Title :
A comparison between alternative beamforming strategies for interference cancelation in noisy and reverberant environment
Author :
Markovich, Shmulik ; Gannot, Sharon ; Cohen, Israel
Author_Institution :
Sch. Eng., Bar-Ilan Univ., Ramat-Gan, Israel
Abstract :
In speech communication systems the received microphone signals are often degraded by competing speakers, noise signals and room reverberation. Microphone arrays are commonly utilized to enhance the desired speech signal. In this paper two important design criteria, namely the minimum variance distortionless response (MVDR) and the linearly constrained minimum variance (LCMV) beamformers, are explored. These structures differ in their treatment of the interference sources. Experimental results using simulated reverberant enclosure are used for comparing the two strategies. It is shown that the LCMV beamformer outperforms the MVDR beamformer provided that the acoustic environment is time-invariant.
Keywords :
acoustic noise; array signal processing; interference suppression; microphone arrays; reverberation; speech enhancement; statistical analysis; interference cancelation; linearly constrained minimum variance beamforming; microphone array signal processing; minimum variance distortionless response beamforming; noisy environment; reverberant environment; speech communication system; speech signal enhancement; time-invariant acoustic environment; Acoustic distortion; Array signal processing; Degradation; Interference cancellation; Microphone arrays; Noise cancellation; Oral communication; Reverberation; Speech enhancement; Working environment noise; Array signal processing; Interference cancellation; Speech Enhancement; Subspace methods;
Conference_Titel :
Electrical and Electronics Engineers in Israel, 2008. IEEEI 2008. IEEE 25th Convention of
Conference_Location :
Eilat
Print_ISBN :
978-1-4244-2481-8
Electronic_ISBN :
978-1-4244-2482-5
DOI :
10.1109/EEEI.2008.4736688