Detecting real life anger

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

Volumn , Issue , 2009, Pages 4761-4764

  Burkhardt, Felix ^a   Polzehl, Tim ^b   Stegmann, Joachim ^a   Metze, Florian ^b   Huber, Richard ^c  

^a DEUTSCHE TELEKOM LABORATORIES   (Germany)

^b TECHNISCHE UNIVERSITÄT BERLIN   (Germany)

^c Sympalog Voice Solutions GmbH   (Germany)

Author keywords

Classification; Detection; Emotion; Speech

Indexed keywords

CEPSTRAL; CLASSIFICATION; DATA COLLECTION; DETECTION; EMOTION; GAUSSIAN MIXTURE MODEL; REAL LIFE DATA; STATISTICAL CLASSIFIER; VOICE PORTAL;

ACOUSTICS; HUMAN COMPUTER INTERACTION; SIGNAL PROCESSING;

SIGNAL DETECTION;

EID: 70349199898     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2009.4960695     Document Type: Conference Paper

References (11)

1. I. H. Witten and E. Frank, Data Mining: Practical machine learning tools and techniques, Morgan Kaufmann, San Francisco, 2005.
2. D. Neiberg, K. Elenius, and K. Laskowski, "Emotion recognition in spontaneous speech using gmms," Proc. ICSLP, Pittsburgh, 2006.
3. F. Burkhardt, M. van Ballegooy, R. Englert, and R. Huber, "An emotion-aware voice portal," in Proc. Electronic Speech Signal Processing ESSP, Prague, 2005.
4. C. M. Lee and S. S. Narayanan, "Toward detecting emotions in spoken dialogs," IEEE Transactions on Speech and Audio Processing, 2005.
5. I. Shafran and M. Mohri, "A comparison of classifiers for detecting emotion from speech," in Proc. ICASSP, Philadelphia, 2005.
6. I. Shafran and M. Riley und M. Mohri, "Voice signatures," in Proc. IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), 2003.
7. N. Sato and Y. Obuchi, "Emotion recognition using melfrequency cepstral coefficients," Information and Media Technologies, vol. 2, no. 2, pp. 835-848, 2007.
8. C. Blouin and V. Maffiolo, "A study on the automatic detection and characterization of emotion in a voice service context," Proc. Interspeech, Lisbon, 2005.
9. F. Burkhardt, J. Ajmera, R. Englert, J. Stegmann, and W. Burleson, "Detecting anger in automated voice portal dialogs," Proc. ICSLP, Pittsburgh, 2006.
10. S. Steidl, M. Levit, A. Batliner, E. Nöth, and H. Niemann, "Of all things the measure is man - classification of emotions and inter-labeler consistency," in Proc. ICASSP, Philadelphia, 2005.
11. T. Polzehl and F. Metze, "Using prosodic features to prioritize voice messages," Proc. Searching Spontaneous Conversational Speech Workshop, SIGIR, Singapore, 2008.