Matches in SemOpenAlex for { <https://semopenalex.org/work/W3215698890> ?p ?o ?g. }
Showing items 1 to 92 of
92
with 100 items per page.
- W3215698890 endingPage "A286" @default.
- W3215698890 startingPage "A286" @default.
- W3215698890 abstract "Current efforts to acoustically study and monitor killer whales in British Columbia (BC), including the endangered population of Southern Resident killer whales (SRKW), are hampered by the lack of sufficiently accurate sound detection and classification algorithms. Recently, several research groups have reported significant improvements in algorithm performance utilizing deep neural networks. However, for most practitioners, these novel tools remain out of reach. To bridge this gap, we are developing a set of open-source deep learning models for acoustic detection and classification of BC's killer whales. These models will be made publicly available along with expert-curated training and test sets to facilitate further development and applications. We are collaborating with Orcasound to deploy the models on their live data. We are also working together with the PAMGuard developer team to ensure that our models can be seamlessly imported and used in PAMGuard, a widely used open-source software platform for passive acoustic monitoring. In this contribution, we will provide an overview of our deep learning methodology and present preliminary results on model performance, with particular attention to the model's ability to handle diverse and variable acoustic environments and generalize to new “unseen” environments." @default.
- W3215698890 created "2021-12-06" @default.
- W3215698890 creator A5016004782 @default.
- W3215698890 creator A5021820861 @default.
- W3215698890 creator A5029831132 @default.
- W3215698890 creator A5030091304 @default.
- W3215698890 creator A5045357375 @default.
- W3215698890 creator A5058175323 @default.
- W3215698890 creator A5060464189 @default.
- W3215698890 creator A5063039067 @default.
- W3215698890 creator A5064873730 @default.
- W3215698890 creator A5065131779 @default.
- W3215698890 creator A5069043595 @default.
- W3215698890 creator A5075057858 @default.
- W3215698890 creator A5078876791 @default.
- W3215698890 creator A5090269545 @default.
- W3215698890 creator A5091910537 @default.
- W3215698890 date "2021-10-01" @default.
- W3215698890 modified "2023-09-23" @default.
- W3215698890 title "Open-source deep learning models for acoustic detection and classification of orcas" @default.
- W3215698890 doi "https://doi.org/10.1121/10.0008312" @default.
- W3215698890 hasPublicationYear "2021" @default.
- W3215698890 type Work @default.
- W3215698890 sameAs 3215698890 @default.
- W3215698890 citedByCount "0" @default.
- W3215698890 crossrefType "journal-article" @default.
- W3215698890 hasAuthorship W3215698890A5016004782 @default.
- W3215698890 hasAuthorship W3215698890A5021820861 @default.
- W3215698890 hasAuthorship W3215698890A5029831132 @default.
- W3215698890 hasAuthorship W3215698890A5030091304 @default.
- W3215698890 hasAuthorship W3215698890A5045357375 @default.
- W3215698890 hasAuthorship W3215698890A5058175323 @default.
- W3215698890 hasAuthorship W3215698890A5060464189 @default.
- W3215698890 hasAuthorship W3215698890A5063039067 @default.
- W3215698890 hasAuthorship W3215698890A5064873730 @default.
- W3215698890 hasAuthorship W3215698890A5065131779 @default.
- W3215698890 hasAuthorship W3215698890A5069043595 @default.
- W3215698890 hasAuthorship W3215698890A5075057858 @default.
- W3215698890 hasAuthorship W3215698890A5078876791 @default.
- W3215698890 hasAuthorship W3215698890A5090269545 @default.
- W3215698890 hasAuthorship W3215698890A5091910537 @default.
- W3215698890 hasConcept C100776233 @default.
- W3215698890 hasConcept C108583219 @default.
- W3215698890 hasConcept C119857082 @default.
- W3215698890 hasConcept C124101348 @default.
- W3215698890 hasConcept C126322002 @default.
- W3215698890 hasConcept C154945302 @default.
- W3215698890 hasConcept C177264268 @default.
- W3215698890 hasConcept C199360897 @default.
- W3215698890 hasConcept C2522767166 @default.
- W3215698890 hasConcept C2777904410 @default.
- W3215698890 hasConcept C2984842247 @default.
- W3215698890 hasConcept C3018397939 @default.
- W3215698890 hasConcept C41008148 @default.
- W3215698890 hasConcept C50644808 @default.
- W3215698890 hasConcept C71924100 @default.
- W3215698890 hasConceptScore W3215698890C100776233 @default.
- W3215698890 hasConceptScore W3215698890C108583219 @default.
- W3215698890 hasConceptScore W3215698890C119857082 @default.
- W3215698890 hasConceptScore W3215698890C124101348 @default.
- W3215698890 hasConceptScore W3215698890C126322002 @default.
- W3215698890 hasConceptScore W3215698890C154945302 @default.
- W3215698890 hasConceptScore W3215698890C177264268 @default.
- W3215698890 hasConceptScore W3215698890C199360897 @default.
- W3215698890 hasConceptScore W3215698890C2522767166 @default.
- W3215698890 hasConceptScore W3215698890C2777904410 @default.
- W3215698890 hasConceptScore W3215698890C2984842247 @default.
- W3215698890 hasConceptScore W3215698890C3018397939 @default.
- W3215698890 hasConceptScore W3215698890C41008148 @default.
- W3215698890 hasConceptScore W3215698890C50644808 @default.
- W3215698890 hasConceptScore W3215698890C71924100 @default.
- W3215698890 hasIssue "4_Supplement" @default.
- W3215698890 hasLocation W32156988901 @default.
- W3215698890 hasOpenAccess W3215698890 @default.
- W3215698890 hasPrimaryLocation W32156988901 @default.
- W3215698890 hasRelatedWork W3014300295 @default.
- W3215698890 hasRelatedWork W3164822677 @default.
- W3215698890 hasRelatedWork W4223943233 @default.
- W3215698890 hasRelatedWork W4225161397 @default.
- W3215698890 hasRelatedWork W4309045103 @default.
- W3215698890 hasRelatedWork W4312200629 @default.
- W3215698890 hasRelatedWork W4360585206 @default.
- W3215698890 hasRelatedWork W4364306694 @default.
- W3215698890 hasRelatedWork W4380075502 @default.
- W3215698890 hasRelatedWork W4380086463 @default.
- W3215698890 hasVolume "150" @default.
- W3215698890 isParatext "false" @default.
- W3215698890 isRetracted "false" @default.
- W3215698890 magId "3215698890" @default.
- W3215698890 workType "article" @default.