fishaudio/fish-speech

Advanced multilingual text-to-speech solution offering zero-shot voice cloning capabilities with exceptional accuracy and speed. This innovative system delivers high-quality audio output across multiple languages without phoneme dependencies.

Screenshot of fish-speech website

Revolutionizing Text-to-Speech Technology

Fish Speech represents a significant breakthrough in text-to-speech technology, combining advanced voice cloning capabilities with multilingual support to deliver an exceptional audio generation experience. This cutting-edge system transforms how we approach voice synthesis, making it more accessible and efficient than ever before.

Advanced Voice Cloning Technology

At the heart of Fish Speech lies its sophisticated voice cloning system. With just a brief 10-30 second vocal sample, the technology can accurately replicate voices while maintaining natural intonation and speaking patterns. This zero-shot and few-shot capability demonstrates the system's remarkable ability to understand and reproduce voice characteristics with minimal input data.

Comprehensive Language Support

Fish Speech breaks down language barriers with its extensive multilingual capabilities. The system seamlessly handles text in English, Japanese, Korean, Chinese, French, German, Arabic, and Spanish. What sets it apart is its ability to process multilingual text without requiring language-specific configurations - users can simply input text in any supported language, and the system automatically handles the rest.

Technical Excellence and Performance

The system's technical architecture showcases several impressive achievements:

  • Language Processing: Operating without phoneme dependencies, the model demonstrates strong generalization capabilities across various language scripts.
  • Accuracy Metrics: Achieves remarkably low error rates, with Character Error Rate (CER) and Word Error Rate (WER) around 2% for extended English texts.
  • Processing Speed: Utilizing fish-tech acceleration, the system achieves impressive real-time factors - approximately 1:5 on an Nvidia RTX 4060 laptop and 1:15 on an Nvidia RTX 4090.

User-Friendly Implementation

Fish Speech prioritizes accessibility through multiple interface options:

  • Web Interface: A Gradio-based web UI compatible with major browsers ensures easy access and operation.
  • Desktop Application: A dedicated PyQt6 graphical interface works seamlessly with the API server across Linux, Windows, and macOS platforms.
  • Deployment Flexibility: The system supports straightforward server setup with native support for major operating systems, maintaining optimal performance levels.

Performance and Optimization

The system's architecture is designed for optimal performance across different hardware configurations. Its efficient processing enables fast text-to-speech conversion while maintaining high-quality output. The technology's ability to handle complex voice patterns and multiple languages simultaneously demonstrates its sophisticated underlying architecture.

Technical Integration

Fish Speech's deployment-friendly nature makes it an ideal solution for various applications. The system can be easily integrated into existing workflows, whether for personal use or enterprise-level applications. Its robust API server implementation ensures reliable performance across different platforms and use cases.

This comprehensive text-to-speech solution represents a significant advancement in voice synthesis technology. By combining multilingual support, accurate voice cloning, and efficient processing, Fish Speech provides a powerful tool for modern audio content creation and voice synthesis applications.