AutoMashup: Automatic Music Mashups Creation Article Swipe
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Marine Delabaere
,
Léa Miqueu
,
Michael R. Moreno
,
Gautier Bigois
,
Hoang Duong
,
Eugenia Fernandez
,
Flavie Manent
,
Maria Salgado-Herrera
,
Bastien Pasdeloup
,
Nicolas Farrugia
,
Axel Marmoret
·
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.48550/arxiv.2508.06516
· OA: W4414560665
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.48550/arxiv.2508.06516
· OA: W4414560665
We introduce AutoMashup, a system for automatic mashup creation based on source separation, music analysis, and compatibility estimation. We propose using COCOLA to assess compatibility between separated stems and investigate whether general-purpose pretrained audio models (CLAP and MERT) can support zero-shot estimation of track pair compatibility. Our results show that mashup compatibility is asymmetric -- it depends on the role assigned to each track (vocals or accompaniment) -- and that current embeddings fail to reproduce the perceptual coherence measured by COCOLA. These findings underline the limitations of general-purpose audio representations for compatibility estimation in mashup creation.
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