메뉴 건너뛰기




Volumn , Issue , 2009, Pages 662-667

Support vector machines approaches and its application to speaker identification

Author keywords

Gaussian mixture models; Speaker identification; Support vector machines

Indexed keywords

CLASSIFICATION APPROACH; GAUSSIAN MIXTURE MODEL; IDENTIFICATION RATES; SPEAKER IDENTIFICATION; TEXT-INDEPENDENT SPEAKER IDENTIFICATION;

EID: 71649113264     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/DEST.2009.5276751     Document Type: Conference Paper
Times cited : (7)

References (26)
  • 1
    • 84898982939 scopus 로고    scopus 로고
    • Exploiting generative models in discriminative classifiers
    • M.S. Kearns, S.A. Solla and D.A. Cohn, Eds, MIT Press, Cambridge, MA
    • T.S. Jaakkola, D. Haussler, "Exploiting generative models in discriminative classifiers," In: M.S. Kearns, S.A. Solla and D.A. Cohn, (Eds.), Advances in neural Information Processing, vol. 11. MIT Press, Cambridge, MA, 1998, pages 487-493.
    • (1998) Advances in neural Information Processing , vol.11 , pp. 487-493
    • Jaakkola, T.S.1    Haussler, D.2
  • 3
    • 71649110849 scopus 로고    scopus 로고
    • Nonlinear predictive models: Overview and possibilities in speaker recognition
    • Springer
    • M. Faundez Zanuy and M. Chetouani, "Nonlinear predictive models: overview and possibilities in speaker recognition," Workshop on nonlinear Speech Processing, Springer, 2005, pages 170-189.
    • (2005) Workshop on nonlinear Speech Processing , pp. 170-189
    • Faundez Zanuy, M.1    Chetouani, M.2
  • 4
    • 27144489164 scopus 로고    scopus 로고
    • A tutorial on support vector machines for pattern recognition
    • C. J. C. Burges, "A tutorial on support vector machines for pattern recognition," Data Mining and Knowledge Discovery, vol. 2, pages 955-974, 1998
    • (1998) Data Mining and Knowledge Discovery , vol.2 , pp. 955-974
    • Burges, C.J.C.1
  • 5
    • 0002629270 scopus 로고
    • Maximum likelihood from incomplete data via the EM algorithm
    • A. Dempster, N. Laird and D. Rubin, "Maximum likelihood from incomplete data via the EM algorithm," J. Royal Stat. Soc., vol. 39, pages 1-38, 1977.
    • (1977) J. Royal Stat. Soc , vol.39 , pp. 1-38
    • Dempster, A.1    Laird, N.2    Rubin, D.3
  • 6
    • 0003120218 scopus 로고    scopus 로고
    • Fast training of support vector machines using sequential minimal optimization
    • B. Schoelkopf, C. Burges, A. Smola, eds, MIT Press
    • J. Platt, "Fast training of support vector machines using sequential minimal optimization," In: B. Schoelkopf, C. Burges, A. Smola, (eds.) Advances in Kernel Methods - Support Vector Learning, MIT Press, 1998.
    • (1998) Advances in Kernel Methods - Support Vector Learning
    • Platt, J.1
  • 7
    • 0035899238 scopus 로고    scopus 로고
    • Speaker recognition using continuous density support vector machines
    • X. Dong and W. Zhaohui, "Speaker recognition using continuous density support vector machines," in Electronics Letters, 2001, vol. 37, no. 17, pages 1099-1101.
    • (2001) Electronics Letters , vol.37 , Issue.17 , pp. 1099-1101
    • Dong, X.1    Zhaohui, W.2
  • 8
    • 17944381277 scopus 로고    scopus 로고
    • Improved MFCC-Based Feature for Robust Speaker Identification
    • W. Zunjingand, C. Zhigang, "Improved MFCC-Based Feature for Robust Speaker Identification," Tsinghua Science and Technology, 2005, Vol. 10, no 2, pages 158-161.
    • (2005) Tsinghua Science and Technology , vol.10 , Issue.2 , pp. 158-161
    • Zunjingand, W.1    Zhigang, C.2
  • 15
    • 0019053271 scopus 로고
    • Comparison of parametric representation for monosyllabic word recognition in continuously spoken sentences
    • S. B. Davis and P. Mermelstein, "Comparison of parametric representation for monosyllabic word recognition in continuously spoken sentences," in Proceedings of the IEEE Transaction on Acoustics, Speech and Signal Processing, 1980, vol. 28, no. 4, pages 357-365.
    • (1980) Proceedings of the IEEE Transaction on Acoustics, Speech and Signal Processing , vol.28 , Issue.4 , pp. 357-365
    • Davis, S.B.1    Mermelstein, P.2
  • 16
    • 19944413642 scopus 로고    scopus 로고
    • A discriminative training approach for textindependent speaker recognition
    • pages
    • Q. Y. Hong, S. Kwong, "A discriminative training approach for textindependent speaker recognition," in Proceedings of the IEEE Signal Processing, 2005, vol.85, no.7, pages1449-1463.
    • (2005) Proceedings of the IEEE Signal Processing , vol.85 , Issue.7 , pp. 1449-1463
    • Hong, Q.Y.1    Kwong, S.2
  • 17
  • 25
    • 71649095340 scopus 로고    scopus 로고
    • Thesis, Department of Electrical and Electronic Engineering, University of Stellenbosch, South Africa
    • F. D. Cilliers, "Tree-based Gaussian Mixture Models for Speaker Verification," Thesis, Department of Electrical and Electronic Engineering, University of Stellenbosch, South Africa, 2005.
    • (2005) Tree-based Gaussian Mixture Models for Speaker Verification
    • Cilliers, F.D.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.