2 papers
cs.SD2026
Contrastive Regularization for Accent-Robust ASR
Van-Phat Thai, Aradhya Dhruv, Duc-Thinh Pham +1
ASR systems based on self-supervised acoustic pretraining and CTC fine-tuning achieve strong performance on native speech but remain sensitive to accent variability. We investigate…
cs.CL2026
Safety-Oriented Evaluation of Language Understanding Systems for Air Traffic Control
Yujing Chang, Yash Guleria, Duc-Thinh Pham +4
Air Traffic Control (ATC) is a safety-critical domain in which incorrect interpretation of instructions may lead to severe operational consequences. While large language models (LL…