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Volumn 16, Issue 3, 2008, Pages 594-606

Incorporating model-specific score distribution in speaker verification systems

Author keywords

Biometric authentication; Score normalization

Indexed keywords

ANIMAL BEHAVIORS; BIOMETRIC AUTHENTICATION; BIOMETRIC SYSTEMS; FUSION CLASSIFIERS; FUSION SYSTEMS; LEVEL FUSIONS; LOG-LIKELIHOOD RATIOS; SCORE NORMALIZATION; SPEAKER MODELS; SPEAKER VERIFICATION SYSTEMS; SYSTEM OUTPUTS; TRAINING DATUM; USER MODELS;

EID: 62249116441     PISSN: 15587916     EISSN: None     Source Type: Journal    
DOI: 10.1109/TASL.2008.916525     Document Type: Article
Times cited : (34)

References (40)
  • 1
    • 37849041688 scopus 로고    scopus 로고
    • Sheep, goats, lambs and wolves: A statistical analysis of speaker performance in the NIST 1998 speaker recognition evaluation
    • Sydney, Australia, CD-ROM
    • G. Doddington, W. Liggett, A. Martin, M. Przybocki. and D. Reynolds, "Sheep, goats, lambs and wolves: A statistical analysis of speaker performance in the NIST 1998 speaker recognition evaluation," in Proc. Int. Conf. Spoken Lang. Process. (ICSLP), Sydney, Australia. 1998, CD-ROM.
    • (1998) Proc. Int. Conf. Spoken Lang. Process. (ICSLP)
    • Doddington, G.1    Liggett, W.2    Martin, A.3    Przybocki, M.4    Reynolds, D.5
  • 2
    • 0019555090 scopus 로고
    • Cepstral analysis for automatic speaker verification
    • Apr
    • S. Furui, "Cepstral analysis for automatic speaker verification," IEEE Trans. Acoust., Speech, Signal Process., vol. 29, no. 2, pp. 254-272, Apr. 1981.
    • (1981) IEEE Trans. Acoust., Speech, Signal Process , vol.29 , Issue.2 , pp. 254-272
    • Furui, S.1
  • 3
    • 4244047330 scopus 로고    scopus 로고
    • Elaboration et validation d' approaches en verification du locuteur,
    • Ph.D. dissertation, Ecole Nationale Superieure des Telecommunication, Paris, France, Sep
    • J.-B. Pierrot, "Elaboration et validation d' approaches en verification du locuteur," Ph.D. dissertation, Ecole Nationale Superieure des Telecommunication, Paris, France, Sep. 1998.
    • (1998)
    • Pierrot, J.-B.1
  • 4
    • 0036487238 scopus 로고    scopus 로고
    • Towards better making a decision in speaker verification
    • K. Chen, "Towards better making a decision in speaker verification," Pattern Recognition, vol. 36, no. 2, pp. 329-346. 2003.
    • (2003) Pattern Recognition , vol.36 , Issue.2 , pp. 329-346
    • Chen, K.1
  • 5
    • 26444477144 scopus 로고    scopus 로고
    • On the use of score pruning in speaker verification for speaker dependent threshold estimation
    • J. R. Saeta and J. Hernando, "On the use of score pruning in speaker verification for speaker dependent threshold estimation," in Proc. Speaker Lang. Recognition Workshop, 2004, pp. 215-218.
    • (2004) Proc. Speaker Lang. Recognition Workshop , pp. 215-218
    • Saeta, J.R.1    Hernando, J.2
  • 6
    • 0037028839 scopus 로고    scopus 로고
    • Support vector machines for face authentication
    • K. Jonsson, J. Kittler, Y. P. Li, and J. Matas, "Support vector machines for face authentication," Image Vision Comput., vol. 20, pp. 269-275, 2002.
    • (2002) Image Vision Comput , vol.20 , pp. 269-275
    • Jonsson, K.1    Kittler, J.2    Li, Y.P.3    Matas, J.4
  • 8
    • 37849032710 scopus 로고    scopus 로고
    • Reconnaissance et Transformation de Locuteur,
    • Ph.D. dissertation, Ecole Polythechnique Federate de Lausanne EPFL, Lausanne, Switzerland
    • D. Genoud, "Reconnaissance et Transformation de Locuteur," Ph.D. dissertation, Ecole Polythechnique Federate de Lausanne (EPFL), Lausanne, Switzerland, 1998.
    • (1998)
    • Genoud, D.1
  • 10
    • 0033884857 scopus 로고    scopus 로고
    • Score normalization for text-independant speaker verification systems
    • R. Auckenthaler, M. Carey, and H. Lloyd-Thomas, "Score normalization for text-independant speaker verification systems," Digital Signal Process. (DSP) /., vol. 10, pp. 42-54, 2000.
    • (2000) Digital Signal Process. (DSP) , vol.10 , pp. 42-54
    • Auckenthaler, R.1    Carey, M.2    Lloyd-Thomas, H.3
  • 11
    • 0036299275 scopus 로고    scopus 로고
    • A Monte-Carlo method for score normalization in automatic speaker verification using Kull-back-Leibler distances
    • Orlando, FL
    • M. Ben, R. Blouet, and F. Bimbot, "A Monte-Carlo method for score normalization in automatic speaker verification using Kull-back-Leibler distances," in Proc. Int. Conf. Acoust., Speech, Signal Process. (ICASSP), Orlando, FL, 2002, vol. 1, pp. 689-692.
    • (2002) Proc. Int. Conf. Acoust., Speech, Signal Process. (ICASSP) , vol.1 , pp. 689-692
    • Ben, M.1    Blouet, R.2    Bimbot, F.3
  • 12
    • 27644561884 scopus 로고    scopus 로고
    • F-ratio client-dependent normalisation on biometric authentication tasks
    • Philadelphia, PA
    • N. Poh and S. Bengio, "F-ratio client-dependent normalisation on biometric authentication tasks," in Proc. IEEE Int. Conf. Acoust., Speech, Signal Process. (ICASSP), Philadelphia, PA, 2005, pp. 721-724.
    • (2005) Proc. IEEE Int. Conf. Acoust., Speech, Signal Process. (ICASSP) , pp. 721-724
    • Poh, N.1    Bengio, S.2
  • 13
    • 0036448934 scopus 로고    scopus 로고
    • Learning user-specific parameters in multibio-metric system
    • New York
    • A. Jain and A. Ross, "Learning user-specific parameters in multibio-metric system," in Proc. Int. Conf. of Image Process. (ICIP 2002), New York, 2002, pp. 57-70.
    • (2002) Proc. Int. Conf. of Image Process. (ICIP 2002) , pp. 57-70
    • Jain, A.1    Ross, A.2
  • 14
    • 15044355748 scopus 로고    scopus 로고
    • Large scale evaluation of multimodal biometric authentication using state-of-the-art systems
    • Mar
    • R. Snelick, U. Uludag, A. Mink, M. Indovina, and A. Jain, "Large scale evaluation of multimodal biometric authentication using state-of-the-art systems," IEEE Trans. Pattern Anal. Mach. Intel!., vol. 27, no. 3, pp. 45*0-455, Mar. 2005.
    • (2005) IEEE Trans. Pattern Anal. Mach. Intel , vol.27 , Issue.3 , pp. 450-455
    • Snelick, R.1    Uludag, U.2    Mink, A.3    Indovina, M.4    Jain, A.5
  • 18
    • 4744361171 scopus 로고    scopus 로고
    • Exploiting global and local decision for multimodal biometrics verification
    • Oct
    • K.-A. Toh, X. Jiang, and W.-Y. Yau, "Exploiting global and local decision for multimodal biometrics verification," IEEE Trans. Signal Process., vol. 52, no. 10, pp. 3059-3072, Oct. 2004.
    • (2004) IEEE Trans. Signal Process , vol.52 , Issue.10 , pp. 3059-3072
    • Toh, K.-A.1    Jiang, X.2    Yau, W.-Y.3
  • 20
    • 0033884858 scopus 로고    scopus 로고
    • Speaker verification using adapted Gaussian mixture models
    • D. A. Reynolds, T. 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.2    Dunn, R.3
  • 23
    • 58349099368 scopus 로고    scopus 로고
    • Revisiting Doddington's zoo: A systematic method to assess user-dependent variabilities
    • Toulouse, France, CD-ROM
    • N. Poh, S. Bengio, and A. Ross, "Revisiting Doddington's zoo: A systematic method to assess user-dependent variabilities," in Proc. Workshop Multimodal User Authent. (MMUA'06), Toulouse, France, 2006, CD-ROM.
    • (2006) Proc. Workshop Multimodal User Authent. (MMUA'06)
    • Poh, N.1    Bengio, S.2    Ross, A.3
  • 26
    • 33947161061 scopus 로고    scopus 로고
    • Validating a biometric authentication system: Sample size requirements
    • Dec
    • S. C. Dass, Y. Zhu, and A. K. Jain, "Validating a biometric authentication system: Sample size requirements," IEEE Trans. Pattern Anal. Mach. Intell., vol. 28, no. 12. pp. 1902-1319, Dec. 2006.
    • (2006) IEEE Trans. Pattern Anal. Mach. Intell , vol.28 , Issue.12 , pp. 1902-1319
    • Dass, S.C.1    Zhu, Y.2    Jain, A.K.3
  • 27
    • 27744526744 scopus 로고    scopus 로고
    • Database, protocol and tools for evaluating score-level fusion algorithms in biometric authentication
    • Feb
    • N. Poh and S. Bengio, "Database, protocol and tools for evaluating score-level fusion algorithms in biometric authentication," Pattern Recognition, vol. 39, no. 2, pp. 223-233, Feb. 2005.
    • (2005) Pattern Recognition , vol.39 , Issue.2 , pp. 223-233
    • Poh, N.1    Bengio, S.2
  • 28
    • 64949109099 scopus 로고    scopus 로고
    • J. Mariethoz and S. Bengio, A new speech recognition baseline system for numbers 95 version 1.3 based on torch, IDIAP, IDIAP-RR 16, 2004
    • J. Mariethoz and S. Bengio, "A new speech recognition baseline system for numbers 95 version 1.3 based on torch," IDIAP, IDIAP-RR 16, 2004.
  • 32
    • 45949094306 scopus 로고    scopus 로고
    • J. Matas, M. Hamouz, K. Jonsson, J. Kittler, Y. Li, C. Kotropoulos, A. Tefas, 1. Pitas, T. Tan, H. Yan, F. Smeraldi, J. Begun, N. Capdevielle, W. Gerstner, S. Ben-Yacoub, Y. Abdeljaoued, and E. Mayoraz, Comparison of face verification results on the XM2VTS database, in Proc. 15th Int. Conf. Pattern Recognition, Barcelona, Spain, 2000, 4, pp. 858-863.
    • J. Matas, M. Hamouz, K. Jonsson, J. Kittler, Y. Li, C. Kotropoulos, A. Tefas, 1. Pitas, T. Tan, H. Yan, F. Smeraldi, J. Begun, N. Capdevielle, W. Gerstner, S. Ben-Yacoub, Y. Abdeljaoued, and E. Mayoraz, "Comparison of face verification results on the XM2VTS database," in Proc. 15th Int. Conf. Pattern Recognition, Barcelona, Spain, 2000, vol. 4, pp. 858-863.
  • 34
  • 35
    • 23744485282 scopus 로고    scopus 로고
    • The expected performance curve: A new assessment measure for person authentication
    • Toledo, OH
    • S. Bengio and J. Mariethoz, "The expected performance curve: A new assessment measure for person authentication," in Proc. Speaker Lang. Recognition Workshop (Odyssey), Toledo, OH, 2004, pp. 279-284.
    • (2004) Proc. Speaker Lang. Recognition Workshop (Odyssey) , pp. 279-284
    • Bengio, S.1    Mariethoz, J.2
  • 38
    • 37249001212 scopus 로고    scopus 로고
    • Multi-system biometric authentication: Optimal fusion and user-specific information,
    • Ph.D. dissertation, Swiss Federal Inst. Technol, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
    • N. Poh, "Multi-system biometric authentication: Optimal fusion and user-specific information," Ph.D. dissertation, Swiss Federal Inst. Technol. (Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland, 2006.
    • (2006)
    • Poh, N.1
  • 40
    • 27744533915 scopus 로고    scopus 로고
    • N. Poh ab nd S. Bengio, How do correlation and variance of base classifiers affect fusion in biometric authentication tasks?, IEEE Trans. Signal Process., 53, no. 11, pp. 4384-4396, Nov. 2005.
    • N. Poh ab nd S. Bengio, "How do correlation and variance of base classifiers affect fusion in biometric authentication tasks?," IEEE Trans. Signal Process., vol. 53, no. 11, pp. 4384-4396, Nov. 2005.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.