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SVID Speaker Recognition System for NIST SRE 2012

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Speech and Computer (SPECOM 2013)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 8113))

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A description of the SVID speaker recognition system is presented. This system was developed for submission to the NIST SRE 2012.

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  1. The NIST Year 2012 Speaker Recognition Evaluation Plan,

  2. The NIST Year 2008 Speaker Recognition Evaluation Plan,

  3. The NIST Year 2010 Speaker Recognition Evaluation Plan,

  4. Bimbot, F., et al.: A Tutorial on Text-Independent Speaker Verification. EURASIP Journal on Applied Signal Processing (4), 430–451 (2004)

    Google Scholar 

  5. Ignatov, P., Stolbov, M., Aleynik, S.: Semi-Automated Technique for Noisy Recording Enhancement Using an Independent Reference Recording. In: 46th International Conference of the Audio Engineering Society, Denver, CO, USA, pp. 2–3 (2012)

    Google Scholar 

  6. Reynolds, D.A.: Experimental evaluation of features for robust speaker identification. IEEE Transactions on Speech and Audio Processing 2(4), 639–643 (1994)

    Article  Google Scholar 

  7. Burget, L., et al.: Analysis of feature extraction and channel compensation in GMM speaker recognition system. IEEE Trans. on Audio, Speech and Language Processing 15(7), 1979–1986 (2007)

    Article  Google Scholar 

  8. Kenny, P., et al.: A Study of Inter-Speaker Variability in Speaker Verification. IEEE Transactions on Audio, Speech and Language Processing 16(5), 980–988 (2008)

    Article  MathSciNet  Google Scholar 

  9. Kenny, P., et al.: Joint factor analysis versus eigenchannels in speaker recognition. IEEE Transactions on Audio, Speech and Language Processing 15(4), 1435–1447 (2007)

    Article  Google Scholar 

  10. Dehak, N., et al.: Front-end factor analysis for speaker verification. IEEE Transactions on Audio, Speech, and Language Processing 99 (2010)

    Google Scholar 

  11. Matejka, P., et al.: Full Covariance UBM and Heavy-Tailed PLDA in i-vector Speaker Verification. In: ICASSP, Prague, Czech Republic, pp. 4828–4831 (2011)

    Google Scholar 

  12. Reynolds, D.A., Quatieri, T.F., Dunn, R.B.: Speaker Verification Using Adapted Gaussian Mixture Models. Digital Signal Processing (10), 19–41 (2000)

    Google Scholar 

  13. Garcia-Romero, D., Espy-Wilson, C.Y.: Analysis of I-vector Length Normalization in Speaker Recognition Systems. In: Interspeech, Florence, Italy, pp. 249–252 (2011)

    Google Scholar 

  14. Vogt, R., Sridharan, S.: Explicit Modelling of Session Variability for Speaker Verification. Computer Speech & Language 22(1), 17–38 (2008)

    Article  Google Scholar 

  15. BOSARIS Toolkit,

  16. Kenny, P.: Bayesian speaker verification with heavy tailed priors. In: Odyssey Speaker and Language Recognition Workshop, Brno, Czech Republic, pp. 1–41 (2010)

    Google Scholar 

  17. Simonchik, K., Pekhovsky, T., Shulipa, A., Afanasyev, A.: Supervized Mixture of PLDA Models for Cross-Channel Speaker Verification. In: 13th Annual Conference of the International Speech Communication Association, Interspeech 2012, Portland, Oregon, USA (2012)

    Google Scholar 

  18. Belykh, I.N., Kapustin, I.N., Kozlov, A.V., Lohanova, A.V., Matveev, Y.N., Pekhovsky, Y.N., Simonchik, K.K., Shulipa, K.: Speaker identification system for the NIST SRE 2010. Inform. Primen. 6(1), 91–98 (2012)

    Google Scholar 

  19. Aleinik, S., Matveev, Y., Raev, A.: Method of evaluation of speech signal clipping level. Scientific and Technical Journal of Information Technologies, Mechanics and Optics 79(3), 79–83 (2012)

    Google Scholar 

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© 2013 Springer International Publishing Switzerland

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Kozlov, A., Kudashev, O., Matveev, Y., Pekhovsky, T., Simonchik, K., Shulipa, A. (2013). SVID Speaker Recognition System for NIST SRE 2012. In: Železný, M., Habernal, I., Ronzhin, A. (eds) Speech and Computer. SPECOM 2013. Lecture Notes in Computer Science(), vol 8113. Springer, Cham.

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-01930-7

  • Online ISBN: 978-3-319-01931-4

  • eBook Packages: Computer ScienceComputer Science (R0)

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