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Volumn , Issue , 2010, Pages 1-6

SVM - MLP - PNN classifiers on speech emotion recognition field - A comparative study

Author keywords

Artificial neural networks; Emotion recognition; Speech processing; Support vector machine

Indexed keywords

ARTIFICIAL NEURAL NETWORK; COMPARATIVE ANALYSIS; COMPARATIVE STUDIES; EMOTION CLASSIFICATION; EMOTION RECOGNITION; FEATURE SETS; MEL-FREQUENCY CEPSTRAL COEFFICIENTS; NUMERICAL EXPERIMENTS; PROBABILISTIC NEURAL NETWORKS; SPEAKER DEPENDENTS; SPEECH EMOTION RECOGNITION; SPEECH SIGNALS; SUPPORT VECTOR MACHINE CLASSIFICATION; WORK FOCUS;

EID: 77955871490     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDT.2010.8     Document Type: Conference Paper
Times cited : (12)

References (34)
  • 1
    • 2942590310 scopus 로고    scopus 로고
    • Toward an affect-sensitive multimodal human-computer interaction
    • Sept. doi: 10.1109/JPROC. 2003.817122
    • M. Pantic and L. J. M. Rothkrantz, "Toward an affect-sensitive multimodal human-computer interaction", Proceedings of the IEEE, vol. 91, Issue 9, Sept. 2003, pp. 1370-1390, doi: 10.1109/JPROC. 2003.817122.
    • (2003) Proceedings of the IEEE , vol.91 , Issue.9 , pp. 1370-1390
    • Pantic, M.1    Rothkrantz, L.J.M.2
  • 3
    • 77955908800 scopus 로고    scopus 로고
    • [Computer program], last access date [March 10, 2010]
    • DTREG, [Computer program], http://www.dtreg.com/; last access date [March 10, 2010].
  • 8
    • 0029304079 scopus 로고
    • The Emotion Probe: Studies of Motivation and Attention
    • May
    • P. J. Lang, "The Emotion Probe: Studies of Motivation and Attention", American Psychologist, vol 50, no. 5, May 1995, pp. 372-85.
    • (1995) American Psychologist , vol.50 , Issue.5 , pp. 372-385
    • Lang, P.J.1
  • 9
    • 0038277026 scopus 로고    scopus 로고
    • Context-independent multilingual emotion recognition from speech signals
    • July doi:10.1023/A:1023426522496
    • V. Hozjan and Z. Kacic, "Context-independent multilingual emotion recognition from speech signals", International journal of Speech Technology, vol. 6, July 2003, pp. 311-320, doi:10.1023/A:1023426522496.
    • (2003) International Journal of Speech Technology , vol.6 , pp. 311-320
    • Hozjan, V.1    Kacic, Z.2
  • 12
    • 33846952503 scopus 로고    scopus 로고
    • Ensemble methods for spoken emotion recognition in call-centres
    • Feb. doi:10.1016/j.specom.2006.11.004
    • D. Morrison, R. Wang, and L. C. De Silva, "Ensemble methods for spoken emotion recognition in call-centres", Speech Communication, vol. 49, issue 2, Feb. 2007, pp. 98-112, doi:10.1016/j.specom.2006.11.004.
    • (2007) Speech Communication , vol.49 , Issue.2 , pp. 98-112
    • Morrison, D.1    Wang, R.2    De Silva, L.C.3
  • 15
    • 21844456055 scopus 로고    scopus 로고
    • The role of intonation in emotional expression
    • July doi:. 10.1016/j.specom.2005.02.016
    • T. Bänziger and K. R. Scherer, "The role of intonation in emotional expression", Speech Communication, vol.46, issues 3-4, July 2005, pp. 252-267, doi:. 10.1016/j.specom.2005.02.016.
    • (2005) Speech Communication , vol.46 , Issue.3-4 , pp. 252-267
    • Bänziger, T.1    Scherer, K.R.2
  • 21
    • 0001455934 scopus 로고
    • A Robust Algorithm for Pitch Tracking (RAPT)
    • W. B. Kleijn, K. K. Paliwal, Eds., Elsevier Science Inc.
    • D. Talkin, "A Robust Algorithm for Pitch Tracking (RAPT)", in Speech Coding & Synthesis, W. B. Kleijn, K. K. Paliwal, Eds., Elsevier Science Inc., 1995.
    • (1995) Speech Coding & Synthesis
    • Talkin, D.1
  • 22
    • 77955867821 scopus 로고    scopus 로고
    • last access date [March 10, 2010]
    • http://www.ee.ic.ac.uk/hp/staff/dmb/voicebox/voicebox.html; last access date [March 10, 2010].
  • 23
    • 77955868756 scopus 로고    scopus 로고
    • last access date [March 10, 2010]
    • http://www.ee.columbia.edu/~dpwe/resources/matlab/rastamat/; last access date [March 10, 2010].
  • 24
    • 0037384712 scopus 로고    scopus 로고
    • Vocal communication of emotion: A review of research paradigms
    • April doi: 10.1016/S0167-6393(02)00084-5
    • K.R. Scherer, "Vocal communication of emotion: a review of research paradigms", Speech Communication, vol 40, issues 1-2, April 2003, pp. 227-256, doi: 10.1016/S0167-6393(02)00084-5.
    • (2003) Speech Communication , vol.40 , Issue.1-2 , pp. 227-256
    • Scherer, K.R.1
  • 28
    • 0002965815 scopus 로고
    • The proof and measurement of association between two things
    • C. Spearman, "The proof and measurement of association between two things" Amer. J. Psychol. , 15 (1904) pp. 72-101.
    • (1904) Amer. J. Psychol. , vol.15 , pp. 72-101
    • Spearman, C.1
  • 31
    • 77955870445 scopus 로고    scopus 로고
    • last access date [March 10, 2010]
    • http://www.spss.com/corpinfo/?source=homepage&hpzone=nav ; last access date [March 10, 2010].
  • 34
    • 58349117682 scopus 로고    scopus 로고
    • Study on speakerindependent emotion recognition from speech on real-world data
    • A. Esposito, Eds. Springer Verlag, Berlin, Heidelberg
    • T. Kostoulas, T. Ganchev, and N. Fakotakis, "Study on speakerindependent emotion recognition from speech on real-world data", in Verbal and Nonverbal Features of Human-Human and Human-Machine Interaction, A. Esposito, Eds. Springer Verlag, Berlin, Heidelberg, 2008, pp. 235-242.
    • (2008) Verbal and Nonverbal Features of Human-Human and Human-Machine Interaction , pp. 235-242
    • Kostoulas, T.1    Ganchev, T.2    Fakotakis, N.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.