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Title: Analytical Solution of Nonlinear Microphone Array Based on Complementary Beamforming
Authors: Shigeki Miyabe
Biing-Hwang (Fred) Juang
Hiroshi Saruwatari
Kiyohiro Shikano
Keywords: Adaptive beamformer
microphone array
speech enhancement
wpectral subtraction
Issue Date: Sep-2008
Article Number: 9084
Abstract: An analytical optimization method for nonlinear beamforming is proposed. It has been shown that twice the number of noise sources, compared to conventional linear beamformers, can be cancelled by nonlinear array signal processing with complementary beamforming and spectral subtraction. However, optimization of the beamformer coefficients via conventional adaptation techniques often suffers from a severe convergence problem. In this paper, we propose a new efficient optimization algorithm by re-writing the optimization objective of the two complementary beamformer vectors in a convex minimization problem, which can be solved with an analytical solution.
Description: IWAENC2008: the 11th International Workshop on Acoustic Echo and Noise Control, September 14-17, 2008, Seattle, Washington USA.
Text Version: Publisher
Appears in Collections:情報科学研究科 / Graduate School of Information Science

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