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0.1 - First Steps
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@pzelasko pzelasko released this 03 Nov 14:55
v0.1
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Learn about vigilant mode.

”The journey of a thousand miles begins with one step.” – Lao Tzu

The first official release of Lhotse! It provides a solid base to build speech research and applications upon, by treating speech and audio data as a first-class citizen in the ML world.

Lhotse is going to continue to evolve, and some API changes might still happen.

Highlights:

  • audio-specific data model with Recording, Supervision, Features, and Cut manifests
  • integration with PyTorch for task-specific Dataset classes and Torchaudio for feature extraction
  • built-in data preparation for 8 speech corpora, including Librispeech, Switchboard, AMI, and TED-LIUM v3
  • intuitive interfaces that work well with interactive environments such as Jupyter notebooks for data visualisation
  • on-the-fly or pre-computed feature extraction and data augmentation
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