2025
- U-MusT: A Unified Framework for Cross-modal Translation of Score Images, Symbolic Music, and Performance Audio
- Jongmin Jung, Dongmin Kim, Sihun Lee, Seola Cho, Hyungjoon So, Irmak Bukey, Chris Donahue, and Dasaem Jeong
- IEEE Transactions on Audio, Speech and Language Processing
- [IEEE] [GitHub] [bib]
- On the de-duplication of the Lakh MIDI dataset
- Eunjin Choi, Hyerin Kim, Jiwoo Ryu, Juhan Nam, and Dasaem Jeong
- Proceedings of the 26th International Society for Music Information Retrieval Conference (ISMIR)
- [ISMIR] [arXiv] [GitHub] [demo] [bib]
- WaveRoll: JavaScript Library for Comparative MIDI Piano-Roll Visualization
- Exploring Pansori Generation with ACE-Step
- Seola Cho, Minjun Kim, and Dasaem Jeong
- Late Breaking/Demo (LBD) of 26th International Society for Music Information Retrieval Conference (ISMIR)
- [ISMIR] [paper] [demo]
- ViolinDiff: Enhancing Expressive Violin Synthesis with Pitch Bend Conditioning
- Daewoong Kim, Hao-Wen Dong, and Dasaem Jeong
- Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
- [IEEE] [arXiv] [GitHub]
- On the automatic recognition of Jeongganbo music notation: dataset and approach
- DongMin Kim, Danbinaerin Han, Dasaem Jeong, and Jose J. Valero-Mas
- ACM Journal on Computing and Cultural Heritage (JOCCH)
- [ACM] [GitHub] [bib]
- Can Audio Reveal Music Performance Difficulty? Insights from the Piano Syllabus Dataset
- Pedro Ramoneda, Minhee Lee, Dasaem Jeong, Jose J. Valero-Mas, Xavier Serra
- IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP)
- [IEEE] [GitHub] [bib]
- LAV: Audio-Driven Dynamic Visual Generation with Neural Compression and StyleGAN2
- Jongmin Jung, and Dasaem Jeong
- 30th International Symposium on Electronic/Emerging Art (ISEA), Short Paper
- [arXiv] [YouTube]
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)
- [ISMIR] [arXiv] [GitHub] [bib]
- 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)
- 🎉 Best Paper Award (Top 3 among 123 papers) 🎉
- [ISMIR] [arXiv] [GitHub] [bib]
- MusicGen-Chord: Advancing Music Generation through Chord Progressions and Interactive Web-UI
- Jongmin Jung, Andreas Jansson, and Dasaem Jeong
- Late Breaking/Demo (LBD) of 25th International Society for Music Information Retrieval Conference (ISMIR)
- [ISMIR] [arXiv]
- Optical Music Recognition for Jeongganbo Notation of Korean Court Music
- Dongmin Kim, Danbinaerin Han, Jose Javier Valero-Mas and Dasaem Jeong
- Late Breaking/Demo (LBD) of 25th International Society for Music Information Retrieval Conference (ISMIR)
- [ISMIR]
- Towards Computational Analysis of Pansori Singing
- Sangheon Park, Danbinaerin Han, and Dasaem Jeong
- Late Breaking/Demo (LBD) of 25th International Society for Music Information Retrieval Conference (ISMIR)
- [ISMIR] [arXiv]
- Boundary Regression for Leitmotif Detection in Music Audio
- Sihun Lee and Dasaem Jeong
- Late Breaking/Demo (LBD) of 25th International Society for Music Information Retrieval Conference (ISMIR)
- [ISMIR] [GitHub]
- 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)
- [ACL] [GitHub]
- 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)
- [IEEE] [GitHub]
- Towards Efficient and Real-Time Piano Transcription Using Neural Autoregressive Models
- Taegyun Kwon, Dasaem Jeong, and Juhan Nam
- IEEE/ACM Transactions on Audio, Speech, and Language Processing
- [IEEE] [demo]
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] [GitHub] [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)
- [paper] [GitHub]
- 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
- [Elsevier] [GitHub]
- 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)
- [ACM] [GitHub]
- Annotator Subjectivity in the MusicCaps Dataset
- Minhee Lee, Seungheon Doh and Dasaem Jeong
- 2nd Workshop on Human-Centric Music Information Research (HCMIR23)
- [paper] [slides]
- 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)
- [ISMIR] [paper]
- 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)
- [Zenodo]
- 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.
- [paper] [KCI]
- VirtuosoTune: Hierarchical Melody Language Model
- Dasaem Jeong
- IEIE Transactions on Smart Processing & Computing, Vol. 12, No. 4, pp. 329-333, 2023.
- [paper] [GitHub]
- 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.
- [paper] [KCI]
- Fantastic AI Sinawi: Composing Korean Traditional Music Using Deep Neural Networks
- Hannah Park, Danbinaerin Han, Chaeryeong Oh, and Dasaem Jeong
- Journal of Digital Contents Society, Vol. 24, No. 4, pp. 785-796, 2023.
- The 23rd International Society for Music Information Retrieval Conference (ISMIR 2022) Music Program
- [ISMIR] [paper] [KCI] [YouTube]
- 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
- [IEEE] [arXiv]
2022
- Automatic Piano Fingering from Partially Annotated Scores Using Autoregressive Neural Networks
- Pedro Ramoneda, Dasaem Jeong, Eita Nakamura, Xavier Serra, and Marius Miron
- Proceedings of 30th ACM International Conference on Multimedia (MM'22), 2022
- [ACM] [paper]