Jaehun Kim

2025

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Quantize & Factorize: A fast yet effective unsupervised audio representation without deep learning.
Jaehun Kim|Matthew C. McCallum|Andreas F. Ehmann
Proceedings of the 26th International Society for Music Information Retrieval Conference, ISMIR 2025, Daejeon, South Korea, September 21-25, 2025

2024

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Towards Automated Personal Value Estimation in Song Lyrics.
Andrew M. Demetriou|Jaehun Kim|Sandy Manolios|Cynthia C. S. Liem
Proceedings of the 25th International Society for Music Information Retrieval Conference, ISMIR 2024, San Francisco, California, USA and Online, November 10-14, 2024.
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Transcription-Based Lyrics Embeddings: Simple Extraction of Effective Lyrics Embeddings From Audio.
Jaehun Kim|Florian Henkel|Camilo Landau|Samuel E. Sandberg|Andreas F. Ehmann
Proceedings of the 25th International Society for Music Information Retrieval Conference, ISMIR 2024, San Francisco, California, USA and Online, November 10-14, 2024.

2023

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Contrastive Learning for Cross-Modal Artist Retrieval.
Andres Ferraro|Jaehun Kim|Sergio Oramas|Andreas F. Ehmann|Fabien Gouyon
Proceedings of the 24th International Society for Music Information Retrieval Conference, ISMIR 2023, Milan, Italy, November 5-9, 2023.

2022

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The power of deep without going deep? A study of HDPGMM music representation learning.
Jaehun Kim|Cynthia C. S. Liem
Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022, Bengaluru, India, December 4-8, 2022

2021

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Increasing trust in complex machine learning systems: studies in the music domain.
Jaehun Kim
SIGIR Forum 2021 Volume 55 Issue 1

2020

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Butter Lyrics Over Hominy Grit: Comparing Audio and Psychology-Based Text Features in MIR Tasks.
Jaehun Kim|Andrew M. Demetriou|Sandy Manolios|Maria Stella Tavella|Cynthia C. S. Liem
Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020, Montreal, Canada, October 11-16, 2020

2018

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Transfer Learning of Artist Group Factors to Musical Genre Classification.
Jaehun Kim|Minz Won|Xavier Serra|Cynthia C. S. Liem
Companion Proceedings of the The Web Conference 2018, WWW 2018, Lyon , France, April 23-27, 2018