2021

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Learning a cross-domain embedding space of vocal and mixed audio with a structure-preserving triplet loss
Keunhyoung Luke Kim | Jongpil Lee | Sangeun Kum | Juhan Nam
Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021

2020

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Metric learning vs classification for disentangled music representation learning
Jongpil Lee | Nicholas J. Bryan | Justin Salamon | Zeyu Jin | Juhan Nam
Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020, Montreal, Canada, October 11-16, 2020

2019

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A Cross-Scape Plot Representation for Visualizing Symbolic Melodic Similarity
Saebyul Park | Taegyun Kwon | Jongpil Lee | Jeounghoon Kim | Juhan Nam
Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4-8, 2019

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Zero-shot Learning for Audio-based Music Classification and Tagging
Jeong Choi | Jongpil Lee | Jiyoung Park | Juhan Nam
Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4-8, 2019

2018

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Representation Learning of Music Using Artist Labels
Jiyoung Park | Jongpil Lee | Jangyeon Park | Jung-Woo Ha | Juhan Nam
Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018, Paris, France, September 23-27, 2018

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