Matches in SemOpenAlex for { <https://semopenalex.org/work/W4289288178> ?p ?o ?g. }
Showing items 1 to 51 of
51
with 100 items per page.
- W4289288178 abstract "We propose an efficient end-to-end convolutional neural network architecture, AclNet, for audio classification. When trained with our data augmentation and regularization, we achieved state-of-the-art performance on the ESC-50 corpus with 85:65% accuracy. Our network allows configurations such that memory and compute requirements are drastically reduced, and a tradeoff analysis of accuracy and complexity is presented. The analysis shows high accuracy at significantly reduced computational complexity compared to existing solutions. For example, a configuration with only 155k parameters and 49:3 million multiply-adds per second is 81:75%, exceeding human accuracy of 81:3%. This improved efficiency can enable always-on inference in energy-efficient platforms." @default.
- W4289288178 created "2022-08-02" @default.
- W4289288178 creator A5021816816 @default.
- W4289288178 creator A5060504432 @default.
- W4289288178 date "2018-11-15" @default.
- W4289288178 modified "2023-10-17" @default.
- W4289288178 title "AclNet: efficient end-to-end audio classification CNN" @default.
- W4289288178 doi "https://doi.org/10.48550/arxiv.1811.06669" @default.
- W4289288178 hasPublicationYear "2018" @default.
- W4289288178 type Work @default.
- W4289288178 citedByCount "0" @default.
- W4289288178 crossrefType "posted-content" @default.
- W4289288178 hasAuthorship W4289288178A5021816816 @default.
- W4289288178 hasAuthorship W4289288178A5060504432 @default.
- W4289288178 hasBestOaLocation W42892881781 @default.
- W4289288178 hasConcept C113775141 @default.
- W4289288178 hasConcept C11413529 @default.
- W4289288178 hasConcept C154945302 @default.
- W4289288178 hasConcept C179799912 @default.
- W4289288178 hasConcept C2776135515 @default.
- W4289288178 hasConcept C2776214188 @default.
- W4289288178 hasConcept C28490314 @default.
- W4289288178 hasConcept C41008148 @default.
- W4289288178 hasConcept C74296488 @default.
- W4289288178 hasConcept C81363708 @default.
- W4289288178 hasConceptScore W4289288178C113775141 @default.
- W4289288178 hasConceptScore W4289288178C11413529 @default.
- W4289288178 hasConceptScore W4289288178C154945302 @default.
- W4289288178 hasConceptScore W4289288178C179799912 @default.
- W4289288178 hasConceptScore W4289288178C2776135515 @default.
- W4289288178 hasConceptScore W4289288178C2776214188 @default.
- W4289288178 hasConceptScore W4289288178C28490314 @default.
- W4289288178 hasConceptScore W4289288178C41008148 @default.
- W4289288178 hasConceptScore W4289288178C74296488 @default.
- W4289288178 hasConceptScore W4289288178C81363708 @default.
- W4289288178 hasLocation W42892881781 @default.
- W4289288178 hasOpenAccess W4289288178 @default.
- W4289288178 hasPrimaryLocation W42892881781 @default.
- W4289288178 hasRelatedWork W3005273712 @default.
- W4289288178 hasRelatedWork W3022351289 @default.
- W4289288178 hasRelatedWork W3128854134 @default.
- W4289288178 hasRelatedWork W3151612890 @default.
- W4289288178 hasRelatedWork W3158956267 @default.
- W4289288178 hasRelatedWork W3184187848 @default.
- W4289288178 hasRelatedWork W3197304116 @default.
- W4289288178 hasRelatedWork W4241715658 @default.
- W4289288178 hasRelatedWork W4285757700 @default.
- W4289288178 hasRelatedWork W4287780544 @default.
- W4289288178 isParatext "false" @default.
- W4289288178 isRetracted "false" @default.
- W4289288178 workType "article" @default.