Auditing Protocol-Level Shortcuts in Large Audio Language Model Judges for Speech Evaluation

Joonyong Park, David M. Chan, Yuki Saito +1

Large audio-language models (LALMs) are increasingly used as automatic judges for speech evaluation. However, high agreement with human ratings does not guarantee that their verdic…