Mitigating data replication in text-to-audio generative diffusion models through anti-memorization guidance

Francisco Messina, Francesca Ronchini, Luca Comanducci +2

A persistent challenge in generative audio models is data replication, where the model unintentionally generates parts of its training data during inference. In this work, we addre…