DocumentCode
1653172
Title
An informed spatial filter for dereverberation in the spherical harmonic domain
Author
Braun, Sebastian ; Jarrett, Daniel P. ; Fischer, J. ; Habets, Emanuel A. P.
Author_Institution
Int. Audio Labs. Erlangen, Erlangen, Germany
fYear
2013
Firstpage
669
Lastpage
673
Abstract
In speech communication systems the received microphone signals are commonly degraded by reverberation and ambient noise that can decrease the fidelity and intelligibility of a desired speaker. Reverberation can be modeled as non-stationary diffuse sound which is not directly observable. In this work, we derive a multichannel Wiener filter in the spherical harmonic domain to reduce both reverberation and noise. The filter depends on the direction-of-arrival of the direct sound of the desired speaker and an interference power spectral density matrix for which an estimator is developed. The resulting informed spatial filter incorporates instantaneous information about the diffuseness of the sound field into the design of the filter. In addition, it is shown how the proposed filter relates to the well-known robust minimum variance distortionless response filter that is also used for comparison in the evaluation. Experimental results show that the proposed spatial filter provides a tradeoff between noise reduction and dereverberation depending on the diffuse sound PSD.
Keywords
Wiener filters; direction-of-arrival estimation; microphones; reverberation; speech processing; ambient noise; dereverberation; direction-of-arrival; interference power spectral density matrix; multichannel Wiener filter; noise reduction; received microphone signals; spatial filter; speech communication systems; spherical harmonic domain; Microphone arrays; Noise; Reverberation; Robustness; Speech; Vectors; Dereverberation; spherical microphone arrays;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on
Conference_Location
Vancouver, BC
ISSN
1520-6149
Type
conf
DOI
10.1109/ICASSP.2013.6637732
Filename
6637732
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