Title :
A multichannel Wiener filter with partial equalization for distributed microphones
Author :
Stenzel, Sebastian ; Lawin-Ore, Toby Christian ; Freudenberger, Jurgen ; Doclo, Simon
Author_Institution :
Inst. for Syst. Dynamics, HTWG Konstanz, Konstanz, Germany
Abstract :
In speech enhancement applications, the multichannel Wiener filter (MWF) is widely used to reduce noise and thus improve signal quality. The MWF performs noise reduction by estimating the desired signal component in one of the microphones, referred to as the reference microphone. However, for distributed microphones, the selection of the reference microphone has a significant impact on the broadband output SNR of the MWF, largely depending on the acoustical transfer function (ATF) between the desired source and the reference microphone. In this paper, a multichannel Wiener filtering approach using a soft combined reference is presented. Simulation results show that the proposed scheme leads to a higher broadband output SNR compared to an arbitrarily selected reference microphone, moreover achieving a partial equalization of the overall acoustic system.
Keywords :
Wiener filters; equalisers; microphones; speech enhancement; ATF; MWF; acoustic system; acoustical transfer function; distributed microphones; multichannel Wiener filter; noise reduction; partial equalization; selected reference microphone; signal component; signal quality; speech enhancement; Acoustics; Broadband communication; Microphones; Signal to noise ratio; Speech; Transfer functions; Multichannel Wiener filter (MWF); equalization; spatially distributed microphones;
Conference_Titel :
Applications of Signal Processing to Audio and Acoustics (WASPAA), 2013 IEEE Workshop on
Conference_Location :
New Paltz, NY
DOI :
10.1109/WASPAA.2013.6701874