Description
Ming-3.0-tts-0.5B is a dense multilingual speech synthesis model developed by inclusionAI, hosted on Hugging Face. It is built on the Qwen2.5-0.5B backbone and features 0.5 billion parameters. The model supports a wide range of languages, including Chinese, English, German, Spanish, French, Korean, and Japanese, along with dialects such as Sichuanese and Cantonese.
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The model offers advanced capabilities like zero-shot voice cloning from a short reference clip and voice design from natural-language speaker descriptions. Users can exercise free-form control over delivery and speaking style, with 100+ built-in Chinese voices and five built-in English voices available. Additionally, it provides 14 inline tags for paralinguistic sounds like breath, cough, sigh, and laughter in Chinese or English, and allows explicit control over emotion, speed, pitch, and volume.
Ming-3.0-tts-0.5B is designed for research and creative use, with a focus on multilingual synthesis and dialect control. It requires the Ming-3.0-tts GitHub repository for inference, as the Hugging Face repository is primarily for checkpoint distribution. The model is tested on NVIDIA H800-80GB and H20-96G with CUDA 12.4, and supports both CLI and Python API for integration.
The model's performance is benchmarked against other open-source models, showing competitive results in zero-shot TTS and multilingual synthesis. However, it has limitations in speaker similarity compared to content accuracy, and emotion control can be challenging when words lack emotional signals. Users are advised to label synthetic speech appropriately and avoid misuse, such as impersonating real individuals without consent.
- CategoryText to Speech
- Pricing ModelOpen source
- DeploymentCloud
- PlatformsWeb
Ming-3.0-tts-0.5B Highlights
Dense multilingual speech synthesis
Zero-shot voice cloning
Voice design from natural-language descriptions
Free-form control of delivery and style
100+ built-in Chinese voices
Explicit emotion, speed, pitch, and volume control
Multilingual synthesis with dialect control
Python API and CLI support
Getting Started with Ming-3.0-tts-0.5B
Access model: Visit Hugging Face repository
Authenticate: Clone GitHub repository
Set up environment: Follow README instructions
Integrate via API: Use Python API or CLI scripts
Optimize: Adjust parameters for desired output
Ming-3.0-tts-0.5B's Use Cases
- Voice Cloning
- Multilingual Synthesis
- Emotion Control
- Paralinguistic Sounds
- Voice Design
