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Nathan Roll

1 accepted papers

2025

In-Context Learning Boosts Speech Recognition via Human-like Adaptation to Speakers and Language Varieties

EMNLP 2025

Human listeners readily adjust to unfamiliar speakers and language varieties through exposure, but do these adaptation benefits extend to state-of-the-art spoken language models (SLMs)? We introduce a scalable framework that allows for in-context learning (ICL) in Phi-4 Multimodal (Phi-4-MM) using i