Using neutral speech models for emotional speech analysis

International Speech Communication Association - 8th Annual Conference of the International Speech Communication Association, Interspeech 2007

Volumn 4, Issue , 2007, Pages 2304-2307

  Busso, Carlos ^a   Lee, Sungbok ^a,b   Narayanan, Shrikanth S ^a,b  

^a University of Southern California ^*  (United States)

^b UNIVERSITY OF SOUTHERN CALIFORNIA   (United States)

Author keywords

Emotion recognition; HMMs; Mel filter bank (MFB); Neutral speech; TIMIT

Indexed keywords

EMOTION RECOGNITION; HMMS; MEL FILTER BANK (MFB); NEUTRAL SPEECH; TIMIT;

ACOUSTICS; FACE RECOGNITION; FILTER BANKS; SPEECH; SPEECH ANALYSIS; SPEECH RECOGNITION; TELEPHONE; TELEPHONE SETS;

SPEECH COMMUNICATION;

EID: 56149101219     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. M. Pantic and L. Rothkrantz, "Toward an affect-sensitive multimodal human-computer interaction," Proceedings of the IEEE, vol. 91, no. 9, pp. 1370-1390, September 2003.
2. R. Cowie, E. Douglas-Cowie, N. Tsapatsoulis, G. Votsis, S. Kollias, W. Fellenz, and J. Taylor, "Emotion recognition in human-computer interaction," IEEE Signal Processing Magazine, vol. 18, no. 1, pp. 32-80, January 2001.
3. R. Cowie and R. Cornelius, "Describing the emotional states that are expressed in speech," Speech Communication, vol. 40, no. 1-2, pp. 5-32, April 2003.
4. S. Yildirim, M. Bulut, C. Lee, A. Kazemzadeh, C. Busso, Z. Deng, S. Lee, and S. Narayanan, "An acoustic study of emotions expressed in speech," in 8th International Conference on Spoken Language Processing (ICSLP 04), Jeju Island, Korea, 2004.
5. S. Lee, S. Yildirim, A. Kazemzadeh, and S. Narayanan, "An articulatory study of emotional speech production," in 9th European Conference on Speech Communication and Technology (Interspeech '2005 - Eurospeech), Lisbon, Portugal, September 2005, pp. 497-500.
6. S. Lee, E. Bresch, and S. Narayanan, "An exploratory study of emotional speech production using functional data analysis techniques," in 7th International Seminar on Speech Production (ISSP 2006), Ubatuba-SP, Brazil, December 2006, pp. 525-532.
7. C. Lee, S. Yildirim, M. Bulut, A. Kazemzadeh, C. Busso, Z. Deng, S. Lee, and S. Narayanan, "Emotion recognition based on phoneme classes," in 8th International Conference on Spoken Language Processing (ICSLP 04), Jeju Island, Korea, 2004.
8. S. Young, G. Evermann, M. Gales, T. Hain, D. Kershaw, X. Liu, G. Moore, J. Odell, D. Ollason, D. Povey, V. Valtchev, and P. Woodland, The HTK Book. Entropic Cambridge Research Laboratory, Cambridge, England, December 2006.
9. Z. Zeng, J. Tu, B. Pianfetti, M. Liu, T. Zhang, Z. Zhang, T. Huang, and S. Levinson, "Audio-visual affect recognition through multistream fused HMM for HCI," in IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), vol. 2, San Diego, CA, USA, June 2005, pp. 967-972.
10. J. Garofolo, L. Lamel, W. Fisher, J. Fiscus, D. Pallett, and N. Dahlgren, "Timit acoustic-phonetic continuous speech corpus," 1993.
11. M. Grimm, K. Kroschel, E. Mower, and S. Narayanan, "Primitives-based evaluation and estimation of emotions in speech," Speech Communication, vol. In Press, 2007.
12. C. Lee and S. Narayanan, "Toward detecting emotions in spoken dialogs," IEEE Transactions on Speech and Audio Processing, vol. 13, no. 2, pp. 293-303, March 2005.