Title :
Multidimensional acoustic analysis for evaluation of voice quality of unilateral vocal fold paralysis
Author :
Shanshan Liu ; Nan Yan ; Ng, Manwa L. ; Lan Wang ; Zhijian Wang
Author_Institution :
Shenzhen Inst. of Adv. Technol., Shenzhen, China
Abstract :
Unilateral vocal fold paralysis (UVFP) can be managed by injection laryngoplasty using different implant materials. To observe the long-term results of hyaluronic injection for unilateral vocal fold paralysis, acoustical measures including the glottal to noise excitation (GNE), vocal fold excitation ratio (VFER), glottis quotient (GQ) and mel frequency cepstral coefficients (MFCC) were obtained from the sustained vowel /a/ produced by twelve native Cantonese UVFP patients, in order to objectively evaluate the therapeutic efficacy during three time points: before treatment, during treatment, and post recovery from UVFP. Results showed that GNE and VFER were sensitive to vocal quality differences after laryngoplasty. High specificity of these acoustical measures in distinguishing voice quality before and after surgery was found, indicating that energy distribution analysis and glottis vibrational measures could be used a supplemental tool to traditional acoustic analysis, and if combined, an effective monitoring tool for UVFP treatment.
Keywords :
prosthetics; surgery; GNE; MFCC; UVFP treatment; VFER; energy distribution analysis; glottal to noise excitation; glottis quotient; glottis vibrational measures; hyaluronic injection; implant materials; injection laryngoplasty; mel frequency cepstral coefficients; multidimensional acoustic analysis; native Cantonese UVFP patients; surgery; sustained vowel; therapeutic efficacy; unilateral vocal fold paralysis; vocal fold excitation ratio; voice quality; Acoustic measurements; Energy measurement; Mel frequency cepstral coefficient; Noise; Speech; Vibrations;
Conference_Titel :
Information Science and Technology (ICIST), 2014 4th IEEE International Conference on
Conference_Location :
Shenzhen
DOI :
10.1109/ICIST.2014.6920575