The OmniVoice project is a cutting-edge multilingual text-to-speech system designed to generate high-quality speech across more than 600 languages. Built on a diffusion language model-style architecture, it combines scalability with strong performance, enabling both natural-sounding voice synthesis and efficient inference speeds. One of its most notable capabilities is zero-shot voice cloning, allowing users to replicate a speaker’s voice using only a short reference audio clip. In addition, it supports voice design through configurable attributes such as gender, accent, pitch, and speaking style, giving users fine-grained control over generated speech. The system also includes advanced features like non-verbal expression tags and pronunciation overrides, enabling expressive and precise output. With support for both API-based and command-line usage, it is designed for research, production, and experimentation alike.

Features

  • Support for over 600 languages in text-to-speech generation
  • Zero-shot voice cloning using short reference audio
  • Voice design through configurable speaker attributes
  • Fine-grained control over pronunciation and non-verbal cues
  • High-speed inference with real-time performance capabilities
  • Multiple interfaces including Python API and CLI tools

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License

Apache License V2.0

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Additional Project Details

Programming Language

Python

Related Categories

Python Text to Speech Software, Python Text-to-Speech (TTS) Models

Registered

2026-04-15