A contrastive music representation method, Leave-One-EquiVariant, keeps pitch and tempo information in separate embedding subspaces, improving key and tempo tasks without hurting tagging.
To- wards proper contrastive self-supervised learning strategies for music audio representation,
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Leave-One-EquiVariant: Alleviating invariance-related information loss in contrastive music representations
A contrastive music representation method, Leave-One-EquiVariant, keeps pitch and tempo information in separate embedding subspaces, improving key and tempo tasks without hurting tagging.