DriftTTS: Few-Step Text-to-Speech Without Distillation via Distribution-Matching Drift

Mohammad Nur Hossain Khan, Subrata Biswas, Bashima Islam

Few-step neural text-to-speech models often rely on short- ened diffusion or flow-matching schedules, or on distillation from pretrained multi-step teachers. To avoid these depen-…