TY - JOUR
T1 - Predicting Intelligibility Deficit in Dysphonic Speech with Cepstral Peak Prominence
AU - Ishikawa, Keiko
AU - de Alarcon, Alessandro
AU - Khosla, Sid
AU - Kelchner, Lisa
AU - Silbert, Noah
AU - Boyce, Suzanne
N1 - Publisher Copyright:
© 2017, © The Author(s) 2017.
PY - 2018/2/1
Y1 - 2018/2/1
N2 - Objectives: The aim of this study was to examine the potential of cepstral peak prominence (CPP) for predicting the intelligibility deficit in dysphonic speech. Methods: Sentences from Hearing-in-Noise Test were recorded from 18 speakers with dysphonia and 18 speakers with normal voice. These samples were presented to 60 adults with normal hearing in quiet and noise at signal to noise ratio of +0 dB. Intelligibility was measured by orthographic transcription. Cepstral peak prominence was measured for all samples. Correlation between CPP and intelligibility score was examined. Results: Intelligibility was significantly lower in dysphonic speech than normal speech in the presence of background noise. The correlation between CPP and intelligibility score was moderate when the intelligibility scores were averaged per speaker. Conclusions: Cepstral peak prominence only moderately predicts intelligibility deficit in dysphonic speech. Accordingly, CPP alone is not sufficient for describing the deficit.
AB - Objectives: The aim of this study was to examine the potential of cepstral peak prominence (CPP) for predicting the intelligibility deficit in dysphonic speech. Methods: Sentences from Hearing-in-Noise Test were recorded from 18 speakers with dysphonia and 18 speakers with normal voice. These samples were presented to 60 adults with normal hearing in quiet and noise at signal to noise ratio of +0 dB. Intelligibility was measured by orthographic transcription. Cepstral peak prominence was measured for all samples. Correlation between CPP and intelligibility score was examined. Results: Intelligibility was significantly lower in dysphonic speech than normal speech in the presence of background noise. The correlation between CPP and intelligibility score was moderate when the intelligibility scores were averaged per speaker. Conclusions: Cepstral peak prominence only moderately predicts intelligibility deficit in dysphonic speech. Accordingly, CPP alone is not sufficient for describing the deficit.
KW - acoustic analysis
KW - background noise
KW - cepstral peak prominence
KW - dysphonia
KW - intelligibility
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U2 - 10.1177/0003489417743518
DO - 10.1177/0003489417743518
M3 - Article
C2 - 29224360
AN - SCOPUS:85040678824
SN - 0003-4894
VL - 127
SP - 69
EP - 78
JO - Annals of Otology, Rhinology and Laryngology
JF - Annals of Otology, Rhinology and Laryngology
IS - 2
ER -