Preprint Open access
InterCorrect: Intersection-Aware Correction of Demographic Model Merging for Fair ASR
Automatic Speech Recognition (ASR) systems often show uneven performance across demographic groups, and errors can be especially difficult to address for speakers belonging to multiple demographic groups. This work studies demographic-aware model merging for fair Speech-LLM-based ASR. Starting from a SLAM-ASR-based mod …