Search Results for author: Julie Cattiau

Found 2 papers, 1 papers with code

On-Device Personalization of Automatic Speech Recognition Models for Disordered Speech

no code implementations • 18 Jun 2021 • Katrin Tomanek, Françoise Beaufays, Julie Cattiau, Angad Chandorkar, Khe Chai Sim

While current state-of-the-art Automatic Speech Recognition (ASR) systems achieve high accuracy on typical speech, they suffer from significant performance degradation on disordered speech and other atypical speech patterns.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1

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Personalizing ASR for Dysarthric and Accented Speech with Limited Data

1 code implementation • 31 Jul 2019 • Joel Shor, Dotan Emanuel, Oran Lang, Omry Tuval, Michael Brenner, Julie Cattiau, Fernando Vieira, Maeve McNally, Taylor Charbonneau, Melissa Nollstadt, Avinatan Hassidim, Yossi Matias

In this paper, we present and evaluate finetuning techniques to improve ASR for users with non-standard speech.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1

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