Matches in SemOpenAlex for { <https://semopenalex.org/work/W2801162367> ?p ?o ?g. }
Showing items 1 to 85 of
85
with 100 items per page.
- W2801162367 abstract "We measure the effect of small amounts of systematic and random label noise caused by slightly misaligned ground truth labels in a fine grained audio signal labeling task. The task we choose to demonstrate these effects on is also known as framewise polyphonic transcription or note quantized multi-f0 estimation, and transforms a monaural audio signal into a sequence of note indicator labels. It will be shown that even slight misalignments have clearly apparent effects, demonstrating a great sensitivity of convolutional neural networks to label noise. The implications are clear: when using convolutional neural networks for fine grained audio signal labeling tasks, great care has to be taken to ensure that the annotations have precise timing, and are free from systematic or random error as much as possible - even small misalignments will have a noticeable impact." @default.
- W2801162367 created "2018-05-17" @default.
- W2801162367 creator A5003768123 @default.
- W2801162367 creator A5080859330 @default.
- W2801162367 date "2018-05-28" @default.
- W2801162367 modified "2023-09-27" @default.
- W2801162367 title "Investigating Label Noise Sensitivity of Convolutional Neural Networks for Fine Grained Audio Signal Labelling" @default.
- W2801162367 cites W1165382972 @default.
- W2801162367 cites W2110007838 @default.
- W2801162367 cites W2198584637 @default.
- W2801162367 cites W2593836007 @default.
- W2801162367 cites W2963096987 @default.
- W2801162367 cites W2963959597 @default.
- W2801162367 cites W3137695714 @default.
- W2801162367 cites W89231944 @default.
- W2801162367 hasPublicationYear "2018" @default.
- W2801162367 type Work @default.
- W2801162367 sameAs 2801162367 @default.
- W2801162367 citedByCount "0" @default.
- W2801162367 crossrefType "posted-content" @default.
- W2801162367 hasAuthorship W2801162367A5003768123 @default.
- W2801162367 hasAuthorship W2801162367A5080859330 @default.
- W2801162367 hasConcept C102894143 @default.
- W2801162367 hasConcept C115961682 @default.
- W2801162367 hasConcept C127413603 @default.
- W2801162367 hasConcept C13895895 @default.
- W2801162367 hasConcept C153180895 @default.
- W2801162367 hasConcept C154945302 @default.
- W2801162367 hasConcept C162324750 @default.
- W2801162367 hasConcept C187736073 @default.
- W2801162367 hasConcept C199360897 @default.
- W2801162367 hasConcept C21200559 @default.
- W2801162367 hasConcept C24326235 @default.
- W2801162367 hasConcept C2779843651 @default.
- W2801162367 hasConcept C2780451532 @default.
- W2801162367 hasConcept C28490314 @default.
- W2801162367 hasConcept C41008148 @default.
- W2801162367 hasConcept C64922751 @default.
- W2801162367 hasConcept C81363708 @default.
- W2801162367 hasConcept C99498987 @default.
- W2801162367 hasConceptScore W2801162367C102894143 @default.
- W2801162367 hasConceptScore W2801162367C115961682 @default.
- W2801162367 hasConceptScore W2801162367C127413603 @default.
- W2801162367 hasConceptScore W2801162367C13895895 @default.
- W2801162367 hasConceptScore W2801162367C153180895 @default.
- W2801162367 hasConceptScore W2801162367C154945302 @default.
- W2801162367 hasConceptScore W2801162367C162324750 @default.
- W2801162367 hasConceptScore W2801162367C187736073 @default.
- W2801162367 hasConceptScore W2801162367C199360897 @default.
- W2801162367 hasConceptScore W2801162367C21200559 @default.
- W2801162367 hasConceptScore W2801162367C24326235 @default.
- W2801162367 hasConceptScore W2801162367C2779843651 @default.
- W2801162367 hasConceptScore W2801162367C2780451532 @default.
- W2801162367 hasConceptScore W2801162367C28490314 @default.
- W2801162367 hasConceptScore W2801162367C41008148 @default.
- W2801162367 hasConceptScore W2801162367C64922751 @default.
- W2801162367 hasConceptScore W2801162367C81363708 @default.
- W2801162367 hasConceptScore W2801162367C99498987 @default.
- W2801162367 hasLocation W28011623671 @default.
- W2801162367 hasOpenAccess W2801162367 @default.
- W2801162367 hasPrimaryLocation W28011623671 @default.
- W2801162367 hasRelatedWork W2032572038 @default.
- W2801162367 hasRelatedWork W2264763718 @default.
- W2801162367 hasRelatedWork W2290318471 @default.
- W2801162367 hasRelatedWork W2397940721 @default.
- W2801162367 hasRelatedWork W2622954728 @default.
- W2801162367 hasRelatedWork W2797972631 @default.
- W2801162367 hasRelatedWork W2810843531 @default.
- W2801162367 hasRelatedWork W2888493875 @default.
- W2801162367 hasRelatedWork W2900801283 @default.
- W2801162367 hasRelatedWork W2996339284 @default.
- W2801162367 hasRelatedWork W3015641245 @default.
- W2801162367 hasRelatedWork W3015654783 @default.
- W2801162367 hasRelatedWork W3015785290 @default.
- W2801162367 hasRelatedWork W3091539257 @default.
- W2801162367 hasRelatedWork W3115053547 @default.
- W2801162367 hasRelatedWork W3124061379 @default.
- W2801162367 hasRelatedWork W3132136936 @default.
- W2801162367 hasRelatedWork W3135915893 @default.
- W2801162367 hasRelatedWork W3173382920 @default.
- W2801162367 hasRelatedWork W3199713199 @default.
- W2801162367 isParatext "false" @default.
- W2801162367 isRetracted "false" @default.
- W2801162367 magId "2801162367" @default.
- W2801162367 workType "article" @default.