Long-Form Speech Translation through Segmentation with Finite-State Decoding Constraints on Large Language Models

Arya D. McCarthy, Hao Zhang, Shankar Kumar +2

One challenge in speech translation is that plenty of spoken content is long-form, but short units are necessary for obtaining high-quality translations. To address this mismatch,…