Title :
Linearly constrained minimum variance method for spherical microphone arrays in a coherent environment
Author :
Peled, Yotam ; Rafaely, Boaz
Author_Institution :
Dept. of Electr. & Comput. Eng., Ben-Gurion Univ. of the Negev, Beer-Sheva, Israel
fDate :
May 30 2011-June 1 2011
Abstract :
A method for noise reduction and de-reverberation is presented. The method is designed for a spherical microphone array and formulated in the spherical harmonics domain on the basis of an acoustic model that is also formulated in the spherical harmonics domain. The proposed method is suitable for an environment with coherent reflections and requires direction-of-arrival (DOA) estimation of the signal reflections, rather than room impulse response identification. The method is composed of two stages: a multi-output beamformer that decomposes the direct sound and source reflection; and a linearly constrained minimum variance (LCMV) filter designed for noise reduction while avoiding signal-cancellation. The proposed method allows flexibility in design for reverberation reduction, noise reduction and the prevention of signal cancellation. The paper concludes with a simulation that demonstrates the performance improvement obtained by applying the proposed method.
Keywords :
array signal processing; direction-of-arrival estimation; filtering theory; microphone arrays; signal denoising; speech processing; DOA estimation; LCMV filter; acoustic model; direction-of-arrival estimation; linearly constrained minimum variance filter; multioutput beamformer; noise reduction; reverberation reduction; signal-cancellation; speech signals; spherical harmonic domain; spherical microphone arrays; Harmonic analysis; Microphone arrays; Noise; Noise reduction; Reverberation; Speech; LCMV; Noise reduction; dereverberation; spherical microphone arrays;
Conference_Titel :
Hands-free Speech Communication and Microphone Arrays (HSCMA), 2011 Joint Workshop on
Conference_Location :
Edinburgh
Print_ISBN :
978-1-4577-0997-5
DOI :
10.1109/HSCMA.2011.5942416