סמינר: Signal Processing and Systems

קהילת נשות הנדסת חשמל ומחשבים

On the Design of Differential Kronecker-product Beamformers

Date: December,01,2021 Start Time: 14:30 - 15:30 Location: Add to:
Lecturer: Gal Itzhak
Affiliations: The Andrew and Erna Viterbi Faculty of Electrical & Computer Engineering

In this work, we present a generalized approach for differential microphone array (DMA) beamforming in the short-time Fourier transform (STFT) domain. We propose a multistage beamforming approach, which considers a Kronecker product (KP) decomposition of the global beamformer into two independent sub-beamformers. We derive differential KP beamformers according to different criteria and analyze their performances, which are tuned by three design parameters. These parameters allow a high beamforming design flexibility; in particular, non-differential or non-KP beamformers may be obtained as special cases. Depending on the selection of parameters, we demonstrate a preferable performance with the new approach with respect to the white noise gain and directivity factor measures. In addition, we consider the task of speech enhancement. We show that differential KP beamformers perform better than non-differential and non-KP beamformers in terms of the quality and intelligibility of their respective time-domain enhanced signals.

 

*Gal Itzhak is a PhD student under the supervision of Professor Israel Cohen and Professor Jacob Benesty.

 

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