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Adversarial Unsupervised Domain Adaptation for Harmonic-Percussive Source Separation
(Institute of Electrical and Electronics Engineers, 2020)
This paper addresses the problem of domain adaptation for the task of music source separation. Using datasets from two different domains, we compare the performance of a deep learning-based harmonic-percussive source ...
Pitch-informed instrument assignment using a deep convolutional network with multiple kernel shapes
(International Society for Music Information Retrieval, 2021-11-09)
This paper proposes a deep convolutional neural network for performing note-level instrument assignment. Given a polyphonic multi-instrumental music signal along with its ground truth or predicted notes, the objective is ...