Raúl Santos-Rodriguez

Learning to separate vocals from polyphonic mixtures via ensemble methods and structured output prediction

Separating the singing from a polyphonic mixed audio signal is a challenging but important task, with a wide range of applications across the music industry and music informatics research. Various methods have been devised over the years, ranging from Deep Learning approaches to dedicated ad hoc sol…