177 citations · 214 across the 4 of their papers we have counts for
Showing 2016Show all
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cs.SD2016★ 35 cited
Acoustic scene classification using convolutional neural network and multiple-width frequency-delta data augmentation
Yoonchang Han, Kyogu Lee
In recent years, neural network approaches have shown superior performance to conventional hand-made features in numerous application areas. In particular, convolutional neural net…
cs.SD2016★ 177 cited
Deep convolutional neural networks for predominant instrument recognition in polyphonic music
Yoonchang Han, Jaehun Kim, Kyogu Lee
Identifying musical instruments in polyphonic music recordings is a challenging but important problem in the field of music information retrieval. It enables music search by instru…