Towards intuitive speech interaction by the integration of emotional aspects

Proceedings of the IEEE International Conference on Systems, Man and Cybernetics

Volumn 6, Issue , 2002, Pages 481-486

  Schuller, Björn ^a  

^a TECHNICAL UNIVERSITY OF MUNICH   (Germany)

Author keywords

Automatic emotion recognition; Social competence in the human computer interaction; Speech processing

Indexed keywords

HUMAN COMPUTER INTERACTION; MARKOV PROCESSES; MATHEMATICAL MODELS; REAL TIME SYSTEMS;

AUTOMATIC EMOTION RECOGNITION;

SPEECH PROCESSING;

EID: 0036969924     PISSN: 08843627     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (29)

1. R. Cornelius, "Theoretical approaches to emotion," ISCA Workshop on Speech and Emotion, Belfast 2000.
2. C. Darwin, "The Expression of the emotions in man and animals," Chicago: University of Chicago Press 1872 / 1965
3. W. James, "What is an emotion?," Mind, 19, pp. 188-205, 1884
4. J. R. Averill, "A constructivist view of emotion," published in R. Plutchik & H. Kellerman (Eds.) "Emotion: Theory, research and experience, vol. 1," pp. 305-339, New York: Academic Press, 1980
5. R. Harré (Ed.), "The social costruction of emotions," Oxford: Basil Blackwell, 1986
6. R. Cowie, E. Douglas-Cowie, N. Tsapatsoulis, G. Votsis, S. Kollias, W. Fellenz, and J.G. Taylor, "Emotion recognition in human-computer interaction," IEEE Signal Processing magazine, vol. 18, no. 1, pp. 32-80, January 2001.
7. C. Pereira, "Dimensions of emotional meaning in speech," ISCA 2000, Canada, 2000
8. R. W. Picard, "Toward computers that recognize and respond to user emotion," IBM Systems Journal, Vol. 39, NOS 3&4, S. 705-719, 2000
9. B. Schuller, M. Lang, G. Rigoll, "Multimodal Emotion Recognition in Audiovisual Communication," ICME 2002, IEEE, Lausanne, CH
10. B. Schuller, M. Lang, G. Rigoll, "Automatic Emotion Recognition by the speech-signal,", SCI 2002, IIIS, Orlando, Florida, USA
11. T. S. Polzin, "Verbal and non-verbal cues in the communication of emotions," ICASSP 2000, Paper Proc. ID: 3485, Turkey, 2000
12. H. Bußmann, "Lexikon der Sprachwissenschaft," Alfred Kröner Verlag, Stuttgart, 2. Ausg. 1990
13. S. McGilloway, R. Cowie, E. Douglas-Cowie, S. Gielen, M. Westerdijk, and S. Stroeve, "Approaching automatic recognition of emotion from voice: a rough benchmark," Proceedings of the ISCA workshop on Speech and Emotion, pp. 207-212, Newcastle 2000
14. M. Kienast, W. F. Sendlmeier, "Acoustical analysis of spectral and temporal changes in emotional speech," ISCA 2000, Canada, 2000
15. A. Nogueiras, A. Moreno, A. Bonafonte, J. Mariño, "Speech Emotion Recognition Using Hidden Markov Models," Eurospeech 2001, Poster Proceedings, pp. 2679-2682, Scandinavia, 2001
16. M. Schröder, "Experimental study of affect bursts," ISCA 2000, Canada, 2000
17. B. Schuller, M. Lang, "Integrative rapid-prototyping for multimodal user interfaces" USEWARE 2002, VDI/VDE #1678, Darmstadt, BRD, pp. 279-284
18. L. ten Bosch, "Emotions: What is possible in the ASR framework," ISCA 2000, Canada, 2000
19. N. Amir, "Classifying emotions in speech: a comparison of methods," Eurospeech 2001, Poster Proceedings, pp. 127-130, Scandinavia, 2001
20. R. Cowie, E. Douglas-Cowie, B. Appoloni, J. Taylor, A. Romano and W. Fellenz, "What a neural net needs to know about emotion words," CSCC Proceedings, pp. 5311-5316, CSCC 1999
21. B. Eppinger, E. Heiter, "Sprachverarbeitung," Carl Hanser Verlag, München Wien, 1993
22. G.S. Ying, L.H. Jamieson, and C.D. Mitchell, "A Probabilistic Approach to AMDF Pitch Detection," published in "Proceedings of the Fourth International Conference on Spoken Language Processing," Philadelphia, PA, October 1996
23. S. W. Smith, "The Scientist and Engineer's Guide to Digital Signal Processing," Second Edition, California Technical Publishing, San Diego, CA, 1999
24. F. Itakura, "Distance Measure for Speech Recognition Based on the Smoothes Group Delay Spectrum," Proc. of the ICASSP 87, Vol. 3, pp. 1257-1260, 1987
25. Y. Linde, A. Buzo and R.M. Gray, "An algorithm for vector quantizer design," IEEE Transactions on Communications, vol. 28, pp. 84-95, January 1980.
26. L. E. Baum, "An Inequality and Associated Maximization Technique in Statistical Estimation for Probabilistic Functions of Markov Processes," Inequalities, Vol. 1, pp. 1-8, 1972
27. R. Cowie, E. Douglas-Cowie, S. Savvidou, E. McMahon, M. Sawey and M. Schröder, "'Feeltrace': an instrument for recording perceived emotion in real time," ISCA 2000, Canada, 2000
28. K. R. Scherer, R. Banse, H. G. Wallbott, T. Goldbeck, "Vocal cues in emotion encoding and decoding," Motivation and Emotion 15, pp. 123-148, 1991
29. L. R. Rabiner, "A Tutorial on Hidden Markov Models and Selected Applications in Speech Recognition," Proceedings of the IEEE, Vol. 77, No. 2, February 1989