Navigating the Reality Gap: On-Device Continual Adaptation of ASR for Clinical Telephony 事件

Navigating the Reality Gap: On-Device Continual Adaptation of ASR for Clinical Telephony arXiv:2512.16401v5 Announce Type: replace Abstract: Automatic Speech Recognition (ASR) can significantly reduce documentation burden in clinical workflows, but standard models degrade sharply in real-world telephony settings where noisy audio, dialectal variation, and strict data residency constraints prevent cloud-based adaptation. We study this "reality gap" using Gram Vaani: a telephonic Hindi corpus spa