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.