DriftAudio: Marginal Drifting for Distributional Post-Training of One-Step Text-to-Audio Generators

Xingyu Chen, Fei Ma, Sipei Zhao

Recent one-step text-to-audio (TTA) models substantially reduce inference cost, yet their generated distributions can still be improved through post-training. We propose DriftAudio…