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Quantifying dysphonia severity using a spectral/cepstral-based acoustic index: Comparisons with auditory-perceptual judgements from the CAPE-V

Awan, Shaheen N., Roy, Nelson, Jetté, Marie E., Meltzner, Geoffrey S., Hillman, Robert E.·2010·Clinical Linguistics & Phonetics

Abstract

This study investigated the relationship between acoustic spectral/cepstral measures and listener severity ratings in normal and disordered voice samples. CAPE-V sentence samples and the vowel /a/were elicited from eight normal speakers and 24 patients with varying degrees of dysphonia severity. Samples were analysed for measures of the cepstral peak prominence (CPP), the ratio of low-to-high spectral energy, and their respective standard deviations. Perceptual ratings of overall severity were also obtained for all samples. Results showed that all acoustic variables combined in a four-factor model which correlated with perceived severity with R = 0.81 (R(2) = 0.65). For the vowel /a/, a five-factor model incorporating all acoustic variables and gender correlated with perceived severity with R = 0.96 (R(2) = 0.91). Results indicate that a strong relationship between perceptual and acoustic estimates of dysphonia severity can be achieved in both continuous speech and vowel contexts using a model incorporating spectral/cepstral measures.

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Metadata

Authors
Awan, S. N., Roy, N., Jetté, M. E., Meltzner, G. S., & Hillman, R. E.
Venue
Clinical Linguistics & Phonetics
Published
2010-08-05
Volume
24
Issue
9
Pages
742-758
ISSN
  • 0269-9206 (ISSN-L)
  • 1464-5076
OpenAlex
W2090439810
Cited by
300
References
32
FWCI
5.14
Type
journal article
Language
en
Open access
closed

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CoChat. (2026). Citation check: Quantifying dysphonia severity using a spectral/cepstral-based acoustic index: Comparisons with auditory-perceptual judgements from the CAPE-V. https://app.cochat.ai/papers/10.3109/02699206.2010.492446
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Awan, S. N., Roy, N., Jetté, M. E., Meltzner, G. S., & Hillman, R. E. (2010). Quantifying dysphonia severity using a spectral/cepstral-based acoustic index: Comparisons with auditory-perceptual judgements from the CAPE-V. Clinical Linguistics & Phonetics. https://doi.org/10.3109/02699206.2010.492446

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