144 lines
6.6 KiB
Markdown
144 lines
6.6 KiB
Markdown
<div align="center">
|
||
|
||
<h1>Retrieval-based-Voice-Conversion-WebUI</h1>
|
||
An easy-to-use Voice Conversion framework based on VITS.<br><br>
|
||
|
||
[](https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI)
|
||
|
||
<img src="https://counter.seku.su/cmoe?name=rvc&theme=r34" /><br>
|
||
|
||
[](https://colab.research.google.com/github/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/Retrieval_based_Voice_Conversion_WebUI.ipynb)
|
||
[](https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/LICENSE)
|
||
[](https://huggingface.co/lj1995/VoiceConversionWebUI/tree/main/)
|
||
|
||
[](https://discord.gg/HcsmBBGyVk)
|
||
|
||
</div>
|
||
|
||
------
|
||
[**Changelog**](https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/docs/Changelog_EN.md) | [**FAQ (Frequently Asked Questions)**](https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/wiki/FAQ-(Frequently-Asked-Questions))
|
||
|
||
[**English**](../en/README.en.md) | [**中文简体**](../../README.md) | [**日本語**](../jp/README.ja.md) | [**한국어**](../docs/kr/README.ko.md) ([**韓國語**](../docs/kr/README.ko.han.md)) | [**Türkçe**](../docs/tr/README.tr.md)
|
||
|
||
|
||
Check our [Demo Video](https://www.bilibili.com/video/BV1pm4y1z7Gm/) here!
|
||
|
||
Realtime Voice Conversion Software using RVC : [w-okada/voice-changer](https://github.com/w-okada/voice-changer)
|
||
|
||
|
||
> The dataset for the pre-training model uses nearly 50 hours of high quality VCTK open source dataset.
|
||
|
||
> High quality licensed song datasets will be added to training-set one after another for your use, without worrying about copyright infringement.
|
||
|
||
> Please look forward to the pretrained base model of RVCv3, which has larger parameters, more training data, better results, unchanged inference speed, and requires less training data for training.
|
||
|
||
## Summary
|
||
This repository has the following features:
|
||
+ Reduce tone leakage by replacing the source feature to training-set feature using top1 retrieval;
|
||
+ Easy and fast training, even on relatively poor graphics cards;
|
||
+ Training with a small amount of data also obtains relatively good results (>=10min low noise speech recommended);
|
||
+ Supporting model fusion to change timbres (using ckpt processing tab->ckpt merge);
|
||
+ Easy-to-use Webui interface;
|
||
+ Use the UVR5 model to quickly separate vocals and instruments.
|
||
+ 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.
|
||
+ AMD/Intel graphics cards acceleration supported.
|
||
|
||
## Preparing the environment
|
||
The following commands need to be executed in the environment of Python version 3.8 or higher.
|
||
|
||
(Windows/Linux)
|
||
First install the main dependencies through pip:
|
||
```bash
|
||
# Install PyTorch-related core dependencies, skip if installed
|
||
# Reference: https://pytorch.org/get-started/locally/
|
||
pip install torch torchvision torchaudio
|
||
|
||
#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
|
||
#pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu117
|
||
```
|
||
|
||
Then can use poetry to install the other dependencies:
|
||
```bash
|
||
# Install the Poetry dependency management tool, skip if installed
|
||
# Reference: https://python-poetry.org/docs/#installation
|
||
curl -sSL https://install.python-poetry.org | python3 -
|
||
|
||
# Install the project dependencies
|
||
poetry install
|
||
```
|
||
|
||
You can also use pip to install them:
|
||
```bash
|
||
|
||
for Nvidia graphics cards
|
||
pip install -r requirements.txt
|
||
|
||
for AMD/Intel graphics cards：
|
||
pip install -r requirements-dml.txt
|
||
|
||
```
|
||
|
||
------
|
||
Mac users can install dependencies via `run.sh`:
|
||
```bash
|
||
sh ./run.sh
|
||
```
|
||
|
||
## Preparation of other Pre-models
|
||
RVC requires other pre-models to infer and train.
|
||
|
||
You need to download them from our [Huggingface space](https://huggingface.co/lj1995/VoiceConversionWebUI/tree/main/).
|
||
|
||
Here's a list of Pre-models and other files that RVC needs:
|
||
```bash
|
||
hubert_base.pt
|
||
|
||
./pretrained
|
||
|
||
./uvr5_weights
|
||
|
||
If you want to test the v2 version model (the v2 version model has changed the input from the 256 dimensional feature of 9-layer Hubert+final_proj to the 768 dimensional feature of 12-layer Hubert, and has added 3 period discriminators), you will need to download additional features
|
||
|
||
./pretrained_v2
|
||
|
||
#If you are using Windows, you may also need these two files, skip if FFmpeg and FFprobe are installed
|
||
ffmpeg.exe
|
||
|
||
https://huggingface.co/lj1995/VoiceConversionWebUI/blob/main/ffmpeg.exe
|
||
|
||
ffprobe.exe
|
||
|
||
https://huggingface.co/lj1995/VoiceConversionWebUI/blob/main/ffprobe.exe
|
||
|
||
If you want to use the latest SOTA RMVPE vocal pitch extraction algorithm, you need to download the RMVPE weights and place them in the RVC root directory
|
||
|
||
https://huggingface.co/lj1995/VoiceConversionWebUI/blob/main/rmvpe.pt
|
||
|
||
For AMD/Intel graphics cards users you need download:
|
||
|
||
https://huggingface.co/lj1995/VoiceConversionWebUI/blob/main/rmvpe.onnx
|
||
|
||
```
|
||
Then use this command to start Webui:
|
||
```bash
|
||
python infer-web.py
|
||
```
|
||
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.
|
||
|
||
## Credits
|
||
+ [ContentVec](https://github.com/auspicious3000/contentvec/)
|
||
+ [VITS](https://github.com/jaywalnut310/vits)
|
||
+ [HIFIGAN](https://github.com/jik876/hifi-gan)
|
||
+ [Gradio](https://github.com/gradio-app/gradio)
|
||
+ [FFmpeg](https://github.com/FFmpeg/FFmpeg)
|
||
+ [Ultimate Vocal Remover](https://github.com/Anjok07/ultimatevocalremovergui)
|
||
+ [audio-slicer](https://github.com/openvpi/audio-slicer)
|
||
+ [Vocal pitch extraction:RMVPE](https://github.com/Dream-High/RMVPE)
|
||
+ The pretrained model is trained and tested by [yxlllc](https://github.com/yxlllc/RMVPE) and [RVC-Boss](https://github.com/RVC-Boss).
|
||
|
||
## Thanks to all contributors for their efforts
|
||
<a href="https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/graphs/contributors" target="_blank">
|
||
<img src="https://contrib.rocks/image?repo=RVC-Project/Retrieval-based-Voice-Conversion-WebUI" />
|
||
</a>
|
||
|