613 citations · 1.2k across the 47 of their papers we have counts for
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cs.SD2019★ 2 cited
Visualizing and Understanding Self-attention based Music Tagging
Minz Won, Sanghyuk Chun, Xavier Serra
Recently, we proposed a self-attention based music tagging model. Different from most of the conventional deep architectures in music information retrieval, which use stacked 3x3 f…
cs.SD2019★ 35 cited
Toward Interpretable Music Tagging with Self-Attention
Minz Won, Sanghyuk Chun, Xavier Serra
Self-attention is an attention mechanism that learns a representation by relating different positions in the sequence. The transformer, which is a sequence model solely based on se…