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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Semi-supervised learning using teacher-student models for vocal melody extraction
Sangeun Kum | Jing-Hua Lin | Li Su | Juhan Nam
Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020, Montreal, Canada, October 11-16, 2020

2016

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Melody Extraction on Vocal Segments Using Multi-Column Deep Neural Networks
Sangeun Kum | Changheun Oh | Juhan Nam
Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016, New York City, United States, August 7-11, 2016

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