Low-Delay Nonuniform Pseudo-QMF Banks With Application to Speech Enhancement

This paper presents a method for designing low-delay nonuniform pseudo quadrature mirror filter (QMF) banks. This method is motivated by the work of Li, Nguyen, and Tantaratana, in which the nonuniform filter bank is realized by combining an appropriate number of adjacent sub-bands of a uniform pseudo-QMF bank. In prior work, the prototype filter of the uniform pseudo-QMF bank was constrained to have linear phase and the overall delay associated with the filter bank was often unacceptably large for filter banks with a large number of sub-bands. This paper proposes a pseudo-QMF filter bank design technique that significantly reduces the delay by relaxing the linear phase constraints. An example in which an oversampled critical-band nonuniform filter bank is designed and applied to a two-state modeling speech enhancement system is presented in this paper. Comparison of the performance of this system to competing methods employing tree-structured, linear phase multiresolution analysis indicates that the approach described in this paper strikes a good balance between system performance and low delay

[1]  Israel Cohen,et al.  Enhancement of speech using bark-scaled wavelet packet decomposition , 2001, INTERSPEECH.

[2]  Ye Li,et al.  Speech Enhancement for Non-Stationary Noise Environments , 2009, 2009 International Conference on Information Engineering and Computer Science.

[3]  Andrzej Drygajlo,et al.  Perceptual speech coding and enhancement using frame-synchronized fast wavelet packet transform algorithms , 1999, IEEE Trans. Signal Process..

[4]  I. Johnstone,et al.  Ideal spatial adaptation by wavelet shrinkage , 1994 .

[5]  Jörg Kliewer,et al.  Oversampled cosine-modulated filter banks with arbitrary system delay , 1998, IEEE Trans. Signal Process..

[6]  Hsiao-Chuan Wang,et al.  Enhancement of single channel speech based on masking property and wavelet transform , 2003, Speech Commun..

[7]  Zoran Cvetkovic,et al.  Nonuniform oversampled filter banks for audio signal processing , 2003, IEEE Trans. Speech Audio Process..

[8]  Gerald Schuller,et al.  Modulated filter banks with arbitrary system delay: efficient implementations and the time-varying case , 2000, IEEE Trans. Signal Process..

[9]  Truong Q. Nguyen,et al.  A simple design method for near-perfect-reconstruction nonuniform filter banks , 1997, IEEE Trans. Signal Process..

[10]  Anil K. Bajaj,et al.  A nonlinear fractional derivative model for large uni-axial deformation behavior of polyurethane foam , 2006, Signal Process..

[11]  Truong Q. Nguyen,et al.  A general formulation of modulated filter banks , 1999, IEEE Trans. Signal Process..

[12]  S. Boll,et al.  Suppression of acoustic noise in speech using spectral subtraction , 1979 .

[13]  Robert Bregovic,et al.  Multirate Systems and Filter Banks , 2002 .

[14]  Truong Q. Nguyen Near-perfect-reconstruction pseudo-QMF banks , 1994, IEEE Trans. Signal Process..

[15]  Andreas Engelsberg,et al.  Comparison of a discrete wavelet transformation and a nonuniform polyphase filterbank applied to spectral-subtraction speech enhancement , 1998, Signal Process..

[16]  P. Vaidyanathan,et al.  Non-uniform multirate filter banks: theory and design , 1989, IEEE International Symposium on Circuits and Systems,.

[17]  Jhing-Fa Wang,et al.  Speech Enhancement Using Perceptual Wavelet Packet Decomposition and Teager Energy Operator , 2004, J. VLSI Signal Process..

[18]  Joe F. Chicharo,et al.  A new waveform interpolation coding scheme based on pitch synchronous wavelet transform decomposition , 2000, IEEE Trans. Speech Audio Process..

[19]  D. L. Donoho,et al.  Ideal spacial adaptation via wavelet shrinkage , 1994 .

[20]  J. Rouat,et al.  Wavelet speech enhancement based on the Teager energy operator , 2001, IEEE Signal Processing Letters.

[21]  David Malah,et al.  Speech enhancement using a minimum mean-square error log-spectral amplitude estimator , 1984, IEEE Trans. Acoust. Speech Signal Process..

[22]  Behrouz Farhang-Boroujeny,et al.  The design of low-delay nonuniform pseudo QMF banks , 2006, 2006 14th European Signal Processing Conference.

[23]  Nathalie Virag,et al.  Single channel speech enhancement based on masking properties of the human auditory system , 1999, IEEE Trans. Speech Audio Process..

[24]  Ulrich Heute,et al.  Spectral-subtraction speech enhancement in multirate systems with and without non-uniform and adaptive bandwidths , 2003, Signal Process..

[25]  Jelena Kovacevic,et al.  Perfect reconstruction filter banks with rational sampling factors , 1993, IEEE Trans. Signal Process..

[26]  M. Victor Wickerhauser,et al.  Adapted wavelet analysis from theory to software , 1994 .

[27]  Ephraim Speech enhancement using a minimum mean square error short-time spectral amplitude estimator , 1984 .

[28]  Ingrid Daubechies,et al.  Ten Lectures on Wavelets , 1992 .

[29]  Sridhar Krishnan,et al.  Wavelet packets-based speech enhancement for hearing aids application , 2005 .