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README.md
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README.md
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+ 使用最先进的[人声音高提取算法InterSpeech2023-RMVPE](#参考项目)根绝哑音问题。效果最好（显著地）但比crepe_full更快、资源占用更小
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## 环境配置
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可以使用poetry配置环境。
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以下指令需在 Python 版本大于3.8的环境中执行。
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以下指令需在Python版本大于3.8的环境中执行:
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(Windows/Linux)
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首先通过 pip 安装主要依赖:
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```bash
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# 安装Pytorch及其核心依赖，若已安装则跳过
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# 参考自: https://pytorch.org/get-started/locally/
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@ -54,7 +55,10 @@ pip install torch torchvision torchaudio
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#如果是win系统+Nvidia Ampere架构(RTX30xx)，根据 #21 的经验，需要指定pytorch对应的cuda版本
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#pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu117
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```
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可以使用 poetry 来安装依赖：
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```bash
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# 安装 Poetry 依赖管理工具, 若已安装则跳过
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# 参考自: https://python-poetry.org/docs/#installation
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curl -sSL https://install.python-poetry.org | python3 -
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@ -63,11 +67,17 @@ curl -sSL https://install.python-poetry.org | python3 -
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poetry install
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```
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你也可以通过pip来安装依赖：
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你也可以通过 pip 来安装依赖：
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```bash
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pip install -r requirements.txt
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```
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------
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Mac 用户可以通过 `run.sh` 来安装依赖：
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```bash
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sh ./run.sh
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```
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## 其他预模型准备
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RVC需要其他一些预模型来推理和训练。
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@ -85,7 +95,7 @@ hubert_base.pt
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./pretrained_v2
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如果你正在使用Windows，则你可能需要这个文件，若ffmpeg和ffprobe已安装则跳过; ubuntu/debian 用户可以通过apt install ffmpeg来安装这2个库
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如果你正在使用Windows，则你可能需要这个文件，若ffmpeg和ffprobe已安装则跳过; ubuntu/debian 用户可以通过apt install ffmpeg来安装这2个库, Mac 用户则可以通过brew install ffmpeg来安装 (需要预先安装brew)
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./ffmpeg
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@ -104,7 +114,8 @@ https://huggingface.co/lj1995/VoiceConversionWebUI/blob/main/rmvpe.pt
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```bash
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python infer-web.py
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```
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如果你正在使用Windows，你可以直接下载并解压`RVC-beta.7z`，运行`go-web.bat`以启动WebUI。
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如果你正在使用Windows 或 macOS，你可以直接下载并解压`RVC-beta.7z`，前者可以运行`go-web.bat`以启动WebUI，后者则运行命令`sh ./run.sh`以启动WebUI。
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仓库内还有一份`小白简易教程.doc`以供参考。
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@ -35,16 +35,19 @@ Realtime Voice Conversion Software using RVC : [w-okada/voice-changer](https://g
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## Summary
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This repository has the following features:
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+ Reduce tone leakage by replacing source feature to training-set feature using top1 retrieval;
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+ Reduce tone leakage by replacing the source feature to training-set feature using top1 retrieval;
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+ Easy and fast training, even on relatively poor graphics cards;
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+ Training with a small amount of data also obtains relatively good results (>=10min low noise speech recommended);
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+ Supporting model fusion to change timbres (using ckpt processing tab->ckpt merge);
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+ Easy-to-use Webui interface;
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+ Use the UVR5 model to quickly separate vocals and instruments.
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## Preparing the environment
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We recommend you install the dependencies through poetry.
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+ Use the most powerful High-pitch Voice Extraction Algorithm [InterSpeech2023-RMVPE](#Credits) to prevent the muted sound problem. Provides the best results (significantly) and is faster, with even lower resource consumption than Crepe_full.
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The following commands need to be executed in the environment of Python version 3.8 or higher:
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## Preparing the environment
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The following commands need to be executed in the environment of Python version 3.8 or higher.
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(Windows/Linux)
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First install the main dependencies through pip:
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```bash
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# Install PyTorch-related core dependencies, skip if installed
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# Reference: https://pytorch.org/get-started/locally/
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@ -52,7 +55,10 @@ pip install torch torchvision torchaudio
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#For Windows + Nvidia Ampere Architecture(RTX30xx), you need to specify the cuda version corresponding to pytorch according to the experience of https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/issues/21
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#pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu117
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```
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Then can use poetry to install the other dependencies:
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```bash
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# Install the Poetry dependency management tool, skip if installed
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# Reference: https://python-poetry.org/docs/#installation
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curl -sSL https://install.python-poetry.org | python3 -
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@ -60,12 +66,18 @@ curl -sSL https://install.python-poetry.org | python3 -
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# Install the project dependencies
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poetry install
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```
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You can also use pip to install the dependencies
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You can also use pip to install them:
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```bash
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pip install -r requirements.txt
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```
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------
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Mac users can install dependencies via `run.sh`:
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```bash
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sh ./run.sh
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```
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## Preparation of other Pre-models
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RVC requires other pre-models to infer and train.
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@ -90,7 +102,7 @@ Then use this command to start Webui:
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```bash
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python infer-web.py
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```
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If you are using Windows, you can download and extract `RVC-beta.7z` to use RVC directly and use `go-web.bat` to start Webui.
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If you are using Windows or macOS, you can download and extract `RVC-beta.7z` to use RVC directly by using `go-web.bat` on windows or `sh ./run.sh` on macOS to start Webui.
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There's also a tutorial on RVC in Chinese and you can check it out if needed.
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@ -102,8 +114,10 @@ There's also a tutorial on RVC in Chinese and you can check it out if needed.
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+ [FFmpeg](https://github.com/FFmpeg/FFmpeg)
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+ [Ultimate Vocal Remover](https://github.com/Anjok07/ultimatevocalremovergui)
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+ [audio-slicer](https://github.com/openvpi/audio-slicer)
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+ [Vocal pitch extraction:RMVPE](https://github.com/Dream-High/RMVPE)
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+ The pretrained model is trained and tested by [yxlllc](https://github.com/yxlllc/RMVPE) and [RVC-Boss](https://github.com/RVC-Boss).
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## Thanks to all contributors for their efforts
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<a href="https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/graphs/contributors" target="_blank">
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<img src="https://contrib.rocks/image?repo=RVC-Project/Retrieval-based-Voice-Conversion-WebUI" />
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</a>
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