A Convolutional Neural Network for Automated Detection of Humpback Whale Song in a Diverse, Long-Term Passive Acoustic Dataset

A Convolutional Neural Network for Automated Detection of Humpback Whale Song in a Diverse, Long-Term Passive Acoustic Dataset

Passive acoustic monitoring is a well-established tool for researching the occurrence, movements, and ecology of a wide variety of marine mammal species. Advances in hardware and data collection have exponentially increased the volumes of passive acoustic data collected, such that discoveries are no...

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Bibliographic Details
Main Authors: Ann N. Allen, Matt Harvey, Lauren Harrell, Aren Jansen, Karlina P. Merkens, Carrie C. Wall, Julie Cattiau, Erin M. Oleson
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-03-01
Series:Frontiers in Marine Science
Subjects:
deep machine learning
convolutional neural network
humpback whale (Megaptera novaeangliae)
seasonal occurrence
Hawaii
Mariana Islands
Online Access:https://www.frontiersin.org/articles/10.3389/fmars.2021.607321/full

Internet

https://www.frontiersin.org/articles/10.3389/fmars.2021.607321/full

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