Matches in SemOpenAlex for { <https://semopenalex.org/work/W4283794303> ?p ?o ?g. }
Showing items 1 to 77 of
77
with 100 items per page.
- W4283794303 endingPage "13238" @default.
- W4283794303 startingPage "13236" @default.
- W4283794303 abstract "Sound event detection aims to identify the sound events in the audio recordings, whose applications seem to be evident in our daily life, such as the surveillance and monitoring applications. In this paper, we present a novel framework for the detection task, by combining using several improvements. To compress the model efficiently while retaining the detection accuracy, the self-distillation paradigm is employed to improve offline training. To empower the machines with the ability of uncertainty estimation, the Monte Carlo dropout is used in our framework. Moreover, the inference data augmentation strategy is utilized to improve the robustness of the detection task. Lastly, we present an interactive interface, which can be used to visualize the detection and the uncertainty for the prediction. We hope our tool can be helpful for practical machine listening." @default.
- W4283794303 created "2022-07-05" @default.
- W4283794303 creator A5026070862 @default.
- W4283794303 creator A5054505860 @default.
- W4283794303 creator A5066795908 @default.
- W4283794303 date "2022-06-28" @default.
- W4283794303 modified "2023-09-26" @default.
- W4283794303 title "EasySED: Trusted Sound Event Detection with Self-Distillation" @default.
- W4283794303 doi "https://doi.org/10.1609/aaai.v36i11.21739" @default.
- W4283794303 hasPublicationYear "2022" @default.
- W4283794303 type Work @default.
- W4283794303 citedByCount "0" @default.
- W4283794303 crossrefType "journal-article" @default.
- W4283794303 hasAuthorship W4283794303A5026070862 @default.
- W4283794303 hasAuthorship W4283794303A5054505860 @default.
- W4283794303 hasAuthorship W4283794303A5066795908 @default.
- W4283794303 hasBestOaLocation W42837943031 @default.
- W4283794303 hasConcept C104317684 @default.
- W4283794303 hasConcept C107457646 @default.
- W4283794303 hasConcept C119857082 @default.
- W4283794303 hasConcept C121332964 @default.
- W4283794303 hasConcept C127413603 @default.
- W4283794303 hasConcept C144024400 @default.
- W4283794303 hasConcept C154945302 @default.
- W4283794303 hasConcept C177291462 @default.
- W4283794303 hasConcept C185592680 @default.
- W4283794303 hasConcept C201995342 @default.
- W4283794303 hasConcept C2776145597 @default.
- W4283794303 hasConcept C2776214188 @default.
- W4283794303 hasConcept C2779662365 @default.
- W4283794303 hasConcept C2780451532 @default.
- W4283794303 hasConcept C28490314 @default.
- W4283794303 hasConcept C41008148 @default.
- W4283794303 hasConcept C46312422 @default.
- W4283794303 hasConcept C55493867 @default.
- W4283794303 hasConcept C62520636 @default.
- W4283794303 hasConcept C63479239 @default.
- W4283794303 hasConceptScore W4283794303C104317684 @default.
- W4283794303 hasConceptScore W4283794303C107457646 @default.
- W4283794303 hasConceptScore W4283794303C119857082 @default.
- W4283794303 hasConceptScore W4283794303C121332964 @default.
- W4283794303 hasConceptScore W4283794303C127413603 @default.
- W4283794303 hasConceptScore W4283794303C144024400 @default.
- W4283794303 hasConceptScore W4283794303C154945302 @default.
- W4283794303 hasConceptScore W4283794303C177291462 @default.
- W4283794303 hasConceptScore W4283794303C185592680 @default.
- W4283794303 hasConceptScore W4283794303C201995342 @default.
- W4283794303 hasConceptScore W4283794303C2776145597 @default.
- W4283794303 hasConceptScore W4283794303C2776214188 @default.
- W4283794303 hasConceptScore W4283794303C2779662365 @default.
- W4283794303 hasConceptScore W4283794303C2780451532 @default.
- W4283794303 hasConceptScore W4283794303C28490314 @default.
- W4283794303 hasConceptScore W4283794303C41008148 @default.
- W4283794303 hasConceptScore W4283794303C46312422 @default.
- W4283794303 hasConceptScore W4283794303C55493867 @default.
- W4283794303 hasConceptScore W4283794303C62520636 @default.
- W4283794303 hasConceptScore W4283794303C63479239 @default.
- W4283794303 hasIssue "11" @default.
- W4283794303 hasLocation W42837943031 @default.
- W4283794303 hasOpenAccess W4283794303 @default.
- W4283794303 hasPrimaryLocation W42837943031 @default.
- W4283794303 hasRelatedWork W2350459145 @default.
- W4283794303 hasRelatedWork W2392569233 @default.
- W4283794303 hasRelatedWork W2583204727 @default.
- W4283794303 hasRelatedWork W2961085424 @default.
- W4283794303 hasRelatedWork W3046775127 @default.
- W4283794303 hasRelatedWork W4285260836 @default.
- W4283794303 hasRelatedWork W4286629047 @default.
- W4283794303 hasRelatedWork W4306321456 @default.
- W4283794303 hasRelatedWork W4306674287 @default.
- W4283794303 hasRelatedWork W4224009465 @default.
- W4283794303 hasVolume "36" @default.
- W4283794303 isParatext "false" @default.
- W4283794303 isRetracted "false" @default.
- W4283794303 workType "article" @default.