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- W2893841639 abstract "Ishmael is a bioacoustic analysis software package that has offers automatic detection of animal calls via a number of user-configurable detection methods. Ishmael now offers three significant improvements. The first is that users can download pre-configured detectors from within Ishmael for several cetacean species, including several mysticetes and several odontocetes. Each such detector is characterized with performance-measurement curves (receiver operating characteristic, detection error tradeoff, precision-recall) for a test dataset. Information on the signal-to-noise ratio of test datasets is also provided, since performance information is nearly meaningless without some indication of call clarity. The second is that Ishmael is extensible via a MATLAB interface that allows users to write their own detection plug-ins. Ishmael sends sound data and associated metadata to the plug-in, which analyzes the data and sends back detections and classifications for Ishmael to further handle as it would handle detections from built-in detectors. The third is an interface to Real-time Odontocete Call Classification Algorithm (ROCCA): Ishmael detects clicks and whistles of odontocetes, measures various acoustic characteristics, and sends the resulting acoustic parameters to ROCCA. ROCCA classifies both individual vocalizations, and also groups successive vocalizations together into “encounters,” which are then classified separately. [Work supported by LMR and ONR.]" @default.
- W2893841639 created "2018-10-05" @default.
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- W2893841639 date "2018-03-01" @default.
- W2893841639 modified "2023-09-23" @default.
- W2893841639 title "Extensible detection and classification in Ishmael" @default.
- W2893841639 doi "https://doi.org/10.1121/1.5035633" @default.
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