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- W3215690023 abstract "Over the last 20 years, Orcasound has evolved from a cooperative network of real-time hydrophones to an open source software and hardware project. Orcasound connects cabled hydrophones deployed in critical habitat of the Southern Resident killer whales (SRKWs) with a web app that enables community scientists to listen and tag audio data in real-time. The live audio feeds are also monitored by automated algorithms (e.g., OrcaHello), archived in Amazon data “buckets” which are publicly accessible for free and governed by a Creative Commons license that promotes non-commercial data sharing and specifies appropriate attribution. Many of these open data have been annotated through crowd-sourcing tools built by the Orcasound community, like Pod.Cast and OrcaAL, generating open test and training data sets needed for development of more advanced classifiers. We present the latest version of Orcasound’s live-listening app as a novel conservation tool, and describe our evolving architecture for: generating audio streams with low-cost hydrophones and hardware, and free software; deploying diverse algorithms, including on non-Orcasound hydrophone data streams; validating, annotating, and analyzing acoustic detections; aggregating them in an open data cooperative along with regional data from sighting networks; and issuing notifications to network members as well as conservation stewards." @default.
- W3215690023 created "2021-12-06" @default.
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- W3215690023 date "2021-10-01" @default.
- W3215690023 modified "2023-09-25" @default.
- W3215690023 title "Orcasound: Open source software for catalyzing conservation of endangered Southern Resident killer whales in real-time" @default.
- W3215690023 doi "https://doi.org/10.1121/10.0008310" @default.
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