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Volumn , Issue , 2008, Pages 348-352

Efficient speaker recognition based on multi-class Twin Support Vector Machines and GMMs

Author keywords

[No Author keywords available]

Indexed keywords

BIOMETRICS; DATABASE SYSTEMS; FEATURE EXTRACTION; IMAGE RETRIEVAL; MECHATRONICS; RANDOM ACCESS STORAGE; ROBOTICS; VECTORS;

EID: 58049123107     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/RAMECH.2008.4681433     Document Type: Conference Paper
Times cited : (36)

References (16)
  • 3
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    • A Tutorial on Support Vector Machines for Pattern Recognition
    • C. Bulges, A Tutorial on Support Vector Machines for Pattern Recognition, Data Mining and Knowledge Discovery, vol. 2, pp. 1-1, 1998.
    • (1998) Data Mining and Knowledge Discovery , vol.2 , pp. 1-1
    • Bulges, C.1
  • 4
    • 0033884858 scopus 로고    scopus 로고
    • Speaker verification using adapted Gaussian mixture models
    • D. A. Reynolds, T. F. Quatieri and R. Dunn, Speaker verification using adapted Gaussian mixture models. Digital Signal Process, vol. 10, no. 1-3, pp. 19-41, 2000.
    • (2000) Digital Signal Process , vol.10 , Issue.1-3 , pp. 19-41
    • Reynolds, D.A.1    Quatieri, T.F.2    Dunn, R.3
  • 5
    • 33645887246 scopus 로고    scopus 로고
    • Support Vector Machines Using GMM Supervectors for Speaker Verification
    • MAY
    • W. M. Campbell, D. E. Sturim and D. A. Reynolds, Support Vector Machines Using GMM Supervectors for Speaker Verification. IEEE SIGNAL PROCESSING LETTERS, vol. 13, NO. 5, MAY 2006.
    • (2006) IEEE SIGNAL PROCESSING LETTERS , vol.13 , Issue.5
    • Campbell, W.M.1    Sturim, D.E.2    Reynolds, D.A.3
  • 6
    • 0000913324 scopus 로고    scopus 로고
    • SVMTorch: Support vector machines for large-scale regression problems
    • R. Collobert and S. Bengio, SVMTorch: Support vector machines for large-scale regression problems. J. Mach. Learn. Res, vol. 1, pp. 143-143, 2001.
    • (2001) J. Mach. Learn. Res , vol.1 , pp. 143-143
    • Collobert, R.1    Bengio, S.2
  • 7
    • 0037279492 scopus 로고    scopus 로고
    • Content-Based Audio Classification and Retrieval by Support Vector Machines
    • Jan
    • G. Guo and S. Z. Li, Content-Based Audio Classification and Retrieval by Support Vector Machines. IEEE Trans. on Neural Networks, vol. 14, no. 1, pp. 209-215, Jan. 2003.
    • (2003) IEEE Trans. on Neural Networks , vol.14 , Issue.1 , pp. 209-215
    • Guo, G.1    Li, S.Z.2
  • 9
    • 27144489164 scopus 로고    scopus 로고
    • C. J. C. Burges, A tutorial on support vector machines for pattern recognition. Data Mining and Knowl. Discov, 2, no. 2, pp. 1-47, 1998.
    • C. J. C. Burges, A tutorial on support vector machines for pattern recognition. Data Mining and Knowl. Discov, vol. 2, no. 2, pp. 1-47, 1998.
  • 10
    • 0036298128 scopus 로고    scopus 로고
    • Evaluation of kernel methods for speaker verification and identification
    • V. Wan and S. Renals, Evaluation of kernel methods for speaker verification and identification. Proc. ICASSP, vol. 1, pp. 669-672, 2002.
    • (2002) Proc. ICASSP , vol.1 , pp. 669-672
    • Wan, V.1    Renals, S.2
  • 11
    • 0032672116 scopus 로고    scopus 로고
    • Polynomial Classifier Techniques for Speaker Verification
    • W. M. Campbell and K. T. Assaleh, Polynomial Classifier Techniques for Speaker Verification. Proc. ICASSP, vol. 1, pp. 321-324, 1999.
    • (1999) Proc. ICASSP , vol.1 , pp. 321-324
    • Campbell, W.M.1    Assaleh, K.T.2
  • 12
    • 0033738983 scopus 로고    scopus 로고
    • AHU-MADA: A large speech corpus in Spanish for speaker characterization and identification
    • June
    • J. Ortega Garcła, J. Gonzlez Rodrłguez and V. Marrero-Aguiar, AHU-MADA: A large speech corpus in Spanish for speaker characterization and identification. Speech Communication, vol. 31, pp. 255-264, June 2000.
    • (2000) Speech Communication , vol.31 , pp. 255-264
    • Ortega Garcła, J.1    Gonzlez Rodrłguez, J.2    Marrero-Aguiar, V.3
  • 16
    • 0141590314 scopus 로고    scopus 로고
    • SVMSVM: Support Vector Machine speaker verification methodology
    • V. Wan and S. Renals, SVMSVM: Support Vector Machine speaker verification methodology. Proc. IEEE ICASSP, 2003.
    • (2003) Proc. IEEE ICASSP
    • Wan, V.1    Renals, S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.