Context-independent multilingual emotion recognition from speech signals

International Journal of Speech Technology

Volumn 6, Issue 3, 2003, Pages 311-320

  Hozjan, Vladimir ^a   Kačič, Zdravko ^a  

^a UNIVERSITY OF MARIBOR   (Slovenia)

Author keywords

Cross language emotion recognition; Emotion recognition; Emotions; Speech

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; DATABASE SYSTEMS; FACE RECOGNITION; FEATURE EXTRACTION; NATURAL LANGUAGE PROCESSING SYSTEMS; NEURAL NETWORKS; SPEECH ANALYSIS; STATISTICAL METHODS;

CROSS LANGUAGE EMOTION RECOGNITION; DATABASE SPECIFIC EMOTIONAL FEATURES; MULTILINGUAL EMOTION RECOGNITION;

SPEECH RECOGNITION;

EID: 0038277026     PISSN: 13812416     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1023426522496     Document Type: Article

References (28)

1. Anscombe, E. and Geach, P. (1970). Descartes Philosophical Writing. Nelson: The Open University.
2. Armon-Jones, C. (1986). The Social Functions of Emotion. Oxford: Basil Blackwell.
3. Arnold, M.B. (1980). Emotion and Personality, vol. 2, Physiological aspect New York: Columbia University Press.
4. Banse, R. and Scherer, K.R. (1996). Acoustic profiles in vocal emotion expression. Journal of Personality and Social Psychology, 70(3):614-636.
5. Camurri, A. and Coglio, A. (1998). An architecture for emotional agents. IEEE Multimedia, October-December:24-33.
6. Cornelius, R. (1996). The Science of Emotion. Upper Saddle River, NJ: Prentice-Hall.
7. Cornelius, R. (2000). Theoretical approaches to emotion. Proc. from ISCA Workshop on Speech and Emotion. Belfast, pp. 3-11.
8. Ekman, P. (1972). Universals and cultural differences in facial expressions of emotion. Nebraska Symposium on Motivation 1971. Lincoln, NE: University of Nebraska Press, vol. 19, pp. 207-283.
9. Fridlund, A.J. (1994). Human Facial Expression. An Evolutionary View, San Diego: Academic Press.
10. Frijda, N.H. (1986). The Emotions. Cambridge University Press, Editions de la Maison des Sciences de l'Homme, Paris.
11. Hozjan, V. and Kacic, Z. (2001). Comparison of prosodic features in emotional speech. Euroimage 2001.
12. Interface project. Multimodal analysis/synthesis system for human interaction to virtual and augment environments. coor. F. Lavangetto, EC IST-1999-No 10036, 2000-2002, http://www.ist-interface.org.
13. James, W. (1884). What is an emotion? Mind, 19:188-205.
14. Johnstone, I.T. (1996). Emotional speech elicited using computer games. Proceedings of the 4th International Conference on Spoken Language Processing, vol. 3, pp. 1985-1988.
15. Kramer, E. (1963). Judgment of personal characteristics and emotions from nonverbal properties of speech. Psychological Bulletin, 60:408-420.
16. LeDoux, J. (1996). The Emotional Brain, New York: Simon & Shuster.
17. Li, Y. and Zhao, Y. (1998). Recognizing emotions in speech using short-term and long-term features. Proceedings of the International Conference on Speech and Language Processing, pp. 2255-2558.
18. Lutz, C.A. (1988). Unnatural emotions: Everyday sentiments on a Micronesian atoll and their challenge to western theory. Chicago: University of Chicago Press.
19. Noam, A. (2001). Classifying emotions in speech: A comparison of methods. Eurospeech 2001.
20. Noguerias, A., Moreno, A., Bonafonte, A., and Marino, J.B. (2001). Speech emotion recognition using hidden Markov models. Eurospeech 2001.
21. Pittam, J. and Scherer, K. (1992). The encoding of affect: A review and direction for future research. Proceedings of the Fourth Australian International Conference on Speech Science and Technology, Brisbane.
22. Qian, X. and Kimaresan, R. (1996). A variable frame pitch estimator and test results. IEEE Transaction on ASSP, 24:399-417.
23. Tickle, A. (2000). English and Japanese speakers' emotion vocalization and recognition: A comparison highlighting vowel quality. Proc. from ISCA Workshop on speech and emotion. Belfast. pp. 104-110.
24. Tomkins, S.S. (1982). Affect theory. In P. Ekman (Ed.), Emotion in the Human Face. New York.
25. Williams, C.E. and Stevens, K.N. (1972). Emotions and speech: Some acoustical correlates. Journal of the Acoustical Society of America, 52:1238-1250.
26. Young, S., Ollason, D., Valtchev, V., and Woodland, P. (1997). The HTK Book (for HTK 2.1). Entropic Cambridge Research Laboratory.
27. Zajonc, R.B. (1980). Feeling and thinking: Preferences need no inferences. American Psychologist, 35:151-175.
28. Zell, A. (1997). Simulation Neuraler Netze, Addison Wesley Longman Verlag Gmbh, München.