Fish Speech

Fish Speech is an advanced speech processing codebase designed for inference and fine-tuning of models related to speech tasks. It is a project that provides a comprehensive setup for users to engage with speech technology, including training and inference capabilities.

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Fish Speech

Introduction

What is Fish Speech?

Fish Speech is an advanced speech processing codebase designed for inference and fine-tuning of models related to speech tasks. It is a project that provides a comprehensive setup for users to engage with speech technology, including training and inference capabilities. The codebase is released under the BSD-3-Clause license, with models under the CC-BY-NC-SA-4.0 license, and is compatible with both Linux and Windows systems.

How to Use Fish Speech?

The utilization of Fish Speech involves the following steps:

  • Requirements Fulfillment: Ensure you have the necessary GPU memory (4GB for inference, 16GB for fine-tuning).
  • Windows Setup: For non-professional Windows users, the process includes unzipping the project, installing the environment with install_env.bat, and setting up the LLVM compiler and other tools as needed.
  • Linux Setup: Users can create a Python 3.10 virtual environment, install PyTorch, and then install Fish Speech using pip. Additional system packages like sox may be required.
  • Accessing WebUI: Users can access the Fish-Speech training and inference configuration through a WebUI page by executing start.bat.
  • API Server: Optionally, users can start the API server by editing the API_FLAGS.txt file in the project directory.

Features of Fish Speech

  • Cross-Platform Support: Fish Speech is compatible with both Windows and Linux, catering to a wide range of users.
  • GPU-Accelerated Processing: It leverages GPU memory for efficient model inference and fine-tuning.
  • WebUI Interface: Provides a user-friendly interface for configuring training and inference.
  • Customizable Installation: Users can customize their installation process through batch files and environment variable settings.
  • Continuous Updates: The project is actively maintained with regular updates and improvements, as indicated by the changelog.
  • Community Engagement: Offers Discord and QQ Group channels for community support and discussions.
  • Legal Disclaimer: The project includes a clear warning against illegal use and encourages adherence to local laws, including the DMCA.
  • Open Source: Being open source, Fish Speech allows users to access, modify, and contribute to the codebase.

Fish Speech is a robust platform for those interested in speech technology, offering powerful tools and a supportive community for developers and researchers alike.