一作ACL 2026Findings· Findings of ACL
Zero-Shot Context-Aware ASR for Diverse A rabic Varieties
Bashar Talafha · Amin Abu Alhassan · Muhammad Abdul-Mageed
摘要
Zero-shot ASR for Arabic remains challenging: while multilingual models perform well on Modern Standard Arabic (MSA), error rates rise sharply on dialectal and accented speech due to linguistic mismatch and scarce labeled data. We study \textit{context-aware} decoding as a lightweight test-time a...