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One blue whale song unlocks oceans of data

phys.org·University of New South Wales·about 1 month ago
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CC BY-SA 2.0 "> This blue whale was encountered during a tagging expedition by the Oregon State University Marine Mammal Institute in 2006 near the Channel Islands of California. Credit: Craig Hayslip, Oregon State University CC BY-SA 2.0 Trying to find a whale song in the ocean is like trying to find a needle in a haystack. But now, UNSW Sydney researchers say they've trained a model, with just a single case study, to find blue whale songs in recordings that span across decades and entire ocean basins. In a new study , lead author UNSW Ph.D. candidate Ben Jancovich showed how a neural network—a deep learning model that can recognize patterns in data through interconnected layers of artificial neurons—could detect blue whale songs with remarkable accuracy. The researchers' findings, published in the journal Scientific Reports , have implications for the field of ecology, paving a new way to analyze rare species across decades.…

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