| 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 | 795 | 2017 |
| Automatic Tagging Using Deep Convolutional Neural Networks K Choi, G Fazekas, M Sandler The 17th International Society of Music Information Retrieval Conference …, 2016 | 513 | 2016 |
| 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 | 351 | 2017 |
| 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 | 176 | 2020 |
| 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 | 168 | 2016 |
| A Tutorial on Deep Learning for Music Information Retrieval K Choi, G Fazekas, K Cho, M Sandler arXiv:1709.04396, 2017 | 159 | 2017 |
| 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 | 153 | 2018 |
| 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 | 136 | 2021 |
| LP-MusicCaps: LLM-Based Pseudo Music Captioning SH Doh, K Choi, J Lee, J Nam The 24th International Society of Music Information Retrieval Conference …, 2023 | 128 | 2023 |
| 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 | 117 | 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 | 110 | 2018 |
| Explaining Deep Convolutional Neural Networks on Music Classification K Choi, G Fazekas, M Sandler http://arxiv.org/abs/1607.02444, 2016 | 75 | 2016 |
| 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 | 71* | 2018 |
| 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 | 69 | 2021 |
| librosa/librosa: 0.9. 2 B McFee, A Metsai, M McVicar, S Balke, C Thomé, C Raffel, F Zalkow, ... Zenodo, 2020 | 69 | 2020 |
| Semi-supervised Music Tagging Transformer M Won, K Choi, X Serra Proc. of International Society for Music Information Retrieval Conference …, 2021 | 65 | 2021 |
| librosa 0.5. 0 B McFee, M McVicar, O Nieto, S Balke, C Thome, D Liang, E Battenberg, ... Zenodo, 2017 | 63* | 2017 |
| 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 | 57* | 2023 |
| 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 | 52 | 2016 |
| mirdata: Software for Reproducible Usage of Datasets RM Bittner, M Fuentes, D Rubinstein, A Jansson, K Choi, T Kell The 20th International Society of Music Information Retrieval (ISMIR …, 2019 | 51 | 2019 |
George FazekasReader in Semantic Audio, Queen Mary University of LondonVerified email at qmul.ac.uk
