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What is Active Source Estimation in Music Separation about?

This technical report presents a new method called Active Source Estimation (ASE) for separating mixtures of musical sources from stereo recordings. ASE uses spatial cues and assumptions about musical source structure to separate mixtures where sources significantly overlap in time-frequency representations, which is often the case for music mixtures unlike speech mixtures. It introduces using partial source estimates from non-overlapping regions to estimate harmonic masks for each source, allowing determin

Author

eecs.northwestern.edu

Language

EN