Towards more reality in the recognition of emotional speech

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn 4, Issue , 2007, Pages

  Schuller, Björn ^a   Seppi, Dino ^b   Batliner, Anton ^c   Maier, Andreas ^c   Steidl, Stefan ^c  

^a TECHNICAL UNIVERSITY OF MUNICH   (Germany)

^b ITC IRST   (Italy)

^c UNIVERSITY OF ERLANGEN NUREMBERG   (Germany)

Author keywords

Affective computing; Emotion recognition; Noise robustness; Spontaneous emotions

Indexed keywords

BENCHMARKING; COMPUTABILITY AND DECIDABILITY; DATABASE SYSTEMS; GESTURE RECOGNITION; MICROPHONES; STATISTICAL METHODS;

AFFECTIVE COMPUTING; EMOTION RECOGNITION; NOISE ROBUSTNESS; SPEECH DATABASE; SPONTANEOUS EMOTIONS;

SPEECH RECOGNITION;

EID: 34547549142     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2007.367226     Document Type: Conference Paper

References (13)

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 Magazine, vol. 18, no. 1, pp. 32-80, January 2001.
2. C. M. Lee and S. S. Narayanan, "Toward Detecting Emotions in Spoken Dialogs," IEEE Transactions on Speech and Audio Processing, vol. 13, no. 2, pp. 293-303, 2005.
3. B. Schuller, D. Arsic, F. Wallhoff, and G. Rigoll, "Emotion recognition in the noise applying large acoustic feature sets," in Proc Speech Prosody 2006, Dresden, Germany, 2006, ISCA, p. no pagination.
4. M. You, C. Chen, J. Bu, J. Liu, and J. Tao, "Emotion recognition from noisy speech," in Proc. ICME 2006, Toronto, Canada, 2006, IEEE, pp. 1653-1656.
5. I. S. Engberg and A. V Hansen, "Documentation of the danish emotional speech database DES," Tech. Rep., Aalborg, Denmark, 1996.
6. F. Burkhardt, A. Paeschke, M. Rolfes, W. Sendlmeier, and B. Weiss, "A database of german emotional speech," in Proc Interspeech 2005, Lisbon, Portugal, 2005, ISCA, pp. 1517-1520.
7. A. Batliner, S. Steidl, C. Hacker, E. Nöth, and H. Niemann, "Private emotions vs. social interaction - towards new dimensions in research on emotion," in Proc. Workshop on Adapting the Interaction Style to Affective Factors, 10th Int. Conf. on User Modeling, Edinburgh, 2005, p. no pagination.
8. A. Batliner, S. Steidl, C. Hacker, E. Noeth, and H. Niemann, "Tales of tuning - prototyping for automatic classification of emotional user states," in Proc. Interspeech 2005, Lisbon, Portugal, 2005, pp. 489-492.
9. S. Steidl, M. Levit, A. Batliner, E. Nöth, and H. Niemann, "Of all things the measure is man": Automatic classification of emotions and inter-labeler consistency," in Proc. ICASSP 2005, Philadelphia, U. S. A., 2005, pp. 317-320.
10. A. Batliner, S. Steidl, B. Schuller, D. Seppi, K. Laskowski, T. Vogt, L. Devillers, L. Vidrascu, N. Amir, L. Kessous, and V Aharonson, "Combining Efforts for Improving Automatic Classification of Emotional User States," in Proc. IS-LTC 2006, Ljubljana, 2006, pp. 240-245.
11. A. Maier, C. Hacker, S. Steidl, E. Nöth, and H. Niemann, "Robust parallel speech recognition in multiple energy bands," in Proc. Pattern Recognition 27th DAGM Synopsium, Vienna, Austria, 2005, ISCA, pp. 133-140.
12. A. Kießling, Extraktion und Klassifikation prosodischer Merkmale in der automatischen Sprachverarbeitung, Shaker, Aachen, 1997.
13. G. Stemmer, Modeling Variability in Speech Recognition, Logos, Berlin, 2005.