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
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;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International Conference on
Conference_Location :
Kyoto
Print_ISBN :
978-1-4673-0045-2
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2012.6288945