Yu-Chen Kuan

Non-autoregressive speech translation with understanding, translation, reordering and LLM-augmented correction

2026 · APSIPA Transactions on Signal and Information Processing

Non-autoregressive speech translation (NAR-ST) offers low latency through parallel decoding but often falls short of autoregressive (AR) systems in producing fluent and well-structured translations. The authors present UTRo-NAST, a novel NAR-ST framework that decomposes speech …