Duojia Li

MEANFLOWSE: ONE-STEP GENERATIVE SPEECH ENHANCEMENT VIA CONDITIONAL MEAN FLOW

Multistep inference is a bottleneck for real-time generative speech enhancement because flow- and diffusion-based systems learn an instantaneous velocity field and therefore rely on iterative ordinary differential equation (ODE) solvers. We introduce MeanFlowSE, a conditional generative model that l…