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Receiver operating characteristic analysis of acoustic and electroglottographic parameters with different sustained vowels.

Göksu YılmazMehmet Emrah CangiMuhammed Kürşad Yelken
Published in: Logopedics, phoniatrics, vocology (2021)
In acoustic analyses, /ʌ/ and /ɛ/ sustained vowels give the highest diagnostic performance. In the electroglottographic evaluation, on the other hand, /ɛ/ and /i/ vowels, when the position of the tongue is forward, have better classification performance compared to /ʌ/ and /u/ vowels, when the position of the tongue is back.
Keyphrases
  • machine learning
  • deep learning