Audio and video · Independent · 23 Oct 2026

k2-fsa/OmniVoice

High-Quality Voice Cloning TTS for 600+ Languages

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OmniVoice. High-Quality Voice Cloning TTS for 600+ Languages.

In simple English

This tool takes written text and turns it into spoken audio files. It speaks over six hundred different languages with natural intonation. You can give it a short recording of any person and it will copy their exact voice. It runs on your own computer or server using a graphics card. It is free to download and use under an open source licence.

What it is

OmniVoice is a massively multilingual text-to-speech model built on a diffusion language model architecture. It provides Python libraries and command-line tools for zero-shot voice cloning, voice design, and batch audio generation.

What it is good for

Solo builders who need to generate spoken audio in multiple languages or clone specific voices for podcasts, videos, or applications without paying commercial cloud fees.

Stars16k
LicenceApache-2.0
Latest0.2.1 (2026-07-16)checked 23 Oct 2026
Last code change2026-10-19
Written inPython
Setup effort
4 / 5
Payoff
5 / 5
Good
  • Supports over six hundred languages with high fidelity.
  • Performs zero-shot voice cloning from a short three to ten second reference audio clip.
  • Includes command-line tools and a local web interface for quick testing.
Watch for
  • Requires a dedicated graphics card with several gigabytes of memory to run locally.
  • Voice design features are primarily trained on Chinese and English data.
  • Large model downloads and PyTorch dependency installation take time and disk space.
Replaces

Commercial cloud text-to-speech APIs

Works well with

Hugging Face transformers

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Install
git clone https://github.com/k2-fsa/OmniVoice.git
cd OmniVoice
pip install -e .

Independent: reviewed for Repo Radar outside the daily editions. Every independent repository

On Stack Radar: Design & Creative › Audio & Voice Production › Voice Cloning.

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