eess.AS · 2026-09-30 · No. 129

Audio and Speech Processing, 2026-09-30.

1 new papers in eess.AS. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

1 entries
  1. 01

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

    Gaspard Botté, Séverin Baroudi, Samir Sadok, Francesco Paissan, Thomas Hueber, Xavier Alameda-Pineda, Ricard Marxer,...

    eess.AS · cs.AI · cs.LG · cs.SD

    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 necessity with GLaS-JEPA, a framework that directly predicts the current encoder's continuous representations at masked positions, without contrastive learning, discrete targets, or separate EMA target encoders. We prevent representation...

    arxiv.org/abs/2609.37798 · PDF

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