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Browsing Articles (Departament de Tecnologies de la Informació i les Comunicacions) by Author "Cabanas Molero, Pablo"

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Percussive/harmonic sound separation by non-negative matrix factorization with smoothness/sparseness constraints

Canadas Quesada, Francisco Jesus; Vera Candeas, Pedro; Ruiz Reyes, Nicolas; Carabias Orti, Julio J.; Cabanas Molero, Pablo (SpringerOpen, 2014)

In this paper, unsupervised learning is used to separate percussive and harmonic sounds from monaural non-vocal polyphonic signals. Our algorithm is based on a modified non-negative matrix factorization (NMF) procedure ...

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