Speaker-independent negative emotion recognition

2010 2nd International Workshop on Cognitive Information Processing, CIP2010

Volumn , Issue , 2010, Pages 417-422

  Kotti, Margarita ^a   Paternò, Fabio ^a   Kotropoulos, Constantine ^b  

^a ISTI CNR   (Italy)

^b ARISTOTLE UNIVERSITY OF THESSALONIKI   (Greece)

Author keywords

[No Author keywords available]

Indexed keywords

BEST FIRST SEARCH; COMMONLY USED; EMOTION RECOGNITION; EMOTION SPEECH; EMOTIONAL SPEECH; FEATURE SELECTION; GAUSSIAN RADIAL BASIS FUNCTIONS; GENERALIZATION ABILITY; INDEPENDENT SYSTEMS; K-NEAREST NEIGHBORS CLASSIFIERS; KERNEL FUNCTION; STATISTICAL ANALYSIS; VOCAL INTERACTION;

CLASSIFIERS; DATA PROCESSING; GEARS; LAKES; MOTION COMPENSATION; RADIAL BASIS FUNCTION NETWORKS; SPEECH RECOGNITION; STATISTICAL METHODS; SUPPORT VECTOR MACHINES; VECTORS;

FEATURE EXTRACTION;

EID: 78349272093     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CIP.2010.5604091     Document Type: Conference Paper

References (16)

1. Z. Zeng, M. Pantic, G. I. Roisman, and T. S. Huang, "A survey of affect recognition methods: Audio, visual and spontaneous expressions," in Proc. 9th Int. Conf. Multimodal Interfaces, November 2007, pp. 126-133.
2. C. M. Lee and S. Narayanan, "Towards detecting emotions in spoken dialogs," IEEE Trans. Speech and Audio Processing, vol. 13, no. 12, pp. 293-303, March 2005.
3. M. Schröder, R. Cowie, E. Douglas-Cowie, S. Savvidou, E. McMahon, and M. Sawey, "FEELTRACE: An instrument for recording perceived emotion in real time," in Proc. ISCA Workshop on Speech and Emotion: A Conceptual Framework for Research, September 2000, pp. 1-4.
4. B. Schuller, R. Müller, F. Eyben, J. Gast, B. Hornler, M. Wöllmer, G. Rigoll, A. Höthker, and H. Konosu, "Being bored? Recognising natural interest by extensive audiovisual integration for real-life application," Image Vision Computing, vol. 27, no. 12, pp. 1760-1774, November 2009.
5. J. Ang, R. Dhillon, A. Krupski, E. Shriberg, and A. Stolcke, "Prosody-based automatic detection of annoyance and frustration in human-computer dialog," in Proc. Int. Conf. Spoken Language Processing, September 2002, pp. 2037-2040.
6. F. Burkhardt, T. Polzehl, J. Stegmann, F. Metze, and R. Huber, "Detecting real life anger," in Proc. IEEE Int. Conf. Acoustics, Speech, and Signal Processing, April 2009, pp. 4761-4764.
7. G. Caridakis, L. Malatesta, L. Kessous, N. Amir, A. Raouzaiou, and K. Karpouzis, "Modeling naturalistic affective states via facial and vocal expressions recognition," in Proc. 8th Int. Conf. Multimodal Interfaces, November 2006, pp. 146-154.
8. F. Burkhardt, A. Paeschke, M. Rolfes, W. Sendlmeier, and B. Weiss, "A database of German emotional speech," in Proc. 9th European Conf. Speech Communication and Technology, September 2005, pp. 1517-1520, http://pascal.kgw.tu-berlin.de/emodb/index-1024.html.
9. E. Benetos, M. Kotti, and C. Kotropoulos, "Large scale musical instrument identification," in Proc. 4th Sound and Music Computing Conference, July 2007, pp. 283-286, http://www.ifs.tuwien.ac.at/mir/muscle/del/ audio-tools.html.
10. H. Mixdorff, "A novel approach to the fully automatic extraction of Fujisaki model parameters," in Proc. IEEE Int. Conf. Acoustics, Speech, and Signal Processing, June 2000, pp. 1281-1284.
11. B. Schuller, R. Müller, B. Hornler, A. Höthker, H. Konosu, and G Rigoll, "Audiovisual recognition of spontaneous interest within conversations," in Proc. 9th Int. Conf. Multimodal Interfaces, November 2007, pp. 30-37.
12. D. Ververidis and C. Kotropoulos, "Emotional speech classification using Gaussian mixture models and the sequential floating forward selection algorithm," in Proc. IEEE Int. Conf. Multimedia and Expo, July 2005, pp. 1500-1503.
13. M. Kotti and C. Kotropoulos, "Gender classification in two emotional speech databases," in Proc. 19th Int. Conf. Pattern Recognition, December 2008, pp. 4898-4901.
14. B. Schuller, R. Villar, G. Rigoll, and M. Lang, "Meta-classifiers in acoustic and linguistic feature fusion-based affect recognition," in Proc IEEE Int. Conf. Acoustics, Speech, and Signal Processing, March 2005, pp. 325-328.
15. B. Schuller, S. Steidl, and A. Batliner, "The INTERSPEECH 2009 emotion challenge," in Proc. 10th Annual Int. Conf. Speech Communication Association, September 2009, pp. 312-315.
16. L. Kuncheva and C. Whitaker, "Measure of diversity in classifier ensembles," Machine Learning, vol. 51, no. 2, pp. 181-207, May 2003.