Detecting fatigue from voice using speech recognition

Sixth IEEE International Symposium on Signal Processing and Information Technology, ISSPIT

Volumn , Issue , 2006, Pages 567-571

  Greeley, H P ^a   Friets, E ^a   Wilson, J P ^a   Raghavan, S ^b   Picone, J ^b   Berg, J ^c  

^a CREARE INC   (United States)

^b MISSISSIPPI STATE UNIVERSITY   (United States)

^c MATHWORKS INC   (United States)

Author keywords

Confidence measures; Fatigue detection; Speech recognition

Indexed keywords

FATIGUE TESTING; PERSONNEL; RISK ANALYSIS; SPEECH ANALYSIS; VOCABULARY CONTROL; WORD PROCESSING;

CONFIDENCE MEASURES; FATIGUE DETECTION; PSYCHOLOGICAL PRESSURES; SLEEP CYCLES;

SPEECH RECOGNITION;

EID: 44449107118     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISSPIT.2006.270865     Document Type: Conference Paper

References (11)

1. J. Whitmore and S. Fisher, "Speech During Sustained Operations," Speech Communication, Vol. 20, pp. 55-70, 1996.
2. M. Vollrath, "Automatic Measurement of Aspects of Speech Reflecting Motor Coordination," Behavior Research Methods, Instruments and Computers, Vol. 26, No. 1, pp. 35-40, 1989.
3. I. Saito, O Fujiwara, N Utsuki, C Mizumoto, and T. Arimori, "Hypoxia-Induced Fatal Aircraft Accident Revealed by Voice Analysis," Avaition, Space, and Environmental Medicine, Vol. 51, pp. 402-406, 1980.
4. J. Picone, "Signal Modeling Techniques in Speech Recognition," IEEE Proceedings, Vol. 81, No. 9, pp. 1215-1247, 1993.
5. F. Wessel, R. Schlüter, K. Macherey, and H. Ney, "Confidence Measures for Large Vocabulary Continuous Speech Recognition". IEEE Transactions on Speech and Audio Processing, Vol. 9, No. 3, pp. 288-298, 2001.
6. H. Greeley, J. Berg, E. Friets, J. Wilson, G. Greenough, J. Picone, J. Whitmore and T. Nesthus, "Fatigue Prediction Using Voice Analysis," submitted to the Behavioral Research Methods, February 2006.
7. T. Roth, T.A. Roehrs, M.A. Carskadon, and W.C. Dement, "Daytime Sleepiness and Alertness in Principles and Practice of Sleep Medicine," Second Edition. In Kryger, M.H., Roth, T., and Dement, W.C. (Eds.), WB Saunders Company, Philadelphia, 1989, pp. 14-23.
8. T. Roehrs and T. Roth, "Multiple Sleep Latency Test: Technical Aspects and Normal Values," J. Clin. Neurophysiol, Vol. 9, Ch. 1, 1992, pp. 63-67.
9. J.M. Gregory, X. Xie, and S.A. Megel, "SLEEP (Sleep Loss Effects on Everyday Performance) Model," Aviation, Space, and Environmental Medicine, Vol. 75, Sup 1, pp. 125-133, 2004.
10. L. Mangu, E. Brill and A. Stolcke, "Finding Consensus in Speech Recognition: Word Error Minimization and Other Applications of Confusion Networks," Computer, Speech and Language , Vol. 14, No. 4, pp. 373-400, 2000.
11. S. R. Hursh, D. P.Redmond, M L. Johnson, D. R. Thorne, G. Belenky, T. J. Balkin, W. F. Storm, J. C Miller and D. R. Eddy, "Fatigue models for applied research in Warfignting," Aviation, Space, and Environmental Medicine. Vol. 75, No. 3, pp A44 - A53, 2004.