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Automatic Tagging Using Deep Convolutional Neural Networks
- Keunwoo Choi, György Fazekas, M. Sandler
- Computer ScienceISMIR
- 1 June 2016
TLDR
Transfer Learning for Music Classification and Regression Tasks
- Keunwoo Choi, György Fazekas, M. Sandler, Kyunghyun Cho
- Computer ScienceISMIR
- 27 March 2017
TLDR
Convolutional recurrent neural networks for music classification
- Keunwoo Choi, György Fazekas, M. Sandler, Kyunghyun Cho
- Computer ScienceIEEE International Conference on Acoustics…
- 14 September 2016
TLDR
Text-based LSTM networks for Automatic Music Composition
- Keunwoo Choi, György Fazekas, M. Sandler
- Computer ScienceArXiv
- 18 April 2016
TLDR
A Tutorial on Deep Learning for Music Information Retrieval
- Keunwoo Choi, György Fazekas, Kyunghyun Cho, M. Sandler
- Computer ScienceArXiv
- 13 September 2017
TLDR
Kapre: On-GPU Audio Preprocessing Layers for a Quick Implementation of Deep Neural Network Models with Keras
- Keunwoo Choi, Deokjin Joo, Juho Kim
- Computer ScienceArXiv
- 19 June 2017
TLDR
Decoupling Magnitude and Phase Estimation with Deep ResUNet for Music Source Separation
- Qiuqiang Kong, Yin Cao, Haohe Liu, Keunwoo Choi, Yuxuan Wang
- Computer ScienceISMIR
- 12 September 2021
TLDR
Deep Unsupervised Drum Transcription
- Keunwoo Choi, Kyunghyun Cho
- Computer ScienceISMIR
- 9 June 2019
We introduce DrummerNet, a drum transcription system that is trained in an unsupervised manner. DrummerNet does not require any ground-truth transcription and, with the data-scalability of deep…
Deep Learning for Audio-Based Music Classification and Tagging: Teaching Computers to Distinguish Rock from Bach
- Juhan Nam, Keunwoo Choi, Jongpil Lee, Szu-Yu Chou, Yi-Hsuan Yang
- Computer ScienceIEEE Signal Processing Magazine
- 2019
TLDR
A Comparison of Audio Signal Preprocessing Methods for Deep Neural Networks on Music Tagging
- Keunwoo Choi, György Fazekas, Kyunghyun Cho, M. Sandler
- Computer Science26th European Signal Processing Conference…
- 6 September 2017
TLDR
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