MCPServer is a Python-based server that leverages Alibaba's FunASR library to provide speech processing services through the FastMCP framework.
Overview
What is MCPServer?
MCPServer is a Python-based server that utilizes Alibaba's FunASR library to provide advanced speech processing services through the FastMCP framework.
How to use MCPServer?
To use MCPServer, clone the repository, set up a Python virtual environment, install dependencies, and run the server using Uvicorn. You can then interact with the server via HTTP requests or an MCP client.
Key features of MCPServer?
- Audio validation to check the integrity of audio files.
- Asynchronous speech transcription using advanced ASR models.
- Voice Activity Detection (VAD) to identify speech segments in audio files.
- Dynamic model loading and configuration for ASR and VAD tasks.
Use cases of MCPServer?
- Transcribing audio files for accessibility.
- Detecting speech segments in recordings for analysis.
- Validating audio files before processing.
FAQ from MCPServer?
- Can MCPServer handle multiple audio formats?
Yes, MCPServer supports various audio formats as long as they are valid and readable.
- Is there a limit to the length of audio files for transcription?
No, MCPServer can handle long audio files due to its asynchronous processing capabilities.
- How can I customize the ASR model used for transcription?
You can specify the model name in the transcription request to use a different ASR model.