Matches in SemOpenAlex for { <https://semopenalex.org/work/W2108474178> ?p ?o ?g. }
Showing items 1 to 71 of
71
with 100 items per page.
- W2108474178 abstract "Building models of the structure in musical signals raises the question of how to evaluate and compare different modeling approaches. One possibility is to use the model to impute deliberately removed patches of missing data, then to compare the model's predictions with the part that was removed. We analyze a corpus of popular music audio represented as beat-synchronous chroma features, and compare imputation based on simple linear prediction to more complex models including nearest neighbor selection and shift-invariant probabilistic latent component analysis. Simple linear models perform best according to Euclidean distance, despite producing stationary results which are not musically meaningful. We therefore investigate alternate evaluation measures and observe that an entropy difference metric correlates better with our expectations for musically consistent reconstructions. Under this measure, the best-performing imputation algorithm reconstructs masked sections by choosing the nearest neighbor to the surrounding observations within the song. This result is consistent with the large amount of repetition found in pop music." @default.
- W2108474178 created "2016-06-24" @default.
- W2108474178 creator A5009090985 @default.
- W2108474178 creator A5030581302 @default.
- W2108474178 creator A5055458377 @default.
- W2108474178 creator A5090030865 @default.
- W2108474178 date "2011-05-01" @default.
- W2108474178 modified "2023-10-16" @default.
- W2108474178 title "Evaluating music sequence models through missing data" @default.
- W2108474178 cites W1944894926 @default.
- W2108474178 cites W2097633388 @default.
- W2108474178 cites W2103028434 @default.
- W2108474178 cites W2111727455 @default.
- W2108474178 cites W2113526703 @default.
- W2108474178 cites W2154053567 @default.
- W2108474178 cites W2154473523 @default.
- W2108474178 cites W2293915843 @default.
- W2108474178 cites W2402362654 @default.
- W2108474178 cites W3100005116 @default.
- W2108474178 doi "https://doi.org/10.1109/icassp.2011.5946369" @default.
- W2108474178 hasPublicationYear "2011" @default.
- W2108474178 type Work @default.
- W2108474178 sameAs 2108474178 @default.
- W2108474178 citedByCount "4" @default.
- W2108474178 countsByYear W21084741782012 @default.
- W2108474178 countsByYear W21084741782013 @default.
- W2108474178 countsByYear W21084741782014 @default.
- W2108474178 crossrefType "proceedings-article" @default.
- W2108474178 hasAuthorship W2108474178A5009090985 @default.
- W2108474178 hasAuthorship W2108474178A5030581302 @default.
- W2108474178 hasAuthorship W2108474178A5055458377 @default.
- W2108474178 hasAuthorship W2108474178A5090030865 @default.
- W2108474178 hasBestOaLocation W21084741782 @default.
- W2108474178 hasConcept C113238511 @default.
- W2108474178 hasConcept C119857082 @default.
- W2108474178 hasConcept C120174047 @default.
- W2108474178 hasConcept C153180895 @default.
- W2108474178 hasConcept C154945302 @default.
- W2108474178 hasConcept C28490314 @default.
- W2108474178 hasConcept C41008148 @default.
- W2108474178 hasConcept C49937458 @default.
- W2108474178 hasConcept C58041806 @default.
- W2108474178 hasConcept C9357733 @default.
- W2108474178 hasConceptScore W2108474178C113238511 @default.
- W2108474178 hasConceptScore W2108474178C119857082 @default.
- W2108474178 hasConceptScore W2108474178C120174047 @default.
- W2108474178 hasConceptScore W2108474178C153180895 @default.
- W2108474178 hasConceptScore W2108474178C154945302 @default.
- W2108474178 hasConceptScore W2108474178C28490314 @default.
- W2108474178 hasConceptScore W2108474178C41008148 @default.
- W2108474178 hasConceptScore W2108474178C49937458 @default.
- W2108474178 hasConceptScore W2108474178C58041806 @default.
- W2108474178 hasConceptScore W2108474178C9357733 @default.
- W2108474178 hasLocation W21084741781 @default.
- W2108474178 hasLocation W21084741782 @default.
- W2108474178 hasOpenAccess W2108474178 @default.
- W2108474178 hasPrimaryLocation W21084741781 @default.
- W2108474178 hasRelatedWork W1902766772 @default.
- W2108474178 hasRelatedWork W2040058659 @default.
- W2108474178 hasRelatedWork W2048032698 @default.
- W2108474178 hasRelatedWork W2122904721 @default.
- W2108474178 hasRelatedWork W2125853438 @default.
- W2108474178 hasRelatedWork W2460065187 @default.
- W2108474178 hasRelatedWork W2590976943 @default.
- W2108474178 hasRelatedWork W2732638529 @default.
- W2108474178 hasRelatedWork W4207002424 @default.
- W2108474178 hasRelatedWork W4363649303 @default.
- W2108474178 isParatext "false" @default.
- W2108474178 isRetracted "false" @default.
- W2108474178 magId "2108474178" @default.
- W2108474178 workType "article" @default.