couples' behavior multimodal signal processing

publications

[9]
A. Katsamanis, J. Gibson, M. Black, and S. Narayanan. Multiple instance learning for classification of human behavior observations. In Proc. of International Conference on Affective Computing and Intelligent Interactions (ACII), 2011.
[8]
C.-C. Lee, A. Katsamanis, Black M., P. Georgiou, and S. Narayanan. Affective state recognition in married couples' interactions using PCA-based vocal entrainment measures with multiple instance learning. In Proc. of International Conference on Affective Computing and Intelligent Interactions (ACII), 2011.
[7]
M. Black, P. Georgiou, A. Katsamanis, B. Baucom, and S. Narayanan. "you made me do it": Classification of blame in married couples' interaction by fusing automatically derived speech and language information. Accepted for publication in Proc. Int'l Conf. on Speech Communication and Technology, 2011.
[6]
J. Gibson, A. Katsamanis, M. Black, and S. Narayanan. Automatic identification of salient acoustic instances in couples' behavioral interactions using diverse density support vector machines. Accepted for publication in Proc. Int'l Conf. on Speech Communication and Technology, 2011.
[5]
C.-C. Lee, A. Katsamanis, M. Black, B. Baucom, P. Georgiou, and S. Narayanan. An analysis of pca-based vocal entrainment measures in married couples' affective spoken interactions. Accepted for publication in Proc. Int'l Conf. on Speech Communication and Technology, 2011.
[4]
V. Rozgic, B. Xiao, A. Katsamanis, B. Baucom, P. Georgiou, and S. Narayanan. Estimation of ordinal approach-avoidance labels in dyadic interation: ordinal logistic regression approach. In Proc. IEEE Int'l Conf. Acous., Speech, and Signal Processing, 2011.
[3]
B. Xiao, V. Rozgic, A. Katsamanis, B. Baucom, P. Georgiou, and S. Narayanan. Acoustic and visual cues of turn-taking dynamics in dyadic interactions. Accepted for publication in Proc. Int'l Conf. on Speech Communication and Technology, 2011.
[2]
M. P. Black, A. Katsamanis, C.-C. Lee, A. C. Lammert, B. R. Baucom, A. Christensen, P. G. Georgiou, and S. Narayanan. Automatic classification of married couples' behavior using audio features. In Proc. Int'l Conf. on Speech Communication and Technology, 2010.
[1]
V. Rozgic, B. Xiao, A. Katsamanis, B. Baucom, P. Georgiou, and S. Narayanan. A new multichannel multimodal dyadic interaction database. In Proc. Int'l Conf. on Speech Communication and Technology, 2010.