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Toward Automated Articulation Rate Analysis via Connected Speech in Dysarthrias.

Vojtěch IllnerTereza TykalováMichal NovotnýJiří KlempířPetr DušekJan Rusz
Published in: Journal of speech, language, and hearing research : JSLHR (2022)
The state-of-the-art speech recognition tool provided the most precise articulation rate estimates. If speech recognizer is not accessible, the freely available Praat script based on simple intensity thresholding might still provide robust properties even in severe dysarthria. Automated articulation rate assessment may serve as a natural, inexpensive biomarker for monitoring disease severity and a differential diagnosis of Parkinsonism.
Keyphrases
  • machine learning
  • deep learning
  • high throughput
  • hearing loss
  • drug induced
  • parkinson disease