Matches in SemOpenAlex for { <https://semopenalex.org/work/W2084361004> ?p ?o ?g. }
Showing items 1 to 71 of
71
with 100 items per page.
- W2084361004 abstract "With the availability of large amount of audio tracks through a variety of sources and distribution channels, automatic music/speech classification becomes an indispensable tool in social audio websites and online audio communities. However, the accuracy of current acoustic-based low-level feature classification methods is still rather far from satisfaction. The discrepancy between the limited descriptive power of low-level features and the richness of high-level semantics perceived by the human brain has become the 'bottleneck' problem in audio signal analysis. In this paper, functional magnetic resonance imaging (fMRI) which monitors the human brain's response under the natural stimulus of music/speech listening is used as high-level features in the brain imaging space (BIS). We developed a computational framework to model the relationships between BIS features and low-level features in the training dataset with fMRI scans, predict BIS features of testing dataset without fMRI scans, and use the predicted BIS features for music/speech classification in the application stage. Experimental results demonstrated the significantly improved performance of music/speech classification via predicted BIS features than that via the original low-level features." @default.
- W2084361004 created "2016-06-24" @default.
- W2084361004 creator A5012529382 @default.
- W2084361004 creator A5017535979 @default.
- W2084361004 creator A5023538893 @default.
- W2084361004 creator A5026584447 @default.
- W2084361004 creator A5030799310 @default.
- W2084361004 creator A5032424732 @default.
- W2084361004 creator A5051926349 @default.
- W2084361004 date "2012-10-29" @default.
- W2084361004 modified "2023-10-16" @default.
- W2084361004 title "Music/speech classification using high-level features derived from fmri brain imaging" @default.
- W2084361004 cites W1968325683 @default.
- W2084361004 cites W1969409946 @default.
- W2084361004 cites W2043068384 @default.
- W2084361004 cites W2064863859 @default.
- W2084361004 cites W2119821739 @default.
- W2084361004 cites W2133824856 @default.
- W2084361004 cites W2134456465 @default.
- W2084361004 cites W2169738563 @default.
- W2084361004 doi "https://doi.org/10.1145/2393347.2396322" @default.
- W2084361004 hasPublicationYear "2012" @default.
- W2084361004 type Work @default.
- W2084361004 sameAs 2084361004 @default.
- W2084361004 citedByCount "13" @default.
- W2084361004 countsByYear W20843610042013 @default.
- W2084361004 countsByYear W20843610042014 @default.
- W2084361004 countsByYear W20843610042015 @default.
- W2084361004 countsByYear W20843610042016 @default.
- W2084361004 countsByYear W20843610042017 @default.
- W2084361004 countsByYear W20843610042019 @default.
- W2084361004 countsByYear W20843610042022 @default.
- W2084361004 crossrefType "proceedings-article" @default.
- W2084361004 hasAuthorship W2084361004A5012529382 @default.
- W2084361004 hasAuthorship W2084361004A5017535979 @default.
- W2084361004 hasAuthorship W2084361004A5023538893 @default.
- W2084361004 hasAuthorship W2084361004A5026584447 @default.
- W2084361004 hasAuthorship W2084361004A5030799310 @default.
- W2084361004 hasAuthorship W2084361004A5032424732 @default.
- W2084361004 hasAuthorship W2084361004A5051926349 @default.
- W2084361004 hasConcept C153180895 @default.
- W2084361004 hasConcept C154945302 @default.
- W2084361004 hasConcept C15744967 @default.
- W2084361004 hasConcept C169760540 @default.
- W2084361004 hasConcept C28490314 @default.
- W2084361004 hasConcept C41008148 @default.
- W2084361004 hasConcept C58693492 @default.
- W2084361004 hasConceptScore W2084361004C153180895 @default.
- W2084361004 hasConceptScore W2084361004C154945302 @default.
- W2084361004 hasConceptScore W2084361004C15744967 @default.
- W2084361004 hasConceptScore W2084361004C169760540 @default.
- W2084361004 hasConceptScore W2084361004C28490314 @default.
- W2084361004 hasConceptScore W2084361004C41008148 @default.
- W2084361004 hasConceptScore W2084361004C58693492 @default.
- W2084361004 hasLocation W20843610041 @default.
- W2084361004 hasOpenAccess W2084361004 @default.
- W2084361004 hasPrimaryLocation W20843610041 @default.
- W2084361004 hasRelatedWork W1978450727 @default.
- W2084361004 hasRelatedWork W2033914206 @default.
- W2084361004 hasRelatedWork W2146076056 @default.
- W2084361004 hasRelatedWork W2163831990 @default.
- W2084361004 hasRelatedWork W2368779261 @default.
- W2084361004 hasRelatedWork W2378160586 @default.
- W2084361004 hasRelatedWork W2794438528 @default.
- W2084361004 hasRelatedWork W2893763841 @default.
- W2084361004 hasRelatedWork W3003836766 @default.
- W2084361004 hasRelatedWork W3107474891 @default.
- W2084361004 isParatext "false" @default.
- W2084361004 isRetracted "false" @default.
- W2084361004 magId "2084361004" @default.
- W2084361004 workType "article" @default.