• 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