2 papers
cs.CL2026
Frustratingly Easy Data Augmentation for Low-Resource ASR
Katsumi Ibaraki, David Chiang
This paper introduces three self-contained data augmentation methods for low-resource Automatic Speech Recognition (ASR). Our techniques first generate novel text--using gloss-base…
cs.CL2025
Using Source-Side Confidence Estimation for Reliable Translation into Unfamiliar Languages
Kenneth J. Sible, David Chiang
We present an interactive machine translation (MT) system designed for users who are not proficient in the target language. It aims to improve trustworthiness and explainability by…