Tobias Raichle

TEST-TIME ADAPTATION FOR SPEECH ENHANCEMENT VIA MASK POLARIZATION

Adapting speech enhancement (SE) models to unseen environments is crucial for practical deployments, yet test-time adaptation (TTA) for SE remains largely under-explored due to a lack of understanding of how SE models degrade under domain shifts. We observe that mask-based SE models lose confidence…