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A Lite Microphone Array Beamforming Scheme with Maximum Signal-to-Noise Ratio Filter

Sound 2020-05-20 v1 Machine Learning Audio and Speech Processing

Abstract

Since space-domain information can be utilized, microphone array beamforming is often used to enhance the quality of the speech by suppressing directional disturbance. However, with the increasing number of microphone, the complexity would be increased. In this paper, a concise beamforming scheme using Maximum Signal-to-Noise Ratio (SNR) filter is proposed to reduce the beamforming complexity. The maximum SNR filter is implemented by using the estimated direction-of-arrival (DOA) of the speech source localization (SSL) and the solving method of independent vector analysis (IVA). Our experiments show that when compared with other widely-used algorithms, the proposed algorithm obtain higher gain of signal-to-interference and noise ratio (SINR).

Keywords

Cite

@article{arxiv.2005.09238,
  title  = {A Lite Microphone Array Beamforming Scheme with Maximum Signal-to-Noise Ratio Filter},
  author = {Lu Ma and Xin Zhao and Pei Zhao and Tengrong Su},
  journal= {arXiv preprint arXiv:2005.09238},
  year   = {2020}
}

Comments

submitted to INTERSPEECH2020

R2 v1 2026-06-23T15:39:02.813Z