3 papers
cs.SD2026
Local Multimodal Music Alignment from Global Supervision
Irmak Bukey, Zachary Novack, Jongmin Jung +2
Understanding music requires understanding localized relationships across data modalities, e.g., how time in performance audio maps onto position in a score image. Yet supervision…
cs.SD2026
Rethinking Music Captioning with Music Metadata LLMs
Irmak Bukey, Zhepei Wang, Chris Donahue +1
Music captioning, or the task of generating a natural language description of music, is useful for both music understanding and controllable music generation. Training captioning m…
cs.SD2025
Unified Cross-modal Translation of Score Images, Symbolic Music, and Performance Audio
Jongmin Jung, Dongmin Kim, Sihun Lee +5
Music exists in various modalities, such as score images, symbolic scores, MIDI, and audio. Translations between each modality are established as core tasks of music information re…