메뉴 건너뛰기




Volumn 4, Issue 4, 2013, Pages 386-397

Iterative feature normalization scheme for automatic emotion detection from speech

Author keywords

emotion; Emotion recognition; features normalization; speaker normalization

Indexed keywords

COMPUTER PROGRAMMING; COMPUTER SCIENCE;

EID: 84897096415     PISSN: 19493045     EISSN: None     Source Type: Journal    
DOI: 10.1109/T-AFFC.2013.26     Document Type: Article
Times cited : (54)

References (47)
  • 1
    • 84943172253 scopus 로고    scopus 로고
    • Towards real life applications in emotion recognition
    • E. Andre L. Dybkaer, W. Minker, P. Heisterkamp, eds, Springer Verlag, May
    • O. Kustner, R. Tato, T. Kemp, and B. Meffert,"Towards Real Life Applications in Emotion Recognition," Affective Dialogue Systems (ADS 05), E. Andre, L. Dybkaer, W. Minker, P. Heisterkamp, eds., pp. 25-35, Springer Verlag, May 2004
    • (2004) Affective Dialogue Systems (ADS 05) , pp. 25-35
    • Kustner, O.1    Tato, R.2    Kemp, T.3    Meffert, B.4
  • 2
    • 0037382510 scopus 로고    scopus 로고
    • Describing the emotional states that are expressed in speech
    • April
    • R. Cowie and R. Cornelius,"Describing the Emotional States That Are Expressed in Speech," Speech Comm., vol. 40, no. 1-2, pp. 5-32, April 2003
    • (2003) Speech Comm , vol.40 , Issue.1-2 , pp. 5-32
    • Cowie, R.1    Cornelius, R.2
  • 3
    • 14644439843 scopus 로고    scopus 로고
    • Toward detecting emotions in spoken dialogs
    • DOI 10.1109/TSA.2004.838534
    • C. Lee and S. Narayanan,"Toward Detecting Emotions in Spoken Dialogs," IEEE Trans. Speech and Audio Processing, vol. 13, no. 2, pp. 293-303, Mar. 2005 (Pubitemid 40320247)
    • (2005) IEEE Transactions on Speech and Audio Processing , vol.13 , Issue.2 , pp. 293-303
    • Lee, C.M.1    Narayanan, S.S.2
  • 4
    • 44149109121 scopus 로고    scopus 로고
    • Fear-type emotion recognition for future audio-based surveillance systems
    • June
    • C. Clavel, I. Vasilescu, L. Devillers, G. Richard, and T. Ehrette,"Fear-Type Emotion Recognition for Future Audio-Based Surveillance Systems," Speech Comm., vol. 50, no. 6, pp. 487-503, June 2008
    • (2008) Speech Comm , vol.50 , Issue.6 , pp. 487-503
    • Clavel, C.1    Vasilescu, I.2    Devillers, L.3    Richard, G.4    Ehrette, T.5
  • 6
    • 65249116503 scopus 로고    scopus 로고
    • Analysis of emotionally salient aspects of fundamental frequency for emotion detection
    • May
    • C. Busso, S. Lee, and S. Narayanan,"Analysis of Emotionally Salient Aspects of Fundamental Frequency for Emotion Detection," IEEE Trans. Audio, Speech and Language Processing, vol. 17, no. 4, pp. 582-596, May 2009
    • (2009) IEEE Trans. Audio, Speech and Language Processing , vol.17 , Issue.4 , pp. 582-596
    • Busso, C.1    Lee, S.2    Narayanan, S.3
  • 7
    • 70450179812 scopus 로고    scopus 로고
    • Emotion recognition using a hierarchical binary decision tree approach
    • Sept
    • C.-C. Lee, E. Mower, C. Busso, S. Lee, and S. Narayanan,"Emotion Recognition Using a Hierarchical Binary Decision Tree Approach," Proc. Interspeech, pp. 320-323, Sept. 2009
    • (2009) Proc. Interspeech , pp. 320-323
    • Lee, C.-C.1    Mower, E.2    Busso, C.3    Lee, S.4    Narayanan, S.5
  • 9
    • 84867619207 scopus 로고    scopus 로고
    • A personalized emotion recognition system using an unsupervised feature adaptation scheme
    • Speech, and Signal Processing (ICASSP 12) , Mar
    • T. Rahman and C. Busso,"A Personalized Emotion Recognition System Using an Unsupervised Feature Adaptation Scheme," Proc. Intl Conf. Acoustics, Speech, and Signal Processing (ICASSP 12), pp. 5117-5120, Mar. 2012
    • (2012) Proc. Intl Conf. Acoustics , pp. 5117-5120
    • Rahman, T.1    Busso, C.2
  • 15
    • 79960847182 scopus 로고    scopus 로고
    • Emotion recognition using a hierarchical binary decision tree approach
    • Nov.-Dec. 2011
    • C.-C. Lee, E. Mower, C. Busso, S. Lee, and S. Narayanan,"Emotion Recognition Using a Hierarchical Binary Decision Tree Approach," Speech Comm., vol. 53, no. 9-10, pp. 1162-1171, Nov.-Dec. 2011
    • Speech Comm , vol.53 , Issue.9-10 , pp. 1162-1171
    • Lee, C.-C.1    Mower, E.2    Busso, C.3    Lee, S.4    Narayanan, S.5
  • 16
    • 84862156369 scopus 로고    scopus 로고
    • Abandoning emotion classes-towards continuous emotion recognition with modelling of long-range dependencies
    • September
    • M. Wollmer, F. Eyben, S. Reiter, B. Schuller, C. Cox, E. Douglas-Cowie, and R. Cowie,"Abandoning Emotion Classes-Towards Continuous Emotion Recognition with Modelling of Long-Range Dependencies," Proc. Interspeech, pp. 597-600, September 2008
    • (2008) Proc. Interspeech , pp. 597-600
    • Wollmer, M.1    Eyben, F.2    Reiter, S.3    Schuller, B.4    Cox, C.5    Douglas-Cowie, E.6    Cowie, R.7
  • 17
    • 84867616352 scopus 로고    scopus 로고
    • A hierarchical framework for modeling multimodality and emotional evolution in affective dialogs
    • Speech, and Signal Processing (ICASSP 12) , Mar
    • A. Metallinou, A. Katsamanis, and S. Narayanan,"A Hierarchical Framework for Modeling Multimodality and Emotional Evolution in Affective Dialogs," Proc. Intl Conf. Acoustics, Speech, and Signal Processing (ICASSP 12), pp. 2401-2404, Mar. 2012
    • (2012) Proc. Intl Conf. Acoustics , pp. 2401-2404
    • Metallinou, A.1    Katsamanis, A.2    Narayanan, S.3
  • 20
    • 57249090761 scopus 로고    scopus 로고
    • Speech emotion recognition using modified quadratic discrimination function
    • Nov
    • Z. Yan, Z. Li, Z. Cairong, and Y. Yinhua,"Speech Emotion Recognition Using Modified Quadratic Discrimination Function," J. Electronics, vol. 25, no. 6, pp. 840-844, Nov. 2008
    • (2008) J. Electronics , vol.25 , Issue.6 , pp. 840-844
    • Yan, Z.1    Li, Z.2    Cairong, Z.3    Yinhua, Y.4
  • 21
    • 38049048651 scopus 로고    scopus 로고
    • Frame vs turn-level: Emotion recognition from speech considering static and dynamic processing
    • A. Paiva, R. Prada, R. Picard, eds Springer, Sept
    • B. Vlasenko, B. Schuller, A. Wendemuth, and G. Rigoll,"Frame vs. Turn-Level: Emotion Recognition from Speech Considering Static and Dynamic Processing," Affective Computing and Intelligent Interaction, A. Paiva, R. Prada, R. Picard, eds., pp. 139-147, Springer, Sept. 2007
    • (2007) Affective Computing and Intelligent Interaction , pp. 139-147
    • Vlasenko, B.1    Schuller, B.2    Wendemuth, A.3    Rigoll, G.4
  • 23
    • 77956401353 scopus 로고    scopus 로고
    • Class-level spectral features for emotion recognition
    • July-Aug
    • D. Bitouk, R. Verma, and A. Nenkova,"Class-Level Spectral Features for Emotion Recognition," Speech Comm., vol. 52, pp. 613-625, July-Aug. 2010
    • (2010) Speech Comm , vol.52 , pp. 613-625
    • Bitouk, D.1    Verma, R.2    Nenkova, A.3
  • 25
  • 29
    • 84884611357 scopus 로고    scopus 로고
    • Compensating for speaker or lexical variabilities in speech for emotion recognition
    • S. Mariooryad and C. Busso,"Compensating for Speaker or Lexical Variabilities in Speech for Emotion Recognition," In Press, Speech Comm., vol. 57, pp. 1-12, 2014
    • (2014) Press Speech Comm , vol.57 , pp. 1-12
    • Mariooryad, S.1    Busso, C.2
  • 33
    • 34547535369 scopus 로고    scopus 로고
    • Real-time monitoring of participants interaction in a meeting using audio-visual sensors
    • Speech, and Signal Processing (ICASSP 07) Apr
    • C. Busso, P. Georgiou, and S. Narayanan,"Real-Time Monitoring of Participants Interaction in a Meeting Using Audio-Visual Sensors," Proc. Intl Conf. Acoustics, Speech, and Signal Processing (ICASSP 07), vol. 2, pp. 685-688, Apr. 2007
    • (2007) Proc. Intl Conf. Acoustics , vol.2 , pp. 685-688
    • Busso, C.1    Georgiou, P.2    Narayanan, S.3
  • 38
    • 84867198657 scopus 로고    scopus 로고
    • The expression and perception of emotions: Comparing assessments of self versus others
    • Sept
    • C. Busso and S. Narayanan,"The Expression and Perception of Emotions: Comparing Assessments of Self versus Others," Proc. Interspeech, pp. 257-260, Sept. 2008
    • (2008) Proc. Interspeech , pp. 257-260
    • Busso, C.1    Narayanan, S.2
  • 40
    • 78650977476 scopus 로고    scopus 로고
    • Opensmile: The munich versatile and fast open-source audio feature extractor
    • Oct
    • F. Eyben, M.Wollmer, and B. Schuller,"OpenSMILE: The Munich Versatile and Fast Open-Source Audio Feature Extractor," Proc. ACM Intl Conf. Multimedia (MM 10), pp. 1459-1462, Oct. 2010
    • (2010) Proc ACM Intl Conf. Multimedia (MM 10) , pp. 1459-1462
    • Eyben, F.1    Wollmer, M.2    Schuller, B.3
  • 43
    • 84905232286 scopus 로고    scopus 로고
    • Intoxicated speech detection: A fusion framework with speaker-normalized hierarchical functionals and gmm supervectors
    • D. Bone, M. Li, M. Black, and S. Narayanan,"Intoxicated Speech Detection: A Fusion Framework with Speaker-Normalized Hierarchical Functionals and GMM Supervectors," Computer, Speech, and Language, Oct. 2012
    • (2012) Computer, Speech, and Language, Oct
    • Bone, D.1    Li, M.2    Black, M.3    Narayanan, S.4
  • 45
    • 34547940048 scopus 로고    scopus 로고
    • Primitives-based evaluation and estimation of emotions in speech
    • DOI 10.1016/j.specom.2007.01.010, PII S0167639307000040
    • M. Grimm, K. Kroschel, E. Mower, and S. Narayanan,"Primitives-Based Evaluation and Estimation of Emotions in Speech," Speech Comm., vol. 49, no. 10-11, pp. 787-800, Oct.-Nov. 2007 (Pubitemid 47268568)
    • (2007) Speech Communication , vol.49 , Issue.10-11 , pp. 787-800
    • Grimm, M.1    Kroschel, K.2    Mower, E.3    Narayanan, S.4
  • 46
    • 79960846940 scopus 로고    scopus 로고
    • Recognising realistic emotions and affect in speech: State of the art and lessons learnt from the first challenge
    • Dec
    • B. Schuller, A. Batliner, S. Steidl, and D. Seppi,"Recognising Realistic Emotions and Affect in Speech: State of the Art and Lessons Learnt from the First Challenge," Speech Comm., vol. 53, no. 1, pp. 1062-1087, Dec. 2011
    • (2011) Speech Comm , vol.53 , Issue.1 , pp. 1062-1087
    • Schuller, B.1    Batliner, A.2    Steidl, S.3    Seppi, D.4
  • 47
    • 84885430427 scopus 로고    scopus 로고
    • Shape-based modeling of the fundamental frequency contour for emotion detection in speech
    • J. Arias, C. Busso, and N. Yoma,"Shape-Based Modeling of the Fundamental Frequency Contour for Emotion Detection in Speech," Computer Speech and Language, vol. 28, pp. 278-294, 2014.
    • (2014) Computer Speech and Language , vol.28 , pp. 278-294
    • Arias, J.1    Busso, C.2    Yoma, N.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.