From Blind to Guided Audio Source Separation: How models and side information can improve the separation of sound

Emmanuel Vincent, Nancy Bertin, Rémi Gribonval, Frédéric Bimbot · IEEE Signal Processing Magazine · 2014

Audio is a domain where signal separation has long been considered as a fascinating objective, potentially offering a wide range of new possibilities and experiences in professional and personal contexts, by better taking advantage of audio material and finely analyzing complex acoustic scenes. It has thus always been a major area for research in signal separation and an exciting challenge for industrial applications.

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