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Deep Machine Learning Techniques for the Detection and Classification of Sperm Whale Bioacoustics

We implemented Machine Learning (ML) techniques to advance the study of sperm whale (Physeter macrocephalus) bioacoustics. This entailed employing Convolutional Neural Networks (CNNs) to construct an echolocation click detector designed to classify spectrograms generated from sperm whale acoustic da...

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Bibliografski detalji
Izdano u:Sci Rep
Glavni autori: Bermant, Peter C., Bronstein, Michael M., Wood, Robert J., Gero, Shane, Gruber, David F.
Format: Artigo
Jezik:Inglês
Izdano: Nature Publishing Group UK 2019
Teme:
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6715799/
https://ncbi.nlm.nih.gov/pubmed/31467331
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-019-48909-4
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