Reduction of Broad-Band Noise in Speech by Truncated QSVD

IEEE Transactions on Speech and Audio Processing

Volumn 3, Issue 6, 1995, Pages 439-448

  Jensen, Søren Holdt ^a   Hansen, Per Christian ^b   Hansen, Steffen Duus ^b   Sørensen, John Aasted ^b  

^a UNIVERSITY OF LEUVEN   (Belgium)

^b TECHNICAL UNIVERSITY OF DENMARK   (Denmark)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; MATHEMATICAL MODELS; RECEPTION QUALITY; SIGNAL FILTERING AND PREDICTION; SPURIOUS SIGNAL NOISE;

BROADBAND NOISE REDUCTION; QUOTIENT SINGULAR VALUE DECOMPOSITION (QSVD); SIGNAL SUBSPACES;

SPEECH CODING;

EID: 0029409816     PISSN: 10636676     EISSN: None     Source Type: Journal    
DOI: 10.1109/89.482211     Document Type: Article

References (22)

1. S. F. Boll, “Suppression of acoustic noise in speech using spectral subtraction,” IEEE Trans. Acoust., Speech, Signal Processing, vol. 27, no. 2, pp. 113-120, Apr. 1979.
2. J. A. Cadzow, “Signal enhancement—A composite property mapping algorithm,” IEEE Trans. Acoust., Speech, Signal Processing, vol. 36, no. 1, pp 49-62, Jan. 1988.
3. N. Dal Degan and C. Prati, “Acoustic noise analysis and speech enhancement techniques for mobile radio applications,” Signal Processing, vol. 15, no. 1, pp. 43-56, July 1988.
4. M. Dendrinos, S. Bakamidis, and G. Carayannis, “Speech enhancement from noise: A regenerative approach,” Speech Commun., vol. 10, no. 2, pp. 45-57, Feb. 1991.
5. Y. Ephraim and H. L. Van Tress, “A signal subspace approach for speech enhancement,” in Proc. IEEE Int. Conf. Acoust., Speech, Signal Processing, Minneapolis, MN, pp. II-355-11-358, Apr. 1993.
6. B. De Moor, “The singular value decomposition and long and short spaces of noisy matrices,” IEEE Trans. Signal Processing, vol. 41, no. 9, pp. 2826-2838, Sept. 1993.
7. E. F. Deprettere, Ed., SVD and Signal Processing: Algorithms, Applications and Architectures. Amsterdam: Elsevier (North-Holland), 1988.
8. G. H. Golub and C. F. Van Loan, Matrix Computations. Baltimore, MD: John Hopkins University Press, 1989, 2nd ed.
9. P. C. Hansen, “Regularization, GSVD, and truncated GSVD,” BIT, vol. 29, no. 2, pp. 491-504, June 1989.
10. —, “Truncated SVD solutions to discrete ill-posed problems with ill-determined numerical rank,” SIAM J. Sci. Stat. Comput., vol. 11, no. 3, pp. 503-518, May 1990.
11. S. H. Jensen, “Algorithms for echo cancellation and noise reduction in digital hands-free mobile telephony,” Ph.D. thesis, Electron. Inst., Techn. Univ. of Denmark, Lyngby, Denmark, 1994.
12. J. C. Liberti, T. S. Rappaport, and J. G. Proakis, “Evaluation of several adaptive algorithms for canceling acoustic noise in mobile radio environments,” in Proc. IEEE Vehicular Technol. Conf., St. Louis, MO, May 1991, pp. 126-132.
13. J. S. Lim, “Evaluation of a correlation subtraction method for enhancing speech degraded by additive white noise,” IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-26, no. 5, pp. 471-472, Oct. 1984.
14. F. T. Luk and S. Qiao, “A new matrix decomposition for signal processing’ in Linear Algebra for Large Scale and Real-Time Applications, M. S. Moonen, G. H. Golub, and B. L. R. De Moor, Eds. Amsterdam: Kluwer, NATO ASI Series, Series E: Applied Sciences, 1993, vol. 232, pp 241-247.
15. R. J. McAulay and M. L. Malpass, “Speech enhancement using a soft-decision noise suppression filter,” IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-28, no. 2, pp. 137-145, Apr. 1980.
16. R. J. McAulay and T. F. Quatieri, “Speech analysis/synthesis based on a sinusoidal representation,” IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-34, no. 4, pp. 744-754, Aug. 1986.
17. D. W. Tufts, R. Kumaresan, and I. Kirsteins, “Data adaptive signal estimation by singular value decomposition of a data matrix.” Proc. IEEE, vol. 70, no. 6, pp. 684-685, June 1982.
18. R. Vaccaro, Ed., SVD and Signal Processing, II: Algorithms, Analysis, and Applications. Amsterdam: Elsevier, 1991.
19. S. Van Huffel, “Enhanced resolution based on minimum variance estimation and exponential data modeling,” Signal Processing, vol. 33, no. 3, pp. 333-355, Sept. 1993.
20. C. F. Van Loan, “Computing the CS and generalized singular value decomposition,” Numer. Math., vol. 46, pp. 479-491, 1985.
21. B. Widrow et al., “Adaptive noise canceling: principles and applications,” Proc. IEEE, vol. 63, no. 12, pp. 1692-1716, Dec. 1975.
22. J. Yang, “Frequency domain noise suppression approaches in mobile telephone systems,” in Proc. IEEE Int. Conf. Acoust., Speech, Signal Processing, Minneapolis, MN, Apr. 1993, pp. II-363-II-366.