Cross-lingual vocal emotion recognition in five native languages of assam using eigenvalue decomposition

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 5909 LNCS, Issue , 2009, Pages 519-524

  Kandali, Aditya Bihar ^a   Routray, Aurobinda ^a   Basu, Tapan Kumar ^b  

^a INDIAN INSTITUTE OF TECHNOLOGY   (India)

^b Aliah University   (India)

Author keywords

Cross lingual Vocal Emotion Recognition; Eigenvalues of Autocorrelation Matrix; Full blown Basic Emotion; Gaussian Mixture Model

Indexed keywords

AUTOCORRELATION MATRIX; BASIC EMOTIONS; CROSS-LINGUAL; EIGENVALUES; EMOTION RECOGNITION; GAUSSIAN MIXTURE MODEL;

COMMUNICATION CHANNELS (INFORMATION THEORY); CORRELATION DETECTORS; LINGUISTICS; MIXTURES; SIGNAL TO NOISE RATIO; SPEECH RECOGNITION;

EIGENVALUES AND EIGENFUNCTIONS;

EID: 76249130621     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-11164-8_84     Document Type: Conference Paper

References (13)

1. Holmes, J., Holmes, W.: Speech Synthesis and Recognition, 2nd edn. Taylor & Francis, New York (2001)
2. Rose, P.: Forensic Speaker Identification, p. 302. Taylor & Francis, New York (2002)
3. Cowie, R., Douglas-Cowie, E., Tsapatsoulis, N., Votsis, G., Kollias, S., Fellenz, W., Taylor, J.G.: Emotion recognition in human-computer interaction. IEEE Signal Process. Mag. 18(1), 32-80 (2001)
4. Picard, R.W.: Affective Computing. The MIT Press, Cambridge (1997)
5. Juslin, P.N., Laukka, P.: Communication of Emotions in Vocal Expression and Music Performance. Psychological Bulletin 129(5), 770-814 (2003)
6. Scherer, K.R., Banse, R., Wallbott, H.G.: Emotion Inferences from Vocal Expression Correlate Across Languages and Cultures. J. Cross-Cultural Psychology 32(1), 76-92 (2001)
7. Laukka, P.: Vocal Expression of Emotion - Discrete-emotion and Dimensional Accounts. Comprehensive Summaries of Uppsala Dissertations from the Faculty of Social Sciences 141, ACTA Universitatis Upsaliensis, Uppsala (2004)
8. Scherer, K.R., Johnstone, T., Klasmeyer, G.: Vocal Expression of Emotion. In: Davidson, R.J., Scherer, K.R., Goldsmith, H.H. (eds.) Handbook of Affective Science, Part IV, ch. 23, 1st edn. Oxford University Press, Oxford (2003)
9. Ekman, P.: Basic Emotions. In: Dalgleish, T., Power, M. (eds.) Handbook of Cognition and Emotion, ch. 3. John Wiley & Sons, Ltd., Sussex (1999)
10. Marple Jr., S.L.: Digital Spectral Analysis With Applications. Prentice Hall Inc., Englewood Cliffs (1987)
11. Reynolds, D.A., Rose, R.C.: Robust Text-Independent Speaker Identification Using Gaussian Mixture Speaker Models. IEEE Trans. Speech Audio Process. 3(1), 72-83 (1995)
12. Fukunaga, K.: Introduction to Statistical Pattern Recognition, 2nd edn. Morgan Kaufmann, Academic Press, New York (1990)
13. Linde, Y., Buzo, A., Gray, R.M.: An Algorithm for Vector Quantizer Design. IEEE Transactions on Communications 28(1), 84-95 (1980)