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Volumn 52, Issue 7, 2009, Pages 1838-1848

Novel acoustic features for speech emotion recognition

Author keywords

Emotion recognition; Entropy; MFB spectral entropy; Rejection; Speech emotion recognition

Indexed keywords

ACOUSTIC FEATURES; CONFIDENCE SCORE; EMOTION RECOGNITION; EMOTIONAL STATE; FALSE RECOGNITION RATE; FEATURE PARAMETERS; FREQUENCY CHARACTERISTIC; FREQUENCY FILTERS; GAUSSIAN MIXTURE MODEL; HUMAN SPEECH; LINEAR PREDICTION COEFFICIENTS; MFB SPECTRAL ENTROPY; PATTERN RECOGNITION PROCEDURES; PERFORMANCE IMPROVEMENTS; RECOGNITION OF EMOTION; REJECTION; SPECTRAL ENTROPY; SPEECH EMOTION RECOGNITION; ZERO CROSSING RATE;

EID: 67649867403     PISSN: 10069321     EISSN: 1862281X     Source Type: Journal    
DOI: 10.1007/s11431-009-0204-3     Document Type: Article
Times cited : (11)

References (40)
  • 2
    • 33847335532 scopus 로고    scopus 로고
    • Emotions in speech - Experiments with prosody and quality features in speech for use in categorical and dimensional emotion recognition environments
    • DOI 10.1109/NLPKE.2005.1598724, 1598724, Proceedings of 2005 IEEE International Conference on Natural Language Processing and Knowledge Engineering, IEEE NLP-KE'05
    • Borchert M, Dusterhoft A. Emotion in speech-experiments with prosody and quality features in speech for use in categorical and dimensional emotion recognition environments. Natural Language Processing and Knowledge Engineering, IEEE NLP-KE' 05. Proceedings of 2005 IEEE International Conference on 30 Oct.-1 Nov., 2005. 147-151 (Pubitemid 46315056)
    • (2005) Proceedings of 2005 IEEE International Conference on Natural Language Processing and Knowledge Engineering, IEEE NLP-KE'05 , vol.2005 , pp. 147-151
    • Borchert, M.1    Dusterhoft, A.2
  • 4
    • 67649858551 scopus 로고    scopus 로고
    • Recognition of emotional states in speech using Hidden Markov Model
    • S. I. Kim S. H. Lee W. J. Shin 2004 Recognition of emotional states in speech using Hidden Markov Model Proceeding of KFIS Fall Conference 14 2 560 563
    • (2004) Proceeding of KFIS Fall Conference , vol.14 , Issue.2 , pp. 560-563
    • Kim, S.I.1    Lee, S.H.2    Shin, W.J.3
  • 6
    • 84908477401 scopus 로고    scopus 로고
    • Hidden Markov Model-based speech emotion recognition
    • Hong Kong, China
    • Schuller B, Rigoll G, Lang M. Hidden Markov Model-based speech emotion recognition. Proc. ICASSP, Hong Kong, China, 2003. 401-404
    • (2003) Proc. ICASSP , pp. 401-404
    • Schuller, B.1    Rigoll, G.2    Lang, M.3
  • 7
    • 64549147125 scopus 로고    scopus 로고
    • Acoustic feature selection for automatic emotion recognition from speech
    • J. Rong G. Li Y.-P. P. Chen 2009 Acoustic feature selection for automatic emotion recognition from speech J Inf Proc Manag 45 3 315 328
    • (2009) J Inf Proc Manag , vol.45 , Issue.3 , pp. 315-328
    • Rong, J.1    Li, G.2    Chen, Y.-P.P.3
  • 8
    • 4644280844 scopus 로고
    • A circumplex model of affect
    • J. A. Russel 1980 A circumplex model of affect J Pers Soc Psychol 39 1161 1178
    • (1980) J Pers Soc Psychol , vol.39 , pp. 1161-1178
    • Russel, J.A.1
  • 10
    • 33746582379 scopus 로고    scopus 로고
    • Improvement of emotion recognition by Bayesian classifier using non-zero-pitch concept
    • DOI 10.1109/ROMAN.2005.1513797, 1513797, 14th IEEE Workshop on Robot and Human Interactive Communication, RO-MAN 2005
    • Hyun K H, Kim E H, Kwak Y K. Improvement of emotion recognition by Bayesian classifier using non-zero-pitch concept. Robot and Human Interactive Communication, ROMAN 2005. IEEE International Workshop on 13-15 Aug., 2005. 312-316 (Pubitemid 44144400)
    • (2005) Proceedings - IEEE International Workshop on Robot and Human Interactive Communication , vol.2005 , pp. 312-316
    • Hyun, K.H.1    Kim, E.H.2    Kwak, Y.K.3
  • 12
    • 38049079660 scopus 로고    scopus 로고
    • A systematic comparison of different HMM design for emotion recognition from acted and spontaneous speech
    • Springer-Verlag Berlin-Heidelberg
    • Wagner J, Vogt T, Andre E. A systematic comparison of different HMM design for emotion recognition from acted and spontaneous speech. ACII 2007, LNCS 4738. Berlin-Heidelberg: Springer-Verlag, 2007. 114-125
    • (2007) ACII 2007 LNCS 4738 , pp. 114-125
    • Wagner, J.1    Vogt, T.2    Andre, E.3
  • 17
    • 38148998673 scopus 로고    scopus 로고
    • Speech emotion recognition based on Rough Set and SVM. Cognitive Informatics, ICCI 2006
    • J. Zhou G. Wang Y. Yang 2006 Speech emotion recognition based on Rough Set and SVM. Cognitive Informatics, ICCI 2006 5th IEEE International Conference 1 53 61
    • (2006) 5th IEEE International Conference , vol.1 , pp. 53-61
    • Zhou, J.1    Wang, G.2    Yang, Y.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.