Matches in SemOpenAlex for { <https://semopenalex.org/work/W3162999565> ?p ?o ?g. }
Showing items 1 to 90 of
90
with 100 items per page.
- W3162999565 abstract "To reveal the importance of temporal precision in ground truth audio event labels, we collected precise (∼0.1 sec resolution) strong labels for a portion of the AudioSet dataset. We devised a temporally-strong evaluation set (including explicit negatives of varying difficulty) and a small strong-labeled training subset of 67k clips (compared to the original dataset’s 1.8M clips labeled at 10 sec resolution). We show that fine-tuning with a mix of weak- and strongly-labeled data can substantially improve classifier performance, even when evaluated using only the original weak labels. For a ResNet-50 architecture, d′ on the strong evaluation data including explicit negatives improves from 1.13 to 1.39. The new labels are available as an update to AudioSet." @default.
- W3162999565 created "2021-05-24" @default.
- W3162999565 creator A5002282030 @default.
- W3162999565 creator A5006451413 @default.
- W3162999565 creator A5014428891 @default.
- W3162999565 creator A5025025113 @default.
- W3162999565 creator A5036544739 @default.
- W3162999565 creator A5055458377 @default.
- W3162999565 creator A5059222327 @default.
- W3162999565 date "2021-06-06" @default.
- W3162999565 modified "2023-09-24" @default.
- W3162999565 title "The Benefit of Temporally-Strong Labels in Audio Event Classification" @default.
- W3162999565 cites W2038484192 @default.
- W3162999565 cites W2194775991 @default.
- W3162999565 cites W2526050071 @default.
- W3162999565 cites W2565911560 @default.
- W3162999565 cites W2566935005 @default.
- W3162999565 cites W2577784528 @default.
- W3162999565 cites W2593116425 @default.
- W3162999565 cites W2771361008 @default.
- W3162999565 cites W2774116887 @default.
- W3162999565 cites W2775794021 @default.
- W3162999565 cites W2799258971 @default.
- W3162999565 cites W2959539607 @default.
- W3162999565 cites W2962843773 @default.
- W3162999565 cites W2963859210 @default.
- W3162999565 cites W2973109987 @default.
- W3162999565 cites W2982343573 @default.
- W3162999565 cites W3005033663 @default.
- W3162999565 cites W3021910945 @default.
- W3162999565 cites W3094550259 @default.
- W3162999565 doi "https://doi.org/10.1109/icassp39728.2021.9414579" @default.
- W3162999565 hasPublicationYear "2021" @default.
- W3162999565 type Work @default.
- W3162999565 sameAs 3162999565 @default.
- W3162999565 citedByCount "20" @default.
- W3162999565 countsByYear W31629995652021 @default.
- W3162999565 countsByYear W31629995652022 @default.
- W3162999565 countsByYear W31629995652023 @default.
- W3162999565 crossrefType "proceedings-article" @default.
- W3162999565 hasAuthorship W3162999565A5002282030 @default.
- W3162999565 hasAuthorship W3162999565A5006451413 @default.
- W3162999565 hasAuthorship W3162999565A5014428891 @default.
- W3162999565 hasAuthorship W3162999565A5025025113 @default.
- W3162999565 hasAuthorship W3162999565A5036544739 @default.
- W3162999565 hasAuthorship W3162999565A5055458377 @default.
- W3162999565 hasAuthorship W3162999565A5059222327 @default.
- W3162999565 hasBestOaLocation W31629995652 @default.
- W3162999565 hasConcept C121332964 @default.
- W3162999565 hasConcept C146849305 @default.
- W3162999565 hasConcept C153180895 @default.
- W3162999565 hasConcept C154945302 @default.
- W3162999565 hasConcept C2776145971 @default.
- W3162999565 hasConcept C2778739407 @default.
- W3162999565 hasConcept C2779662365 @default.
- W3162999565 hasConcept C28490314 @default.
- W3162999565 hasConcept C41008148 @default.
- W3162999565 hasConcept C51632099 @default.
- W3162999565 hasConcept C62520636 @default.
- W3162999565 hasConcept C95623464 @default.
- W3162999565 hasConceptScore W3162999565C121332964 @default.
- W3162999565 hasConceptScore W3162999565C146849305 @default.
- W3162999565 hasConceptScore W3162999565C153180895 @default.
- W3162999565 hasConceptScore W3162999565C154945302 @default.
- W3162999565 hasConceptScore W3162999565C2776145971 @default.
- W3162999565 hasConceptScore W3162999565C2778739407 @default.
- W3162999565 hasConceptScore W3162999565C2779662365 @default.
- W3162999565 hasConceptScore W3162999565C28490314 @default.
- W3162999565 hasConceptScore W3162999565C41008148 @default.
- W3162999565 hasConceptScore W3162999565C51632099 @default.
- W3162999565 hasConceptScore W3162999565C62520636 @default.
- W3162999565 hasConceptScore W3162999565C95623464 @default.
- W3162999565 hasLocation W31629995651 @default.
- W3162999565 hasLocation W31629995652 @default.
- W3162999565 hasOpenAccess W3162999565 @default.
- W3162999565 hasPrimaryLocation W31629995651 @default.
- W3162999565 hasRelatedWork W2033364610 @default.
- W3162999565 hasRelatedWork W2167582322 @default.
- W3162999565 hasRelatedWork W2169031860 @default.
- W3162999565 hasRelatedWork W2563096758 @default.
- W3162999565 hasRelatedWork W2742991909 @default.
- W3162999565 hasRelatedWork W2885323543 @default.
- W3162999565 hasRelatedWork W2972035100 @default.
- W3162999565 hasRelatedWork W3162999565 @default.
- W3162999565 hasRelatedWork W4386053843 @default.
- W3162999565 hasRelatedWork W3158004940 @default.
- W3162999565 isParatext "false" @default.
- W3162999565 isRetracted "false" @default.
- W3162999565 magId "3162999565" @default.
- W3162999565 workType "article" @default.