Publications

Publications

  • Towards Proper Contrastive Self-supervised Learning Strategies for Music Audio Representation pdf presentation
    Jeong Choi, Seongwon Jang, Hyunsouk Cho and Sehee Chung 
    IEEE International Conference on Multimedia and Expo (ICME), 2022
  • FPAdaMetric: False-positive-aware Adaptive Metric Learning for Session-based Recommendation pdf
    Jongwon Jeong, Jeong Choi, Hyunsouk Cho and Sehee Chung 
    AAAI Conference on Artificial Intelligence, 2022
  • Prediction of User Listening Contexts for Music Playlists  pdf poster presentation
    Jeong Choi, Anis Khlif and Elena Epure 

    Workshop on NLP for Music and Audio, International Society for Music Information Retrieval Conference (ISMIR), 2020  
  • Zero-shot Learning for Audio-based Music Classification and Tagging  pdf Github presentation
    Jeong Choi, Jongpil Lee, Jiyoung Park, and Juhan Nam 
    International Society for Music Information Retrieval Conference (ISMIR), 2019

  • Zero-shot Learning and Knowledge Transfer in Music Classification and Tagging  pdf
    Jeong Choi, Jongpil Lee, Jiyoung Park, and Juhan Nam 
    Machine Learning for Music Discovery Workshop, International Conference on Machine Learning (ICML), 2019
  • MeloDraw: A System for Melodic Contour Search from Embedded Space Using Line Drawings  Link
    Jeong Choi, Chaelin Park, Halla Kim, Wonil Kim, and Juhan Nam
    International symposium on electronic art (ISEA), 2019

Projects

  • Music Auto-tagging System / Recommendation System (2021-2022)
    Research at NAVER
  • Representational Learning of Music Audio / Recommendation System (2020-2021)
    Research at NCSOFT
  • Music Playlist Captioning (2019)
    Research Internship at Deezer, Paris
  • Singing Voice Synthesis based on Tacotron Architecture (2018) [Link]
    Research Internship at Neosapience
  • ANNA: Automatic music composition experiment (2016) [Link]
    Project funded by the Korea government (Ministry of Science, ICT & Future Planning) in 2016.
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