# Ant Ling — Ming-Omni-TTS: Simple and Efficient Unified Generation of Speech, Music, and Sound with Precise Control

- Company: Ant Ling (ant-ling.com)
- Announced: 2026-03-04
- Category: new-model
- Coverage: not counted
- Announcement: yes
- Group: models
- Source: https://developer.ant-ling.com/en/blogs/ming-omni-tts
- Record: https://forck.live/items/22333-ming-omni-tts-simple-and-efficient-unified-generation-of-speech-music-and
- Subject: Ling / Ring / Ming
- Open weights: yes
- Models affected: Ming-Omni-TTS

Ant Ling introduced Ming-Omni-TTS, a unified audio generation model that can synthesize speech, environmental sounds, and music in a single channel. The model features fine-grained vocal control over speech rate, pitch, volume, emotion, and dialects, achieving 93% accuracy for Cantonese and 46.7% for emotional control. It also includes over 100 built-in voices, supports zero-shot voice design via natural language descriptions, and uses a Patch-by-Patch compression strategy to reduce inference frame rate to 3.1Hz.

## Evidence

Verbatim from https://developer.ant-ling.com/en/blogs/ming-omni-tts:

> Ming-omni-tts is a high-performance unified audio generation model that achieves precise control over speech attributes and enables single-channel synthesis of speech, environmental sounds, and music.

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Record: https://forck.live/items/22333-ming-omni-tts-simple-and-efficient-unified-generation-of-speech-music-and
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