Encoder layers in speech enhancement models maintain noise-invariant representations while decoder layers adapt strongly to degradation, with the pattern consistent across architectures and degradation types.
Layer-wise analysis of a self-supervised speech repre- sentation model
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Where Does Speech Enhancement Adapt? Probing Study Under Controlled Degradation
Encoder layers in speech enhancement models maintain noise-invariant representations while decoder layers adapt strongly to degradation, with the pattern consistent across architectures and degradation types.