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Streaming transcriber with whisper
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Yuta Hayashibe f75b13e0ba Add debug log
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README.md

whisper_streaming (beta version)

CI CodeQL Typos

Streaming transcriber with whisper. Transcribing in real time, enough machine power is needed.

Example

# Setup
git clone https://github.com/shirayu/whisper_streaming.git
cd whisper_streaming
poetry install --only main

# If you use GPU, install proper torch and torchaudio with "poetry run pip install -U"
# Example : torch for CUDA 11.6
poetry run pip install -U torch torchaudio --extra-index-url https://download.pytorch.org/whl/cu116

# Run in English
poetry run whisper_streaming --language en --model base -n 20
  • --help shows full options
  • --language sets the language to transcribe. The list of languages are shown with poetry run whisper_streaming -h
  • -t sets temperatures to decode. You can set several like (-t 0.0 -t 0.1 -t 0.5), but too many temperatures exhaust decoding time
  • -n sets interval of parsing. Larger values can improve accuracy but consume more memory.
  • --debug outputs logs for debug

Tips

PortAudio Error

If you get OSError: PortAudio library not found: Install portaudio

# Ubuntu
sudo apt-get install portaudio19-dev

License