GLaS-JEPA: Gaussian-Regularized Speech SSL without Engineered Prediction Targets.

arXiv:2609.37798v1 Announce Type: cross Abstract: Speech self-supervised learning aims to learn general-purpose representations for downstream speech tasks. However, current approaches rely on complex, carefully designed prediction targets. We challenge this n