
Ming 3.0 TTS Brings Controllable Speech
Ming-3.0-tts is an MIT-licensed open-weight TTS family from InclusionAI with 0.5B dense and 7.9B-total/1.3B-active MoE variants. It supports seven languages, dialects, voice cloning, voice design, natural-language direction, and paralinguistic controls.[GitHub](https://github.com/inclusionAI/Ming-3.0-tts)
Ming-3.0-tts stands out by treating speech direction as a first-class developer interface, not just a voice-selection option.
- –Voice cloning, text-designed voices, emotion controls, and inline expressive tags make it useful for narration, assistants, and interactive audio.[Official demo](https://nomorecoding.github.io/Ming-3.0-tts/)
- –The 0.5B model lowers the barrier for local deployment, though its full package is several gigabytes and official testing used high-end NVIDIA hardware.[Independent review](https://blog.mushroom.cv/blog/ming-3-tts-small-model-evaluation/)
- –The tiny MoE variant adds multi-speaker dialogue but requires a larger, more specialized runtime.
- –Reported pronunciation and controlled-voice results are promising, but independent analysis finds no across-the-board lead in speaker similarity or English WER.[Independent review](https://blog.mushroom.cv/blog/ming-3-tts-small-model-evaluation/)
DISCOVERED
1h ago
2026-10-25
PUBLISHED
1h ago
2026-10-25
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AI Search