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E. AmeenudeenP

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Preprint Sep 2026

JASPER: Joint Audio and Speech Pre-trained Encoder Representations

Self-supervised learning (SSL) for speech and audio has largely progressed along separate tracks: speech models emphasise time-domain prediction, whereas audio representation learning has focused on time-frequency patterns. This separation creates a compatibility gap, limiting cross-domain generalization. In this work,...

Geeth George, E. AmeenudeenP, Hrishikesh H. Pillai et al. · 0 citations

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