Characterizing Dysarthria Diversity for Automatic Speech Recognition: A Tutorial From the Clinical Perspective

Characterizing Dysarthria Diversity for Automatic Speech Recognition: A Tutorial From the Clinical Perspective

Despite significant advancements in automatic speech recognition (ASR) technology, even the best performing ASR systems are inadequate for speakers with impaired speech. This inadequacy may be, in part, due to the challenges associated with acquiring a sufficiently diverse training sample of disorde...

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Bibliographic Details
Main Authors: Hannah P. Rowe, Sarah E. Gutz, Marc F. Maffei, Katrin Tomanek, Jordan R. Green
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-04-01
Series:Frontiers in Computer Science
Subjects:
training corpora
dysarthric speech
automatic speech recognition
acoustic analysis of speech
clinical framework
diversity and inclusion
Online Access:https://www.frontiersin.org/articles/10.3389/fcomp.2022.770210/full

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https://www.frontiersin.org/articles/10.3389/fcomp.2022.770210/full

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