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Keunwoo Choi
Keunwoo Choi
Prescient Design, Genentech
Verified email at gene.com - Homepage
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
6492017
Automatic Tagging Using Deep Convolutional Neural Networks
K Choi, G Fazekas, M Sandler
The 17th International Society of Music Information Retrieval Conference …, 2016
4392016
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
3022017
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
1462016
A Tutorial on Deep Learning for Music Information Retrieval
K Choi, G Fazekas, K Cho, M Sandler
arXiv:1709.04396, 2017
1342017
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
1292018
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
1012017
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
852018
librosa/librosa 0.8.0
B McFee, V Lostanlen, A Metsai, M McVicar, S Balke, C Thomé, C Raffel, ...
Moore, R. Bittner, S. Hidaka, Z. Wei, nullmightybofo, D. Herenú, F.-R …, 2020
822020
Decoupling Magnitude and Phase Estimation with Deep ResUNet for Music Source Separation
Q Kong, Y Cao, H Liu, K Choi, Y Wang
Proc. of International Society for Music Information Retrieval Conference …, 2021
812021
librosa 0.5. 0
B McFee, M McVicar, O Nieto, S Balke, C Thome, D Liang, E Battenberg, ...
Zenodo. URL: https://doi. org/10 5281, 2017
63*2017
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 …, 2018
60*2018
Explaining Deep Convolutional Neural Networks on Music Classification
K Choi, G Fazekas, M Sandler
http://arxiv.org/abs/1607.02444, 2016
582016
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
492016
Semi-supervised Music Tagging Transformer
M Won, K Choi, X Serra
Proc. of International Society for Music Information Retrieval Conference …, 2021
472021
librosa/librosa: 0.7. 2
B McFee, V Lostanlen, M McVicar, A Metsai, S Balke, C Thomé, C Raffel, ...
Zenodo, Jan 13, 2020
422020
Deep Unsupervised Drum Transcription
K Choi, K Cho
The 20th International Society of Music Information Retrieval (ISMIR …, 2019
352019
SpecTNT: a Time-Frequency Transformer for Music Audio
WT Lu, JC Wang, M Won, K Choi, X Song
Proc. of International Society for Music Information Retrieval Conference …, 2021
332021
Revisiting Singing Voice Detection: a Quantitative Review and the Future Outlook
K Lee, K Choi, J Nam
ISMIR 2018, 2018
322018
Foley Sound Synthesis at the DCASE 2023 Challenge
K Choi, J Im, L Heller, B McFee, K Imoto, Y Okamoto, M Lagrange, ...
Proceedings of the 8th Detection and Classification of Acoustic Scenes and …, 2023
302023
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Articles 1–20