177 citations · 509 across the 26 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…
cs.SD2016★ 15 cited
A pairwise approach to simultaneous onset/offset detection for singing voice using correntropy
Sungkyun Chang, Kyogu Lee
In this paper, we propose a novelmethod to search for precise locations of paired note onset and offset in a singing voice signal. In comparison with the existing onset detection a…