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cs.IR2025
From Generation to Attribution: Music AI Agent Architectures for the Post-Streaming Era
Wonil Kim, Hyeongseok Wi, Seungsoon Park +12
Generative AI is reshaping music creation, but its rapid growth exposes structural gaps in attribution, rights management, and economic models. Unlike past media shifts, from live…
cs.SD2025★ 1 cited
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…
cs.SD2025
LAV: Audio-Driven Dynamic Visual Generation with Neural Compression and StyleGAN2
Jongmin Jung, Dasaem Jeong
This paper introduces LAV (Latent Audio-Visual), a system that integrates EnCodec's neural audio compression with StyleGAN2's generative capabilities to produce visually dynamic ou…