Acoustic estimation of the manatee population and classification of call categories using artificial intelligence
Sebastian Schneider,
Lorenzo von Fersen,
Paul Wilhelm Dierkes
Abstract:The population sizes of manatees in many regions remain largely unknown, primarily due to the challenging nature of conducting visual counts in turbid and inaccessible aquatic environments. Passive acoustic monitoring has shown promise for monitoring manatees in the wild. In this study, we present an innovative approach that leverages a convolutional neural network (CNN) for the detection, isolation and classification of manatee vocalizations from long-term audio recordings. To improve the effectiveness of man… Show more
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