Search Results for author: Emma Ozanich

Found 2 papers, 0 papers with code

Deep embedded clustering of coral reef bioacoustics

no code implementations17 Dec 2020 Emma Ozanich, Aaron Thode, Peter Gerstoft, Lauren A. Freeman, Simon Freeman

DEC, GMM, and conventional clustering were tested on simulated datasets of fish pulse calls (fish) and whale song units (whale) with randomized bandwidth, duration, and SNR.

Deep Clustering

Machine learning in acoustics: theory and applications

no code implementations11 May 2019 Michael J. Bianco, Peter Gerstoft, James Traer, Emma Ozanich, Marie A. Roch, Sharon Gannot, Charles-Alban Deledalle

Acoustic data provide scientific and engineering insights in fields ranging from biology and communications to ocean and Earth science.

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