Integrating information from speech and physiological signals to achieve emotional sensitivity

9th European Conference on Speech Communication and Technology

Volumn , Issue , 2005, Pages 809-812

  Kim, Jonghwa ^a   André, Elisabeth ^a   Rehm, Matthias ^a   Vogt, Thurid ^a   Wagner, Johannes ^a  

^a UNIVERSITY OF AUGSBURG   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

BEHAVIORAL RESEARCH; DECISION THEORY; ERROR CORRECTION; INFORMATION THEORY; MODAL ANALYSIS; PHYSIOLOGICAL MODELS; SPEECH ANALYSIS;

BIOSIGNALS; EMOTION RECOGNITION; MULTIMODAL ANALYSIS; SINGLE MODALITY;

SPEECH RECOGNITION;

EID: 33745184901     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (16)

1. 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 Mag., vol. 18, pp. 32-80, 2001.
2. T. L. Nwe, F. S. Wei, and L. C. D. Silva, "Speech based emotion classification," in IEEE Region 10 International Conference on Electrical Electronic Technology, vol. l, Aug. 2001, pp. 297-301.
3. L. S. Chen, "Joint processing of audio-visual information for the recognition of emotional expression in human-computer interaction," Ph.D. dissertation, University of Illinois at Urbana-Champaign, Dept. of Electrical Engineering, 2000.
4. A. Batliner, V. Zeissler, C. Frank, J. Adelhardt, R. P. Shi, and E. Nöth, "We are not amused-but how do you know? user states in a multi-modal dialogue system," in EUROSPEECH'03, Geneva, 2003, pp. 733-736.
5. R. Picard, E. Vyzas, and J. Healy, "Toward machine emotional intelligence: Analysis of affective physiological state," IEEE Trans. Pattern Anal. and Machine Intell., vol. 23, no. 10, pp. 1175-1191, 2001.
6. F. Nasoz, K. Alvarez, C. Lisetti, and N. Finkelstein, "Emotion recognition from physiological signals for presence technologies," International Journal of Cognition, Technology, and Work - Special Issue on Presence, vol. 6(1), 2003.
7. J. J. Gross and R. W. Levenson, "Emotion elicitation using films," Cognition and Emotion, vol. 9, pp. 87-108, 1995.
8. J. Wagner, J. Kim, and E. André, "From physiological signals to emotions: Implementing and comparing selected methods for feature extraction and classification," in ICME'05, Amsterdam, July 2005.
9. L. C. De Silva and P. C. Ng, "Bimodal emotion recognition," in IEEE International Conf. on Automatic Face and Gesture Recognition, March 2000, pp. 332-335.
10. L. S. Chen and T. S. Huang, "Emotional expressions in audiovisual human computer interaction," in International Conf. on Multimedia and Expo (ICME), 2000, pp. 423-426.
11. Z. Zeng, J. Tu, M. Liu, T. Zhang, N. Rizzolo, Z. Zhang, T. S. Huang, D. Roth, and S. Levinson, "Bimodal HCI-related affect recognition," in ICMI'04, The 6th International Conf. on Multi-modal Interfaces, Oct. 2004.
12. P. Lang, "The emotion probe: Studies of motivation and attention," American Psychologist, vol. 50(5), pp. 372-385, 1995.
13. T. Vogt and E. André, "Comparing feature sets for acted and spontaneous speech in view of automatic emotion recognition," in ICME'05, Amsterdam, 2005.
14. P.-Y. Oudeyer, "The production and recognition of emotions in speech: features and algorithms," International Journal of Human-Computer Studies, vol. 59, no. 1-2, pp. 157-183, 2003.
15. M. A. Hall, "Correlation-based feature subset selection for machine learning," Master's thesis, U. of Waikato, New Zealand, 1998.
16. C. Busso, Z. Deng, S. Yildirim, M. Bulut, C. H. Lee, A. Kazemzaden, S. Lee, U. Neumann, and S. Narayanan, "Analysis of emotion recognition using facial expression, speech and multimodal information," in ICMI'04, State College, Pennsylvania, USA, Oct. 2004, pp. 205-211.