OPENGIT/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) 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. > 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. > 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 ## Summary
This repository has the following features: This repository has the following features:
+ Reduce tone leakage by replacing the source feature to training-set feature using top1 retrieval; + 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; + Easy-to-use Webui interface;
+ Use the UVR5 model to quickly separate vocals and instruments. + 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. + 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 ## Preparing the environment
The following commands need to be executed in the environment of Python version 3.8 or higher. 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: You can also use pip to install them:
```bash ```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 ./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 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: Then use this command to start Webui:
```bash ```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. 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 ## Credits
+ [ContentVec](https://github.com/auspicious3000/contentvec/) + [ContentVec](https://github.com/auspicious3000/contentvec/)
+ [VITS](https://github.com/jaywalnut310/vits) + [VITS](https://github.com/jaywalnut310/vits)