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Volumn 55, Issue 2, 2013, Pages 237-251

Multitaper MFCC and PLP features for speaker verification using i-vectors

Author keywords

Feature extraction; i Vectors; MFCC; Multi taper spectrum; PLP; Speaker verification

Indexed keywords

I-VECTORS; MFCC; MULTI-TAPER SPECTRUM; PLP; SPEAKER VERIFICATION;

EID: 84870238795     PISSN: 01676393     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.specom.2012.08.007     Document Type: Article
Times cited : (95)

References (41)
  • 1
    • 84870975656 scopus 로고    scopus 로고
    • ABC System description for NIST SRE 2010
    • ABC System description for NIST SRE 2010.
  • 2
    • 81155151872 scopus 로고    scopus 로고
    • A study of low-variance multi-taper features for distributed speech recognition
    • Alam, J.; Kenny, P.; O'Shaughnessy, D.; 2011. A study of low-variance multi-taper features for distributed speech recognition. In: Proc. NOLISP. LNAI, vol. 7015, pp. 239-245.
    • (2011) Proc. NOLISP. LNAI , vol.7015 , pp. 239-245
    • Alam, J.1    Kenny, P.2    O'Shaughnessy, D.3
  • 6
    • 0019053271 scopus 로고
    • Comparison of parametric representations for monosyllabic word recognition in continuously spoken sentences
    • S. Davis, and P. Mermelstein Comparison of parametric representations for monosyllabic word recognition in continuously spoken sentences IEEE Trans. Acoust. Speech Signal Process. 28 2 1980 357 366
    • (1980) IEEE Trans. Acoust. Speech Signal Process. , vol.28 , Issue.2 , pp. 357-366
    • Davis, S.1    Mermelstein, P.2
  • 9
    • 84865733857 scopus 로고    scopus 로고
    • Analysis of i-vector length normalization in speaker recognition systems
    • Florence, Italy
    • Garcia-Romero, D.; Espy-Wilson, Carol Y.; 2011. Analysis of i-vector length normalization in speaker recognition systems. In: Proc. Interspeech, Florence, Italy, pp. 249-252.
    • (2011) Proc. Interspeech , pp. 249-252
    • Garcia-Romero, D.1    Espy-Wilson Carol, Y.2
  • 11
    • 0031095319 scopus 로고    scopus 로고
    • A multiple window method for estimation of peaked spectra
    • M. Hansson, and G. Salomonsson A multiple window method for estimation of peaked spectra IEEE Trans. Signal Process. 45 3 1997 778 781
    • (1997) IEEE Trans. Signal Process. , vol.45 , Issue.3 , pp. 778-781
    • Hansson, M.1    Salomonsson, G.2
  • 12
    • 70349223791 scopus 로고    scopus 로고
    • Optimal cepstrum estimation using multiple windows
    • Hansson-Sandsten, M.; Sandberg, J.; 2009. Optimal cepstrum estimation using multiple windows. In: Proc. ICASSP, pp. 3077-3080.
    • (2009) Proc. ICASSP , pp. 3077-3080
    • Hansson-Sandsten, M.1    Sandberg, J.2
  • 13
    • 0017851927 scopus 로고
    • On the use of windows for harmonic analysis with the discrete Fourier transform
    • F. Harris On the use of windows for harmonic analysis with the discrete Fourier transform Proc. IEEE 66 1 1978 51 84
    • (1978) Proc. IEEE , vol.66 , Issue.1 , pp. 51-84
    • Harris, F.1
  • 14
    • 0025041264 scopus 로고
    • Perceptual linear prediction (PLP) analysis of speech
    • H. Hermansky Perceptual linear prediction (PLP) analysis of speech J. Acoust. Soc. Amer. 87 4 1990 1738 1752
    • (1990) J. Acoust. Soc. Amer. , vol.87 , Issue.4 , pp. 1738-1752
    • Hermansky, H.1
  • 16
    • 0742307391 scopus 로고    scopus 로고
    • Speech enhancement based on wavelet thresholding the multitaper spectrum
    • Y. Hu, and P. Loizou Speech enhancement based on wavelet thresholding the multitaper spectrum IEEE Trans. Speech Audio Process. 12 1 2004 59 67
    • (2004) IEEE Trans. Speech Audio Process. , vol.12 , Issue.1 , pp. 59-67
    • Hu, Y.1    Loizou, P.2
  • 21
    • 79959826333 scopus 로고    scopus 로고
    • What else is new than the Hamming window? Robust MFCCs for speaker recognition via multitapering
    • Kinnunen, T.; Saeidi, R.; Sandberg, J.; Hansson-Sandsten, M.; 2010. What else is new than the Hamming window? Robust MFCCs for speaker recognition via multitapering. In: Proc. Interspeech, pp. 2734-2737.
    • (2010) Proc. Interspeech , pp. 2734-2737
    • Kinnunen, T.1    Saeidi, R.2    Sandberg, J.3    Hansson-Sandsten, M.4
  • 23
    • 37649032600 scopus 로고    scopus 로고
    • Brno University of technology system for NIST 2005 language recognition evaluation
    • "Honza", 2006
    • Matejka, Pavel, Burget, Lukáš, Schwarz, Petr, Cernocký, Jan "Honza", 2006. Brno University of technology system for NIST 2005 language recognition evaluation. In: Proc. IEEE Odyssey 2006 Speaker and Language Recognition Workshop, pp. 57-64.
    • Proc. IEEE Odyssey 2006 Speaker and Language Recognition Workshop , pp. 57-64
    • Matejka Pavel, B.1
  • 25
    • 84871009821 scopus 로고    scopus 로고
    • National Institute of Standards and Technology
    • National Institute of Standards and Technology, NIST Speaker Recognition Evaluation. Available from: .
    • NIST Speaker Recognition Evaluation
  • 28
    • 0033884858 scopus 로고    scopus 로고
    • Speaker verification using adapted Gaussian mixture models
    • D.A. Reynolds, T.F. Quatieri, and R.B. Dunn Speaker verification using adapted Gaussian mixture models Digital Signal Process. 10 1 2000 19 41
    • (2000) Digital Signal Process. , vol.10 , Issue.1 , pp. 19-41
    • Reynolds, D.A.1    Quatieri, T.F.2    Dunn, R.B.3
  • 30
    • 0029184722 scopus 로고
    • Minimum bias multiple taper spectral estimation
    • K.S. Riedel, and A. Sidorenko Minimum bias multiple taper spectral estimation IEEE Trans. Signal Process. 43 1 1995 188 195
    • (1995) IEEE Trans. Signal Process. , vol.43 , Issue.1 , pp. 188-195
    • Riedel, K.S.1    Sidorenko, A.2
  • 33
    • 84865783736 scopus 로고    scopus 로고
    • Mixture of PLDA models in I-vector space for gender independent speaker recognition
    • Florence, Italy
    • Senoussaoui, M.; Kenny, P.; Brummer, N.; de Villiers, E.; Dumouchel, P.; 2011. Mixture of PLDA models in I-vector space for gender independent speaker recognition. In: Proc. Interspeech, Florence, Italy, pp. 25-28.
    • (2011) Proc. Interspeech , pp. 25-28
    • Senoussaoui, M.1    Kenny, P.2    Brummer, N.3    De Villiers, E.4    Dumouchel, P.5
  • 34
    • 84939751170 scopus 로고
    • Prolate spheroidal wave functions, Fourier analysis and uncertainty - I
    • D. Slepian, and H.O. Pollak Prolate spheroidal wave functions, Fourier analysis and uncertainty - I Bell System Tech. J. 40 1960 43 63
    • (1960) Bell System Tech. J. , vol.40 , pp. 43-63
    • Slepian, D.1    Pollak, H.O.2
  • 35
    • 0020189541 scopus 로고
    • Spectrum estimation and harmonic analysis
    • D.J. Thomson Spectrum estimation and harmonic analysis Proc. IEEE 70 9 1982 1055 1096
    • (1982) Proc. IEEE , vol.70 , Issue.9 , pp. 1055-1096
    • Thomson, D.J.1
  • 36
    • 0000954462 scopus 로고
    • Quadratic-inverse spectrum estimates: Applications to paleoclimatology
    • D.J. Thomson Quadratic-inverse spectrum estimates: Applications to paleoclimatology Phys. Trans. Roy. Soc. Lond. A 332 1990 539 597
    • (1990) Phys. Trans. Roy. Soc. Lond. A , vol.332 , pp. 539-597
    • Thomson, D.J.1
  • 37
    • 0028378535 scopus 로고
    • The variance of multitaper spectrum estimates for real Gaussian processes
    • A.T. Walden, E.J. McCoy, and D.B. Percival The variance of multitaper spectrum estimates for real Gaussian processes IEEE Trans. Signal Process. 2 1994 479 482
    • (1994) IEEE Trans. Signal Process. , vol.2 , pp. 479-482
    • Walden, A.T.1    McCoy, E.J.2    Percival, D.B.3
  • 38
    • 30144440852 scopus 로고    scopus 로고
    • Localized spectral analysis on the sphere
    • M.A. Wieczorek, and F.J. Simons Localized spectral analysis on the sphere Geophys. J. Internat. 162 2005 655 675
    • (2005) Geophys. J. Internat. , vol.162 , pp. 655-675
    • Wieczorek, M.A.1    Simons, F.J.2
  • 39
    • 35548934617 scopus 로고    scopus 로고
    • Minimum-variance multi-taper spectral estimation on the sphere
    • M.A. Wieczorek, and F.J. Simons Minimum-variance multi-taper spectral estimation on the sphere J. Fourier Anal. Appl. 13 6 2007 665 692
    • (2007) J. Fourier Anal. Appl. , vol.13 , Issue.6 , pp. 665-692
    • Wieczorek, M.A.1    Simons, F.J.2
  • 41
    • 0003822743 scopus 로고    scopus 로고
    • 3.4 ed. Entropic Cambridge Research Laboratory Ltd
    • S.J. Young HTK Book 3.4 ed. 2006 Entropic Cambridge Research Laboratory Ltd
    • (2006) HTK Book
    • Young, S.J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.