AutoMashup: Automatic Music Mashups Creation Article Swipe
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
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.48550/arxiv.2508.06516
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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- Type
- preprint
- Language
- en
- Landing Page
- http://arxiv.org/abs/2508.06516
- https://arxiv.org/pdf/2508.06516
- OA Status
- green
- OpenAlex ID
- https://openalex.org/W4414560665
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https://doi.org/10.48550/arxiv.2508.06516Digital Object Identifier
- Title
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AutoMashup: Automatic Music Mashups CreationWork title
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preprintOpenAlex work type
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enPrimary language
- Publication year
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2025Year of publication
- Publication date
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2025-07-30Full publication date if available
- Authors
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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 MarmoretList of authors in order
- Landing page
-
https://arxiv.org/abs/2508.06516Publisher landing page
- PDF URL
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https://arxiv.org/pdf/2508.06516Direct link to full text PDF
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YesWhether a free full text is available
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greenOpen access status per OpenAlex
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https://arxiv.org/pdf/2508.06516Direct OA link when available
- Cited by
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0Total citation count in OpenAlex
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