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cs.SD2026
Don't CLAP: Are Music-Text Models Bag-of-Words?
Yuan-Chiao Cheng, Alexander Lerch
Text-to-music systems are assessed on audio quality and on how faithfully the music follows its prompt, and the CLAP score, the cosine similarity between a music-text model's audio…
cs.SD2026
H2H Music Improv: A Communication Model and Audio-Visual Dataset for Music Improvisation
Aleksandra Teng Ma, Anthony Cammarota, Jiayi Wang +4
Current real-time AI improvisation systems lack the communication awareness human musicians rely on: rather than treating communication as a foundational algorithm design concern,…
cs.SD2026
FoleySet: A Multi-Level Human-Annotated Foley Sound Dataset
Sunshiyu Wang, Alexander Lerch
In audiovisual post-production, Foley refers to synchronous sound effects associated with human actions, such as footsteps, cloth rustle, and prop handling, that are recreated to m…