Beyond Two-stage Diffusion TTS: Joint Structure and Content Refinement via Jump Diffusion

Jiabao Ai, Minghui Zhao, Anton Ragni

Diffusion and flow matching TTS faces a tension between discrete temporal structure and continuous spectral modeling. Two-stage models diffuse on fixed alignments, often collapsing…