메뉴 건너뛰기




Volumn 15, Issue 6, 2007, Pages 1741-1752

Minimum mean-square error estimation of discrete fourier coefficients with generalized gamma priors

Author keywords

Discrete Fourier transform (DFT) based speech enhancement; Generalized gamma speech priors; Minimum mean square error (MMSE) estimation

Indexed keywords

ADDITIVE GAUSSIAN NOISE; EXTENSIVE SIMULATIONS; FOURIER COEFFICIENTS; GAUSSIAN; GENERALIZED GAMMA DISTRIBUTIONS; GENERALIZED GAMMA SPEECH PRIORS; INPUT SIGNALS; LAPLACIAN; MINIMUM MEAN-SQUARE ERROR (MMSE) ESTIMATION; MINIMUM MEAN-SQUARE ERROR ESTIMATORS; NOISY SIGNALS; PERCEPTUAL EVALUATION OF SPEECH QUALITIES; RAYLEIGH; SINGLE CHANNELS; SPEECH QUALITIES; SPEECH SIGNALS; SUPER-GAUSSIAN;

EID: 51449104842     PISSN: 15587916     EISSN: None     Source Type: Journal    
DOI: 10.1109/TASL.2007.899233     Document Type: Article
Times cited : (257)

References (32)
  • 3
    • 0018455310 scopus 로고
    • Suppression of acoustic noise in speech using spectral subtraction
    • Apr
    • S. F. Boll, "Suppression of acoustic noise in speech using spectral subtraction," IEEE Trans. Acoust., Speech, Signal Process., vol. ASSP-27, no. 2, pp. 113-120, Apr. 1979.
    • (1979) IEEE Trans. Acoust., Speech, Signal Process , vol.ASSP-27 , Issue.2 , pp. 113-120
    • Boll, S.F.1
  • 4
    • 0021645331 scopus 로고
    • Speech enhancement using a minimum mean-square error short-time spectral amplitude estimator
    • Dec
    • Y. Ephraim and D. Malah, "Speech enhancement using a minimum mean-square error short-time spectral amplitude estimator," IEEE Trans. Acoust., Speech, Signal Process., vol. ASSP-32, no. 6, pp. 1109-1121, Dec. 1984.
    • (1984) IEEE Trans. Acoust., Speech, Signal Process , vol.ASSP-32 , Issue.6 , pp. 1109-1121
    • Ephraim, Y.1    Malah, D.2
  • 5
    • 0021892216 scopus 로고
    • Speech enhancement using a minimum mean-square error log-spectral amplitude estimator
    • Apr
    • Y. Ephraim and D. Malah, "Speech enhancement using a minimum mean-square error log-spectral amplitude estimator," IEEE Trans. Acoust., Speech, Signal Process., vol. ASSP-33, no. 2, pp. 443-445, Apr. 1985.
    • (1985) IEEE Trans. Acoust., Speech, Signal Process , vol.ASSP-33 , Issue.2 , pp. 443-445
    • Ephraim, Y.1    Malah, D.2
  • 6
    • 0033097443 scopus 로고    scopus 로고
    • Single channel speech enhancement based on masking properties of the human auditory system
    • Mar
    • N. Virag, "Single channel speech enhancement based on masking properties of the human auditory system," IEEE Trans. Speech Audio Process., vol. 7, no. 2, pp. 126-137, Mar. 1999.
    • (1999) IEEE Trans. Speech Audio Process , vol.7 , Issue.2 , pp. 126-137
    • Virag, N.1
  • 7
    • 22944438092 scopus 로고    scopus 로고
    • Speech enhancement by MAP spectral amplitude estimation using a super-Gaussian speech model
    • T. Lotter and P. Vary, "Speech enhancement by MAP spectral amplitude estimation using a super-Gaussian speech model," EURASIP J. Appl. Signal Process., vol. 7, pp. 1110-1126, 2005.
    • (2005) EURASIP J. Appl. Signal Process , vol.7 , pp. 1110-1126
    • Lotter, T.1    Vary, P.2
  • 8
    • 27644556974 scopus 로고    scopus 로고
    • Speech enhancement based on minimum mean-square error estimation and supergaussian priors
    • Sep
    • R. Martin, "Speech enhancement based on minimum mean-square error estimation and supergaussian priors," IEEE Trans. Speech Audio Process., vol. 13, no. 5, pp. 845-856, Sep. 2005.
    • (2005) IEEE Trans. Speech Audio Process , vol.13 , Issue.5 , pp. 845-856
    • Martin, R.1
  • 9
    • 27644515429 scopus 로고    scopus 로고
    • Speech enhancement based on perceptually motivated bayesian estimators of the magnitude spectrum
    • Sep
    • P. C. Loizou, "Speech enhancement based on perceptually motivated bayesian estimators of the magnitude spectrum," IEEE Trans. Speech Audio Process., vol. 13, no. 5, pp. 857-869, Sep. 2005.
    • (2005) IEEE Trans. Speech Audio Process , vol.13 , Issue.5 , pp. 857-869
    • Loizou, P.C.1
  • 10
    • 3543026876 scopus 로고    scopus 로고
    • Bayesian variable selection and regularization for time-frequency surface estimation
    • P. J. Wolfe, S. J. Godsill, and W.-J. Ng, "Bayesian variable selection and regularization for time-frequency surface estimation," J. R. Statist. Soc. B, vol. 66, pp. 575-589, 2004.
    • (2004) J. R. Statist. Soc. B , vol.66 , pp. 575-589
    • Wolfe, P.J.1    Godsill, S.J.2    Ng, W.-J.3
  • 11
    • 0141957802 scopus 로고    scopus 로고
    • Efficient alternatives to the Ephraim and Malah suppression rule for audio signal enhancement
    • P. J.Wolfe and S. J. Godsill, "Efficient alternatives to the Ephraim and Malah suppression rule for audio signal enhancement," EURASIP J. Appl. Signal Process., no. 10, pp. 1043-1051, 2003.
    • (2003) EURASIP J. Appl. Signal Process , Issue.10 , pp. 1043-1051
    • Wolfe, P.J.1    Godsill, S.J.2
  • 12
    • 33947683765 scopus 로고    scopus 로고
    • MMSE speech spectral amplitude estimators with chi and gamma speech priors
    • May
    • I. Andrianakis and P. R. White, "MMSE speech spectral amplitude estimators with chi and gamma speech priors," in Proc. IEEE Int. Conf. Acoust., Speech, Signal Process., May 2006, vol. III, pp. 1068-1071.
    • (2006) Proc. IEEE Int. Conf. Acoust., Speech, Signal Process , vol.3 , pp. 1068-1071
    • Andrianakis, I.1    White, P.R.2
  • 13
    • 33646791902 scopus 로고    scopus 로고
    • Generalized Gamma modeling of speech and its online estimation for speech enhancement
    • T. H. Dat, K. Takeda, and F. Itakura, "Generalized Gamma modeling of speech and its online estimation for speech enhancement," in Proc. IEEE Int. Conf. Acoust., Speech, Signal Process., 2005, vol. IV, pp. 181-184.
    • (2005) Proc. IEEE Int. Conf. Acoust., Speech, Signal Process , vol.4 , pp. 181-184
    • Dat, T.H.1    Takeda, K.2    Itakura, F.3
  • 14
    • 0003574794 scopus 로고
    • Extrapolation, Interpolation and Smoothing of Stationary Time Series: With Engineering Applications
    • Cambridge, MA: MIT Press
    • N. Wiener, Extrapolation, Interpolation and Smoothing of Stationary Time Series: With Engineering Applications, ser. Principles of Electrical Engineering Series. Cambridge, MA: MIT Press, 1949.
    • (1949) ser. Principles of Electrical Engineering Series
    • Wiener, N.1
  • 15
    • 27644563039 scopus 로고    scopus 로고
    • Speech spectral modeling and enhancement based on autoregressive conditional heteroscedasticity models
    • Sep
    • I. Cohen, "Speech spectral modeling and enhancement based on autoregressive conditional heteroscedasticity models," IEEE Trans. Speech Audio Process., vol. 13, no. 5, pp. 870-881, Sep. 2005.
    • (2005) IEEE Trans. Speech Audio Process , vol.13 , Issue.5 , pp. 870-881
    • Cohen, I.1
  • 17
    • 0021158675 scopus 로고    scopus 로고
    • J. E. Porter and S. F. Boll, Optimal estimators for spectral restoration of noisy speech, in Proc. IEEE Int. Conf. Acoust., Speech, Signal Process., 1984, pp. 18A.2.1-18A.2.4.
    • J. E. Porter and S. F. Boll, "Optimal estimators for spectral restoration of noisy speech," in Proc. IEEE Int. Conf. Acoust., Speech, Signal Process., 1984, pp. 18A.2.1-18A.2.4.
  • 19
    • 0019009880 scopus 로고
    • Speech enhancement using a softdecision noise suppression filter
    • Apr
    • R. J. McAulay and M. L. Malpass, "Speech enhancement using a softdecision noise suppression filter," IEEE Trans. Acoust., Speech, Signal Process., vol. ASSP-28, no. 2, pp. 137-145, Apr. 1980.
    • (1980) IEEE Trans. Acoust., Speech, Signal Process , vol.ASSP-28 , Issue.2 , pp. 137-145
    • McAulay, R.J.1    Malpass, M.L.2
  • 21
    • 33746408006 scopus 로고    scopus 로고
    • Handbook of Mathematical Functions with Formulas, Graphs, and Mathematical Tables
    • 10th gpo printing ed
    • M. Abramowitz and I. A. Stegun, Handbook of Mathematical Functions with Formulas, Graphs, and Mathematical Tables. New York: Dover, 1964, 9th dover printing, 10th gpo printing ed.
    • New York: Dover, 1964, 9th dover printing
    • Abramowitz, M.1    Stegun, I.A.2
  • 26
    • 0035396555 scopus 로고    scopus 로고
    • Noise power spectral density estimation based on optimal smoothing and minimum statistics
    • Jul
    • R. Martin, "Noise power spectral density estimation based on optimal smoothing and minimum statistics," IEEE Trans. Speech Audio Process., vol. 9, no. 5, pp. 504-512, Jul. 2001.
    • (2001) IEEE Trans. Speech Audio Process , vol.9 , Issue.5 , pp. 504-512
    • Martin, R.1
  • 28
    • 64549142961 scopus 로고    scopus 로고
    • J. G. Beerends, PESQ for assessing speech intelligibility, Oct. 2004, Extending p.862, White Contribution COM 12-C2 to ITU-T Study Group 12.
    • J. G. Beerends, "PESQ for assessing speech intelligibility," Oct. 2004, Extending p.862, White Contribution COM 12-C2 to ITU-T Study Group 12.
  • 29
    • 0018642851 scopus 로고
    • Enhancement and bandwidth compression of noisy speech
    • Dec
    • J. S. Lim and A. V. Oppenheim, "Enhancement and bandwidth compression of noisy speech," Proc. IEEE, vol. 67, no. 12, pp. 1586-1604, Dec. 1979.
    • (1979) Proc. IEEE , vol.67 , Issue.12 , pp. 1586-1604
    • Lim, J.S.1    Oppenheim, A.V.2
  • 30
    • 33745146930 scopus 로고    scopus 로고
    • J. Benesty, S.Makino, and J. Chen, Eds, New York: Springer
    • J. Benesty, S.Makino, and J. Chen, Eds., Speech Enhancement. New York: Springer, 2005.
    • (2005) Speech Enhancement
  • 32
    • 34447099536 scopus 로고    scopus 로고
    • A data-driven approach to optimizing spectral speech enhancement methods for various error criteria, Speech Commun., Special Issue on Speech Enhancement
    • to appear in
    • J. S. Erkelens, J. Jensen, and R. Heusdens, "A data-driven approach to optimizing spectral speech enhancement methods for various error criteria," Speech Commun., Special Issue on Speech Enhancement, to appear in 2007.
    • (2007)
    • Erkelens, J.S.1    Jensen, J.2    Heusdens, R.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.