QRD-based unconstrained optimal filtering for acoustic noise reduction
Signal Processing
GSVD-based optimal filtering for single and multimicrophone speech enhancement
IEEE Transactions on Signal Processing
IEEE Transactions on Signal Processing
IEEE Transactions on Signal Processing
Adaptive null-forming scheme in digital hearing aids
IEEE Transactions on Signal Processing
A recursive least squares implementation for LCMP beamforming underquadratic constraint
IEEE Transactions on Signal Processing
Performance analysis of dual source transfer-function generalized sidelobe canceller
Speech Communication
IEEE Transactions on Audio, Speech, and Language Processing
Combination of adaptive feedback cancellation and binaural adaptive filtering in hearing aids
EURASIP Journal on Advances in Signal Processing - Special issue on digital signal processing for hearing instruments
On optimal frequency-domain multichannel linear filtering for noise reduction
IEEE Transactions on Audio, Speech, and Language Processing
A coherence-based noise reduction algorithm for binaural hearing aids
Speech Communication
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In this paper, we establish a generalized noise reduction scheme, called the spatially pre-processed speech distortion weighted multi-channel Wiener filter (SP-SDW-MWF), that encompasses the generalized sidelobe canceller (GSC) and a recently developed multichannel Wiener filtering technique (MWF) as extreme cases. In addition, the scheme allows for in-between solutions such as the speech distortion regularized GSC (SDR-GSC). The SDR-GSC adds robustness against signal model errors to the GSC by taking speech distortion explicitly into account in the design criterion of the adaptive stage. Compared to the widely studied GSC with quadratic inequality constraint (QIC-GSC), the SDR-GSC achieves better noise reduction for small model errors, while guaranteeing robustness against large model errors. In addition, the extra filtering of the speech reference signal in the SP-SDW-MWF further improves the performance. In the absence of model errors and for infinite filter lengths, the SP-SDW-MWF corresponds to a cascade of an SDR-GSC with a speech distortion weighted single-channel Wiener filter. In contrast to the SDR-GSC and the QIC-GSC, its performance does not degrade due to microphone mismatch.