Conditioned hidden Markov model fusion for multimodal classification

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH

Volumn , Issue , 2011, Pages 2269-2272

  Glodek, Michael ^a   Scherer, Stefan ^a   Schwenker, Friedhelm ^a  

^a UNIVERSITY OF ULM   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

AFFECTIVE COMPUTING; CLASS LABELS; DATA SETS; FUSION STRATEGIES; LATE FUSION; MULTI-MODAL; MULTI-PARTY DIALOGUES; PROCESSING UNITS;

FACE RECOGNITION;

HIDDEN MARKOV MODELS;

EID: 84855399019     PISSN: None     EISSN: 19909772     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

1. Bishop, C.M.: Pattern Recognition and Machine Learning. Springer (2006)
2. Hermansky, H., Morgan, N.: Rasta processing of speech. IEEE Transactions on Speech and Audio Processing, special issue on Robust Speech Recognition 2, 578-589 (1994)
3. Maganti, H.K., Scherer, S., Palm, G.: A novel feature for emotion recognition in voice based applications. In: Proceedings of the 2nd international conference on Affective Computing and Intelligent Interaction (ACII'07). pp. 710-711. Springer (2007)
4. Morency, L., Quattoni, A., Darrell, T.: Latent-Dynamic Discriminative Models for Continuous Gesture Recognition. In: 2007 IEEE Conference on Computer Vision and Pattern Recognition. pp. 1-8. IEEE (2007)
5. Quattoni, A., Collins, M., Darrell, T.: Conditional Random Fields for Object Recognition. In: Advances in Neural Information Processing Systems (2004)
6. Scherer, S., Glodek, M., Schwenker, F., Campbell, N., Palm, G.: Spotting laughter in naturalistic multiparty conversations: a comparison of automatic online and offline approaches using audiovisul data. ACM Transactions on Interactive Intelligent Systems: Special Issue on Affective Interaction in Natural Environments (under review)
7. Scherer, S., Schwenker, F., Campbell, W.N., Palm, G.: Multimodal laughter detection in natural discourses. In: Ritter, H., Sagerer, G., Dillmann, R., Buss, M. (eds.) Proceedings of 3rd International Workshop on Human-Centered Robotic Systems (HCRS'09). pp. 111-121. Cognitive Systems Monographs (2009)