Author

Samir Sadok

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Jul 2026

InsideSSL: Understanding Self-Supervised Speech Representations using a Model-Centric Perspective

This work establishes a task-agnostic analysis from three intrinsic per-layer perspectives: compression, geometry, and robustness to perturbations, and introduces the cross-layer Generative Compatibility Matrix (GCM) to evaluate functional transferability.

Samir Sadok, Xavier Alameda-Pineda · arXiv.org · 1 citation