2026
POSITION-INVARIANT FINE-TUNING OF SPEECH ENHANCEMENT MODELS WITH SELF-SUPERVISED SPEECH REPRESENTATIONS
ICASSP 2026poster
Integrating front-end speech enhancement (SE) models with self-supervised learning (SSL)-based speech models is effective for downstream tasks in noisy conditions. SE models are commonly fine-tuned using SSL representations with mean squared error (MSE) loss between enhanced and clean speech. Howeve…