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Add new augmentations: lowpass filtering, lossy compression (opus/mp3/vorbis) #1451

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@racoiaws racoiaws commented Feb 5, 2025

This PR adds two operations on Cuts/Recordings and corresponding randomized CutSet transforms

  1. Lowpass filtering
  2. In-memory lossy compression (with immediate decoding back to raw waveform)

Both would be useful for training robust ASR models, speech enhancement models, etc.

TODO

  • tests
  • docstrings for new methods in lhotse.audio.recording.Recording

@anteju anteju requested review from pzelasko and anteju February 5, 2025 19:18
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