Code Monkey home page Code Monkey logo

quickvc-voiceconversion's Introduction

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

Put pretrained model into logs/quickvc

Inference with pretrained model

python convert.py

You can change convert.txt to select the target and source

Preprocess

  1. Hubert-Soft
cd dataset
python encode.py soft dataset/VCTK-16K dataset/VCTK-16K
  1. Spectrogram resize data augumentation, please refer to FreeVC.

Train

python train.py

If you want to change the config and model name, change:

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

References

If you have any question about the decoder, refer to MS-ISTFT-VITS.

If you have any question about the Hubert-soft, refer to Soft-VC.

If you have any question about the data augumentation, refer to FreeVC.

If you meet any problem, welcome to contact with me.

quickvc-voiceconversion's People

Contributors

quickvc avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.