FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2981730001> ?p ?o ?g. }

• W2981730001 abstract "Audio source separation is the process of separating a mixture (e.g. a pop band recording) into isolated sounds from individual sources (e.g. just the lead vocals). Deep learning models are the state-of-the-art in source separation, given that the mixture to be separated is similar to the mixtures the deep model was trained on. This requires the end user to know enough about each model's training to select the correct model for a given audio mixture. In this work, we automate selection of the appropriate model for an audio mixture. We present a confidence measure that does not require ground truth to estimate separation quality, given a deep model and audio mixture. We use this confidence measure to automatically select the model output with the best predicted separation quality. We compare our confidence-based ensemble approach to using individual models with no selection, to an oracle that always selects the best model and to a random model selector. Results show our confidence-based ensemble significantly outperforms the random ensemble over general mixtures and approaches oracle performance for music mixtures." @default.
• W2981730001 created "2019-11-01" @default.
• W2981730001 creator A5023673004 @default.
• W2981730001 creator A5027406828 @default.
• W2981730001 creator A5060080064 @default.
• W2981730001 date "2019-10-23" @default.
• W2981730001 modified "2023-09-27" @default.
• W2981730001 title "Model selection for deep audio source separation via clustering analysis." @default.
• W2981730001 cites W1522301498 @default.
• W2981730001 cites W1580780811 @default.
• W2981730001 cites W1987971958 @default.
• W2981730001 cites W2038484192 @default.
• W2981730001 cites W2048741136 @default.
• W2981730001 cites W2062710265 @default.
• W2981730001 cites W2132030416 @default.
• W2981730001 cites W2221409856 @default.
• W2981730001 cites W2403680808 @default.
• W2981730001 cites W2531327146 @default.
• W2981730001 cites W2552071709 @default.
• W2981730001 cites W2737498590 @default.
• W2981730001 cites W2771189179 @default.
• W2981730001 cites W2771361008 @default.
• W2981730001 cites W2786712888 @default.
• W2981730001 cites W2888839658 @default.
• W2981730001 cites W2891405874 @default.
• W2981730001 cites W2898656847 @default.
• W2981730001 cites W2902541609 @default.
• W2981730001 cites W2963853675 @default.
• W2981730001 cites W2964058413 @default.
• W2981730001 cites W2964237233 @default.
• W2981730001 hasPublicationYear "2019" @default.
• W2981730001 type Work @default.
• W2981730001 sameAs 2981730001 @default.
• W2981730001 citedByCount "1" @default.
• W2981730001 countsByYear W29817300012020 @default.
• W2981730001 crossrefType "posted-content" @default.
• W2981730001 hasAuthorship W2981730001A5023673004 @default.
• W2981730001 hasAuthorship W2981730001A5027406828 @default.
• W2981730001 hasAuthorship W2981730001A5060080064 @default.
• W2981730001 hasConcept C108583219 @default.
• W2981730001 hasConcept C111472728 @default.
• W2981730001 hasConcept C115903868 @default.
• W2981730001 hasConcept C119857082 @default.
• W2981730001 hasConcept C119898033 @default.
• W2981730001 hasConcept C124101348 @default.
• W2981730001 hasConcept C138885662 @default.
• W2981730001 hasConcept C146849305 @default.
• W2981730001 hasConcept C153180895 @default.
• W2981730001 hasConcept C154945302 @default.
• W2981730001 hasConcept C2776061190 @default.
• W2981730001 hasConcept C2776864781 @default.
• W2981730001 hasConcept C2779530757 @default.
• W2981730001 hasConcept C2780009758 @default.
• W2981730001 hasConcept C28490314 @default.
• W2981730001 hasConcept C41008148 @default.
• W2981730001 hasConcept C55166926 @default.
• W2981730001 hasConcept C61224824 @default.
• W2981730001 hasConcept C73555534 @default.
• W2981730001 hasConcept C81917197 @default.
• W2981730001 hasConcept C93959086 @default.
• W2981730001 hasConceptScore W2981730001C108583219 @default.
• W2981730001 hasConceptScore W2981730001C111472728 @default.
• W2981730001 hasConceptScore W2981730001C115903868 @default.
• W2981730001 hasConceptScore W2981730001C119857082 @default.
• W2981730001 hasConceptScore W2981730001C119898033 @default.
• W2981730001 hasConceptScore W2981730001C124101348 @default.
• W2981730001 hasConceptScore W2981730001C138885662 @default.
• W2981730001 hasConceptScore W2981730001C146849305 @default.
• W2981730001 hasConceptScore W2981730001C153180895 @default.
• W2981730001 hasConceptScore W2981730001C154945302 @default.
• W2981730001 hasConceptScore W2981730001C2776061190 @default.
• W2981730001 hasConceptScore W2981730001C2776864781 @default.
• W2981730001 hasConceptScore W2981730001C2779530757 @default.
• W2981730001 hasConceptScore W2981730001C2780009758 @default.
• W2981730001 hasConceptScore W2981730001C28490314 @default.
• W2981730001 hasConceptScore W2981730001C41008148 @default.
• W2981730001 hasConceptScore W2981730001C55166926 @default.
• W2981730001 hasConceptScore W2981730001C61224824 @default.
• W2981730001 hasConceptScore W2981730001C73555534 @default.
• W2981730001 hasConceptScore W2981730001C81917197 @default.
• W2981730001 hasConceptScore W2981730001C93959086 @default.
• W2981730001 hasLocation W29817300011 @default.
• W2981730001 hasOpenAccess W2981730001 @default.
• W2981730001 hasPrimaryLocation W29817300011 @default.
• W2981730001 hasRelatedWork W1508831424 @default.
• W2981730001 hasRelatedWork W1716320828 @default.
• W2981730001 hasRelatedWork W2029643675 @default.
• W2981730001 hasRelatedWork W2105579768 @default.
• W2981730001 hasRelatedWork W2140523188 @default.
• W2981730001 hasRelatedWork W2144379022 @default.
• W2981730001 hasRelatedWork W2581476068 @default.
• W2981730001 hasRelatedWork W2739299403 @default.
• W2981730001 hasRelatedWork W2792246598 @default.
• W2981730001 hasRelatedWork W2998087200 @default.
• W2981730001 hasRelatedWork W2998196025 @default.
• W2981730001 hasRelatedWork W3003904868 @default.
• W2981730001 hasRelatedWork W3029430646 @default.
• W2981730001 hasRelatedWork W3067142014 @default.
• W2981730001 hasRelatedWork W3092083846 @default.
• W2981730001 hasRelatedWork W3120180120 @default.

• next