A dimensional approach to emotion recognition of speech from movies

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

Volumn , Issue , 2009, Pages 65-68

  Giannakopoulos, Theodoros ^a   Pikrakis, Aggelos ^a   Theodoridis, Sergios ^a  

^a UNIVERSITY OF ATHENS   (Greece)

Author keywords

Emotion recognition; Multimedia analysis; Regression

Indexed keywords

AUDIO SIGNAL PROCESSING; MOTION PICTURES; SPEECH; SPEECH ANALYSIS; SPEECH COMMUNICATION; WHEELS;

AUDIO FEATURES; EMOTION RECOGNITION; MULTI-MEDIA ANALYSIS; REGRESSION; SPEECH DATA; SPEECH EMOTIONS; SPEECH SEGMENTS; SPEECH SIGNALS;

SPEECH RECOGNITION;

EID: 70349439215     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/icassp.2009.4959521     Document Type: Conference Paper

References (11)

1. Wang, Y. and Guan, L. Recognizing Human Emotional State From Audiovisual Signals Multimedia, IEEE Transactions on, 2008, 10 (5), 936-946
2. Cowie, R.; Douglas-Cowie, E.; Tsapatsoulis, N.; Votsis, G.; Kollias, S.; Fellenz, W. and Taylor, J. Emotion recognition in human-computer interaction, Signal Processing Magazine, IEEE, 2001, 18, 32-80
3. L. Lu and D. Liu and H. Zhang Automatic mood detection and tracking of music audio signals, 2006 IEEE Trans. on Audio, Speech & Language Processing, vol 14, 5-18
4. Yi-Hsuan Yang; Yu-Ching Lin; Ya-Fan Su; Chen, H.H A Regression Approach to Music Emotion Recognition, 2008 IEEE Transactions on Audio, Speech & Language Processing, vol 16 (2), pp 448-457
5. Hanjalic, A. Li-Qun Xu Affective video content representation and modeling, 2005 IEEE Transactions on Multimedia, vol 7 (1), pp 143-154
6. Hanjalic, A. Extracting moods from pictures and sounds: towards truly personalized TV, 2006 Signal Processing Magazine, IEEE, vol 23 (2), pp 90-100
7. A. Nogueiras, A. Moreno, A. Bonafonte, and J. B. Mario Speech emotion recognition using hidden Markov models, 2001 in Proc. Eurospeech, pp. 2679-2682
8. S. Theodoridis and K. Koutroumbas, Pattern Recognition, 3d edition. Academic Press, 2005.
9. T. Giannakopoulos, A. Pikrakis and S. Theodoridis Music Tracking in Audio Streams from Movies, 2008 International Workshop on Multimedia Signal Processing, IEEE Signal Processing Society (MMSP2008)
10. A. Navot, L. Shpigelman, N. Tishby and E. Vaadia Nearest Neighbor Based Feature Selection for Regression and its Application to Neural Activity Advances in Neural Information Processing Systems, 2005
11. Sen, A. and M. Srivastava Regression analysis, theory, methods and applications, M. Springer 1990