English

SVD-PHAT: A Fast Sound Source Localization Method

Audio and Speech Processing 2019-02-12 v2 Sound Signal Processing

Abstract

This paper introduces a new localization method called SVD-PHAT. The SVD-PHAT method relies on Singular Value Decomposition of the SRP-PHAT projection matrix. A k-d tree is also proposed to speed up the search for the most likely direction of arrival of sound. We show that this method performs as accurately as SRP-PHAT, while reducing significantly the amount of computation required.

Cite

@article{arxiv.1811.11785,
  title  = {SVD-PHAT: A Fast Sound Source Localization Method},
  author = {Francois Grondin and James Glass},
  journal= {arXiv preprint arXiv:1811.11785},
  year   = {2019}
}
R2 v1 2026-06-23T06:24:09.990Z