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CoJEPA: Combining Contrastive Learning and JEPA for Global-Local Music Representations

Meseguer-Brocal, Gabriel et al.
arXiv (All) · Papers
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artificial-intelligenceaudio-and-speech-processingmachine-learningsignal-processingsound
Joint-Embedding Predictive Architecture (JEPA) has shown strong performance in learning rich representations through self-supervised prediction in latent space. However, it typically relies on teacher--student architecture with an EMA to stabilise training, and can tend to yield uninformative repres
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