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We introduce the Free Music Archive (FMA), an open and easily accessible dataset suitable for evaluating several tasks in MIR, a field concerned with browsing, searching, and organizing large music collections.
We introduce a convolutional recurrent neural network (CRNN) for music tagging.
SOTA for Music Classification on 20NEWS (using extra training data)
In this paper, we present a transfer learning approach for music classification and regression tasks.
While applications of transfer learning are common in the fields of computer vision and natural language processing, audio- and speech processing are surprisingly lacking readily available and transferable models.