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Improving audio retrieval through loudness profile categorization

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dc.contributor.author Parekh, Sanjeel
dc.contributor.author Font Corbera, Frederic
dc.contributor.author Serra, Xavier
dc.date.accessioned 2017-10-16T09:44:59Z
dc.date.available 2017-10-16T09:44:59Z
dc.date.issued 2016
dc.identifier.citation Parekh S, Font F, Serra X. Improving audio retrieval through loudness profile categorization. In: 2016 IEEE International Symposium on Multimedia; 2016 Dec 11-13; San Jose, CA. [New York]: IEEE; 2016. p. 565-8. DOI: 10.1109/ISM.2016.0123
dc.identifier.uri http://hdl.handle.net/10230/32950
dc.description Comunicació presentada al 2016 IEEE International Symposium on Multimedia, celebrat els dies 11 a 13 de desembre de 2016 a San José, Califòrnia.
dc.description.abstract The increasing popularity of audio content sharing in online platforms requires the development of techniques to better organize and retrieve this data. In this paper we look at how to improve similarity search through content categorization in the context of Freesound, a popular online sound sharing site. We focus on organization based on morphological description. In particular, we propose to improve search results by incorporating information about query sound's loudness profile. This is performed within a thresholding based framework and can be generalized to structure information about the temporal evolution of other sound attributes. We perform a subjective evaluation to demonstrate the practical relevance of our method.
dc.format.mimetype application/pdf
dc.language.iso eng
dc.publisher Institute of Electrical and Electronics Engineers (IEEE)
dc.relation.ispartof 2016 IEEE International Symposium on Multimedia; 2016 Dec 11-13; San Jose, CA. [New York]: IEEE; 2016. p. 565-8.
dc.rights © 2016 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. The final published article can be found at http://dx.doi.org/10.1109/ISM.2016.0123
dc.title Improving audio retrieval through loudness profile categorization
dc.type info:eu-repo/semantics/conferenceObject
dc.identifier.doi http://dx.doi.org/10.1109/ISM.2016.0123
dc.subject.keyword Freesound
dc.subject.keyword Audio similarity search
dc.subject.keyword Morphological description
dc.subject.keyword Retrieval
dc.rights.accessRights info:eu-repo/semantics/openAccess
dc.type.version info:eu-repo/semantics/acceptedVersion


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