Search Results for author: Patrick von Platen

Found 7 papers, 4 papers with code

XTREME-S: Evaluating Cross-lingual Speech Representations

no code implementations21 Mar 2022 Alexis Conneau, Ankur Bapna, Yu Zhang, Min Ma, Patrick von Platen, Anton Lozhkov, Colin Cherry, Ye Jia, Clara Rivera, Mihir Kale, Daan van Esch, Vera Axelrod, Simran Khanuja, Jonathan H. Clark, Orhan Firat, Michael Auli, Sebastian Ruder, Jason Riesa, Melvin Johnson

Covering 102 languages from 10+ language families, 3 different domains and 4 task families, XTREME-S aims to simplify multilingual speech representation evaluation, as well as catalyze research in "universal" speech representation learning.

Representation Learning speech-recognition +3

Multi-Span Acoustic Modelling using Raw Waveform Signals

no code implementations21 Jun 2019 Patrick von Platen, Chao Zhang, Philip Woodland

This paper proposes a novel multi-span structure for acoustic modelling based on the raw waveform with multiple streams of CNN input layers, each processing a different span of the raw waveform signal.

Acoustic Modelling Automatic Speech Recognition +1

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