2 papers
eess.AS2026
Depth through recurrence: Looped transformers for flow-matching TTS
Jiabao Ai, Peng Han, Yuchen Song +1
We study how to organize Transformer depth through recurrence in flow-matching text-to-speech, varying the amount, order, and placement of weight reuse. Seven layouts perform 18 bl…
eess.AS2026
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…