DocumentCode
118276
Title
A frequency-invariant fixed beamformer for speech enhancement
Author
Mars, Rohith ; Reju, V.G. ; Khong, Andy W. H.
Author_Institution
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore, Singapore
fYear
2014
fDate
9-12 Dec. 2014
Firstpage
1
Lastpage
6
Abstract
Fixed beamformers maintain response that is independent of the signal and interference statistics. Frequency-invariant fixed beamformers can achieve constant beamwidth across all frequencies which results in lower signal distortion and they have lower computation complexity compared to its adaptive counterpart. However, unlike data-dependent beamformers, their sidelobe attenuation is poor with respect to the direction of the interferences. In this paper we propose a method to improve the sidelobe attenuation while retaining the advantages of lower computational complexity and frequency-invariance. This is achieved by introducing frequency-invariant nulls in the interference directions. We also show how the weights for each null direction can be combined with the fixed beamformer to form the effective weights of the proposed beamformer.
Keywords
array signal processing; computational complexity; interference (signal); speech enhancement; computation complexity; data dependent beamformers; frequency invariant fixed beamformer; interference directions; interference statistics; null direction; signal distortion; speech enhancement; Attenuation; Azimuth; Cost function; Interference; Microphone arrays; Speech enhancement;
fLanguage
English
Publisher
ieee
Conference_Titel
Asia-Pacific Signal and Information Processing Association, 2014 Annual Summit and Conference (APSIPA)
Conference_Location
Siem Reap
Type
conf
DOI
10.1109/APSIPA.2014.7041712
Filename
7041712
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