Towards a standard set of acoustic features for the processing of emotion in speech

Proceedings of Meetings on Acoustics

Volumn 9, Issue , 2010, Pages

  Eyben, Florian ^a   Batliner, Anton ^a   Schuller, Bjoern ^a  

^a TECHNICAL UNIVERSITY OF MUNICH   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

ACOUSTIC CORRELATES; ACOUSTIC FEATURES; AUTOMATIC RECOGNITION; MAPPING INFORMATION; PARALINGUISTICS; SPEECH DATABASE; SPEECH RESOURCES; SPONTANEOUS SPEECH;

ARCHITECTURAL ACOUSTICS; LINGUISTICS; SPEECH;

SPEECH RECOGNITION;

EID: 84879002588     PISSN: 1939800X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1121/1.4739483     Document Type: Conference Paper

References (25)

1. M. Shami, and W. Verhelst, "Automatic Classification of Expressiveness in Speech: A Multi-corpus Study," in Speaker Classification II, edited by C. Müller, Springer Berlin / Heidelberg, 2007, vol. 4441 of LNCS / AI, 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. Arsić, T. Moosmayr, and G. Rigoll, "Detection of Security Related Affect and Behaviour in Passenger Transport," in Proceedings INTERSPEECH 2008, 2008, pp. 265-268.
4. F. Eyben, A. Batliner, B. Schuller, D. Seppi, and S. Steidl, "Cross-Corpus Classification of Realistic Emotions - Some Pilot Experiments," in Proceedings 3rd International Workshop on EMOTION: Corpora for Research on Emotion and Affect, satellite of LREC 2010, edited by L. Devillers, B. Schuller, R. Cowie, E. Douglas-Cowie, and A. Batliner, Valletta, Malta, 2010, pp. 77-82.
5. I. S. Engbert, and A. V. Hansen, Documentation of the danish emotional speech database des, Tech. rep., Center for Person Kommunikation, Aalborg University, Denmark (2007).
6. 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.
7. J. Hansen, and S. Bou-Ghazale, "Getting Started with SUSAS: A Speech Under Simulated and Actual Stress Database," in Proc. EUROSPEECH-97, Rhodes, Greece, 1997, pp. 1743-1746.
8. 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," in Image and Vision Computing Journal (IMAVIS), Special Issue on Visual and Multimodal Analysis of Human Spontaneous Behavior, 2009, 17 pages.
9. 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.
10. 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.
11. B. Schuller, M. Wimmer, D. Arsic, G. Rigoll, and B. Radig, "Audiovisual Behavior Modeling by Combined Feature Spaces," in Proc. ICASSP 2007, Honolulu, 2007, vol. II, pp. 733-736.
12. 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, 2008, pp. 597-600.
13. B. Schuller, S. Steidl, and A. Batliner, "The INTERSPEECH 2009 Emotion Challenge," in Proc. Interspeech, ISCA, Brighton, UK, 2009.
14. B. Schuller, S. Steidl, A. Batliner, F. Burkhardt, L. Devillers, C. Müller, and S. Narayanan, "The INTERSPEECH 2010 Paralinguistic Challenge," in Proceedings INTERSPEECH 2010, Makuhari, Japan, 2010, pp. 2794-2797.
15. B. Schuller, A. Batliner, S. Steidl, F. Schiel, and J. Krajewski, "The INTERSPEECH 2011 Speaker State Challenge," in Proceedings INTERSPEECH 2011, Florence, Italy, 2011, pp. 3201-3204.
16. B. Schuller, S. Steidl, A. Batliner, E. Nöth, A. Vinciarelli, F. Burkhardt, R. van Son, F. Weninger, F. Eyben, T. Bocklet, G. Mohammadi, and B. Weiss, "The INTERSPEECH 2012 Speaker Trait Challenge," in Proceedings INTERSPEECH 2012, Portland, OR, 2012, to appear.
17. B. Schuller, M. Valstar, F. Eyben, G. McKeown, R. Cowie, and M. Pantic, "AVEC 2011 - The First International Audio/Visual Emotion Challenge," in Proceedings First International Audio/Visual Emotion Challenge and Workshop, AVEC 2011, in conjunction with ACII 2011, Memphis, TN, edited by B. Schuller, M. Valstar, R. Cowie, and M. Pantic, Springer, 2011, pp. 415-424.
18. B. Schuller, M. Valstar, R. Cowie, and M. Pantic, editors, Proceedings of the Second International Audio/Visual Emotion Challenge and Workshop - An Introduction, Santa Monica, CA, 2012, grand Challenge and Satellite of ACM ICMI 2012, to appear.
19. F. Eyben, M. Wöllmer, and B. Schuller, "openSMILE - The Munich Versatile and Fast Open-Source Audio Feature Extractor," in Proceedings of ACM Multimedia 2010, Florence, Italy, 2010, pp. 1459-1462.
20. M. Hall, E. Frank, G. Holmes, B. Pfahringer, P. Reutemann, and I. Witten, "The WEKA Data Mining Software: An Update," in SIGKDD Explorations, 2009, vol. 11.
21. B. Schuller, B. Vlasenko, F. Eyben, G. Rigoll, and A.Wendemuth, "Acoustic Emotion Recognition: A Benchmark Comparison of Performances," in Proceedings of ASRU 2009, Merano, Italy, 2009, pp. 552-557.
22. A. Batliner, S. Steidl, B. Schuller, D. Seppi, T. Vogt, J. Wagner, L. Devillers, L. Vidrascu, V. Aharonson, L. Kessous, and N. Amir, "Whodunnit - Searching for the Most Important Feature Types Signalling Emotion-Related User States in Speech," in Computer Speech and Language, Elsevier, 2011, vol. 25, pp. 4-28.
23. B. Schuller, A. Batliner, D. Seppi, S. Steidl, T. Vogt, J. Wagner, L. Devillers, L. Vidrascu, N. Amir, L. Kessous, and V. Aharonson, "The Relevance of Feature Type for the Automatic Classification of Emotional User States: Low Level Descriptors and Functionals," in Proc. Interspeech, Antwerp, 2007, pp. 2253-2256.
24. 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, edited by A. Paiva, R. Prada, and R. W. Picard, Springer, Berlin-Heidelberg, 2007, pp. 488-500.
25. 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.