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20242026
most citedDensity Adaptive Attention-based Speech Network: Enhancing Feature Understanding for Mental Health Disorders

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eess.AS2026

Soft Clustering Anchors for Self-Supervised Speech Representation Learning in Joint Embedding Prediction Architectures

Georgios Ioannides, Adrian Kieback, Judah Goldfeder +5

Joint Embedding Predictive Architectures (JEPA) offer a promising approach to self-supervised speech representation learning, but suffer from representation collapse without explic…