AI RESEARCH
WASIL: In-the-Wild Arabic Spoken Interactions with LLMs
arXiv CS.CL
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ArXi:2605.16364v1 Announce Type: cross Large Language Models (LLMs) voice assistants are commonly built as cascaded Automatic Speech recognition (ASR) to LLM systems, where recognition errors can distort user intent. Dislikes may also arise from ambiguous, out-of-domain, or non-request turns, making it hard to isolate ASR effects.