Title :
Modeling of Physical Characteristics of Speech under Stress
Author :
Xiao Yao ; Jitsuhiro, Takatoshi ; Miyajima, Chiyomi ; Kitaoka, Norihide ; Takeda, Kazuya
Author_Institution :
Changzhou Key Lab. of Robot. & Intell. Technol., Hohai Univ., Changzhou, China
Abstract :
This letter presents a method to perform the classification of speech under stress based on physical characteristics. A physical model is proposed to model airflow patterns in the physiological system in order to represent the process of speech production under psychological stress, and physical parameters characterizing airflow variations in the vocal folds, the vocal tract, and laryngeal ventricle are explored. Experimental evaluations show that the physical parameters are effective for the classification of stressed speech.
Keywords :
biomedical engineering; physiological models; speech; airflow pattern model; airflow variation characterization; laryngeal ventricle; physical model; physiological system; psychological stress; speech physical characteristics modeling; speech production process; stressed speech classification; vocal fold; vocal tract; Atmospheric modeling; Mathematical model; Physiology; Production; Speech; Speech processing; Stress; Airflow pattern; physical characteristics; stress classification; two-mass model;
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2015.2434732