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Minz Won
Minz Won
Research Scientist, ByteDance
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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
502019
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
452020
Data-driven Harmonic Filters for Audio Representation Learning
M Won, S Chun, O Nieto, X Serra
ICASSP 2020, 2020
402020
Toward interpretable music tagging with self-attention
M Won, S Chun, X Serra
arXiv preprint arXiv:1906.04972, 2019
312019
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
242019
Multimodal Metric Learning for Tag-based Music Retrieval
M Won, S Oramas, O Nieto, F Gouyon, X Serra
ICASSP 2021, 2020
182020
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
162018
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
112020
Semi-supervised Music Tagging Transformer
M Won, K Choi, X Serra
International Society for Music Information Retrieval (ISMIR), 2021
102021
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
102018
MediaEval 2020: Emotion and Theme Recognition in Music Using Jamendo.
D Bogdanov, A Porter, P Tovstogan, M Won
MediaEval, 2020
92020
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
72021
Automatic music tagging with harmonic cnn
M Won, S Chun, O Nieto Caballero, X Serra
International Society for Music Information Retrieval (ISMIR), 2019
72019
Visualizing and Understanding Self-attention based Music Tagging
M Won, S Chun, X Serra
Machine Learning for Music Discovery Workshop, ICML 2019, 2019
52019
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
22022
Music Classification: Beyond Supervised Learning, Towards Real-world Applications
M Won, J Spijkervet, K Choi
ISMIR 2021 tutorial, 2021
22021
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
22021
Representation learning for music classification and retrieval: bridging the gap between natural language and music semantics
M Won
Universitat Pompeu Fabra, 2022
2022
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
2022
Single and Multi Column Neural Networks for Content-based Music Genre Recognition.
CW Kim, J Kim, K Kim, M Won
MediaEval, 2017
2017
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