Jointly Detecting and Separating Singing Voice: A Multi-Task Approach

5 Apr 2018Daniel StollerSebastian EwertSimon Dixon

A main challenge in applying deep learning to music processing is the availability of training data. One potential solution is Multi-task Learning, in which the model also learns to solve related auxiliary tasks on additional datasets to exploit their correlation... (read more)

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