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  This project extends the [Whisper Streaming](https://github.com/ufal/whisper_streaming) implementation by incorporating few extras. The enhancements include:
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- 1. **Efficient FastAPI Server with WebSocket Endpoint**: Real-time speech-to-text transcription for browsers, web apps, or React Native, with audio chunks processed via FFmpeg async streaming process to ensure minimal latency.
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- 2. **Buffering preview**: Enhances streaming feedback by displaying the unvalidated buffer content, allowing users to see live processing updates.
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- 3. **Javascript Client implementation**: Functionnal and minimalist MediaRecorder implementation that can be copied on your client side.
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- 4. **MLX Whisper backend**: Integrates the alternative backend option MLX Whisper, optimized for efficient speech recognition on Apple silicon.
 
 
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  ![Demo Screenshot](src/demo.png)
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  This project extends the [Whisper Streaming](https://github.com/ufal/whisper_streaming) implementation by incorporating few extras. The enhancements include:
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+ 1. **FastAPI Server with WebSocket Endpoint**: Real-time STT in browsers. Audio chunks processed via FFmpeg async streaming process.
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+ 2. **Buffering preview**: Enhances streaming feedback by displaying the unvalidated buffer content.
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+ 3. **Multiple users**: The backend can support multiple users simultaneously without conflicts.
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+ 4. **Javascript Client implementation**: MediaRecorder implementation that can be copied on your client side.
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+
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+ 5. **MLX Whisper backend**: Integrates the alternative backend option MLX Whisper, optimized for efficient speech recognition on Apple silicon.
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  ![Demo Screenshot](src/demo.png)
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