Assessing vowel centralization in dysarthria: A comparison of methods

共振峰 元音 构音障碍 感知 听力学 心理学 中元音 语音学 点(几何) 变化(天文学) 声学 数学 语音识别 计算机科学 语言学 医学 天体物理学 物理 哲学 神经科学 几何学
作者
Annalise R. Fletcher,Megan J. McAuliffe,Kaitlin L. Lansford,Julie Liss
出处
期刊:Journal of the Acoustical Society of America [Acoustical Society of America]
卷期号:138 (3_Supplement): 1779-1779
标识
DOI:10.1121/1.4933636
摘要

Previous literature has consistently reported correlations between acoustic vowel centralization and perceptual measurements of dysarthria. However, the strength of these relationships is highly variable, and many of the techniques used to measure vowel centralization have not been directly compared. This study evaluates methods of assessing vowel centralization and listeners’ perceptions of dysarthria—with the aim of strengthening the relationship between these variables. Sixty-one speakers of New Zealand English (NZE; 17 healthy older individuals and 44 speakers diagnosed with dysarthria) read a standard passage. Metrics of vowel centralization were calculated using first and second formants of the [ɐː], [iː] and [oː] NZE point vowels. The results demonstrate that both the use of a flexible formant extraction point, and changes to the frequency unit in which formants are measured, can strengthen the relationship between acoustic and perceptual measures. Furthermore, applying these formant values to different metrics of vowel centralization, and changing the instructions listeners are given to rate dysarthria, can also reduce levels of unexplained variation in the relationship. In combination, these changes accounted for 18–26% more variance between vowel centralization measurements and listener perceptions of dysarthria in both male and female speakers.

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