Keunwoo Choi
Keunwoo Choi
Spotify
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Title
Cited by
Cited by
Year
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
2472017
Automatic Tagging Using Deep Convolutional Neural Networks
K Choi, G Fazekas, M Sandler
The 17th International Society of Music Information Retrieval Conference …, 2016
1992016
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
1062017
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
592016
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
452017
A Tutorial on Deep Learning for Music Information Retrieval
K Choi, G Fazekas, K Cho, M Sandler
arXiv:1709.04396, 2017
402017
librosa 0.5. 0
B McFee, M McVicar, O Nieto, S Balke, C Thome, D Liang, E Battenberg, ...
Feb, 2017
382017
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
312016
Explaining Deep Convolutional Neural Networks on Music Classification
K Choi, G Fazekas, M Sandler
http://arxiv.org/abs/1607.02444, 2016
242016
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
232018
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
212015
librosa/librosa: 0.6. 1
B McFee, M McVicar, S Balke, C Thomé, C Raffel, D Lee, O Nieto, ...
Zenodo, 2018
182018
Deep learning for audio-based music classification and tagging: Teaching computers to distinguish rock from Bach
J Nam, K Choi, J Lee, SY Chou, YH Yang
IEEE Signal Processing Magazine 36 (1), 41-51, 2018
162018
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
16*2017
Revisiting Singing Voice Detection: a Quantitative Review and the Future Outlook
K Lee, K Choi, J Nam
ISMIR 2018, 2018
112018
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
102016
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
92011
Similarity measures for vocal-based drum sample retrieval using deep convolutional auto-encoders
A Mehrabi, K Choi, S Dixon, M Sandler
2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2018
82018
Method and apparatus for processing audio signal and audio playback system
JH Yoo, KW Choi, JI Seo, KO Kang
US Patent 9,154,879, 2015
62015
DLR: Toward a deep learned rhythmic representation for music content analysis
Y Jeong, K Choi, H Jeong
arXiv preprint arXiv:1712.05119, 2017
42017
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Articles 1–20