An improved wavelet-based speech enhancement by using speech signal features

Computers and Electrical Engineering

Volumn 32, Issue 6, 2006, Pages 411-425

  Ayat, Saeed ^a   Manzuri Shalmani, M T ^a   Dianat, Roohollah ^a  

^a SHARIF UNIVERSITY OF TECHNOLOGY   (Iran)

Author keywords

Shrink function; Speech enhancement; Threshold selection; Thresholding algorithm; WaveShrink

Indexed keywords

ALGORITHMS; PARAMETER ESTIMATION; WAVELET TRANSFORMS;

SHRINK FUNCTION; SPEECH ENHANCEMENT; THRESHOLD SELECTION; THRESHOLDING ALGORITHM; WAVESHRINK;

SPEECH PROCESSING;

EID: 33750358184     PISSN: 00457906     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compeleceng.2006.05.002     Document Type: Article

References (28)

1. Ambikairajah E, Tattersall G, Davis A. Wavelet transform-based speech enhancement. In: Proc ICSLP, vol. 7, 1998.
2. Ayat S, Manzuri M, Dianat R, Kabudian J. An improved spectral subtraction speech enhancement system by using an adaptive spectral estimator. In: IEEE Canadian conference on electrical and computer engineering, Canada, May 2005. p. 261-4.
3. Ayat S, Manzuri M, Dianat R. Wavelet based speech enhancement using a new thresholding algorithm. In: Proc of the 2004 international symposium on intelligent multimedia, video & speech processing (ISIMP 2004), Hong Kong, October 2004. p. 238-41.
4. Boll S.F. Suppression of acoustic noise in speech using spectral subtraction. IEEE Trans Acoust Speech Signal Process ASSP-27 (1979) 113-120
5. Borran MJ, Nowak, RD. Wavelet-based denoising using hidden Markov models. In: ICASSP 2001, vol. 6. p. 3925-8.
6. Breiman L. Better subset regression using the nonnegative garrote. Technometrics 37 (1995) 373-384
7. Burrus C.S., Gopinath R.A., and Guo H. Introduction to wavelet and wavelet transforms: a primer (1998), Prentice-Hall
8. Chang S.G., Yu B., and Vetterli M. Adaptive wavelet thresholding for image denoising and compression. IEEE Trans Image Process 9 (2000) 1532-1546
9. Davis G.M. Noise reduction in speech applications (2002), CRC Press
10. Deller J.R., Hansen J.H.L., and Proakis J.G. Discrete-time processing of speech signals. 2nd ed. (2000), IEEE Press
11. Donoho D.L., and Johnstone I.M. Ideal spatial adaptation via wavelet shrinkage. Biometrika 81 3 (1995) 425-455
12. Donoho D.L. Denoising by soft thresholding. IEEE Trans Inform Theory 41 3 (1995) 613-627
13. Donoho D.L., and Johnstone I.M. Adapting to unknown smoothness via wavelet shrinkage. J Am Statist Assoc 90 (1995) 1200-1224
14. Donoho D.L., Johnstone I.M., Kerkyacharian G., and Picard D. Wavelet shrinkage: asymptopia?. J Roy Statist Soc Ser B 57 (1995) 310-369
15. Donoho D.L., and Johnstone I.M. Neo-classical minimax theorems, thresholding, and adaptive function estimation. Bernoulli 2 1 (1996) 39-62
16. Fu Q, Wan EA. Perceptual wavelet adaptive denoising of speech. In: EUROSPEECH 2003. p. 578-80.
17. Gao H.Y., and Bruce A.G. WaveShrink with firm shrinkage. Statistica Sinica 7 (1997) 855-874
18. Gao H.Y. Wavelet shrinkage denoising. J Comput Graphical Statistics 7 4 (1998) 469-488
19. Hu H., Kuo F., and Wang H. Supplementary schemes to spectral subtraction for speech enhancement. Speech Commun 36 (2002) 205-218
20. Huang X., Acero A., and Hon H. Spoken language processing (2001), Prentice-Hall
21. Jansen M. Noise reduction by wavelet thresholding (2001), Springer-Verlag, New York
22. Kim IJ, Yang SI, Kwon Y. Speech enhancement using adaptive wavelet shrinkage. In: Proc of the IEEE international symposium on industrial electronics, ISIE-2001, vol. 1, 2001. p. 501-4.
23. Mallat S. A wavelet tour of signal processing (1999), Academic Press
24. Seok JW, Bae KS. Speech enhancement with reduction of noise components in the wavelet domain. In: IEEE international conference on acoustics, speech, and signal processing, ICASSP-97, vol. 2, April 1997. p. 1323-6.
25. Sheikhzadeh H, Abutalebi HR. An improved wavelet-based speech enhancement system. In: EUROSPEECH 2001. p. 1855-8.
26. Vaidyanathan P.P. Multirate systems and filter banks (1992), Prentice-Hall
27. Vaseghi S.V. Advanced digital signal processing and noise reduction. 2nd ed. (2005), Wiley
28. Wu W.R., and Chen P.C. Subband Kalman filtering for speech enhancement. IEEE Trans Circ Syst 6 (1998) 1072-1083