Taming wild horses with Essentia Music Extractor

Bogdanov, Dmitry; Porter, Alastair; Serra, Xavier

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dc.contributor.author	Bogdanov, Dmitry
dc.contributor.author	Porter, Alastair
dc.contributor.author	Serra, Xavier
dc.date.accessioned	2021-01-29T10:11:51Z
dc.date.available	2021-01-29T10:11:51Z
dc.date.issued	2015
dc.identifier.citation	Bogdanov D, Porter A, Serra X. Taming wild horses with Essentia Music Extractor. Paper presented at: The 16th International Society for Music Information Retrieval (ISMIR) Conference; 2015 Oct 26-30; Málaga, Spain.
dc.identifier.uri	http://hdl.handle.net/10230/46293
dc.description	Comunicació presentada a la 16th International Society for Music Information Retrieval (ISMIR) Conference, celebrada a Màlaga (Espanya) del 26 al 30 d'octubre de 2015.
dc.description.abstract	We overview the work done on automatic music audio description using the Essentia Music Extractor. We have successfully applied this tool to the analysis on a large scale in the AcousticBrainz project, in which we have been able to annotate over 3 million music recordings. We are challenged to constantly improve feature extraction algorithms and make our tools more useful for researchers. We reflect on the quality of our current data and identify how it can be improved in following versions to be in line with the essential goals of Music Information Retrieval of building final usable systems. We call on the community for help and contribution.
dc.format.mimetype	application/pdf
dc.language.iso	eng
dc.publisher	International Society for Music Information Retrieval (ISMIR)
dc.relation.ispartof	The 16th International Society for Music Information Retrieval (ISMIR) Conference; 2015 Oct 26-30; Málaga, Spain
dc.rights	© Dmitry Bogdanov, Alastair Porter, Xavier Serra. Licensed under a Creative Commons Attribution 4.0 International License (CC BY 4.0). Attribution: Dmitry Bogdanov, Alastair Porter, Xavier Serra. “Taming wild horses with Essentia Music Extractor”, 16th International Society for Music Information Retrieval Conference, 2015.
dc.rights.uri	https://creativecommons.org/licenses/by/4.0/
dc.title	Taming wild horses with Essentia Music Extractor
dc.type	info:eu-repo/semantics/conferenceObject
dc.rights.accessRights	info:eu-repo/semantics/openAccess
dc.type.version	info:eu-repo/semantics/publishedVersion