[HTML][HTML] Machine learning in acoustics: Theory and applications

MJ Bianco, P Gerstoft, J Traer, E Ozanich… - The Journal of the …, 2019 - pubs.aip.org
Acoustic data provide scientific and engineering insights in fields ranging from biology and
communications to ocean and Earth science. We survey the recent advances and …

The Open-Ocean Gulf of Mexico After Deepwater Horizon: Synthesis of a Decade of Research

TT Sutton, RJ Milligan, K Daly, KM Boswell… - Frontiers in Marine …, 2022 - frontiersin.org
The scale of the Deepwater Horizon disaster was and is unprecedented: geographic extent,
pollutant amount, countermeasure scope, and of most relevance to this Research Topic …

Monitoring of a nearshore small dolphin species using passive acoustic platforms and supervised machine learning techniques

F Caruso, L Dong, M Lin, M Liu, Z Gong… - Frontiers in Marine …, 2020 - frontiersin.org
Passive acoustic monitoring (PAM) is increasingly being adopted as a non-invasive method
for the assessment of ocean ecological dynamics. PAM is an important sampling approach …

Applying artificial intelligence methods to detect and classify fish calls from the Northern Gulf of Mexico

EE Waddell, JH Rasmussen, A Širović - Journal of Marine Science and …, 2021 - mdpi.com
Passive acoustic monitoring is a method that is commonly used to collect long-term data on
soniferous animal presence and abundance. However, these large datasets require …

Discriminating and classifying odontocete echolocation clicks in the Hawaiian Islands using machine learning methods

MA Ziegenhorn, KE Frasier, JA Hildebrand, EM Oleson… - Plos one, 2022 - journals.plos.org
Passive acoustic monitoring (PAM) has proven a powerful tool for the study of marine
mammals, allowing for documentation of biologically relevant factors such as movement …

Cetacean acoustic occurrence on the US Atlantic Outer Continental Shelf from 2017 to 2020

KA Kowarski, SB Martin, EE Maxner… - Marine Mammal …, 2023 - Wiley Online Library
Long‐term distribution data for cetaceans are lacking, inhibiting the ability of management
bodies to assess trends and react appropriately. Such is true even along the US Atlantic …

Site fidelity, spatial use, and behavior of dwarf sperm whales in Hawaiian waters: using small‐boat surveys, photo‐identification, and unmanned aerial systems to …

RW Baird, SD Mahaffy, JK Lerma - Marine Mammal Science, 2022 - Wiley Online Library
Dwarf sperm whales (Kogia sima) have been studied rarely at sea. We used photo‐
identification, boat‐and drone‐based behavioral observations, and citizen science photo …

Cetacean distribution models based on visual and passive acoustic data

KE Frasier, LP Garrison, MS Soldevilla, SM Wiggins… - Scientific reports, 2021 - nature.com
Distribution models are needed to understand spatiotemporal patterns in cetacean
occurrence and to mitigate anthropogenic impacts. Shipboard line-transect visual surveys …

Male humpback whale chorusing in Hawai 'i and its relationship with whale abundance and density

A Kügler, MO Lammers, EJ Zang… - Frontiers in Marine …, 2021 - frontiersin.org
Passive acoustic monitoring (PAM) with autonomous bottom-moored recorders is widely
used to study cetacean occurrence, distribution and behaviors, as it is less affected by …

Echolocation click parameters and biosonar behaviour of the dwarf sperm whale (Kogia sima)

CE Malinka, P Tønnesen, CA Dunn… - Journal of …, 2021 - journals.biologists.com
Dwarf sperm whales (Kogia sima) are small toothed whales that produce narrow-band high-
frequency (NBHF) echolocation clicks. Such NBHF clicks, subject to high levels of acoustic …