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CosyVoice

16,323
1,755
Python

Project Description

Multi-lingual large voice generation model, providing inference, training and deployment full-stack ability.

CosyVoice: Multi-lingual large voice generation model, providing inference, training and deployment full-stack

Project Title

CosyVoice — Multi-lingual Large Voice Generation Model for High-Quality Speech Synthesis

Overview

CosyVoice is a multi-lingual large voice generation model that offers full-stack capabilities for inference, training, and deployment. It stands out for its ultra-low latency, high accuracy, strong stability, and natural experience in speech synthesis. The project supports multiple languages and dialects, including Chinese, English, Japanese, Korean, and various Chinese dialects.

Key Features

  • Multilingual support with zero-shot voice cloning for cross-lingual and code-switching scenarios
  • Ultra-low latency with rapid first packet synthesis, achieving latency as low as 150ms
  • Improved pronunciation accuracy and benchmark achievements in character error rate
  • Enhanced prosody and sound quality, with emotional and dialectal flexibility

Use Cases

  • Voice cloning and speech synthesis for applications requiring natural-sounding and accurate voice outputs
  • Cross-lingual and code-switching scenarios in voice assistants and communication tools
  • Voice conversion and text-to-speech applications in media, entertainment, and accessibility services

Advantages

  • Supports a wide range of languages and dialects, enhancing global applicability
  • Achieves low latency and high-quality audio output, suitable for real-time applications
  • Offers improved accuracy and stability compared to previous versions, leading to more reliable voice synthesis

Limitations / Considerations

  • The project's license is currently unknown, which may affect its usage in commercial applications
  • The requirement for specific hardware and software environments may limit its accessibility for some users

Similar / Related Projects

  • Mozilla TTS: An open-source text-to-speech model that focuses on high-quality speech synthesis, differing in its focus on English language support.
  • ESPnet: A toolkit for end-to-end speech processing, including speech synthesis, with a broader scope than CosyVoice.
  • ParallelWaveGAN: A fast and high-quality vocoder for end-to-end speech synthesis, differing in its focus on vocoder technology.

Basic Information


📊 Project Information

🏷️ Project Topics

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Project Information

Created on 7/3/2024
Updated on 9/10/2025