72 citations · 86 across the 4 of their papers we have counts for
3 papers · 1 filter
InterCorrect: Intersection-Aware Correction of Demographic Model Merging for Fair ASR
Ashley E. Bravo-Bravo, Yuchen Zhang, Haralambos Mouratidis +2
Automatic Speech Recognition (ASR) systems often show uneven performance across demographic groups, and errors can be especially difficult to address for speakers belonging to mult…
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…
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…