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

Gaspard Botté, Séverin Baroudi, Samir Sadok +5

Speech self-supervised learning aims to learn general-purpose representations for downstream speech tasks. However, current approaches rely on complex, carefully designed predictio…