Comparing feature sets for acted and spontaneous speech in view of automatic emotion recognition

IEEE International Conference on Multimedia and Expo, ICME 2005

Volumn 2005, Issue , 2005, Pages 474-477

  Vogt, Thurid ^a,b   André, Elisabeth ^a  

^a UNIVERSITY OF AUGSBURG   (Germany)

^b BIELEFELD UNIVERSITY   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

CORRELATION METHODS; DATA MINING; DATABASE SYSTEMS; GESTURE RECOGNITION; SPEECH SYNTHESIS; TIME SERIES ANALYSIS;

AUTOMATIC COMPUTATION; AUTOMATIC EMOTION RECOGNITION; CORRELATED FEATURES; REALISTIC EMOTIONS;

FEATURE EXTRACTION;

EID: 33750564952     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICME.2005.1521463     Document Type: Conference Paper

References (10)

1. P.-Y. Oudeyer, "The production and recognition of emotions in speech: features and algorithms," Int. Journal of Human-Computer Studies, vol. 59, no. 1-2, pp. 157-183, 2003.
2. A. Batliner, K. Fischer, R. Huber, J. Spilker, and E. Nöth, "How to find trouble in communication," Speech Communication, vol. 40, pp. 117-143, 2003.
3. D. Küstner, R. Tato, T. Kemp, and B. Meffert, "Towards real life applications in emotion recognition," in ADS Workshop 04, Kloster Irsee, Germany, 2004, pp. 25-35.
4. P. Boersma, "Accurate short-term analysis of the fundamental frequency and the harmonics-to-noise ratio of a sampled sound," in Proc. of the Institute of Phonetic Sciences, U. of Amsterdam, 1993, pp. 97-110.
5. G. A. Fink, "Developing HMM-based recognizers with ESMERALDA," in Lecture notes in Artificial Intelligence, V. Matoušek et al., Eds., vol. 1962, pp. 229-234. Springer, Berlin, Heidelberg, 1999.
6. I. H. Witten and E. Frank, Data Mining: Practical machine learning tools with Java implementations, Morgan Kaufmann, San Francisco, 2000.
7. M. A. Hall, "Correlation-based feature subset selection for machine learning," M.S. thesis, U. of Waikato, New Zealand, 1998.
8. F. Burkhardt, Simulation emotionaler Sprechweise mit Sprachsynthesesystemen, Ph.D. thesis, TU Berlin, Germany, 2001.
9. S. Steininger, F. Schiel, O. Dioubina, and S. Raubold, "Development of user-state conventions for the multimodal corpus in SmartKom," in Proc. Workshop 'Multimodal Resources and Multimodal Systems Evaluation'2002, Las Palmas, 2002, pp. 33-37.
10. A. Batliner, V. Zeißler, C. Frank, J. Adelhardt, R. P. Shi, and E. Nöth, "We are not amused - but how do you know? User states in a multi-modal dialogue system.," in Proc. EUROSPEECH 2003, Geneva, 2003, pp. 733-736.