2026
Rethinking Flow and Diffusion Bridge Models for Speech Enhancement
AAAI 2026technical
Flow matching and diffusion bridge models have emerged as leading paradigms in generative speech enhancement, modeling stochastic processes between paired noisy and clean speech signals based on principles such as flow matching, score matching, and Schrödinger bridge. In this paper, we present a fra