Datasets of Odontocete Sounds Annotated for Developing Automatic Detection Methods, FY09-10
Mellinger, David K.
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Detection, classification, and localization (DCL) research on marine mammal vocalizations has been in development for decades, and methods for marine mammal population density estimation using acoustic data have been in development since at least 2007. These efforts have been supported by MobySound, an archive of cetacean sounds used for studying call detection and localization that are annotated to facilitate research in DCL. This project was aimed to begin development of high-performing automatic detection methods for the sounds of beaked whales and other odontocetes. Specifically, this report  details the newly collected odontocete recordings that have been added to the MobySound archive;  documents continuing development of methods for detection and classification, including improvements to the Energy Ratio Mapping Algorithm (ERMA) method for use on gliders and its extension to new species and populations;  reports on development of a new method for estimating the population density of baleen whales using the summed energy in a frequency band in which they vocalize; and  also reports on the successful production of datasets focused on odontocete whistles and clicks and baleen whale calls for the Fifth Workshop on Detection, Classification, Localization, and Density Estimation of Marine Mammals using Passive Acoustics.
NPS Report NumberNPS-OC-12-004CR
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Mellinger, David K. (Monterey, California. Naval Postgraduate School, 2009); NPS-OC-09-008This report documents the progress to date of this project to (1) collect recordings of beaked whales and other odontocete species, (2) annotate the collected sound files to make them useful to researchers working on ...
Mellinger, David K. (Monterey, California. Naval Postgraduate School, 2007); NPS-OC-07-007Environmental laws and public concern require that the U.S. Navy conduct operations and training such that impacts to marine mammals are minimized and any adverse impacts mitigated. To that end, it is important for the ...
Mellinger, David K. (Monterey, California. Naval Postgraduate School, 2010); NPS-OC-10-005CREnvironmental laws now require marine research and operations to be conducted so as to minimize impacts on marine mammals and mitigate any adverse impacts caused by that research/operation. Acoustic techniques have become ...