Residual echo signal in critically sampled subband acoustic echo cancellers based on IIR and FIR filter banks

The residual echo signal characteristics of critically sampled subband acoustic echo cancellers are analyzed. For finite impulse response (FIR) filter banks, the residual echo signal usually has a relatively broad spectral nature around the subband edges. The residual echo signal of power symmetric infinite impulse response (PS-IIR) filter banks, on the other hand, has very narrowband spectral components around the subband edges. These components can be efficiently removed with PS-IIR notch filters that integrate neatly into the filter banks without introducing perceptually noticeable degradation to the near-end speech. This solution has very low computational complexity and does not impinge on the system performance. Simulation studies with recordings from the cockpit of a car, based on a fast QR least-squares adaptive algorithm, demonstrate the potential of this approach for a practical AEC system.

[1]  Reinaldo A. Valenzuela,et al.  Digital signal processing schemes for efficient interpolation and decimation , 1983 .

[2]  Anthony G. Constantinides,et al.  Spectral Transformations for Digital Filters , 1970 .

[3]  O. Tanrikulu Adaptive signal processing algorithms with accelerated convergence and noise immunity , 1995 .

[4]  Patrick A. Naylor,et al.  Polyphase allpass IIR structures for sub-band acoustic echo cancellation , 1993, EUROSPEECH.

[5]  A. Gilloire,et al.  Experiments with sub-band acoustic echo cancellers for teleconferencing , 1987, ICASSP '87. IEEE International Conference on Acoustics, Speech, and Signal Processing.

[6]  Patrick A. Naylor,et al.  Subband acoustic echo control using non-critical frequency sampling , 1996, 1996 8th European Signal Processing Conference (EUSIPCO 1996).

[7]  A. Gilloire,et al.  The fast Newton transversal filter: an efficient scheme for acoustic echo cancellation in mobile radio , 1994, IEEE Trans. Signal Process..

[8]  M.N.S. Swamy,et al.  Frequency transformations for digital filters , 1977, Proceedings of the IEEE.

[9]  A.G. Constantinides,et al.  Finite-precision design and implementation of all-pass polyphase networks for echo cancellation in sub-bands , 1995, 1995 International Conference on Acoustics, Speech, and Signal Processing.

[10]  Steven L. Gay,et al.  The fast affine projection algorithm , 1995, 1995 International Conference on Acoustics, Speech, and Signal Processing.

[11]  Nicholas Kalouptsidis,et al.  Adaptive system identification and signal processing algorithms , 1993 .

[12]  Walter Kellermann,et al.  Analysis and design of multirate systems for cancellation of acoustical echoes , 1988, ICASSP-88., International Conference on Acoustics, Speech, and Signal Processing.

[13]  Pierre Duhamel,et al.  Adaptive filtering in subbands using a weighted criterion , 1998, IEEE Trans. Signal Process..

[14]  D.T.M. Slock Fractionally-spaced subband and multiresolution adaptive filters , 1991, [Proceedings] ICASSP 91: 1991 International Conference on Acoustics, Speech, and Signal Processing.

[15]  Sanjit K. Mitra,et al.  A new approach to the realization of low-sensitivity IIR digital filters , 1986, IEEE Trans. Acoust. Speech Signal Process..

[16]  H. Ochi,et al.  IIR sub-band adaptive filtering , 1993, Proceedings of 36th Midwest Symposium on Circuits and Systems.

[17]  Steve Rogers,et al.  Adaptive Filter Theory , 1996 .

[18]  Anthony G. Constantinides,et al.  Residual signal in sub-band acoustic echo cancellers , 1996, 1996 8th European Signal Processing Conference (EUSIPCO 1996).

[19]  Martin Vetterli,et al.  A theory of multirate filter banks , 1987, IEEE Trans. Acoust. Speech Signal Process..

[20]  Sergios Theodoridis,et al.  Fast Newton transversal filters-a new class of adaptive estimation algorithms , 1991, IEEE Trans. Signal Process..

[21]  Buyurman Baykal,et al.  Underdetermined recursive least-squares adaptive filtering , 1995 .

[22]  Eric Moulines,et al.  The generalized multidelay adaptive filter: structure and convergence analysis , 1995, IEEE Trans. Signal Process..

[23]  François Capman,et al.  Acoustic echo cancellation using a fast QR-RLS algorithm and multirate schemes , 1995, 1995 International Conference on Acoustics, Speech, and Signal Processing.

[24]  F. Harris,et al.  Design and implementation of efficient resampling filters using polyphase recursive all-pass filters , 1991, [1991] Conference Record of the Twenty-Fifth Asilomar Conference on Signals, Systems & Computers.

[25]  Martin Vetterli,et al.  Adaptive filtering in sub-bands , 1988, ICASSP-88., International Conference on Acoustics, Speech, and Signal Processing.

[26]  S. Mitra,et al.  Digital all-pass networks , 1974 .

[27]  M. Kalkan,et al.  Design and discrete re-optimisation of all-pass based power symmetric IIR filters , 1996 .

[28]  Eberhard HÄnsler,et al.  The hands-free telephone problem: an annotated bibliography update , 1994 .

[29]  Martin Vetterli,et al.  Adaptive filtering in subbands with critical sampling: analysis, experiments, and application to acoustic echo cancellation , 1992, IEEE Trans. Signal Process..