# QuickVC-VoiceConversion

**Repository Path**: rsmeng/QuickVC-VoiceConversion

## Basic Information

- **Project Name**: QuickVC-VoiceConversion
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: MIT
- **Default Branch**: main
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2023-12-26
- **Last Updated**: 2023-12-26

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# QuickVC
This repository contains the open source code, audio samples and pretrained models of my paper: QuickVC: Any-to-many Voice Conversion Using Inverse Short-time Fourier Transform for Faster Conversion
## [Demo Page](https://quickvc.github.io/quickvc-demo)
<img src="qvcfinalwhite.png" width="100%">

## [Pretrained Model](https://drive.google.com/drive/folders/1DF6RgIHHkn2aoyyUMt4_hPitKSc2YR9d?usp=share_link)
Put pretrained model into logs/quickvc

## Inference with pretrained model
```python
python convert.py
```
You can change convert.txt to select the target and source
## Preprocess
1. Hubert-Soft
```python
cd dataset
python encode.py soft dataset/VCTK-16K dataset/VCTK-16K
```
2. Spectrogram resize data augumentation, please refer to [FreeVC](https://github.com/OlaWod/FreeVC).

## Train

```python
python train.py
```

If you want to change the config and model name, change:
```python
parser.add_argument('-c', '--config', type=str, default="./configs/quickvc.json",help='JSON file for configuration')
parser.add_argument('-m', '--model', type=str,default="quickvc",help='Model name')
```                   
in utils.py

In order to use the sr during training, change [this part](https://github.com/quickvc/QuickVC-VoiceConversion/blob/277118de9c81d1689e16be8a43408eda4223553d/data_utils_new_new.py#L70) to
```python
i = random.randint(68,92)
c_filename = filename.replace(".wav", f"_{i}.npy")
```    
## References
If you have any question about the decoder, refer to [MS-ISTFT-VITS](https://github.com/MasayaKawamura/MB-iSTFT-VITS).

If you have any question about the Hubert-soft, refer to [Soft-VC](https://github.com/bshall/hubert).

If you have any question about the data augumentation, refer to [FreeVC](https://github.com/OlaWod/FreeVC).
## If you meet any problem, welcome to contact with me.