DocumentCode
3164583
Title
Physical characteristics of vocal folds during speech under stress
Author
Yao, Xiao ; Jitsuhiro, Takatoshi ; Miyajima, Chiyomi ; Kitaoka, Norihide ; Takeda, Kazuya
Author_Institution
Grad. Sch. of Inf. Sci., Nagoya Univ., Nagoya, Japan
fYear
2012
fDate
25-30 March 2012
Firstpage
4609
Lastpage
4612
Abstract
We focus on variations in the glottal source of speech production, which is essential for understanding the generation of speech under psychological stress. In this paper, a two-mass vocal fold model is fitted to estimate the stiffness parameters of vocal folds during speech, and the stiffness parameters are then analyzed in order to classify recorded samples into neutral and stressed speech. Mechanisms of vocal folds under stress are derived from the experimental results. We propose using a Muscle Tension Ratio (MTR) to identify speech under stress. Our results show that MTR is more effective than a conventional method of stress measurement.
Keywords
biomechanics; biomedical measurement; muscle; speech processing; conventional method; glottal source; muscle tension ratio; neutral speech; psychological stress; speech production; stiffness parameters; stress measurement; stressed speech; two-mass vocal fold model; Databases; Hidden Markov models; Muscles; Production; Speech; Speech recognition; Stress; physical parameters; speech under stress; two-mass model;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International Conference on
Conference_Location
Kyoto
ISSN
1520-6149
Print_ISBN
978-1-4673-0045-2
Electronic_ISBN
1520-6149
Type
conf
DOI
10.1109/ICASSP.2012.6288945
Filename
6288945
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