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Volumn 25, Issue 3, 2011, Pages 556-570

Spoken emotion recognition using hierarchical classifiers

Author keywords

Emotion recognition; Hidden Markov Model; Hierarchical classifiers; Multilayer Perceptron; Spectral information

Indexed keywords

EMOTION CLASSIFICATION; EMOTION RECOGNITION; EMOTIONAL STATE; GAUSSIAN MIXTURE MODEL; GAUSSIAN MIXTURES; HIERARCHICAL CLASSIFIERS; HIERARCHICAL METHOD; HUMAN MACHINE INTERACTION; INPUT FEATURES; MULTI-DISCIPLINARY RESEARCH; MULTILAYER PERCEPTRON; MULTIPLE FEATURES; PROSODIC FEATURES; SPECTRAL CHARACTERISTICS; SPECTRAL INFORMATION; SPECTRUM CHARACTERISTIC; SPEECH SIGNALS;

EID: 79952619486     PISSN: 08852308     EISSN: 10958363     Source Type: Journal    
DOI: 10.1016/j.csl.2010.10.001     Document Type: Article
Times cited : (119)

References (43)
  • 8
    • 0037382510 scopus 로고    scopus 로고
    • Describing the emotional states that are expressed in speech
    • R. Cowie, and R. Cornelius Describing the emotional states that are expressed in speech Speech Communication 40 1-2 2003 5 32
    • (2003) Speech Communication , vol.40 , Issue.12 , pp. 5-32
    • Cowie, R.1    Cornelius, R.2
  • 13
    • 0014663317 scopus 로고
    • Pan-cultural elements in facial displays of emotions
    • P. Ekman, E.R. Sorenson, and W.V. Friesen Pan-cultural elements in facial displays of emotions Science 164 3875 1969 86 88
    • (1969) Science , vol.164 , Issue.3875 , pp. 86-88
    • Ekman, P.1    Sorenson, E.R.2    Friesen, W.V.3
  • 16
    • 77950073346 scopus 로고    scopus 로고
    • Spoken emotion recognition through optimum-path forest classification using glottal features
    • A.I. Iliev, M.S. Scordilis, J.P. Papa, and A.X. Falcao Spoken emotion recognition through optimum-path forest classification using glottal features Computer Speech & Language 24 3 2010 445 460
    • (2010) Computer Speech & Language , vol.24 , Issue.3 , pp. 445-460
    • Iliev, A.I.1    Scordilis, M.S.2    Papa, J.P.3    Falcao, A.X.4
  • 17
    • 84898334219 scopus 로고    scopus 로고
    • I-Tech Education and Publishing Vienna, Austria
    • J. Kim Robust Speech Recognition and Understanding 2007 I-Tech Education and Publishing Vienna, Austria Chapter: Bimodal emotion recognition using speech and physiological changes, pp. 265-280
    • (2007) Robust Speech Recognition and Understanding
    • Kim, J.1
  • 21
    • 70450179812 scopus 로고    scopus 로고
    • Emotion recognition using a hierarchical binary decision tree approach
    • Brighton, UK
    • C. Lee, E. Mower, C. Busso, S. Lee, and S. Narayanan Emotion recognition using a hierarchical binary decision tree approach Interspeech 2009 Brighton, UK 2009 320 323
    • (2009) Interspeech 2009 , pp. 320-323
    • Lee, C.1    Mower, E.2    Busso, C.3    Lee, S.4    Narayanan, S.5
  • 25
    • 33846952503 scopus 로고    scopus 로고
    • Ensemble methods for spoken emotion recognition in call-centres
    • D. Morrison, R. Wang, and L.C.D. Silva Ensemble methods for spoken emotion recognition in call-centres Speech Communication 49 2 2007 98 112
    • (2007) Speech Communication , vol.49 , Issue.2 , pp. 98-112
    • Morrison, D.1    Wang, R.2    Silva, L.C.D.3
  • 26
    • 35548963442 scopus 로고    scopus 로고
    • Applying an analysis of acted vocal emotions to improve the simulation of synthetic speech
    • DOI 10.1016/j.csl.2007.06.001, PII S0885230807000393
    • I.R. Murray, and J.L. Arnott Applying an analysis of acted vocal emotions to improve the simulation of synthetic speech Computer Speech & Language 22 2 2008 107 129 (Pubitemid 350016711)
    • (2008) Computer Speech and Language , vol.22 , Issue.2 , pp. 107-129
    • Murray, I.R.1    Arnott, J.L.2
  • 31
    • 27944495684 scopus 로고    scopus 로고
    • What are emotions? and how can they be measured?
    • DOI 10.1177/0539018405058216
    • K.R. Scherer What are emotions? And how can they be measured? Social Science Information 44 4 2005 695 729 (Pubitemid 41666684)
    • (2005) Social Science Information , vol.44 , Issue.4 , pp. 695-729
    • Scherer, K.R.1
  • 32
    • 54449100923 scopus 로고    scopus 로고
    • Recognizing emotions expressed by body pose: A biologically inspired neural model
    • K. Schindler, L. Van Gool, and B. de Gelder Recognizing emotions expressed by body pose: a biologically inspired neural model Neural Networks 21 9 2008 1238 1246
    • (2008) Neural Networks , vol.21 , Issue.9 , pp. 1238-1246
    • Schindler, K.1    Van Gool, L.2    De Gelder, B.3
  • 36
    • 33846907749 scopus 로고    scopus 로고
    • Automatic discrimination between laughter and speech
    • DOI 10.1016/j.specom.2007.01.001, PII S0167639307000027
    • K.P. Truong, and D.A. van Leeuwen Automatic discrimination between laughter and speech Speech Communication 49 2 2007 144 158 (Pubitemid 46241514)
    • (2007) Speech Communication , vol.49 , Issue.2 , pp. 144-158
    • Truong, K.P.1    Van Leeuwen, D.A.2
  • 37
    • 67650549948 scopus 로고    scopus 로고
    • Dynamic multimedia content delivery based on real-time user emotions. Multichannel online biosignals towards adaptative GUI and content delivery
    • Porto, Portugal
    • V. Vinhas, L.P. Reis, and E. Oliveira Dynamic multimedia content delivery based on real-time user emotions. Multichannel online biosignals towards adaptative GUI and content delivery International Conference on Bio-inspired Systems and Signal Processing - Biosignals 2009 Porto, Portugal 2009 299 304
    • (2009) International Conference on Bio-inspired Systems and Signal Processing - Biosignals 2009 , pp. 299-304
    • Vinhas, V.1    Reis, L.P.2    Oliveira, E.3
  • 40
    • 75249100219 scopus 로고    scopus 로고
    • Emotion recognition from speech signals using new harmony features
    • B. Yang, and M. Lugger Emotion recognition from speech signals using new harmony features Signal Processing 90 5 2010 1415 1423 (special Section on Statistical Signal & Array Processing)
    • (2010) Signal Processing , vol.90 , Issue.5 , pp. 1415-1423
    • Yang, B.1    Lugger, M.2
  • 41
    • 77955414344 scopus 로고    scopus 로고
    • Detecting emotional state of a child in a conversational computer game
    • S. Yildirim, S. Narayanan, and A. Potamianos Detecting emotional state of a child in a conversational computer game Computer Speech & Language 25 1 2011 29 44
    • (2011) Computer Speech & Language , vol.25 , Issue.1 , pp. 29-44
    • Yildirim, S.1    Narayanan, S.2    Potamianos, A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.