Keunwoo Choi
Keunwoo Choi
Spotify
Verified email at spotify.com - Homepage
TitleCited byYear
Convolutional Recurrent Neural Networks for Music Classification
K Choi, G Fazekas, M Sandler, K Cho
2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2017
1162017
Automatic Tagging Using Deep Convolutional Neural Networks
K Choi, G Fazekas, M Sandler
The 17th International Society of Music Information Retrieval Conference …, 2016
1142016
Transfer learning for music classification and regression tasks
K Choi, G Fazekas, M Sandler, K Cho
The 18th International Society of Music Information Retrieval (ISMIR …, 2017
502017
librosa 0.5. 0
B McFee, M McVicar, O Nieto, S Balke, C Thome, D Liang, E Battenberg, ...
Feb, 2017
312017
Text-based LSTM networks for Automatic Music Composition
K Choi, G Fazekas, M Sandler
1st Conference on Computer Simulation of Musical Creativity, Huddersfield, UK, 2016
272016
Kapre: On-GPU Audio Preprocessing Layers for a Quick Implementation of Deep Neural Network Models with Keras
K Choi, D Joo, J Kim
Machine Learning for Music Discovery Workshop at 34th International …, 2017
222017
A Tutorial on Deep Learning for Music Information Retrieval
K Choi, G Fazekas, K Cho, M Sandler
arXiv:1709.04396, 2017
212017
Explaining Deep Convolutional Neural Networks on Music Classification
K Choi, G Fazekas, M Sandler
http://arxiv.org/abs/1607.02444, 2016
172016
Auralisation of Deep Convolutional Neural Networks: Listening to Learned Features
K Choi, J Kim, G Fazekas, M Sandler
International Society of Music Information Retrieval (ISMIR), Late-Breaking …, 2015
162015
A Comparison of Audio Signal Preprocessing Methods for Deep Neural Networks on Music Tagging
K Choi, G Fazekas, K Cho, M Sandler
Proceedings of EUSIPCO 2018, 2018
112018
Binaural rendering method and apparatus for decoding multi channel audio
YJ Lee, JI Seo, JH Yoo, SK Beack, JM Sung, TJ Lee, KO Kang, JW Kim, ...
US Patent 9,319,819, 2016
102016
The Effects of Noisy Labels on Deep Convolutional Neural Networks for Music Tagging
K Choi, G Fazekas, K Cho, M Sandler
Transactions on Emerging Topics in Computational Intelligence, 10.1109/TETCI …, 2017
7*2017
Gaussian mixture model for singing voice separation from stereophonic music
M Kim, S Beack, K Choi, K Kang
Audio Engineering Society Conference: 43rd International Conference: Audio …, 2011
72011
Towards Playlist Generation Algorithms Using RNNs Trained on Within-Track Transitions
K Choi, G Fazekas, M Sandler
Workshop on Surprise, Opposition, and Obstruction in Adaptive and …, 2016
62016
DLR: Toward a deep learned rhythmic representation for music content analysis
Y Jeong, K Choi, H Jeong
arXiv preprint arXiv:1712.05119, 2017
32017
Understanding Music Playlists
K Choi, G Fazekas, M Sandler
Machine Learning for Music Discovery Workshop at the 32nd International …, 2015
32015
Multichannel Compatible Two-layer Speaker Array System
T Park, K Choi, J Seo, D Jang, K Kang, J Kim
3DSA, 2014
22014
A Study on the Notation of Jeongganbo Score using Extensible Markup Language (XML)
YJ Lee, K Choi, TJ Park, K Kang
The Journal of the Acoustical Society of Korea 32 (5), 446-453, 2013
22013
Trajectory sampling for computationally efficient reproduction of moving sound sources
N Hahn, K Choi, H Chung, KM Sung
Audio Engineering Society Convention 128, 2010
22010
Revisiting Singing Voice Detection: a Quantitative Review and the Future Outlook
K Lee, K Choi, J Nam
ISMIR 2018, 2018
12018
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Articles 1–20