Xiao-Tao Liang

LIFT-SE: Linguistic Inference Followed by Flow Transformation for Generative Speech Enhancement

Generative speech enhancement (SE) is prone to linguistic hallucination when semantic constraint is unreliable under severe noise and reverberation. Moreover, approaches that generate discrete codec tokens are bounded by the quantization error of the codec decoder, regardless of token-prediction accuracy. We propose LI...