Cool_Tools/Retrieval-based-Voice-Conversion-WebUI
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@ -25,14 +25,13 @@ 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)
> A online demo using RVC that convert Vocal to Acoustic Guitar audio：https://huggingface.co/spaces/lj1995/vocal2guitar
> Vocal2Guitar demo video：https://www.bilibili.com/video/BV19W4y1D7tT/
> 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, larger 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;
@ -42,6 +41,7 @@ This repository has the following features:
+ 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.
@ -69,7 +69,13 @@ poetry install
You can also use pip to install them:
```bash
pip install -r requirements.txt
for Nvidia graphics cards
pip install -r requirements.txt
for AMD/Intel graphics cards：
pip install -r requirements-dml.txt
```
------
@ -95,8 +101,23 @@ If you want to test the v2 version model (the v2 version model has changed the i
./pretrained_v2
#If you are using Windows, you may also need this dictionary, skip if FFmpeg is installed
#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
@ -104,8 +125,6 @@ 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.
There's also a tutorial on RVC in Chinese and you can check it out if needed.
## Credits
+ [ContentVec](https://github.com/auspicious3000/contentvec/)
+ [VITS](https://github.com/jaywalnut310/vits)