2 papers
cs.CL2026
Speak in Context: Multilingual ASR with Speech Context Alignment via Contrastive Learning
Yuchen Zhang, Haralambos Mouratidis, Ravi Shekhar
Automatic speech recognition (ASR) has benefited from advances in pretrained speech and language models, yet most systems remain constrained to monolingual settings and short, isol…
cs.CL2026
Language Family Matters: Evaluating LLM-Based ASR Across Linguistic Boundaries
Yuchen Zhang, Ravi Shekhar, Haralambos Mouratidis
Large Language Model (LLM)-powered Automatic Speech Recognition (ASR) systems achieve strong performance with limited resources by linking a frozen speech encoder to a pretrained L…