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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.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).
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.relation.ispartofJournal of Supercomputing 79, 14342–14357 (2023)es_ES
dc.rightsCC0 1.0 Universal*
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
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