arxiveess.AScs.AIcs.LGcs.SD2026-07-31
Stable Autoregressive Speech Generation with Low-Frame-Rate High-Dimensional Continuous Tokens
Balancing sequence length, representational capacity, and long-horizon stability is a central problem in autoregressive (AR) speech and audio generation. Representations with higher frame rates or greater capacity can preserve more signal detail, but they also make streaming gene…