一作ACL 2026Findings· Findings of ACL
Identifying and typifying demographic unfairness in phoneme-level embeddings of self-supervised speech recognition models
Felix Herron · Solange Rossato · Alexandre Allauzen · François Portet
摘要
Modern automatic speech recognition (ASR) systems have been observed to function better for certain speaker groups (SGs) than others, despite recent gains in overall performance. One potential impediment to progress towards fairer ASR is a more nuanced understanding of the types of modeling error...