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Volumn , Issue , 2008, Pages 158-165

Speech emotion classification using Machine Learning algorithms

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; CLASSIFICATION (OF INFORMATION); INFORMATION THEORY; LEARNING SYSTEMS; PARAMETER ESTIMATION; ROBOT LEARNING; SEMANTICS; SEQUENTIAL SWITCHING; SPEECH; SPEECH ANALYSIS; SPEECH RECOGNITION; STANDARDS; STATISTICAL METHODS; SUPPORT VECTOR MACHINES;

EID: 52149124340     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICSC.2008.43     Document Type: Conference Paper
Times cited : (74)

References (13)
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    • Etsi es 202 211 v1.1.1 (speech processing, transmission and quality aspects (stq); distributed speech recognition; extended front-end feature extraction algorithm; compression algorithms; back-end speech reconstruction algorithm). Technical report, European Telecommunications Standards Institute, 2003.
    • Etsi es 202 211 v1.1.1 (speech processing, transmission and quality aspects (stq); distributed speech recognition; extended front-end feature extraction algorithm; compression algorithms; back-end speech reconstruction algorithm). Technical report, European Telecommunications Standards Institute, 2003.
  • 4
    • 0002593344 scopus 로고
    • Multi-interval discretization of continuous-valued attributes for classification learning
    • Aug-Sept, Chambéry, France
    • U. M. Fayyad and K. B. Irani. Multi-interval discretization of continuous-valued attributes for classification learning. In International Joint Conference on Artificial Intelligence, pages 1022-1029, Aug-Sept 1993. Chambéry, France.
    • (1993) International Joint Conference on Artificial Intelligence , pp. 1022-1029
    • Fayyad, U.M.1    Irani, K.B.2
  • 5
    • 52149118677 scopus 로고    scopus 로고
    • J. Hansen and S. Bou-Ghazale. Getting Started with SUSAS: A Speech Under Simulated and Actual Stress Database. In Proc. Int'l Conf. Speech Communication and Technology (Eurospeech), 4, pages 1743-1746. Sept 22-25, 1997, Rhodes, Greece.
    • J. Hansen and S. Bou-Ghazale. Getting Started with SUSAS: A Speech Under Simulated and Actual Stress Database. In Proc. Int'l Conf. Speech Communication and Technology (Eurospeech), volume 4, pages 1743-1746. Sept 22-25, 1997, Rhodes, Greece.
  • 6
    • 52149084170 scopus 로고    scopus 로고
    • Speeding up multi-class svm by pea and feature selection
    • April, Newport Beach, Cal, USA
    • H. Lei and V. Govindaraju. Speeding up multi-class svm by pea and feature selection. In SIAM DM'05, April 2005. Newport Beach, Cal., USA.
    • (2005) SIAM DM'05
    • Lei, H.1    Govindaraju, V.2
  • 7
    • 52149119640 scopus 로고
    • Discretization of continuous attributes using relief
    • Portoroz, Slovenia
    • I. Kononenko and M. Robnik-Sikonja. Discretization of continuous attributes using relief. In ERK'95. Portoroz, Slovenia, 1995.
    • (1995) ERK'95
    • Kononenko, I.1    Robnik-Sikonja, M.2
  • 8
    • 34547518166 scopus 로고    scopus 로고
    • Support vector regression for automatic recognition of spontaneous emotions in speech
    • April, Honolulu, Hawaii, USA
    • K. Kroschel, S. Narayanan, and M. Grimm. Support vector regression for automatic recognition of spontaneous emotions in speech. In Int'l Conf. on Acoustics, Speech, and Signal Processing, volume 4, pages 1085-1088, April 2007. Honolulu, Hawaii, USA.
    • (2007) Int'l Conf. on Acoustics, Speech, and Signal Processing , vol.4 , pp. 1085-1088
    • Kroschel, K.1    Narayanan, S.2    Grimm, M.3
  • 10
    • 0038548330 scopus 로고    scopus 로고
    • The production and recognition of emotions in speech: Features and algorithms
    • P. Oudeyer. The production and recognition of emotions in speech: Features and algorithms. Int'l Journal of Human-Computer Studies, 59(1-2):157-183, 2003.
    • (2003) Int'l Journal of Human-Computer Studies , vol.59 , Issue.1-2 , pp. 157-183
    • Oudeyer, P.1
  • 11
    • 85017209813 scopus 로고    scopus 로고
    • 0 contour features across stress and speaking style in the susas databases
    • March, Civic Plaza, Hyatt Regency, Phoenix, Arizona, USA
    • 0 contour features across stress and speaking style in the susas databases. In Int'l Conf. on Acoustics, Speech, and Signal Processing, volume 4, pages 2091-2094, March 1999. Civic Plaza, Hyatt Regency - Phoenix, Arizona, USA.
    • (1999) Int'l Conf. on Acoustics, Speech, and Signal Processing , vol.4 , pp. 2091-2094
    • Slyh, R.E.1    Nelson, W.T.2    Hansen, J.H.L.3
  • 12
    • 33750564952 scopus 로고    scopus 로고
    • Comparing feature sets for acted and spontaneous speech in view of automatic emotion recognition. In IEEE, editor
    • Jul
    • T. Vogt and E. Andre. Comparing feature sets for acted and spontaneous speech in view of automatic emotion recognition. In IEEE, editor, Int'l Conf. Multimedia and Expo, pages 474-477, Jul. 2005.
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    • Vogt, T.1    Andre, E.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.