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
Link To Document :
بازگشت