Feature selection for emotion recognition of mandarin speech

Zhejiang Daxue Xuebao (Gongxue Ban)/Journal of Zhejiang University (Engineering Science)

Volumn 41, Issue 11, 2007, Pages 1816-1822

  Xie, Bo ^a,b   Chen, Ling ^a   Chen, Gen Cai ^a   Chen, Chun ^a  

^a ZHEJIANG UNIVERSITY   (China)

^b ZHEJIANG GONGSHANG UNIVERSITY   (China)

Author keywords

Affective computing; Emotion acoustic feature; Feature selection; Mandarin; Speech emotion recognition

Indexed keywords

CLASSIFIERS; DISCRIMINANT ANALYSIS; FEATURE EXTRACTION; SUPPORT VECTOR MACHINES;

AFFECTIVE COMPUTING; EMOTION ACOUSTIC FEATURE; FEATURE SELECTION; MANDARIN; SPEECH EMOTION RECOGNITION;

SPEECH RECOGNITION;

EID: 37448998962     PISSN: 1008973X     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (15)

1. PTCARD R W, Affective computing [M]. Cambridge: MIT, 1997.
2. MURRAY I R, ARNOTT J L. Toward the simulation of emotion in synthetic speech: A review of the literature on human vocal emotion [J]. Journal of the Acoustical Society of America, 1993, 93 (2): 1097-1108.
3. SCHERER K R. Adding the affective dimension: A new look in speech analysis and synthesis [C] //Proceedings of International Conference on Spoken Language Processing. Philadelphia: IEEE, 1996: 1808-1811.
4. NICHOLSON J, TAKAHASHI K, NAKATSU R. Emotion recognition in speech using neural networks [J]. Neural Computing and Application, 2000, 9 (4): 290-296.
5. JAIN A, DUIN P, MAO J. Statistical pattern recognition: A review [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2000, 22 (1): 4-37.
6. VAPNIK V N. The nature of statistical learning theory [M]. Berlin: Springer, 1995.
7. DELLAERT F, POLZIN T, WAIBEL A. Recognizing emotion in speech [C] //Proceedings of International Conference on Spoken Language Processing. Philadelphia: IEEE, 1996: 1970-1973.
8. LEE C M, NARAYANAN S, PIERACCINI R. Recognition of negative emotions from the speech signal [C] //Proceedings of IEEE Workshop on Automatic Speech Recognition and Understanding. Trento: IEEE, 2001: 240-243.
9. KWON O W, CHAN K, HAO J. et al. Emotion recognition by speech signals [C] //Proceedings of Eurospeech, Geneva: ISCA, 2003. 125-128.
10. WANG Zhi-ping, ZHAO Li, ZOU Cai-rong. Emotion recognition of speech using fuzzy entropy effectiveness analysis [J]. Journal of Circuits and Systems, 2003, 8 (3): 109-112.
11. COWIE R, DOUGLAS-COWIE E, TSAPATSOULIS N, et al. Emotion recognition in human-computer interaction [J]. IEEE Signal Processing Magazine, 2001, 18 (1): 32-80.
12. BOERSMA P, WEENINK D. PRAAT, a system for doing phonetics by computer [J]. Glot International, 2001, 5 (9/10): 314-345.
13. ROLLER D, SAHAMI M. Toward optimal feature selection [C] //Proceedings of International Conference on Machine Learning. Bari: IEEE, 1996: 284-292.
14. HUGHES G F. On the mean accuracy of statistical pattern recognizers [J]. IEEE Transactions on Information Theory, 1968, IT-14: 55-63.