Why Cross-Attention Breaks in Diffusion-Based TTS — And Three Ways to Fix It

A deep dive into phoneme alignment, the early-timestep failure problem, and LARoPE Speech Synthesis · Deep Learning · Positional Encoding · 2026 Building a text-to-speech system with a diffusion mode