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inclusionAI·Nov 24, 2025·v1.0·open source

Ming-omni-tts-16.8B-A3B

Ming-omni-tts-16.8B-A3B is a high-performance unified audio generation model developed by inclusionAI. It enables precise control over speech attributes and facilitates the synthesis of speech, environmental sounds, and music in a single channel.

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overview

Ming-omni-tts-16.8B-A3B is a high-performance unified audio generation model developed by inclusionAI. It enables precise control over speech attributes and facilitates the synthesis of speech, environmental sounds, and music in a single channel.

key features
  • 01Fine-grained Vocal Control: Supports precise control over speech rate, pitch, volume, emotion, and dialect through simple commands.
  • 02Intelligent Voice Design: Features 100+ premium built-in voices and supports zero-shot voice design via natural language descriptions.
  • 03Immersive Unified Generation: Jointly generates speech, ambient sound, and music in a single channel, delivering a seamless auditory experience.
  • 04High-efficiency Inference: Introduces a "Patch-by-Patch" compression strategy, reducing inference frame rate to 3.1Hz, enabling podcast-style audio generation.
  • 05Professional Text Normalization: Accurately parses and narrates complex formats, including mathematical expressions and chemical equations.