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Minz Won
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The MTG-Jamendo dataset for automatic music tagging
D Bogdanov, M Won, P Tovstogan, A Porter, X Serra
Machine Learning for Music Discovery Workshop, ICML 2019, 2019
1482019
Evaluation of CNN-based Automatic Music Tagging Models
M Won, A Ferraro, D Bogdanov, X Serra
Proceedings of 17th Sound and Music Computing (SMC), 2020
1052020
Data-driven Harmonic Filters for Audio Representation Learning
M Won, S Chun, O Nieto, X Serra
ICASSP 2020, 2020
742020
Toward interpretable music tagging with self-attention
M Won, S Chun, X Serra
arXiv preprint arXiv:1906.04972, 2019
632019
Multimodal Metric Learning for Tag-based Music Retrieval
M Won, S Oramas, O Nieto, F Gouyon, X Serra
ICASSP 2021, 2020
482020
Semi-supervised Music Tagging Transformer
M Won, K Choi, X Serra
International Society for Music Information Retrieval (ISMIR), 2021
472021
SpecTNT: a time-frequency transformer for music audio
WT Lu, JC Wang, M Won, K Choi, X Song
International Society for Music Information Retrieval (ISMIR), 2021
332021
MediaEval 2019: Emotion and theme recognition in music using Jamendo
D Bogdanov, A Porter, P Tovstogan, M Won
Larson M, Hicks S, Constantin MG, Bischke B, Porter A, Zhao P, Lux M …, 2019
322019
Modeling beats and downbeats with a time-frequency transformer
YN Hung, JC Wang, X Song, WT Lu, M Won
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
272022
Transfer learning of artist group factors to musical genre classification
J Kim, M Won, X Serra, CCS Liem
Companion Proceedings of the The Web Conference 2018, 1929-1934, 2018
252018
Toward universal text-to-music retrieval
SH Doh, M Won, K Choi, J Nam
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
172023
Emotion Embedding Spaces for Matching Music to Stories
M Won, J Salamon, NJ Bryan, GJ Mysore, X Serra
International Society for Music Information Retrieval (ISMIR), 2021
162021
Mood Classification Using Listening Data
F Korzeniowski, O Nieto, M McCallum, M Won, S Oramas, E Schmidt
International Society for Music Information Retrieval (ISMIR), 2020
152020
Music Classification: Beyond Supervised Learning, Towards Real-world Applications
M Won, J Spijkervet, K Choi
ISMIR 2021 tutorial, 2021
132021
Towards seed-free music playlist generation: Enhancing collaborative filtering with playlist title information
J Kim, M Won, CCS Liem, A Hanjalic
Proceedings of the ACM Recommender Systems Challenge 2018, 1-6, 2018
132018
Automatic music tagging with harmonic cnn
M Won, S Chun, O Nieto Caballero, X Serra
International Society for Music Information Retrieval (ISMIR), 2019
112019
Jointist: Joint learning for multi-instrument transcription and its applications
KW Cheuk, K Choi, Q Kong, B Li, M Won, A Hung, JC Wang, ...
arXiv preprint arXiv:2206.10805, 2022
72022
Visualizing and Understanding Self-attention based Music Tagging
M Won, S Chun, X Serra
Machine Learning for Music Discovery Workshop, ICML 2019, 2019
72019
The Song Describer Dataset: A corpus of audio captions for music-and-language evaluation
I Manco, B Weck, S Doh, M Won, Y Zhang, D Bodganov, Y Wu, K Chen, ...
arXiv preprint arXiv:2311.10057, 2023
62023
Song describer: a platform for collecting textual descriptions of music recordings
I Manco, B Weck, P Tovstogan, M Won, D Bogdanov
Proceedings of the 23nd International Society for Music Information …, 2022
52022
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