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Volumn , Issue , 2009, Pages 2351-2354

MiniVectors: An improved GMM-SVM approach for speaker verification

Author keywords

Speaker verification; Supervectors; Support vector machines

Indexed keywords

ACCURACY LEVEL; REAL-LIFE APPLICATIONS; RELATIVE PERFORMANCE; RUNTIMES; SPEAKER MODEL; SPEAKER VERIFICATION; SPEAKER VERIFICATION SYSTEM;

EID: 70450158460     PISSN: None     EISSN: 19909772     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (2)

References (13)
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    • Reynolds, D.A.1    Quatieri, T.F.2    Dunn, R.B.3
  • 3
    • 11144239488 scopus 로고    scopus 로고
    • Speaker verification using support vector machines,
    • Ph.D. dissertation, University of Sheffield
    • V. Wan, "Speaker verification using support vector machines," Ph.D. dissertation, University of Sheffield, 2003.
    • (2003)
    • Wan, V.1
  • 4
    • 0034849711 scopus 로고    scopus 로고
    • S. Fine, J. Navrtil, and R. A. Gopinath, A hybrid gmm/svm approach to speaker identification, in in PRoc. ICASSP, 1, 2001, pp. 417-420.
    • S. Fine, J. Navrtil, and R. A. Gopinath, "A hybrid gmm/svm approach to speaker identification," in in PRoc. ICASSP, vol. 1, 2001, pp. 417-420.
  • 5
    • 85143190792 scopus 로고    scopus 로고
    • W. M. Campbell, A svm/hmm system for speaker recognition, in in PRoc. ICASSP, Hong Kong, April 2003, pp. 156-159.
    • W. M. Campbell, "A svm/hmm system for speaker recognition," in in PRoc. ICASSP, Hong Kong, April 2003, pp. 156-159.
  • 7
    • 33947696754 scopus 로고    scopus 로고
    • W. Campbell, D. Sturim, D. Reynolds, and A. Solomonoff, Svm based speaker verification using a gmm supervector kernel and nap variability compensation, in in Proc. ICASSP, 1, 2006, p. H.
    • W. Campbell, D. Sturim, D. Reynolds, and A. Solomonoff, "Svm based speaker verification using a gmm supervector kernel and nap variability compensation," in in Proc. ICASSP, vol. 1, 2006, p. H.
  • 8
    • 85009112344 scopus 로고    scopus 로고
    • J. Kharroubi, D. Petrovska-Delacrtaz, and G. Chollet, Combining GMMs with suport vector machines for text-independent speaker verification, in in Proc. Eurospeech, 2001, pp. 1761-1764.
    • J. Kharroubi, D. Petrovska-Delacrtaz, and G. Chollet, "Combining GMMs with suport vector machines for text-independent speaker verification," in in Proc. Eurospeech, 2001, pp. 1761-1764.
  • 9
    • 27144489164 scopus 로고    scopus 로고
    • A tutorial on support vector machines for pattern recognition
    • C. Burges, "A tutorial on support vector machines for pattern recognition," Data Mining andKnowledge Discovery, vol. 2, no. 2, pp. 1-47, 1998.
    • (1998) Data Mining andKnowledge Discovery , vol.2 , Issue.2 , pp. 1-47
    • Burges, C.1
  • 11
    • 0004322632 scopus 로고    scopus 로고
    • Sequential minimal optimization: A fast algorithm for training support vector machines
    • J. C. Platt, "Sequential minimal optimization: A fast algorithm for training support vector machines," Microsoft Research, MSR-TR-98-14, 1998.
    • (1998) Microsoft Research, MSR-TR-98-14
    • Platt, J.C.1
  • 12
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    • C. H. Lee and J.-L. Gauvain, Speaker adaptation based on map estimation of hmm parameters, in in Proc. ICASSP, 2, 2003, pp. 558-561.
    • C. H. Lee and J.-L. Gauvain, "Speaker adaptation based on map estimation of hmm parameters," in in Proc. ICASSP, vol. 2, 2003, pp. 558-561.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.