parakeet asr demo
README.md
Parakeet ASR Demo
Speech recognition using NVIDIA's Parakeet TDT model.
Features
- ๐๏ธ Speech-to-text transcription using NVIDIA Parakeet TDT model
- ๐ Real-time transcription with progress tracking
- ๐ Support for multiple audio formats (WAV, FLAC)
- ๐ Transcription history with export options
- ๐ฏ Optimized for both short and long audio files
- ๐ป GPU acceleration support with fallback to CPU
Setup
Install dependencies:
bash pip install -r requirements.txtRun the application:
bash streamlit run app.py
Requirements
- Python 3.8+
- NVIDIA GPU with CUDA support (strongly recommended for optimal performance)
- FFmpeg (for audio processing)
Usage
- Upload an audio file or record directly in the browser
- Wait for the model to process and transcribe
- View and export transcription results
Notes
- NVIDIA GPU with CUDA support is strongly recommended for optimal performance
- Long audio files (>8 minutes) will automatically use optimized settings
- Maximum recommended audio duration is 30 minutes