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Volumn 6, Issue 2, 2015, Pages 97-108

Correcting time-continuous emotional labels by modeling the reaction lag of evaluators

Author keywords

emotion recognition; emotional descriptors; maximum mutual information; Time continuous emotion annotation

Indexed keywords

COMPUTER PROGRAMMING;

EID: 84930944930     PISSN: 19493045     EISSN: None     Source Type: Journal    
DOI: 10.1109/TAFFC.2014.2334294     Document Type: Article
Times cited : (101)

References (51)
  • 2
    • 0037382510 scopus 로고    scopus 로고
    • Describing the emotional states that are expressed in speech
    • Apr.
    • R. Cowie and R. Cornelius, "Describing the emotional states that are expressed in speech," Speech Commun., vol. 40, no. 1-2, pp. 5-32, Apr. 2003.
    • (2003) Speech Commun. , vol.40 , Issue.1-2 , pp. 5-32
    • Cowie, R.1    Cornelius, R.2
  • 5
    • 79958702587 scopus 로고    scopus 로고
    • Emotion representation, analysis and synthesis in continuous space: A survey
    • Santa Barbara, CA, USA, Mar.
    • H. Gunes, B. Schuller, M. Pantic, and R. Cowie, "Emotion representation, analysis and synthesis in continuous space: A survey," in Proc. IEEE Int. Conf. Automatic Face Gesture Recog., Santa Barbara, CA, USA, Mar. 2011, pp. 827-834.
    • (2011) Proc. IEEE Int. Conf. Automatic Face Gesture Recog , pp. 827-834
    • Gunes, H.1    Schuller, B.2    Pantic, M.3    Cowie, R.4
  • 6
    • 58149453035 scopus 로고
    • Three dimensions of emotion
    • Mar.
    • H. Schlosberg, "Three dimensions of emotion," Psychol. Rev., vol. 61, no. 2, pp. 81-88, Mar. 1954.
    • (1954) Psychol. Rev. , vol.61 , Issue.2 , pp. 81-88
    • Schlosberg, H.1
  • 7
    • 0017712350 scopus 로고
    • Evidence for a three-factor theory of emotions
    • Sep.
    • J. Russell and A. Mehrabian, "Evidence for a three-factor theory of emotions," J. Res. Personality, vol. 11, no. 3, pp. 273-294, Sep. 1977.
    • (1977) J. Res. Personality , vol.11 , Issue.3 , pp. 273-294
    • Russell, J.1    Mehrabian, A.2
  • 8
    • 36348934700 scopus 로고    scopus 로고
    • The world of emotions is not two-dimensional
    • Dec.
    • J. Fontaine, K. Scherer, E. Roesch, and P. Ellsworth, "The world of emotions is not two-dimensional," Psychol. Sci., vol. 18, no. 12, pp. 1050-1057, Dec. 2007.
    • (2007) Psychol. Sci. , vol.18 , Issue.12 , pp. 1050-1057
    • Fontaine, J.1    Scherer, K.2    Roesch, E.3    Ellsworth, P.4
  • 9
    • 43849088204 scopus 로고    scopus 로고
    • Conscious emotional experience emerges as a function of multilevel, appraisal-driven response synchronization
    • Jun.
    • D. Grandjean, D. Sander, and K. Scherer, "Conscious emotional experience emerges as a function of multilevel, appraisal-driven response synchronization," Consciousness Cogn., vol. 17, no. 2, pp. 484-495, Jun. 2008.
    • (2008) Consciousness Cogn. , vol.17 , Issue.2 , pp. 484-495
    • Grandjean, D.1    Sander, D.2    Scherer, K.3
  • 13
    • 84893230462 scopus 로고    scopus 로고
    • Analysis and compensation of the reaction lag of evaluators in continuous emotional annotations
    • Geneva, Switzerland, Sep.
    • S. Mariooryad and C. Busso, "Analysis and compensation of the reaction lag of evaluators in continuous emotional annotations," in Proc. Humaine Assoc. Conf. Affective Comput. Intell. Interaction, Geneva, Switzerland, Sep. 2013, pp. 85-90.
    • (2013) Proc. Humaine Assoc. Conf. Affective Comput. Intell. Interaction , pp. 85-90
    • Mariooryad, S.1    Busso, C.2
  • 14
    • 0037384712 scopus 로고    scopus 로고
    • Vocal communication of emotion: A review of research paradigms
    • Apr.
    • K. Scherer, "Vocal communication of emotion: A review of research paradigms," Speech Commun., vol. 40, no. 1/2, pp. 227-256, Apr. 2003.
    • (2003) Speech Commun. , vol.40 , Issue.1-2 , pp. 227-256
    • Scherer, K.1
  • 15
    • 84859899698 scopus 로고    scopus 로고
    • The SEMAINE database: Annotated multimodal records of emotionally colored conversations between a person and a limited agent
    • Jan.-Mar.
    • G. McKeown, M. Valstar, R. Cowie, M. Pantic, and M. Schroder, "The SEMAINE database: Annotated multimodal records of emotionally colored conversations between a person and a limited agent," IEEE Trans. Affect. Comput., vol. 3, no. 1, pp. 5-17, Jan.-Mar. 2012.
    • (2012) IEEE Trans. Affect. Comput. , vol.3 , Issue.1 , pp. 5-17
    • McKeown, G.1    Valstar, M.2    Cowie, R.3    Pantic, M.4    Schroder, M.5
  • 16
    • 84873445412 scopus 로고    scopus 로고
    • MoodSwings: A collaborative game for music mood label collection
    • Marrakech, Morocco, Sep.
    • Y. Kim, E. Schmidt, and L. Emelle, "MoodSwings: A collaborative game for music mood label collection," in Proc. Int. Symp. Music Inf. Retrieval, Marrakech, Morocco, Sep. 2008, pp. 28-31.
    • (2008) Proc. Int. Symp. Music Inf. Retrieval , pp. 28-31
    • Kim, Y.1    Schmidt, E.2    Emelle, L.3
  • 17
    • 34547850183 scopus 로고    scopus 로고
    • EMuJoy: Software for continuous measurement of perceived emotions in music
    • May
    • F. Nagel, R. Kopiez, O. Grewe, and E. Altenmuller, "EMuJoy: Software for continuous measurement of perceived emotions in music," Behav. Res. Meth., vol. 39, no. 2, pp. 283-290, May 2007.
    • (2007) Behav. Res. Meth. , vol.39 , Issue.2 , pp. 283-290
    • Nagel, F.1    Kopiez, R.2    Grewe, O.3    Altenmuller, E.4
  • 18
    • 0015014687 scopus 로고
    • Constants across cultures in the face and emotion
    • Mar.
    • P. Ekman and W. Friesen, "Constants across cultures in the face and emotion," J. Personality Soc. Psychol., vol. 17, no. 2, pp. 124-129, Mar. 1971.
    • (1971) J. Personality Soc. Psychol. , vol.17 , Issue.2 , pp. 124-129
    • Ekman, P.1    Friesen, W.2
  • 22
    • 78049394179 scopus 로고    scopus 로고
    • Automatic, dimensional and continuous emotion recognition
    • Jan.-Jun.
    • H. Gunes and M. Pantic, "Automatic, dimensional and continuous emotion recognition," Int. J. Synthesis Emotions, vol. 1, no. 1, pp. 68-99, Jan.-Jun. 2010.
    • (2010) Int. J. Synthesis Emotions , vol.1 , Issue.1 , pp. 68-99
    • Gunes, H.1    Pantic, M.2
  • 24
    • 54049132925 scopus 로고    scopus 로고
    • The Vera am Mittag German audio-visual emotional speech database
    • Hannover, Germany, Jun.
    • M. Grimm, K. Kroschel, and S. Narayanan, "The Vera am Mittag German audio-visual emotional speech database," in Proc. IEEE Int. Conf. Multimedia Expo., Hannover, Germany, Jun. 2008, pp. 865-868.
    • (2008) Proc. IEEE Int. Conf. Multimedia Expo , pp. 865-868
    • Grimm, M.1    Kroschel, K.2    Narayanan, S.3
  • 26
    • 85028861691 scopus 로고    scopus 로고
    • Real life emotions in French and English TV video clips: An integrated annotation protocol combining continuous and discrete approaches
    • Genoa, Italy, May
    • L. Devillers, R. Cowie, J. C. Martin, E. Douglas-Cowie, S. Abrilian, and M. McRorie, "Real life emotions in French and English TV video clips: An integrated annotation protocol combining continuous and discrete approaches," in Proc. Int. Conf. Lang. Resource Eval., Genoa, Italy, May 2006, pp. 1105-1110.
    • (2006) Proc. Int. Conf. Lang. Resource Eval , pp. 1105-1110
    • Devillers, L.1    Cowie, R.2    Martin, J.C.3    Douglas-Cowie, E.4    Abrilian, S.5    McRorie, M.6
  • 28
    • 84870210348 scopus 로고    scopus 로고
    • Robust continuous prediction of human emotions using multi-scale dynamic cues
    • Santa Monica, CA, USA, Oct.
    • J. Nicolle, V. Rapp, K. Bailly, L. Prevost, and M. Chetouani, "Robust continuous prediction of human emotions using multi-scale dynamic cues," in Proc. Int. Conf. Multimodal Interaction, Santa Monica, CA, USA, Oct. 2012, pp. 501-508.
    • (2012) Proc. Int. Conf. Multimodal Interaction , pp. 501-508
    • Nicolle, J.1    Rapp, V.2    Bailly, K.3    Prevost, L.4    Chetouani, M.5
  • 29
    • 84885430427 scopus 로고    scopus 로고
    • Shape-based modeling of the fundamental frequency contour for emotion detection in speech
    • Jan.
    • J. Arias, C. Busso, and N. Yoma, "Shape-based modeling of the fundamental frequency contour for emotion detection in speech," Comput. Speech Language, vol. 28, no. 1, pp. 278-294, Jan. 2014.
    • (2014) Comput. Speech Language , vol.28 , Issue.1 , pp. 278-294
    • Arias, J.1    Busso, C.2    Yoma, N.3
  • 31
    • 84880519188 scopus 로고    scopus 로고
    • Exploring cross-modality affective reactions for audiovisual emotion recognition
    • Apr.-Jun.
    • S. Mariooryad and C. Busso, "Exploring cross-modality affective reactions for audiovisual emotion recognition," IEEE Trans. Affect. Comput., vol. 4, no. 2, pp. 183-196, Apr.-Jun. 2013.
    • (2013) IEEE Trans. Affect. Comput. , vol.4 , Issue.2 , pp. 183-196
    • Mariooryad, S.1    Busso, C.2
  • 33
    • 80054842597 scopus 로고    scopus 로고
    • Investigating the use of formant based features for detection of affective dimensions in speech
    • Oct.
    • J. C. Kim, H. Rao, and M. Clements, "Investigating the use of formant based features for detection of affective dimensions in speech," in Proc. 4th Int. Conf. Affective Comput. Intell. Interaction, Oct. 2011, vol. 6975/2011, pp. 369-377.
    • (2011) Proc. 4th Int. Conf. Affective Comput. Intell. Interaction , vol.6975 , Issue.2011 , pp. 369-377
    • Kim, J.C.1    Rao, H.2    Clements, M.3
  • 34
    • 80054840264 scopus 로고    scopus 로고
    • Naturalistic affective expression classification by a multi-stage approach based on hidden Markov models
    • Oct.
    • H. Meng and N. Bianchi-Berthouze, "Naturalistic affective expression classification by a multi-stage approach based on hidden Markov models," in Proc. 4th Int. Conf. Affective Comput. Intell. Interaction, Oct. 2011, vol. 6975/2011, pp. 378-387.
    • (2011) Proc. 4th Int. Conf. Affective Comput. Intell. Interaction , vol.6975 , Issue.2011 , pp. 378-387
    • Meng, H.1    Bianchi-Berthouze, N.2
  • 35
    • 80054842000 scopus 로고    scopus 로고
    • Speech emotion recognition system based on L1 regularized linear regression and decision fusion
    • Oct.
    • L. Cen, Z. L. Yu, and M. Dong, "Speech emotion recognition system based on L1 regularized linear regression and decision fusion," in Proc. 4th Int. Conf. Affective Comput. Intell. Interaction, Oct. 2011, vol. 6975/2011, pp. 332-340.
    • (2011) Proc. 4th Int. Conf. Affective Comput. Intell. Interaction , vol.6975 , Issue.2011 , pp. 332-340
    • Cen, L.1    Yu, Z.L.2    Dong, M.3
  • 36
    • 80054842318 scopus 로고    scopus 로고
    • Continuous prediction of spontaneous affect from multiple cues and modalities in valence-arousal space
    • Apr.-Jun.
    • M. Nicolaou, H. Gunes, and M. Pantic, "Continuous prediction of spontaneous affect from multiple cues and modalities in valence-arousal space," IEEE Trans. Affective Comput., vol. 2, no. 2, pp. 92-105, Apr.-Jun. 2011.
    • (2011) IEEE Trans. Affective Comput. , vol.2 , Issue.2 , pp. 92-105
    • Nicolaou, M.1    Gunes, H.2    Pantic, M.3
  • 37
    • 84867891702 scopus 로고    scopus 로고
    • Dynamic probabilistic CCA for analysis of affective behaviour
    • Florence, Italy, Oct.
    • M. Nicolaou, V. Pavlovic, and M. Pantic, "Dynamic probabilistic CCA for analysis of affective behaviour," in Proc. Eur. Conf. Com-put. Vis., Florence, Italy, Oct. 2012, pp. 98-111.
    • (2012) Proc. Eur. Conf. Com-put. Vis , pp. 98-111
    • Nicolaou, M.1    Pavlovic, V.2    Pantic, M.3
  • 38
    • 84903205280 scopus 로고    scopus 로고
    • Dynamic probabilistic CCA for analysis of affective behaviour and fusion of continuous annotations
    • Jul.
    • M. Nicolaou, V. Pavlovic, and M. Pantic, "Dynamic probabilistic CCA for analysis of affective behaviour and fusion of continuous annotations," IEEE Trans. Pattern Anal. Mach. Intell., vol 36, no. 7, pp. 1299-1311, Jul. 2014.
    • (2014) IEEE Trans. Pattern Anal. Mach. Intell. , vol.36 , Issue.7 , pp. 1299-1311
    • Nicolaou, M.1    Pavlovic, V.2    Pantic, M.3
  • 40
  • 43
    • 78650977476 scopus 로고    scopus 로고
    • OpenSMILE: The Munich versatile and fast open-source audio feature extractor
    • Florence, Italy, Oct.
    • F. Eyben, M. Wollmer, and B. Schuller, "OpenSMILE: The Munich versatile and fast open-source audio feature extractor," in Proc. ACM Int. Conf. Multimedia, Florence, Italy, Oct. 2010, pp. 1459-1462.
    • (2010) Proc. ACM Int. Conf. Multimedia , pp. 1459-1462
    • Eyben, F.1    Wollmer, M.2    Schuller, B.3
  • 44
    • 84906250865 scopus 로고    scopus 로고
    • Energy and F0 contour modeling with functional data analysis for emotional speech detection
    • Lyon, France, Aug.
    • J. Arias, C. Busso, and N. Yoma, "Energy and F0 contour modeling with functional data analysis for emotional speech detection," in Proc. Interspeech, Lyon, France, Aug. 2013, pp. 2871-2875.
    • (2013) Proc. Interspeech , pp. 2871-2875
    • Arias, J.1    Busso, C.2    Yoma, N.3
  • 46
    • 4644280844 scopus 로고
    • A circumplex model of affect
    • Dec.
    • J. Russell, "A circumplex model of affect," J. Personality Soc. Psy-chol., vol. 39, no. 6, pp. 1161-1178, Dec. 1980.
    • (1980) J. Personality Soc. Psy-chol. , vol.39 , Issue.6 , pp. 1161-1178
    • Russell, J.1
  • 47
    • 70450185596 scopus 로고    scopus 로고
    • Modeling mutual influence of interlocutor emotion states in dyadic spoken interactions
    • Brighton, U.K., Sep.
    • C.-C. Lee, C. Busso, S. Lee, and S. Narayanan, "Modeling mutual influence of interlocutor emotion states in dyadic spoken interactions," in Proc. Interspeech, Brighton, U.K., Sep. 2009, pp. 1983-1986.
    • (2009) Proc. Interspeech , pp. 1983-1986
    • Lee, C.-C.1    Busso, C.2    Lee, S.3    Narayanan, S.4
  • 48
    • 70450186589 scopus 로고    scopus 로고
    • Data-driven clustering in emotional space for affect recognition using discriminatively trained LSTM networks
    • Brighton, U.K., Sep.
    • M. Wollmer, F. Eyben, B. Schuller, E. Douglas-Cowie, and R. Cowie, "Data-driven clustering in emotional space for affect recognition using discriminatively trained LSTM networks," in Proc. Interspeech, Brighton, U.K., Sep. 2009, pp. 1595-1598.
    • (2009) Proc. Interspeech , pp. 1595-1598
    • Wollmer, M.1    Eyben, F.2    Schuller, B.3    Douglas-Cowie, E.4    Cowie, R.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.