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MLMU Online #18: Voice processing revolution: The future is now!

  Machine learning

Talk #1: Lhotse: a speech data representation library for the modern deep learning ecosystem (Piotr Żelasko, Meaning) AbstractSpeech data is notoriously difficult to work with due to a variety of codecs, lengths of recordings, and meta-data formats. We present Lhotse, a speech data representation library that draws upon lessons learned from Kaldi speech recognition toolkit and brings its concepts into the modern deep learning ecosystem. Lhotse provides a common JSON description format with corresponding Python classes and data preparation recipes for over 30 popular speech corpora. Various...