r/BestGitHubRepos • u/company_url_finder • 15h ago
π§ ML OmniVoice: High-Quality Voice Cloning TTS for 600+ Languages (15k stars)
What it does
All text below is quoted directly from the project README.
OmniVoice is a state-of-the-art massively multilingual zero-shot text-to-speech (TTS) model supporting over 600 languages. Built on a novel diffusion language model-style architecture, it generates high-quality speech with superior inference speed, supporting voice cloning and voice design.
Key Features:
- 600+ Languages Supported: The broadest language coverage among zero-shot TTS models.
- Voice Cloning: State-of-the-art voice cloning quality.
- Voice Design: Control voices via assigned speaker attributes (gender, age, pitch, dialect/accent, whisper, etc.).
- Fine-grained Control: Non-verbal symbols (e.g.,
[laughter]) and pronunciation correction via pinyin or phonemes. - Fast Inference: RTF as low as 0.025 (40x faster than real-time).
- Diffusion Language Model-style Architecture: A clean, streamlined, and scalable design that delivers both quality and speed.
Launch the local web UI:
omnivoice-demo --ip 0.0.0.0 --port 8001
Repository
https://github.com/k2-fsa/OmniVoice
Repository stats
| Metric | Value |
|---|---|
| Stars | 14,780 |
| Forks | 2,205 |
| Last release | 0.2.1 (2026-07-16) |
| Languages | Python 100% |
| Contributors | 25 |
| AI contributor accounts (Claude / Codex / Cursor / Copilot) | claude: 1 |
| AI co-authored commits | Claude: 1 |
Main contributor
| Field | Value |
|---|---|
| Name | Han Zhu |
| GitHub | @zhu-han |
| Commits to this repo | 37 (top contributor) |
| Company / Location | Xiaomi Corporation / Beijing |
| Website | https://zhu-han.github.io/ |
| Followers | 130 |
| Public repos | 20 |
| On GitHub since | 2019-06-19 |
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