DocumentCode :
2789740
Title :
Speech under physical stress: A production-based framework
Author :
Patil, Sanjay ; Sangwan, Abhijeet ; Hansen, John H L
Author_Institution :
Dept. of Electr. Eng., Univ. of Texas at Dallas, Richardson, TX, USA
fYear :
2010
fDate :
14-19 March 2010
Firstpage :
5146
Lastpage :
5149
Abstract :
This paper examines the impact of physical stress on speech. The methodology adopted here identifies inter-utterance breathing (IUB) patterns as a key intermediate variable while studying the relationship between physical stress and speech. Additionally, this work connects high-level prosodic changes in the speech signal (energy, pitch, and duration) to the corresponding breathing patterns. Our results demonstrate the diversity of breathing and articulation patterns that speakers employ in order to compensate for the increased body oxygen demand. Here, we identify the normalized value of breathing energy rate (proportional to minute volume) acquired from a conventional as well as physiological microphone as a reliable and accurate estimator of physical stress. Additionally, we also show that the prosodic patterns (pitch, energy, and duration) of high-level speech structure shows good correlation with the normalized-breathing energy rate. In this manner, the study establishes the interconnection between temporal speech structure and physical stress through breathing.
Keywords :
biocommunications; pneumodynamics; speech; articulation pattern; body oxygen demand; interutterance breathing pattern; physical stress; physiological microphone; production based framework; temporal speech structure; Chemicals; Fatigue; Frequency; Microphones; Robustness; Sleep; Speech analysis; Stress; System performance; Working environment noise; Breathing Patterns; Physical Stress; Physiological Microphone (PMIC); Speech under Stress;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on
Conference_Location :
Dallas, TX
ISSN :
1520-6149
Print_ISBN :
978-1-4244-4295-9
Electronic_ISBN :
1520-6149
Type :
conf
DOI :
10.1109/ICASSP.2010.5495016
Filename :
5495016
Link To Document :
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