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Perceptual Classification of Motor Speech Disorders: The Role of Severity, Speech Task, and Listener's Expertise.

Michaela PernonFrédéric AssalIna KodrasiMarina Laganaro
Published in: Journal of speech, language, and hearing research : JSLHR (2022)
The auditory-perceptual classification of MSDs in a diagnostic approach reaches substantial performance only in expert SLPs with continuous speech samples, albeit with lower accuracy for AoS. Specific training associated with objective classification tools seems necessary to improve recognition of neurotypical speech and distinction between AoS and dysarthria.
Keyphrases
  • deep learning
  • machine learning
  • hearing loss
  • working memory
  • clinical practice