DOAJ Open Access 2024

Steered Response Power for Sound Source Localization: a tutorial review

Eric Grinstein Elisa Tengan Bilgesu Çakmak Thomas Dietzen Leonardo Nunes +3 lainnya

Abstrak

Abstract In the last three decades, the Steered Response Power (SRP) method has been widely used for the task of Sound Source Localization (SSL), due to its satisfactory localization performance on moderately reverberant and noisy scenarios. Many works have analysed and extended the original SRP method to reduce its computational cost, to allow it to locate multiple sources, or to improve its performance in adverse environments. In this work, we review over 200 papers on the SRP method and its variants, with emphasis on the SRP-PHAT method. We also present eXtensible-SRP, or X-SRP, a generalized and modularized version of the SRP algorithm which allows the reviewed extensions to be implemented. We provide a Python implementation of the algorithm which includes selected extensions from the literature.

Topik & Kata Kunci

Acoustics. Sound Electronic computers. Computer science

Penulis (8)

Eric Grinstein

Elisa Tengan

Bilgesu Çakmak

Thomas Dietzen

Leonardo Nunes

Toon van Waterschoot

Mike Brookes

Patrick A. Naylor

Format Sitasi

APA MLA BibTeX

Grinstein, E., Tengan, E., Çakmak, B., Dietzen, T., Nunes, L., Waterschoot, T.v. et al. (2024). Steered Response Power for Sound Source Localization: a tutorial review. https://doi.org/10.1186/s13636-024-00377-z

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Informasi Jurnal

Tahun Terbit: 2024
Sumber Database: DOAJ
DOI: 10.1186/s13636-024-00377-z
Akses: Open Access ✓