Please use this identifier to cite or link to this item: https://hdl.handle.net/10953/2194
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dc.contributor.authorCabañas-Molero, Pablo Antonio-
dc.contributor.authorMuñoz-Montoro, Antonio Jesús-
dc.contributor.authorVera-Candeas, Pedro-
dc.contributor.authorRanilla, José-
dc.date.accessioned2024-02-07T00:38:49Z-
dc.date.available2024-02-07T00:38:49Z-
dc.date.issued2023-04-06-
dc.identifier.citationCabañas-Molero, P., Muñoz-Montoro, A.J., Vera-Candeas, P. et al. The music demixing machine: toward real-time remixing of classical music. J Supercomput 79, 14342–14357 (2023). https://doi.org/10.1007/s11227-023-05192-5es_ES
dc.identifier.issn0920-8542es_ES
dc.identifier.other10.1007/s11227-023-05192-5es_ES
dc.identifier.uri-es_ES
dc.identifier.urihttps://hdl.handle.net/10953/2194-
dc.description.abstractClassical music, unlike popular music, is usually recorded live with close microphone techniques. For this reason, isolated tracks are not available to create the final mixture/stream, and so the mixing process requires greater effort. Source separation methods are a potential solution to this problem. However, current algorithms are not fast enough to yield real-time separation in professional setups with dozens of microphones and sources. In this paper, we propose a fast approach consisting of a panning-based multichannel non-negative matrix factorization model to separate classical music. We tested the system on real professional recordings, where we were able to reach real-time with very low latency and promising quality.es_ES
dc.description.sponsorshipFunding for open access publishing: Universidad de Jaén/CBUA. This work was supported in part by the Regional Government of Andalucia under the “Proyectos de I+D+i del Plan Andaluz de Investigacion, Desarrollo e Innovacion (PAIDI 2020)” Framework Programme through grant P18-TPJ-4864, and “Ministerio de Ciencia e Innovacion” of Spain under the projects PID2020-119082RB-C21,C22.es_ES
dc.language.isoenges_ES
dc.publisherSpringeres_ES
dc.relation.ispartofJournal of Supercomputing 79, 14342–14357 (2023)es_ES
dc.rightsCC0 1.0 Universal*
dc.rights.urihttp://creativecommons.org/publicdomain/zero/1.0/*
dc.subjectClassical musices_ES
dc.subjectHigh performance computinges_ES
dc.subjectMultichannel NMFes_ES
dc.subjectMusic source separationes_ES
dc.subjectReal timees_ES
dc.titleThe music demixing machine: toward real-time remixing of classical musices_ES
dc.typeinfo:eu-repo/semantics/articlees_ES
dc.subject.udc621.39es_ES
dc.rights.accessRightsinfo:eu-repo/semantics/openAccesses_ES
dc.type.versioninfo:eu-repo/semantics/publishedVersiones_ES
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