DocumentCode :
2229267
Title :
Acoustical analysis of voices produced by Cantonese patients of unilateral vocal fold paralysis acoustical analysis of voices by Cantonese UVFP
Author :
Nan Yan ; Lan Wang ; Ng, Manwa L.
Author_Institution :
Lab. of Ambient Intell. & Multimodal Syst., Chinese Univ. of Hong Kong, Shenzhen, China
fYear :
2013
fDate :
5-8 Aug. 2013
Firstpage :
1
Lastpage :
5
Abstract :
Injection laryngoplasty using hyaluronic acid for patients of unilateral vocal fold paralysis (UVFP) is becoming more prevalent in Hong Kong. The present investigation explored the efficacy of the procedure by examining various acoustical measures. Both traditional perturbation analyses and nonlinear dynamical measures were used to assess the change in patients´ voice quality between before, one month and three months after injection laryngoplasty. Jitter, shimmer, noise-to-harmonic ratio (NHR), and nonlinear recurrence period density entropy (RPDE), detrended fluctuation analysis (DFA) and correlation dimension (D2) were obtained from the sustained vowel /i/ produced by ten native Cantonese UVFP patients. Results showed that RPDE and D2 were sensitive to improvement after injection laryngoplasty. The receiver operating characteristic area under curve analysis (ROC-AUC) was also used to demonstrate the diagnostic performance of these objective measures. High specificity of these four acoustic measures in distinguishing the voice quality before and after surgery was found, indicating that nonlinear dynamical analysis could be a supplemental tool to traditional acoustic analysis, and if combined, an effective monitoring tool for UVFP treatment.
Keywords :
acoustic signal processing; bioacoustics; biomedical measurement; entropy; medical disorders; medical signal processing; nonlinear dynamical systems; patient diagnosis; patient monitoring; sensitivity analysis; speech; speech processing; surgery; Cantonese UVFP patients; ROC-AUC; UVFP treatment; acoustical measures; correlation dimension; detrended fluctuation analysis; diagnostic performance; hyaluronic acid; injection laryngoplasty; jitter; monitoring tool; noise-to-harmonic ratio; nonlinear dynamical analysis; nonlinear dynamical measures; nonlinear recurrence period density entropy; patient voice quality; receiver operating characteristic area under curve analysis; shimmer; surgery; traditional acoustic analysis; traditional perturbation analyses; unilateral vocal fold paralysis acoustical analysis; voice acoustical analysis; Acoustic measurements; Acoustics; Jitter; Nonlinear dynamical systems; Pathology; Speech; Surgery; acoustical analysis; correlation dimension; detrended fluctuation analysis; recurrence period density entropy; unilateral vocal fold paralysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing, Communication and Computing (ICSPCC), 2013 IEEE International Conference on
Conference_Location :
KunMing
Type :
conf
DOI :
10.1109/ICSPCC.2013.6664001
Filename :
6664001
Link To Document :
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