2024

• Nested Music Transformer: Sequentially Decoding Compound Tokens in Symbolic Music and Audio Generation
  • Jiwoo Ryu, Hao-Wen Dong, Jongmin Jung, and Dasaem Jeong
  • Proceedings of 25th International Society for Music Information Retrieval Conference (ISMIR) (accepted)
• Six Dragons Fly Again: Reviving 15th-Century Korean Court Music with Transformers and Novel Encoding
  • Danbinaerin Han, Mark Gotham, Dongmin Kim, Hannah Park, Sihun Lee, and Dasaem Jeong
  • Proceedings of 25th International Society for Music Information Retrieval Conference (ISMIR) (accepted)
• K-pop Lyric Translation: Dataset, Analysis, and Neural-Modelling
  • Haven Kim, Jongmin Jung, Dasaem Jeong, and Juhan Nam
  • Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING), [pdf]
• Enriching Music Descriptions With A Finetuned-LLM And Metadata For Text-to-music Retrieval
  • SeungHeon Doh, Minhee Lee, Dasaem Jeong, and Juhan Nam
  • Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), [pdf]

2023

• Finding Tori: Self-supervised Learning for Analyzing Korean Folk Song
  • Danbinaerin Han, Rafael Caro Repetto, and Dasaem Jeong
  • Proceedings of 24th International Society for Music Information Retrieval Conference (ISMIR) [arxiv], [code], [demo]
• Predicting Performance Difficulty from Piano Sheet Music Images
  • Pedro Ramoneda, Jose J. Valero-Mas, Dasaem Jeong, and Xavier Serra
  • Proceedings of 24th International Society for Music Information Retrieval Conference (ISMIR) [pdf]
• Combining Piano Performance Dimensions for Score Difficulty Classification
  • Pedro Ramoneda, Dasaem Jeong, Vsevolod Eremenko, Nazif Can Tamer, Marius Miron, Xavier Serra
  • Expert Systems with Applications [html]
• Aligning Incomplete Lyrics of Korean Folk Song Dataset using Whisper
  • Danbinaerin Han, Daewoong Kim, and Dasaem Jeong
  • Proceedings of 10th International Conference on Digital Libraries for Musicology (DLfM), [html]
• Annotator Subjectivity in the MusicCaps Dataset
  • Minhee Lee, Seungheon Doh and Dasaem Jeong
  • 2nd Workshop on Human-Centric Music Information Research (HCMIR23) [pdf]
• AutoOsu: Audio-Aware Action Generation for Rhythm Games
  • Sihun Lee and Dasaem Jeong
  • Late Breaking/Demo (LBD) of 24th International Society for Music Information Retrieval Conference (ISMIR) [pdf]
• Teaching Chorale Generation Model to Avoid Parallel Motions
  • Eunjin Choi, Hyerin Kim, Juhan Nam, and Dasaem Jeong
  • Proceedings of 16th International Symposium on Computer Music Multidisciplinary Research (CMMR) [pdf]
• Construction of Debiased Korean AI Fairytale Generator
  • Jiin An, Saetbyeol Leeyouk, Yewon Jang, and Dasaem Jeong
  • Journal of Digital Contents Society, Vol. 24, No. 7, pp. 1513-1528, 2023. [html]
• VirtuosoTune: Hierarchical Melody Language Model
  • Dasaem Jeong
  • IEIE Transactions on Smart Processing & Computing, Vol. 12, No. 4, pp. 329-333, 2023. [pdf]
• Reducing Latency of Neural Automatic Piano Transcription Models
  • Dasol Lee and Dasaem Jeong
  • The Journal of the Acoustical Society of Korea Volume 42 Issue 2, 2023. [html]
• Fantastic AI Sinawi: 심층신경망 기반 국악 선율 작곡을 활용한 시나위 창작 (Composing Korean Traditional Music using Deep Neural Network)
  • Hannah Park, Danbinaerin Han, Chaeryeong Oh, and Dasaem Jeong
  • Journal of Digital Contents Society, Vol. 24, No. 4, pp. 785-796, 2023. [html]
• A Study of Audio Mixing Methods for Piano Transcription in Violin-Piano Ensembles
  • Hyemi Kim, Jiyun Park, Taegyun Kwon, Dasaem Jeong, and Juhan Nam
  • Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023 [pdf]

2022

• Automatic Piano Fingering from Partially Annotated Scores Using Autoregressive Neural Networks
  • Pedro Ramoneda, Dasaem Jeong, Eita Nakamura, Xavier Serra, and Marius Miron
  • Proceddings of 30th ACM International Conference on Multimedia (MM’22), 2022, [pdf]