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# Retrieval-based-Voice-Conversion-WebUI
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[](https://github.com/liujing04/Retrieval-based-Voice-Conversion-WebUI)
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[](https://colab.research.google.com/github/liujing04/Retrieval-based-Voice-Conversion-WebUI/blob/main/Retrieval_based_Voice_Conversion_WebUI.ipynb)
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[](https://github.com/liujing04/Retrieval-based-Voice-Conversion-WebUI/blob/main/%E4%BD%BF%E7%94%A8%E9%9C%80%E9%81%B5%E5%AE%88%E7%9A%84%E5%8D%8F%E8%AE%AE-LICENSE.txt)
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[](https://huggingface.co/lj1995/VoiceConversionWebUI/tree/main/)
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### 使用了RVC的实时语音转换 : [w-okada/voice-changer](https://github.com/w-okada/voice-changer)
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------
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一个基于VITS的简单易用的SVC框架。
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[**English**](./README_en.md) | [**中文简体**](./README.md)
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> 点此查看我们的[演示视频](https://www.bilibili.com/video/BV1pm4y1z7Gm/) !
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## 简介
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本仓库具有以下特点:
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+ 使用top1特征模型检索来杜绝音色泄露；
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+ 即便在相对较差的显卡上也能快速训练;
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+ 使用少量数据进行训练也能得到较好结果;
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+ 可以通过模型融合来改变音色;
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+ 简单易用的WebUI界面;
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+ 可调用UVR5模型来快速分离人声和伴奏。
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## 环境配置
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我们推荐你使用poetry来配置环境。
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以下指令需在Python版本大于3.8的环境当中执行:
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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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pip install torch torchvision torchaudio
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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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# 通过poetry安装依赖
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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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```bash
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pip install -r requirements.txt
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```
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## 其他预模型准备
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RVC需要其他的一些预模型来推理和训练。
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你可以从我们的[Huggingface space](https://huggingface.co/lj1995/VoiceConversionWebUI/tree/main/)下载到这些模型。
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以下是一份清单，包括了所有RVC所需的预模型和其他文件的名称:
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```bash
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hubert_base.pt
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./pretrained
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./uvr5_weights
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#如果你正在使用Windows，则你可能需要这个文件夹，若FFmpeg已安装则跳过
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./ffmpeg
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```
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之后使用以下指令来调用Webui:
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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` 来使用RVC，运行`go-web.bat`来启动WebUI。
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我们将在两周内推出一个英文版本的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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## 参考项目
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+ [ContentVec](https://github.com/auspicious3000/contentvec/)
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+ [VITS](https://github.com/jaywalnut310/vits)
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+ [HIFIGAN](https://github.com/jik876/hifi-gan)
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+ [Gradio](https://github.com/gradio-app/gradio)
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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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## 感谢所有贡献者作出的努力
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<a href="https://github.com/liujing04/Retrieval-based-Voice-Conversion-WebUI/graphs/contributors" target="_blank">
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<img src="https://contrib.rocks/image?repo=liujing04/Retrieval-based-Voice-Conversion-WebUI" />
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</a>
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# Retrieval-based-Voice-Conversion-WebUI
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[](https://github.com/liujing04/Retrieval-based-Voice-Conversion-WebUI)
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[](https://colab.research.google.com/github/liujing04/Retrieval-based-Voice-Conversion-WebUI/blob/main/Retrieval_based_Voice_Conversion_WebUI.ipynb)
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[](https://github.com/liujing04/Retrieval-based-Voice-Conversion-WebUI/blob/main/%E4%BD%BF%E7%94%A8%E9%9C%80%E9%81%B5%E5%AE%88%E7%9A%84%E5%8D%8F%E8%AE%AE-LICENSE.txt)
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[](https://huggingface.co/lj1995/VoiceConversionWebUI/tree/main/)
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### Realtime Voice Conversion Software using RVC : [w-okada/voice-changer](https://github.com/w-okada/voice-changer)
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------
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An easy-to-use SVC framework based on VITS.
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[**English**](./README.md) | [**中文简体**](./README_zh_CN.md)
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> Check our [Demo Video](https://www.bilibili.com/video/BV1pm4y1z7Gm/) here!
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## Summary
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This repository has the following features:
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+ Using top1 feature model retrieval to reduce tone leakage;
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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;
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+ Supporting model fusion to change timbres;
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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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The following commands need to be executed in the environment of Python version 3.8 or higher:
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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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pip install torch torchvision torchaudio
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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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# 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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```bash
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pip install -r requirements.txt
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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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You need to download them from our [Huggingface space](https://huggingface.co/lj1995/VoiceConversionWebUI/tree/main/).
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Here's a list of Pre-models and other files that RVC needs:
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```bash
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hubert_base.pt
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./pretrained
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./uvr5_weights
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#If you are using Windows, you may also need this dictionary, skip if FFmpeg is installed
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ffmpeg.exe
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```
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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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We will develop an English version of the WebUI in 2 weeks.
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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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## Credits
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## Thanks to all contributors for their efforts
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<a href="https://github.com/liujing04/Retrieval-based-Voice-Conversion-WebUI/graphs/contributors" target="_blank">
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<img src="https://contrib.rocks/image?repo=liujing04/Retrieval-based-Voice-Conversion-WebUI" />
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</a>
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