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

Others

• Tutorial on Few-Shot and Zero-Shot Learning for Music Information Retrieval gitbook
  Yu Wang, Hugo Flores García, Jeong Choi
  International Society for Music Information Retrieval Conference (ISMIR), 2022

Projects

• Video Recommendation System (Naver TV / NOW) (2022~)
  Research at NAVER

• Music Audio Embedding / Tagging System (2021)
  Research at NAVER

• Representational Learning of Music Audio / Music 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.