Preprint
Aug 2026
Direct or Mediated? Task-Dependent Audio Information Routing in Large Audio Language Models
Large Audio Language Models (LALMs) have demonstrated strong performance across a wide range of audio understanding tasks. However, they are typically evaluated on single, coherent audio segments, leaving their behavior under less familiar input configurations underexplored. We study this issue through a controlled set...
Yizhou Zhang, Wangjin Zhou, Xin Gu et al.
· 1 citation