Easy-Voice-Toolkit  by Spr-Aachen

Local AI voice toolkit for audio processing, recognition, transcription, and conversion

Created 2 years ago
839 stars

Top 42.4% on SourcePulse

GitHubView on GitHub
Project Summary

Easy Voice Toolkit is a user-friendly, locally deployable AI audio processing suite for voice recognition, transcription, and conversion. It targets users who need an integrated workflow for audio manipulation, from raw files to speech models, with a focus on voice conversion.

How It Works

The toolkit integrates several open-source projects, including audio-slicer, VoiceprintRecognition, whisper, and GPT-SoVITS. It provides a modular approach, allowing users to select specific tools or chain them for a complete voice conversion workflow. This architecture facilitates a gradual transformation of audio files into speech models.

Quick Start & Requirements

  • Installation: Clone the repository with submodules (git clone --recurse-submodules) and install dependencies using pip install -r requirements.txt.
  • Prerequisites: Python 3.8+, PyTorch (with CUDA 11.8 example provided).
  • System: Currently supports Windows only.
  • Resources: A "Ready-to-use portable package" is available for easier setup, containing all dependencies and models.
  • Demo: Google Colab demo available.

Highlighted Details

  • Supports Chinese, English, and Japanese for most functions.
  • Includes tools for audio processing, voice recognition, transcription, dataset creation, model training, and voice conversion.
  • Offers both lightweight installer and a large, ready-to-use portable package.
  • Future features include LLM integration and a C++ (Qt) client refactor.

Maintenance & Community

  • Active development indicated by "WIP" for backend development.
  • Contact details provided for feedback and suggestions.

Licensing & Compatibility

  • The project is free and open-source ("Natürlich~♪").
  • Users are responsible for dataset authorization.
  • Distribution or public sharing requires attribution to the original author and source.
  • Not intended for production environments.

Limitations & Caveats

  • Currently limited to Windows OS.
  • Users must manage dataset authorization and are solely responsible for any infringement issues.
  • Distribution terms require clear indication of voice changing usage and input source details.
Health Check
Last Commit

17 hours ago

Responsiveness

1 day

Pull Requests (30d)
2
Issues (30d)
3
Star History
24 stars in the last 30 days

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Starred by Georgios Konstantopoulos Georgios Konstantopoulos(CTO, General Partner at Paradigm) and Chip Huyen Chip Huyen(Author of "AI Engineering", "Designing Machine Learning Systems").

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