DocumentCode
3119314
Title
Experimental results of measuring human fatigue by utilizing uttered voice processing
Author
Shiomi, Kei ; Sato, Kiminori ; Sawa, M. ; Mizukami, N.
Author_Institution
Electron. Navig. Res. Inst., Tokyo
fYear
2008
fDate
12-15 Oct. 2008
Firstpage
3338
Lastpage
3342
Abstract
It is possible to measure human cerebral activity by utilizing a new chaotic method for analyzing the spoken voice. In experiments, we measured the Flicker Frequency and voice-derived Cerebral Exponents of subjects at 12-minutes intervals during a ten-hour railway driving simulation exercise. The results confirm that our analysis method is able to measure human central nervous system activity levels, as is possible using the Flicker Tester, from speech. We believe that it will be possible to evaluate the mental and physical condition of critical workers in real-time in their working environments by monitoring only their speech. We also believe that workspace safety will be much improved by the introduction of the new chaotic voice analyzer.
Keywords
biomedical measurement; fatigue; neurophysiology; speech; chaotic method; chaotic voice analyzer; flicker frequency; flicker tester; human central nervous system; human cerebral activity; human fatigue; speech; uttered voice processing; voice-derived cerebral exponents; Anthropometry; Central nervous system; Chaos; Condition monitoring; Fatigue; Frequency measurement; Humans; Rail transportation; Speech analysis; System testing; SiCECA; chaos; fatigue; voice processing;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man and Cybernetics, 2008. SMC 2008. IEEE International Conference on
Conference_Location
Singapore
ISSN
1062-922X
Print_ISBN
978-1-4244-2383-5
Electronic_ISBN
1062-922X
Type
conf
DOI
10.1109/ICSMC.2008.4811812
Filename
4811812
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