Titlebook: Audio Source Separation; Shoji Makino Book 2018 Springer International Publishing AG 2018 audio source separation methods.non-negative mat

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Single-Channel Audio Source Separation with NMF: Divergences, Constraints and Algorithms,ource separation, enhancement or transcription. This chapter reviews the fundamentals of NMF-based audio decomposition, in unsupervised and informed settings. We formulate NMF as an optimisation problem and discuss the choice of the measure of fit. We present the standard majorisation-minimisation s

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