"# %tensorboard --logdir /content/Retrieval-based-Voice-Conversion-WebUI/logs\n",
|
||||||
"\n",
|
"!python3 infer-web.py --colab --pycmd python3"
|
||||||
"#@markdown 模型名\n",
|
],
|
||||||
"MODELNAME = \"lulu\" #@param {type:\"string\"}\n",
|
"metadata": {
|
||||||
"#@markdown 模型epoch\n",
|
"id": "7vh6vphDwO0b"
|
||||||
"MODELEPOCH = 9600 #@param {type:\"integer\"}\n",
|
},
|
||||||
"\n",
|
"execution_count": null,
|
||||||
"!cp /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/G_{MODELEPOCH}.pth /content/drive/MyDrive/{MODELNAME}_D_{MODELEPOCH}.pth\n",
|
"outputs": []
|
||||||
"!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",
|
"cell_type": "code",
|
||||||
"\n",
|
"source": [
|
||||||
"!cp /content/Retrieval-based-Voice-Conversion-WebUI/weights/{MODELNAME}.pth /content/drive/MyDrive/{MODELNAME}{MODELEPOCH}.pth"
|
"# @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",
|
||||||
"metadata": {
|
"\n",
|
||||||
"id": "FgJuNeAwx5Y_"
|
"# @markdown 模型名\n",
|
||||||
},
|
"MODELNAME = \"lulu\" # @param {type:\"string\"}\n",
|
||||||
"execution_count": null,
|
"# @markdown 模型epoch\n",
|
||||||
"outputs": []
|
"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",
|
||||||
"cell_type": "code",
|
"!cp /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/D_{MODELEPOCH}.pth /content/drive/MyDrive/{MODELNAME}_G_{MODELEPOCH}.pth\n",
|
||||||
"source": [
|
"!cp /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/added_*.index /content/drive/MyDrive/\n",
|
||||||
"#@title 从谷歌云盘恢复pth\n",
|
"!cp /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/total_*.npy /content/drive/MyDrive/\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",
|
||||||
"\n",
|
"!cp /content/Retrieval-based-Voice-Conversion-WebUI/weights/{MODELNAME}.pth /content/drive/MyDrive/{MODELNAME}{MODELEPOCH}.pth"
|
||||||
"#@markdown 模型名\n",
|
],
|
||||||
"MODELNAME = \"lulu\" #@param {type:\"string\"}\n",
|
"metadata": {
|
||||||
"#@markdown 模型epoch\n",
|
"id": "FgJuNeAwx5Y_"
|
||||||
"MODELEPOCH = 7500 #@param {type:\"integer\"}\n",
|
},
|
||||||
"\n",
|
"execution_count": null,
|
||||||
"!mkdir -p /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}\n",
|
"outputs": []
|
||||||
"\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",
|
"cell_type": "code",
|
||||||
"!cp /content/drive/MyDrive/*.index /content/\n",
|
"source": [
|
||||||
"!cp /content/drive/MyDrive/*.npy /content/\n",
|
"# @title 从谷歌云盘恢复pth\n",
|
||||||
"!cp /content/drive/MyDrive/{MODELNAME}{MODELEPOCH}.pth /content/Retrieval-based-Voice-Conversion-WebUI/weights/{MODELNAME}.pth"
|
"# @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",
|
||||||
"metadata": {
|
"# @markdown 模型名\n",
|
||||||
"id": "OVQoLQJXS7WX"
|
"MODELNAME = \"lulu\" # @param {type:\"string\"}\n",
|
||||||
},
|
"# @markdown 模型epoch\n",
|
||||||
"execution_count": null,
|
"MODELEPOCH = 7500 # @param {type:\"integer\"}\n",
|
||||||
"outputs": []
|
"\n",
|
||||||
},
|
"!mkdir -p /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}\n",
|
||||||
{
|
"\n",
|
||||||
"cell_type": "code",
|
"!cp /content/drive/MyDrive/{MODELNAME}_D_{MODELEPOCH}.pth /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/G_{MODELEPOCH}.pth\n",
|
||||||
"source": [
|
"!cp /content/drive/MyDrive/{MODELNAME}_G_{MODELEPOCH}.pth /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/D_{MODELEPOCH}.pth\n",
|
||||||
"#@title 手动预处理（不推荐）\n",
|
"!cp /content/drive/MyDrive/*.index /content/\n",
|
||||||
"#@markdown 模型名\n",
|
"!cp /content/drive/MyDrive/*.npy /content/\n",
|
||||||
"MODELNAME = \"lulu\" #@param {type:\"string\"}\n",
|
"!cp /content/drive/MyDrive/{MODELNAME}{MODELEPOCH}.pth /content/Retrieval-based-Voice-Conversion-WebUI/weights/{MODELNAME}.pth"
|
||||||
"#@markdown 采样率\n",
|
],
|
||||||
"BITRATE = 48000 #@param {type:\"integer\"}\n",
|
"metadata": {
|
||||||
"#@markdown 使用的进程数\n",
|
"id": "OVQoLQJXS7WX"
|
||||||
"THREADCOUNT = 8 #@param {type:\"integer\"}\n",
|
},
|
||||||
"\n",
|
"execution_count": null,
|
||||||
"!python3 trainset_preprocess_pipeline_print.py /content/dataset {BITRATE} {THREADCOUNT} logs/{MODELNAME} True\n"
|
"outputs": []
|
||||||
],
|
},
|
||||||
"metadata": {
|
{
|
||||||
"id": "ZKAyuKb9J6dz"
|
"cell_type": "code",
|
||||||
},
|
"source": [
|
||||||
"execution_count": null,
|
"# @title 手动预处理（不推荐）\n",
|
||||||
"outputs": []
|
"# @markdown 模型名\n",
|
||||||
},
|
"MODELNAME = \"lulu\" # @param {type:\"string\"}\n",
|
||||||
{
|
"# @markdown 采样率\n",
|
||||||
"cell_type": "code",
|
"BITRATE = 48000 # @param {type:\"integer\"}\n",
|
||||||
"source": [
|
"# @markdown 使用的进程数\n",
|
||||||
"#@title 手动提取特征（不推荐）\n",
|
"THREADCOUNT = 8 # @param {type:\"integer\"}\n",
|
||||||
"#@markdown 模型名\n",
|
"\n",
|
||||||
"MODELNAME = \"lulu\" #@param {type:\"string\"}\n",
|
"!python3 trainset_preprocess_pipeline_print.py /content/dataset {BITRATE} {THREADCOUNT} logs/{MODELNAME} True"
|
||||||
"#@markdown 使用的进程数\n",
|
],
|
||||||
"THREADCOUNT = 8 #@param {type:\"integer\"}\n",
|
"metadata": {
|
||||||
"#@markdown 音高提取算法\n",
|
"id": "ZKAyuKb9J6dz"
|
||||||
"ALGO = \"harvest\" #@param {type:\"string\"}\n",
|
},
|
||||||
"\n",
|
"execution_count": null,
|
||||||
"!python3 extract_f0_print.py logs/{MODELNAME} {THREADCOUNT} {ALGO}\n",
|
"outputs": []
|
||||||
"\n",
|
},
|
||||||
"!python3 extract_feature_print.py cpu 1 0 0 logs/{MODELNAME}\n"
|
{
|
||||||
],
|
"cell_type": "code",
|
||||||
"metadata": {
|
"source": [
|
||||||
"id": "CrxJqzAUKmPJ"
|
"# @title 手动提取特征（不推荐）\n",
|
||||||
},
|
"# @markdown 模型名\n",
|
||||||
"execution_count": null,
|
"MODELNAME = \"lulu\" # @param {type:\"string\"}\n",
|
||||||
"outputs": []
|
"# @markdown 使用的进程数\n",
|
||||||
},
|
"THREADCOUNT = 8 # @param {type:\"integer\"}\n",
|
||||||
{
|
"# @markdown 音高提取算法\n",
|
||||||
"cell_type": "code",
|
"ALGO = \"harvest\" # @param {type:\"string\"}\n",
|
||||||
"source": [
|
"\n",
|
||||||
"#@title 手动训练（不推荐）\n",
|
"!python3 extract_f0_print.py logs/{MODELNAME} {THREADCOUNT} {ALGO}\n",
|
||||||
"#@markdown 模型名\n",
|
"\n",
|
||||||
"MODELNAME = \"lulu\" #@param {type:\"string\"}\n",
|
"!python3 extract_feature_print.py cpu 1 0 0 logs/{MODELNAME}"
|
||||||
"#@markdown 使用的GPU\n",
|
],
|
||||||
"USEGPU = \"0\" #@param {type:\"string\"}\n",
|
"metadata": {
|
||||||
"#@markdown 批大小\n",
|
"id": "CrxJqzAUKmPJ"
|
||||||
"BATCHSIZE = 32 #@param {type:\"integer\"}\n",
|
},
|
||||||
"#@markdown 停止的epoch\n",
|
"execution_count": null,
|
||||||
"MODELEPOCH = 3200 #@param {type:\"integer\"}\n",
|
"outputs": []
|
||||||
"#@markdown 保存epoch间隔\n",
|
},
|
||||||
"EPOCHSAVE = 100 #@param {type:\"integer\"}\n",
|
{
|
||||||
"#@markdown 采样率\n",
|
"cell_type": "code",
|
||||||
"MODELSAMPLE = \"48k\" #@param {type:\"string\"}\n",
|
"source": [
|
||||||
"#@markdown 是否缓存训练集\n",
|
"# @title 手动训练（不推荐）\n",
|
||||||
"CACHEDATA = 1 #@param {type:\"integer\"}\n",
|
"# @markdown 模型名\n",
|
||||||
"#@markdown 是否仅保存最新的ckpt文件\n",
|
"MODELNAME = \"lulu\" # @param {type:\"string\"}\n",
|
||||||
"ONLYLATEST = 0 #@param {type:\"integer\"}\n",
|
"# @markdown 使用的GPU\n",
|
||||||
"\n",
|
"USEGPU = \"0\" # @param {type:\"string\"}\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"
|
"# @markdown 批大小\n",
|
||||||
],
|
"BATCHSIZE = 32 # @param {type:\"integer\"}\n",
|
||||||
"metadata": {
|
"# @markdown 停止的epoch\n",
|
||||||
"id": "IMLPLKOaKj58"
|
"MODELEPOCH = 3200 # @param {type:\"integer\"}\n",
|
||||||
},
|
"# @markdown 保存epoch间隔\n",
|
||||||
"execution_count": null,
|
"EPOCHSAVE = 100 # @param {type:\"integer\"}\n",
|
||||||
"outputs": []
|
"# @markdown 采样率\n",
|
||||||
},
|
"MODELSAMPLE = \"48k\" # @param {type:\"string\"}\n",
|
||||||
{
|
"# @markdown 是否缓存训练集\n",
|
||||||
"cell_type": "code",
|
"CACHEDATA = 1 # @param {type:\"integer\"}\n",
|
||||||
"source": [
|
"# @markdown 是否仅保存最新的ckpt文件\n",
|
||||||
"#@title 删除其它pth，只留选中的（慎点，仔细看代码）\n",
|
"ONLYLATEST = 0 # @param {type:\"integer\"}\n",
|
||||||
"#@markdown 模型名\n",
|
"\n",
|
||||||
"MODELNAME = \"lulu\" #@param {type:\"string\"}\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}"
|
||||||
"#@markdown 选中模型epoch\n",
|
],
|
||||||
"MODELEPOCH = 9600 #@param {type:\"integer\"}\n",
|
"metadata": {
|
||||||
"\n",
|
"id": "IMLPLKOaKj58"
|
||||||
"!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",
|
"execution_count": null,
|
||||||
"!cp /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/D_{MODELEPOCH}.pth /content/{MODELNAME}_G_{MODELEPOCH}.pth\n",
|
"outputs": []
|
||||||
"\n",
|
},
|
||||||
"!echo \"正在删除。。。\"\n",
|
{
|
||||||
"!ls /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}\n",
|
"cell_type": "code",
|
||||||
"!rm /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/*.pth\n",
|
"source": [
|
||||||
"\n",
|
"# @title 删除其它pth，只留选中的（慎点，仔细看代码）\n",
|
||||||
"!echo \"恢复选中的模型。。。\"\n",
|
"# @markdown 模型名\n",
|
||||||
"!mv /content/{MODELNAME}_D_{MODELEPOCH}.pth /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/G_{MODELEPOCH}.pth \n",
|
"MODELNAME = \"lulu\" # @param {type:\"string\"}\n",
|
||||||
"!mv /content/{MODELNAME}_G_{MODELEPOCH}.pth /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/D_{MODELEPOCH}.pth\n",
|
"# @markdown 选中模型epoch\n",
|
||||||
"\n",
|
"MODELEPOCH = 9600 # @param {type:\"integer\"}\n",
|
||||||
"!echo \"删除完成\"\n",
|
"\n",
|
||||||
"!ls /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}"
|
"!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",
|
||||||
"metadata": {
|
"!cp /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/D_{MODELEPOCH}.pth /content/{MODELNAME}_G_{MODELEPOCH}.pth\n",
|
||||||
"id": "haYA81hySuDl"
|
"\n",
|
||||||
},
|
"!echo \"正在删除。。。\"\n",
|
||||||
"execution_count": null,
|
"!ls /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}\n",
|
||||||
"outputs": []
|
"!rm /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/*.pth\n",
|
||||||
},
|
"\n",
|
||||||
{
|
"!echo \"恢复选中的模型。。。\"\n",
|
||||||
"cell_type": "code",
|
"!mv /content/{MODELNAME}_D_{MODELEPOCH}.pth /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/G_{MODELEPOCH}.pth\n",
|
||||||
"source": [
|
"!mv /content/{MODELNAME}_G_{MODELEPOCH}.pth /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/D_{MODELEPOCH}.pth\n",
|
||||||
"#@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",
|
"\n",
|
||||||
"#@markdown 模型名\n",
|
"!echo \"删除完成\"\n",
|
||||||
"MODELNAME = \"lulu\" #@param {type:\"string\"}\n",
|
"!ls /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}"
|
||||||
"#@markdown 选中模型epoch\n",
|
],
|
||||||
"MODELEPOCH = 9600 #@param {type:\"integer\"}\n",
|
"metadata": {
|
||||||
"\n",
|
"id": "haYA81hySuDl"
|
||||||
"!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",
|
"execution_count": null,
|
||||||
"!cp /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/D_{MODELEPOCH}.pth /content/{MODELNAME}_G_{MODELEPOCH}.pth\n",
|
"outputs": []
|
||||||
"\n",
|
},
|
||||||
"!echo \"正在删除。。。\"\n",
|
{
|
||||||
"!ls /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}\n",
|
"cell_type": "code",
|
||||||
"!rm -rf /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/*\n",
|
"source": [
|
||||||
"\n",
|
"# @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",
|
||||||
"!echo \"恢复选中的模型。。。\"\n",
|
"# @markdown 模型名\n",
|
||||||
"!mv /content/{MODELNAME}_D_{MODELEPOCH}.pth /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/G_{MODELEPOCH}.pth \n",
|
"MODELNAME = \"lulu\" # @param {type:\"string\"}\n",
|
||||||
"!mv /content/{MODELNAME}_G_{MODELEPOCH}.pth /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/D_{MODELEPOCH}.pth\n",
|
"# @markdown 选中模型epoch\n",
|
||||||
"\n",
|
"MODELEPOCH = 9600 # @param {type:\"integer\"}\n",
|
||||||
"!echo \"删除完成\"\n",
|
"\n",
|
||||||
"!ls /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}"
|
"!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",
|
||||||
"metadata": {
|
"!cp /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}/D_{MODELEPOCH}.pth /content/{MODELNAME}_G_{MODELEPOCH}.pth\n",
|
||||||
"id": "QhSiPTVPoIRh"
|
"\n",
|
||||||
},
|
"!echo \"正在删除。。。\"\n",
|
||||||
"execution_count": null,
|
"!ls /content/Retrieval-based-Voice-Conversion-WebUI/logs/{MODELNAME}\n",
|
||||||
"outputs": []
|
"!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": []
|
||||||
|
}
|
||||||
|
]
|
||||||
}
|
}
|
||||||
|
|||||||
@ -1,401 +1,404 @@
|
|||||||
{
|
{
|
||||||
"cells": [
|
"cells": [
|
||||||
{
|
{
|
||||||
"attachments": {},
|
"attachments": {},
|
||||||
"cell_type": "markdown",
|
"cell_type": "markdown",
|
||||||
"metadata": {
|
"metadata": {
|
||||||
"id": "ZFFCx5J80SGa"
|
"id": "ZFFCx5J80SGa"
|
||||||
},
|
},
|
||||||
"source": [
|
"source": [
|
||||||
"[](https://colab.research.google.com/github/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/Retrieval_based_Voice_Conversion_WebUI_v2.ipynb)"
|
"[](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": "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==3.14.0 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": {
|
|
||||||
"id": "jwu07JgqoFON"
|
|
||||||
},
|
|
||||||
"outputs": [],
|
|
||||||
"source": [
|
|
||||||
"#@title 挂载谷歌云盘\n",
|
|
||||||
"\n",
|
|
||||||
"from google.colab import drive\n",
|
|
||||||
"drive.mount('/content/drive')"
|
|
||||||
]
|
|
||||||
},
|
|
||||||
{
|
|
||||||
"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/dataset/lulu20230327_32k.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 = \"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\n"
|
|
||||||
]
|
|
||||||
},
|
|
||||||
{
|
|
||||||
"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}\n"
|
|
||||||
]
|
|
||||||
},
|
|
||||||
{
|
|
||||||
"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}\n"
|
|
||||||
]
|
|
||||||
},
|
|
||||||
{
|
|
||||||
"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
|
"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": "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==3.14.0 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": {
|
||||||
|
"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": "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}"
|
||||||
|
]
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"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
|
||||||
}
|
}
|
||||||
|
|||||||
Loading…
Reference in New Issue
Block a user