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A Novel Speaker Verification Method
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    Abstract:

    In this paper, on the basis of comparison of speaker verification and speaker identification, a novel speaker verification method is proposed. Compared to the conventional method, the speakerindependent speaker model is established to represent the universal feature of speech, and is used during the verification phase so that the decision threshold is adapted to different input speech and decided during verification phase. The difficulties of setting the decision threshold for the conventional method are al...

    Reference
    1 Rosenberg A E，Lee C-H，Soong F K．Sub-word unit,alker verification using hidden Markov models．In：Lonnie Ludeman ed．Proceedings of the International Conference of Acoustic，Speech and Signal Processing New Mexico：New Mexico State University,1000 269～272 2 Higgins A,Bahler L. Text-independent speaker verification by discriminant counting．In: John Litva ed．Proceedings of the International Conference of Acoustic．Speech and Signal Processing Toronto，Ontario：Piscataway，1991．405～ 408 3 Rosenberg A E，Delong J，Lee C H et al The use of cohort normalized scores for speaker recognition．In：Reg Stanton ed．Proceedings of the International Conference on Spcken Language Processing．Banff, Alberta：University of Alberta， 1992 599～602 4 Liu Chichi，Wang Hsiao-chuan，Lee Chin-hui Speaker verification using normalized log-likelihood score. IEEE Transactions on Speech and Audio Processmg，1996;4(1)57～60 5 Tishby N On the application of mixture AR hidden Markov models to text independent speaker recognition．IEEE Transactions on Acoustic, Speech，Signal Processing, 1991，39(3)：563～570 6 Reynolds Douglas A Large population speaker identification using clean and telephone speech．IEEE Signal Processing Letters, 1995,2(3)46～48
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张怡颖,朱小燕,张钹.一种新的说话人确认方法.软件学报,1999,10(4):372-376

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History
  • Received:January 13,1998
  • Revised:April 03,1998
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