Speech Synthesis By Unrolling Diffusion Process using Neural Network Layers

Peter Ochieng

This work introduces UDPNet, a novel architecture designed to accelerate the reverse diffusion process in speech synthesis. Unlike traditional diffusion models that rely on timeste…