Wei Liu

EquilSE: Time-Invariant Generative Speech Enhancement via Equilibrium Matching

Diffusion- and flow-based generative models have achieved strong performance in speech enhancement, but they typically rely on an explicit time variable to specify the generation stage. Since the noisy speech condition provides a strong reference to the underlying clean speech, enhancement progress could be reflected b...