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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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Pubblicato in:Sci Rep
Autori principali: Bermant, Peter C., Bronstein, Michael M., Wood, Robert J., Gero, Shane, Gruber, David F.
Natura: Artigo
Lingua:Inglês
Pubblicazione: Nature Publishing Group UK 2019
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Accesso online: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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