Tracking changes in continuous emotion states using body language and prosodic cues

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

Volumn , Issue , 2011, Pages 2288-2291

  Metallinou, Angeliki ^a   Katsamanis, Athanassios ^a   Wang, Yun ^b   Narayanan, Shrikanth ^a  

^a UNIVERSITY OF SOUTHERN CALIFORNIA   (United States)

^b CARNEGIE MELLON UNIVERSITY   (United States)

Author keywords

body language; emotion recognition; emotion tracking; features to emotion mapping; gaussian mixture models

Indexed keywords

BODY LANGUAGE; EMOTION RECOGNITION; EMOTION TRACKING; FEATURES TO EMOTION MAPPING; GAUSSIAN MIXTURE MODEL;

SIGNAL PROCESSING;

SPEECH COMMUNICATION;

EID: 80051654269     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2011.5946939     Document Type: Conference Paper

References (7)

1. J.A. Harrigan, R. Rosenthal, and K.R. Scherer, The new handbook of Methods in Nonverbal Behavior Research, Oxford Univ. Press, 2005.
2. G. Castellano, L. Kessous, and G. Caridakis, "Emotion recognition through multiple modalities: Face, body gesture, speech," Affect and Emotion in Human-Computer Interaction, vol. 4868, pp. 92-103, 2008.
3. A. Metallinou, C.-C. Lee, C. Busso, S. Carnicke, and S. Narayanan, "The USC CreativeIT database: A multimodal database of theatrical improvisation," in LREC Workshop on Multimodal Corpora, Malta, 2010.
4. M. Grimm, K. Kroschel, E. Mower, and S. Narayanan, "Primitives-based evaluation and estimation of emotions in speech," Speech Communication, vol. 49, pp. 787-800, 2007.
5. F. Eyben, M. Woellmer, A. Graves, B. Schuller, E. Douglas-Cowie, and R. Cowie, "On-line emotion recognition in a 3-d activation-valence-time continuum using acoustic and linguistic cues," J Multimodal User Interfaces, vol. 3, pp. 7-19, 2010.
6. Tomoki Toda, Alan W. Black, and Keiichi Tokuda, "Statistical mapping between articulatory movements and acoustic spectrum using a gaussian mixture model," Speech Communication, vol. 50, pp. 215-227, 2008.
7. R. Cowie, E. Douglas-Cowie, S. Savvidou, E. McMahon, M. Sawey, and M. Schroeder, "Feeltrace: An instrument for recording perceived emotion in real time," 2000.