IR
Anthology
Community
Juhan
Nam
2026
doi
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Raveform: A Dataset of Metrical and Functional Structure Annotations for EDM Tracks in DJ Mixes.
Taejun Kim
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Jongsoo Kim
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Hyungyu Kim
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Juhan Nam
Transactions of the International Society for Music Information Retrieval (TISMIR) 2026 Volume 9 Issue 1
2025
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Proceedings of the 26th International Society for Music Information Retrieval Conference, ISMIR 2025, Daejeon, South Korea, September 21-25, 2025
International Society for Music Information Retrieval Conference (ISMIR) 2025
doi
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PianoBind: A Multimodal Joint Embedding Model for Pop-piano Music.
Hayeon Bang
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Eunjin Choi
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Seungheon Doh
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Juhan Nam
Proceedings of the 26th International Society for Music Information Retrieval Conference, ISMIR 2025, Daejeon, South Korea, September 21-25, 2025
doi
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Predicting Flutist Onset Timing in Duet Performance: A Multimodal Analysis of Gesture and Breath Cues.
Jaeran Choi
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Taegyun Kwon
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Juhan Nam
Proceedings of the 26th International Society for Music Information Retrieval Conference, ISMIR 2025, Daejeon, South Korea, September 21-25, 2025
doi
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On the de-duplication of the Lakh MIDI dataset.
Eunjin Choi
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Hyerin Kim
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Jiwoo Ryu
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Juhan Nam
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Dasaem Jeong
Proceedings of the 26th International Society for Music Information Retrieval Conference, ISMIR 2025, Daejeon, South Korea, September 21-25, 2025
doi
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PianoVAM: A Multimodal Piano Performance Dataset.
Yonghyun Kim
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Junhyung Park
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Joonhyung Bae
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Kirak Kim
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Taegyun Kwon
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Alexander Lerch
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Juhan Nam
Proceedings of the 26th International Society for Music Information Retrieval Conference, ISMIR 2025, Daejeon, South Korea, September 21-25, 2025
doi
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Matchmaker: An Open-Source Library for Real-Time Piano Score Following and Systematic Evaluation.
Jiyun Park
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Carlos Eduardo Cancino-Chacón
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Suhit Chiruthapudi
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Juhan Nam
Proceedings of the 26th International Society for Music Information Retrieval Conference, ISMIR 2025, Daejeon, South Korea, September 21-25, 2025
2024
doi
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Music Discovery Dialogue Generation Using Human Intent Analysis and Large Language Models.
Seungheon Doh
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Keunwoo Choi
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Daeyong Kwon
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Taesoo Kim
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Juhan Nam
Proceedings of the 25th International Society for Music Information Retrieval Conference, ISMIR 2024, San Francisco, California, USA and Online, November 10-14, 2024.
doi
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Quantitative Analysis of Melodic Similarity in Music Copyright Infringement Cases.
Saebyul Park
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Halla Kim
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Jiye Jung
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Juyong Park
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Jeounghoon Kim
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Juhan Nam
Proceedings of the 25th International Society for Music Information Retrieval Conference, ISMIR 2024, San Francisco, California, USA and Online, November 10-14, 2024.
2023
doi
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Editorial for TISMIR Special Collection: Cultural Diversity in MIR Research.
Zhiyao Duan
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Peter van Kranenburg
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Juhan Nam
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Preeti Rao
Transactions of the International Society for Music Information Retrieval (TISMIR) 2023 Volume 6 Issue 1
doi
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LP-MusicCaps: LLM-Based Pseudo Music Captioning.
Seungheon Doh
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Keunwoo Choi
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Jongpil Lee
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Juhan Nam
Proceedings of the 24th International Society for Music Information Retrieval Conference, ISMIR 2023, Milan, Italy, November 5-9, 2023.
doi
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A Computational Evaluation Framework for Singable Lyric Translation.
Haven Kim
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Kento Watanabe
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Masataka Goto
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Juhan Nam
Proceedings of the 24th International Society for Music Information Retrieval Conference, ISMIR 2023, Milan, Italy, November 5-9, 2023.
2022
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YM2413-MDB: A Multi-Instrumental FM Video Game Music Dataset with Emotion Annotations.
Eunjin Choi
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Yoonjin Chung
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Seolhee Lee
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JongIk Jeon
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Taegyun Kwon
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Juhan Nam
Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022, Bengaluru, India, December 4-8, 2022
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Analysis and detection of singing techniques in repertoires of J-POP solo singers.
Yuya Yamamoto
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Juhan Nam
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Hiroko Terasawa
Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022, Bengaluru, India, December 4-8, 2022
2021
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Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021
International Society for Music Information Retrieval Conference (ISMIR) 2021
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EMOPIA: A Multi-Modal Pop Piano Dataset For Emotion Recognition and Emotion-based Music Generation.
Hsiao-Tzu Hung
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Joann Ching
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Seungheon Doh
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Nabin Kim
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Juhan Nam
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Yi-Hsuan Yang
Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 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
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Jongpil Lee
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Sangeun Kum
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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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A Computational Analysis of Real-World DJ Mixes using Mix-To-Track Subsequence Alignment.
Taejun Kim
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Minsuk Choi
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Evan Sacks
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Yi-Hsuan Yang
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Juhan Nam
Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020, Montreal, Canada, October 11-16, 2020
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Semi-supervised learning using teacher-student models for vocal melody extraction.
Sangeun Kum
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Jing-Hua Lin
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Li Su
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Juhan Nam
Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020, Montreal, Canada, October 11-16, 2020
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Polyphonic Piano Transcription Using Autoregressive Multi-State Note Model.
Taegyun Kwon
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Dasaem Jeong
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Juhan Nam
Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020, Montreal, Canada, October 11-16, 2020
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Metric learning vs classification for disentangled music representation learning.
Jongpil Lee
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Nicholas J. Bryan
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Justin Salamon
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Zeyu Jin
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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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Zero-shot Learning for Audio-based Music Classification and Tagging.
Jeong Choi
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Jongpil Lee
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Jiyoung Park
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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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VirtuosoNet: A Hierarchical RNN-based System for Modeling Expressive Piano Performance.
Dasaem Jeong
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Taegyun Kwon
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Yoojin Kim
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Kyogu Lee
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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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Learning a Joint Embedding Space of Monophonic and Mixed Music Signals for Singing Voice.
Kyungyun Lee
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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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A Cross-Scape Plot Representation for Visualizing Symbolic Melodic Similarity.
Saebyul Park
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Taegyun Kwon
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Jongpil Lee
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Jeounghoon Kim
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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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A Timbre-based Approach to Estimate Key Velocity from Polyphonic Piano Recordings.
Dasaem Jeong
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Taegyun Kwon
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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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Revisiting Singing Voice Detection: A quantitative review and the future outlook.
Kyungyun Lee
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Keunwoo Choi
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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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Representation Learning of Music Using Artist Labels.
Jiyoung Park
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Jongpil Lee
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Jangyeon Park
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Jung-Woo Ha
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Juhan Nam
Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018, Paris, France, September 23-27, 2018
2016
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Melody Extraction on Vocal Segments Using Multi-Column Deep Neural Networks.
Sangeun Kum
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Changheun Oh
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Juhan Nam
Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016, New York City, United States, August 7-11, 2016
2012
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Learning Sparse Feature Representations for Music Annotation and Retrieval.
Juhan Nam
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Jorge Herrera
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Malcolm Slaney
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Julius O. Smith III
Proceedings of the 13th International Society for Music Information Retrieval Conference, ISMIR 2012, Mosteiro S.Bento Da Vitória, Porto, Portugal, October 8-12, 2012
2011
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A Classification-Based Polyphonic Piano Transcription Approach Using Learned Feature Representations.
Juhan Nam
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Jiquan Ngiam
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Honglak Lee
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Malcolm Slaney
Proceedings of the 12th International Society for Music Information Retrieval Conference, ISMIR 2011, Miami, Florida, USA, October 24-28, 2011