Driver behavior analysis through speech emotion understanding

IEEE Intelligent Vehicles Symposium, Proceedings

Volumn , Issue , 2010, Pages 238-243

  Kamaruddin, N ^a   Wahab, A ^b  

^a NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

^b INTERNATIONAL ISLAMIC UNIVERSITY MALAYSIA   (Malaysia)

Author keywords

[No Author keywords available]

Indexed keywords

ALTERNATIVE APPROACH; DRIVER BEHAVIOR; EMOTION UNDERSTANDING; HUMAN BEHAVIORS; INDICATOR SYSTEM; MAJOR FACTORS; MOTOR VEHICLE ACCIDENTS; SPACE MODELS; SPEECH EMOTION RECOGNITION; STATE DETECTION; STATE-BASED; WARNING SYSTEMS;

ACCIDENTS; INTELLIGENT VEHICLE HIGHWAY SYSTEMS; SPEECH RECOGNITION;

BEHAVIORAL RESEARCH;

EID: 77956548679     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IVS.2010.5548124     Document Type: Conference Paper

References (18)

1. G. L. Clore and J. R. Huntsinger, "How emotions inform judgment and regulate thought," Trends in Cognitive Science, vol. 11, 2007, pp. 393-399.
2. A. N. Stephens and J. A. Groeger, "Do emotional appraisals of traffic situations influence driver behaviour?," presented at the 2006 Behavioural Studies Seminar, Bath, UK, 4 April 2006.
3. T. Bellet, B. Bailly-Asuni, P. Mayenobe and A. Banet, "A theoretical and methodological framework for studying and modelling drivers' mental representations," Safety Science, vol. 47, Issue 9, November 2009, pp. 1205-1221.
4. C. Nass, I-M. Jonsson, H. Harris, B. Reaves, J. Endo, S. Brave and L. Takayama, "Improving automotive safety by pairing driver emotion and car voice emotion," In Proc. of Conference on Human Factors in Computing Systems (CHI'05), Portland, OR, 2005, pp. 1973-1976.
5. H. Schlosberg, "Three dimension of emotion," Psychological Review, Vol. 61, no. 2, 1954, pp. 81-88.
6. M. Khalid, A. Wahab and N. Kamaruddin, "Real time driving data collection and driver verification using CMAC-MFCC." In Proc. The 2008 International Conference on Artificial Intelligence (ICAI '08), Las Vegas, NV, 2008, pp. 219-224.
7. F. Burkhardt, A. Paeschke, M. Rolfes, W. Sendlmeier and B. Weiss, "A database of German Emotional Speech", In. Proc. INTERSPEECH-ISCA, 2005, pp. 1517-1520.
8. N. Kamaruddin and A. Wahab, "Features extraction for speech emotion," Journal of Computational Methods in Science and Engineering (JCMSE), Vol. 9, Supplement 1, 2009, pp. S1-S12.
9. W. B. Cannon, "The James-Lange theory of emotion: A critical examination and an alternative theory," American Journal of Psychology, Vol. 39, 1927, pp. 10-124.
10. I. R. Murray, C. Baber and A.J. South. "Towards a definition and working model of stress and its effect on speech," Speech Communication, Vol. 20. 1996, pp 1-12.
11. R. R. Cornelius, "The Science of Emotion: Research and Tradition," The Psychology of Emotion. Prentice-Hall, Upper Saddle River, NJ. 1996
12. N. Kamaruddin and A. Wahab, "CMAC for Speech Emotion Profiling," In Proc. of the 10th Annual Conference of the International Speech Communication Association (INTERSPEECH 2009), Brighton, UK, 6-10 Sep 2009, pp. 1991-1994.
13. M. Slaney, "Auditory Toolbox Version 2," Technical Report #1998-010, Interval Research Corporation, 1998.
14. T. Ganchev, N. Fakotakis and G., Kokkinakis, "Comparative evaluation of various MFCC implementations on the speaker verification task," In Proc. 10th International Conference on Speech and Computer (SPECOM 2005), Vol. 1, 2005, pp 191-194.
15. C. Bishop, Neural Networks for Pattern Recognition, Oxford, Clarendon Press, 1997.
16. J. -S. R. Jang, "ANFIS: Adaptive-Network-Based Fuzzy Inference System" IEEE Trans. on System Man and Cybernatics, Vol. 23, Issue 3, 1993, pp. 665-685.
17. W. L. Tung and C. Quek. "GenSoFNN: A generic self-organizing fuzzy neural network," IEEE Trans. Neural Networks, Vol. 13, 2002, pp. 1075-1086.
18. W. L. Tung and C. Quek. "DIC: A novel discrete incremental clustering technique for the derivation of fuzzy membership functions," PRICAI 2002: Trends in Artificial Intelligence, Lecture Notes in Computer Science. Vol. 2417. 2002, pp. 485-491.