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20222026
most citedMultimodal Large Language Models with Fusion Low Rank Adaptation for Device Directed Speech Detection

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cs.SD2026

Mind the Accent Gap: British Accent Robustness in Speech-Driven Financial Voice Assistants

Aadam Haq, Oggi Rudovic, Malcolm Chadwick +5

AI voice assistants often use Automatic Speech Recognition (ASR) with LLM-based reasoning, yet existing systems struggle with regional British accents, including Scottish, Irish, a…