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Volumn 17, Issue 6, 2009, Pages 1109-1123

Noise reduction algorithms in a generalized transform domain

Author keywords

Cosine transform; Fourier transform; Hadamard transform; Karhunen x2013; Lo x00C8; ve expansion (KLE); Noise reduction; Speech enhancement; Tradeoff filter; Wiener filter

Indexed keywords

COSINE TRANSFORMS; FOURIER TRANSFORMS; HADAMARD TRANSFORMS; METAL DRAWING; NOISE ABATEMENT; SPEECH COMMUNICATION;

EID: 68149181669     PISSN: 15587916     EISSN: None     Source Type: Journal    
DOI: 10.1109/TASL.2009.2020415     Document Type: Article
Times cited : (15)

References (50)
  • 1
    • 0009590598 scopus 로고    scopus 로고
    • M. Brandstein and D. Ward, Eds, Berlin, Germany: Springer
    • Microphone Arrays, M. Brandstein and D. Ward, Eds.. Berlin, Germany: Springer, 2001.
    • (2001) Microphone Arrays
  • 2
    • 33745197549 scopus 로고    scopus 로고
    • Filtering techniques for noise reduction and speech enhancement
    • J. Benesty and Y. Huang, Eds. Berlin, Germany: Springer
    • J. Chen, Y. Huang, and J. Benesty, "Filtering techniques for noise reduction and speech enhancement," in Adaptive Signal Processing: Applications to Real-World Problems, J. Benesty and Y. Huang, Eds. Berlin, Germany: Springer, 2003, pp. 129-154.
    • (2003) Adaptive Signal Processing: Applications to Real-World Problems , pp. 129-154
    • Chen, J.1    Huang, Y.2    Benesty, J.3
  • 5
    • 33745146930 scopus 로고    scopus 로고
    • J. Benesty, S. Makino, and J. Chen, Eds. Berlin, Germany: Springer-Verlag
    • Speech Enhancement, J. Benesty, S. Makino, and J. Chen, Eds. Berlin, Germany: Springer-Verlag, 2005.
    • (2005) Speech Enhancement
  • 8
    • 29144493855 scopus 로고    scopus 로고
    • Study of the Wiener filter for noise reduction
    • J. Benesty, S. Makino, and J. Chen, Eds. Berlin, Germany: Springer-Verlag
    • J. Benesty, J. Chen, Y. Huang, and S. Doclo, "Study of the Wiener filter for noise reduction," in Speech Enhancement, J. Benesty, S. Makino, and J. Chen, Eds. Berlin, Germany: Springer-Verlag, 2005, pp. 9-41.
    • (2005) Speech Enhancement , pp. 9-41
    • Benesty, J.1    Chen, J.2    Huang, Y.3    Doclo, S.4
  • 9
    • 0029345417 scopus 로고
    • A signal subspace approach for speech enhancement
    • Jul
    • Y. Ephraim and H. L. Van Trees, "A signal subspace approach for speech enhancement," IEEE Trans. Speech Audio Process., vol. 3, no. 4, pp. 251-266, Jul. 1995.
    • (1995) IEEE Trans. Speech Audio Process , vol.3 , Issue.4 , pp. 251-266
    • Ephraim, Y.1    Van Trees, H.L.2
  • 10
    • 0026105532 scopus 로고
    • Speech enhancement from noise: A regenerative approach
    • Feb
    • M. Dendrinos, S. Bakamidis, and G. Garayannis, "Speech enhancement from noise: A regenerative approach," Speech Commun., vol. 10, pp. 45-57, Feb. 1991.
    • (1991) Speech Commun , vol.10 , pp. 45-57
    • Dendrinos, M.1    Bakamidis, S.2    Garayannis, G.3
  • 11
    • 0037380503 scopus 로고    scopus 로고
    • Extension of the signal subspace speech enhancement approach to colored noise
    • Apr
    • H. Lev-Ari and Y. Ephraim, "Extension of the signal subspace speech enhancement approach to colored noise," IEEE Signal Process. Lett., vol. 10, no. 4, pp. 104-106, Apr. 2003.
    • (2003) IEEE Signal Process. Lett , vol.10 , Issue.4 , pp. 104-106
    • Lev-Ari, H.1    Ephraim, Y.2
  • 12
    • 0035250382 scopus 로고    scopus 로고
    • An adaptive KLT approach for speech enhancement
    • Feb
    • A. Rezayee and S. Gazor, "An adaptive KLT approach for speech enhancement," IEEE Trans. Speech Audio Process, vol. 9, no. 2, pp. 87-95, Feb. 2001.
    • (2001) IEEE Trans. Speech Audio Process , vol.9 , Issue.2 , pp. 87-95
    • Rezayee, A.1    Gazor, S.2
  • 13
    • 0033892199 scopus 로고    scopus 로고
    • Signal/noise KLT based approach for enhancing speech degraded by colored noise
    • Mar
    • U. Mittal and N. Phamdo, "Signal/noise KLT based approach for enhancing speech degraded by colored noise," IEEE Trans. Speech Audio Process., vol. 8, no. 2, pp. 159-167, Mar. 2000.
    • (2000) IEEE Trans. Speech Audio Process , vol.8 , Issue.2 , pp. 159-167
    • Mittal, U.1    Phamdo, N.2
  • 14
    • 0041591273 scopus 로고    scopus 로고
    • A generalized subspace approach for enhancing speech corrupted by colored noise
    • Jul
    • Y. Hu and P. C. Loizou, "A generalized subspace approach for enhancing speech corrupted by colored noise," IEEE Trans. Speech Audio Process., vol. 11, no. 4, pp. 334-341, Jul. 2003.
    • (2003) IEEE Trans. Speech Audio Process , vol.11 , Issue.4 , pp. 334-341
    • Hu, Y.1    Loizou, P.C.2
  • 17
    • 0036725739 scopus 로고    scopus 로고
    • GSVD-based optimal filtering for single and multimicrophone speech enhancement
    • Sep
    • S. Doclo and M. Moonen, "GSVD-based optimal filtering for single and multimicrophone speech enhancement," IEEE Trans. Signal Process., vol. 50, no. 9, pp. 2230-2244, Sep. 2002.
    • (2002) IEEE Trans. Signal Process , vol.50 , Issue.9 , pp. 2230-2244
    • Doclo, S.1    Moonen, M.2
  • 18
    • 34047152745 scopus 로고    scopus 로고
    • On the optimal linear filtering techniques for noise reduction
    • J. Chen, J. Benesty, and Y. Huang, "On the optimal linear filtering techniques for noise reduction," Speech Commun., vol. 49, pp. 305-316, 2007.
    • (2007) Speech Commun , vol.49 , pp. 305-316
    • Chen, J.1    Benesty, J.2    Huang, Y.3
  • 20
    • 0003807773 scopus 로고    scopus 로고
    • 4th ed. Upper Saddle River, NJ: Prentice-Hall
    • S. Haykin, Adaptive Filter Theory, 4th ed. Upper Saddle River, NJ: Prentice-Hall, 2002.
    • (2002) Adaptive Filter Theory
    • Haykin, S.1
  • 21
    • 0031257127 scopus 로고    scopus 로고
    • Energy-constrained signal subspace method for speech enhancement and recognition
    • Oct
    • J. Huang and Y. Zhao, "Energy-constrained signal subspace method for speech enhancement and recognition," IEEE Signal Process. Lett., vol. 4, no. 10, pp. 283-285, Oct. 1997.
    • (1997) IEEE Signal Process. Lett , vol.4 , Issue.10 , pp. 283-285
    • Huang, J.1    Zhao, Y.2
  • 22
    • 65249093898 scopus 로고    scopus 로고
    • Signal subspace techniques for speech enhancement
    • J. Benesty, S. Makino, and J. Chen, Eds. Berlin, Germany: Springer-Verlag
    • F. Jabloun and B. Champagne, "Signal subspace techniques for speech enhancement," in Speech Enhancement, J. Benesty, S. Makino, and J. Chen, Eds. Berlin, Germany: Springer-Verlag, 2005, pp. 135-159.
    • (2005) Speech Enhancement , pp. 135-159
    • Jabloun, F.1    Champagne, B.2
  • 23
    • 29144458952 scopus 로고    scopus 로고
    • A generalized MVDR spectrum
    • Dec
    • J. Benesty, J. Chen, and Y. Huang, "A generalized MVDR spectrum," IEEE Signal Process. Lett., vol. 12, no. 12, pp. 827-830, Dec. 2005.
    • (2005) IEEE Signal Process. Lett , vol.12 , Issue.12 , pp. 827-830
    • Benesty, J.1    Chen, J.2    Huang, Y.3
  • 24
    • 34547543083 scopus 로고    scopus 로고
    • I. Santamaría and J. Vía, Estimation of the magnitude squared coherence spectrum based on reduced-rank canonical coordinates, in Proc. IEEE ICASSP, 2007, pp. III-985-III-988.
    • I. Santamaría and J. Vía, "Estimation of the magnitude squared coherence spectrum based on reduced-rank canonical coordinates," in Proc. IEEE ICASSP, 2007, pp. III-985-III-988.
  • 25
    • 0032023788 scopus 로고    scopus 로고
    • Wiener filters in canonical coordinates for transform coding, filtering, and quantizing
    • Mar
    • L. L. Scharf and J. T. Thomas, "Wiener filters in canonical coordinates for transform coding, filtering, and quantizing," IEEE Trans. Signal Process., vol. 46, pp. 647-654, Mar. 1998.
    • (1998) IEEE Trans. Signal Process , vol.46 , pp. 647-654
    • Scharf, L.L.1    Thomas, J.T.2
  • 26
    • 47749112014 scopus 로고    scopus 로고
    • On the relationship of non-parametric methods for coherence function estimation
    • Nov
    • C. Zheng, M. Zhou, and X. Li, "On the relationship of non-parametric methods for coherence function estimation," Elsevier Signal Process., vol. 11, pp. 2863-2867, Nov. 2008.
    • (2008) Elsevier Signal Process , vol.11 , pp. 2863-2867
    • Zheng, C.1    Zhou, M.2    Li, X.3
  • 28
    • 29144433360 scopus 로고    scopus 로고
    • On the output SNR of the speech-distortion weighted multichannel Wiener filter
    • Dec
    • S. Doclo and M. Moonen, "On the output SNR of the speech-distortion weighted multichannel Wiener filter," IEEE Signal Process. Lett., vol. 12, no. 12, pp. 809-811, Dec. 2005.
    • (2005) IEEE Signal Process. Lett , vol.12 , Issue.12 , pp. 809-811
    • Doclo, S.1    Moonen, M.2
  • 29
    • 62649168462 scopus 로고    scopus 로고
    • On the importance of the Pearson correlation coefficient in noise reduction
    • May
    • J. Benesty, J. Chen, and Y. Huang, "On the importance of the Pearson correlation coefficient in noise reduction," IEEE Trans. Audio, Speech, Lang. Process., vol. 16, no. 4, pp. 575-765, May 2008.
    • (2008) IEEE Trans. Audio, Speech, Lang. Process , vol.16 , Issue.4 , pp. 575-765
    • Benesty, J.1    Chen, J.2    Huang, Y.3
  • 30
    • 34047153153 scopus 로고    scopus 로고
    • Subband noise reduction methods for speech enhancement
    • E. J. Diethorn, Y. Huang and J. Benesty, Eds, Boston, MA: Kluwer
    • E. J. Diethorn, , Y. Huang and J. Benesty, Eds., "Subband noise reduction methods for speech enhancement," in Audio Signal Processing for Next-Generation Multimedia Communication Systems. Boston, MA: Kluwer, 2004, pp. 91-115.
    • (2004) Audio Signal Processing for Next-Generation Multimedia Communication Systems , pp. 91-115
  • 31
    • 0028426335 scopus 로고
    • Noise reduction by noise-adaptive spectral magnitude expansion
    • May
    • W. Etter and G. S. Moschytz, "Noise reduction by noise-adaptive spectral magnitude expansion," J. Audio Eng. Soc., vol. 42, pp. 341-349, May 1994.
    • (1994) J. Audio Eng. Soc , vol.42 , pp. 341-349
    • Etter, W.1    Moschytz, G.S.2
  • 32
    • 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
  • 33
    • 0019009880 scopus 로고
    • Speech enhancement using a soft-decision noise suppression filter
    • Apr
    • R. J. McAulay and M. L. Malpass, "Speech enhancement using a soft-decision 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
  • 34
    • 0019621346 scopus 로고
    • Improving the quality of a noisy speech signal
    • Oct
    • M. M. Sondhi, C. E. Schmidt, and L. R. Rabiner, "Improving the quality of a noisy speech signal," Bell Syst. Tech. J., vol. 60, pp. 1847-1859, Oct. 1981.
    • (1981) Bell Syst. Tech. J , vol.60 , pp. 1847-1859
    • Sondhi, M.M.1    Schmidt, C.E.2    Rabiner, L.R.3
  • 35
    • 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
  • 36
    • 34047265084 scopus 로고
    • Apparatus for suppressing noise and distortion in communication signals,
    • U.S. patent 3,180,936, Dec. 1, issued Apr. 27, 1965
    • M. R. Schroeder, "Apparatus for suppressing noise and distortion in communication signals," U.S. patent 3,180,936, Dec. 1, 1960, issued Apr. 27, 1965.
    • (1960)
    • Schroeder, M.R.1
  • 37
    • 34047259433 scopus 로고
    • Processing of communication signals to reduce effects of noise,
    • U.S. patent 3,403,224, May 28, issued Sep. 24, 1968
    • M. R. Schroeder, "Processing of communication signals to reduce effects of noise," U.S. patent 3,403,224, May 28, 1965, issued Sep. 24, 1968.
    • (1965)
    • Schroeder, M.R.1
  • 39
    • 0018320733 scopus 로고
    • Enhancement of speech corrupted by acoustic noise
    • M. Berouti,R. Schwartz, and J. Makhoul, "Enhancement of speech corrupted by acoustic noise," in Proc. IEEE ICASSP, 1979, pp. 208-211.
    • (1979) Proc. IEEE ICASSP , pp. 208-211
    • Berouti, M.1    Schwartz, R.2    Makhoul, J.3
  • 40
    • 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
  • 41
    • 0026401066 scopus 로고
    • Speech enhancement employing adaptive boundary detection and morphological based spectral constraints
    • J. H. L. Hansen, "Speech enhancement employing adaptive boundary detection and morphological based spectral constraints," in Proc. IEEE ICASSP, 1991, pp. 901-904.
    • (1991) Proc. IEEE ICASSP , pp. 901-904
    • Hansen, J.H.L.1
  • 42
    • 0032123832 scopus 로고    scopus 로고
    • A parametric formulation of the generalized spectral subtraction method
    • Jul
    • B. L. Sim, Y. C. Tong, J. S. Chang, and C. T. Tan, "A parametric formulation of the generalized spectral subtraction method," IEEE Trans. Speech Audio Process., vol. 6, no. 4, pp. 328-337, Jul. 1998.
    • (1998) IEEE Trans. Speech Audio Process , vol.6 , Issue.4 , pp. 328-337
    • Sim, B.L.1    Tong, Y.C.2    Chang, J.S.3    Tan, C.T.4
  • 43
    • 0036630664 scopus 로고    scopus 로고
    • A subspace approach for enhancing speech corrupted by colored noise
    • Jul
    • Y. Hu and P. C. Loizou, "A subspace approach for enhancing speech corrupted by colored noise," IEEE Signal Process. Lett., vol. 9, no. 7, pp. 204-206, Jul. 2002.
    • (2002) IEEE Signal Process. Lett , vol.9 , Issue.7 , pp. 204-206
    • Hu, Y.1    Loizou, P.C.2
  • 44
    • 33846186879 scopus 로고    scopus 로고
    • A review of signal subspace speech enhancement and its application to noise robust speech recognition
    • K. Hermus, P. Wambacq, and H. Van Hamme, "A review of signal subspace speech enhancement and its application to noise robust speech recognition," EURASIP J. Appl. Signal Process., vol. 2007, pp. 195-195, 2007.
    • (2007) EURASIP J. Appl. Signal Process , vol.2007 , pp. 195-195
    • Hermus, K.1    Wambacq, P.2    Van Hamme, H.3
  • 45
    • 65249159268 scopus 로고    scopus 로고
    • Analysis and comparison of multichannel noise reduction methods in a common framework
    • Jul
    • Y. Huang, J. Benesty, and J. Chen, "Analysis and comparison of multichannel noise reduction methods in a common framework," IEEE Trans. Audio, Speech. Lang. Process., vol. 16, no. 5, pp. 957-968, Jul. 2008.
    • (2008) IEEE Trans. Audio, Speech. Lang. Process , vol.16 , Issue.5 , pp. 957-968
    • Huang, Y.1    Benesty, J.2    Chen, J.3
  • 46
    • 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
  • 47
    • 0028996871 scopus 로고
    • Noise estimation techniques for robust speech recognition
    • H. G. Hirsch and C. Ehrlicher, "Noise estimation techniques for robust speech recognition," in Proc. IEEE ICASSP, 1995, vol. 1, pp. 153-156.
    • (1995) Proc. IEEE ICASSP , vol.1 , pp. 153-156
    • Hirsch, H.G.1    Ehrlicher, C.2
  • 48
    • 0033693215 scopus 로고    scopus 로고
    • Quantile based noise estimation for spectral subtraction and Wiener filtering
    • V. Stahl, A. Fischer, and R. Bippus, "Quantile based noise estimation for spectral subtraction and Wiener filtering," in Proc. IEEE ICASSP, 2000, vol. 3, pp. 1875-1878.
    • (2000) Proc. IEEE ICASSP , vol.3 , pp. 1875-1878
    • Stahl, V.1    Fischer, A.2    Bippus, R.3
  • 49
    • 85009110151 scopus 로고    scopus 로고
    • Noise estimation without explicit speech, non-speech detection: A comparison of mean, modal and median based approaches
    • N. W. D. Evans and J. S. Mason, "Noise estimation without explicit speech, non-speech detection: A comparison of mean, modal and median based approaches," in Proc. Eurospeech, 2001, vol. 2, pp. 893-896.
    • (2001) Proc. Eurospeech , vol.2 , pp. 893-896
    • Evans, N.W.D.1    Mason, J.S.2


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