Acoustic emotion recognition: A benchmark comparison of performances

Proceedings of the 2009 IEEE Workshop on Automatic Speech Recognition and Understanding, ASRU 2009

Volumn , Issue , 2009, Pages 552-557

  Schuller, Björn ^a   Vlasenko, Bogdan ^b   Eyben, Florian ^a   Rigoll, Gerhard ^a   Wendemuth, Andreas ^b  

^a TECHNICAL UNIVERSITY OF MUNICH   (Germany)

^b OTTO VON GUERICKE UNIVERSITY   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

A-FRAMES; ACOUSTIC EMOTION RECOGNITION; BENCHMARK COMPARISON; EMOTION RECOGNITION; SMARTKOM; SPONTANEOUS SPEECH; SYSTEMATIC FEATURES;

HIDDEN MARKOV MODELS;

SPEECH RECOGNITION;

EID: 77949395673     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ASRU.2009.5372886     Document Type: Conference Paper

References (19)

1. M. Shami and W. Verhelst, "Automatic Classification of Expressiveness in Speech: A Multi-corpus Study," in Speaker Classification II, ser. LNCS / AI. Springer, 2007, vol. 4441, pp. 43-56.
2. B. Schuller, D. Seppi, A. Batliner, A. Meier, and S. Steidl, "Towards more Reality in the Recognition of Emotional Speech," in Proc. ICASSP, Honolulu, 2007, pp. 941-944.
3. B. Schuller, M. Wimmer, D. Arsic, T. Moosmayr, and G. Rigoll, "Detection of security related affect and behaviour in passenger transport," in Proc. 9th Interspeech 2008. Brisbane, Australia: ISCA, 2008, pp. 265-268.
4. B. Schuller, S. Steidl, and A. Batliner, "The INTERSPEECH 2009 Emotion Challenge," in Proc. Interspeech. Brighton, UK: ISCA, 2009.
5. E. Douglas-Cowie, N. Campbell, R. Cowie, and P. Roach, "Emotional speech: Towards a new generation of databases," Speech Communication, vol. 40, no. 1-2, pp. 33-60, 2003.
6. D. Ververidis and C. Kotropoulos, "A review of emotional speech databases," in PCI 2003, 9th Panhellenic Conference on Informatics, November 1-23, 2003, Thessaloniki, Greece, 2003, pp. 560-574.
7. I. S. Engbert and A. V. Hansen, "Documentation of the danish emotional speech database des," Center for PersonKommunikation, Aalborg University, Denmark, Tech. Rep., 2007.
8. F. Burkhardt, A. Paeschke, M. Rolfes, W. Sendlmeier, and B. Weiss, "A Database of German Emotional Speech," in Proc. Interspeech, Lisbon, 2005, pp. 1517-1520.
9. J. Hansen and S. Bou-Ghazale, "Getting started with susas: A speech under simulated and actual stress database," in Proc. EUROSPEECH-97, vol. 4, Rhodes, Greece, 1997, pp. 1743-1746.
10. B. Schuller, R. Müller, F. Eyben, J. Gast, B. Hörnler, M. Wöllmer, G. Rigoll, A. Höthker, and H. Konosu, "Being Bored? Recognising Natural Interest by Extensive Audiovisual Integration for Real-Life Application," Image and Vision Computing Journal (IMAVIS), Special Issue on Visual and Multimodal Analysis of Human Spontaneous Behavior, 2009, 17 pages.
11. M. Grimm, K. Kroschel, and S. Narayanan, "The Vera am Mittag German Audio-Visual Emotional Speech Database," in Proc. of the IEEE International Conference on Multimedia and Expo (ICME), Hannover, Germany, 2008, pp. 865-868.
12. O. Martin, I. Kotsia, B. Macq, and I. Pitas, "The enterface'05 audio-visual emotion database," in Proc. IEEE Workshop on Multimedia Database Management, Atlanta, 2006.
13. B. Schuller, M. Wimmer, D. Arsic, G. Rigoll, and B. Radig, "Audiovisual behavior modeling by combined feature spaces," in Proc. ICASSP 2007, vol. II. Honolulu, Hawaii, USA: IEEE, 2007, pp. 733-736.
14. M. Wöllmer, F. Eyben, S. Reiter, B. Schuller, C. Cox, E. Douglas-Cowie, and R. Cowie, "Abandoning emotion classes - towards continuous emotion recognition with modelling of long-range dependencies," in Proc. 9th Interspeech 2008. Brisbane, Australia: ISCA, 2008, pp. 597-600.
15. S. Steininger, F. Schiel, O. Dioubina, and S. Raubold, "Development of user-state conventions for the multimodal corpus in smartkom," in Proc. Workshop on Multimodal Resources and Multimodal Systems Evaluation, Las Palmas, 2002, pp. 33-37.
16. E. Douglas-Cowie, R. Cowie, I. Sneddon, C. Cox, O. Lowry, M. McRorie, J.-C. Martin, L. Devillers, S. Abrilan, A. Batliner, N. Amir, and K. Karpousis, "The HUMAINE Database: Addressing the Collection and Annotation of Naturalistic and Induced Emotional Data," in Affective Computing and Intelligent Interaction, A. Paiva, R. Prada, and R. W. Picard, Eds. Berlin-Heidelberg: Springer, 2007, pp. 488-500.
17. R. Cowie, E. Douglas-Cowie, S. Savvidou, E. McMahon, M. Sawey, and M. Schröder, "Feeltrace: An instrument for recording perceived emotion in real time," in Proc. ISCA Workshop on Speech and Emotion, Newcastle, Northern Ireland, 2000, pp. 19-24.
18. 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 (v3.4). Cambridge, UK: Cambridge University Press, 2006.
19. F. Eyben, M. Wöllmer, and B. Schuller, "openEAR - Introducing the Munich Open-Source Emotion and Affect Recognition Toolkit," in Proc. Affective Computing and Intelligent Interaction (ACII). Amsterdam, The Netherlands: IEEE, 2009.