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Keunwoo Choi
Keunwoo Choi
Gaudio Lab
Verified email at gaudiolab.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
4582017
Automatic Tagging Using Deep Convolutional Neural Networks
K Choi, G Fazekas, M Sandler
The 17th International Society of Music Information Retrieval Conference …, 2016
3222016
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
2042017
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
1072016
A Tutorial on Deep Learning for Music Information Retrieval
K Choi, G Fazekas, K Cho, M Sandler
arXiv:1709.04396, 2017
902017
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
702017
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
632018
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
61*2020
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
57*2017
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
482018
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
45*2017
Explaining Deep Convolutional Neural Networks on Music Classification
K Choi, G Fazekas, M Sandler
http://arxiv.org/abs/1607.02444, 2016
422016
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
412016
librosa/librosa: 0.7. 2
B McFee, V Lostanlen, M McVicar, A Metsai, S Balke, C Thomé, C Raffel, ...
Version 0.7 1, 2019
362019
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
262015
Revisiting Singing Voice Detection: a Quantitative Review and the Future Outlook
K Lee, K Choi, J Nam
ISMIR 2018, 2018
222018
librosa/librosa: 0.6. 3
B McFee, M McVicar, S Balke, C Thomé, C Raffel, D Lee, O Nieto, ...
URL: https://doi. org/10.5281/zenodo 2564164, 2019
212019
Deep Unsupervised Drum Transcription
K Choi, K Cho
The 20th International Society of Music Information Retrieval (ISMIR …, 2019
182019
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
142018
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
132021
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Articles 1–20