Causal Tracing of Audio-Text Fusion in Large Audio Language Models

Wei-Chih Chen, Chien-yu Huang, Hung-yi Lee

Despite the strong performance of large audio language models (LALMs) in various tasks, exactly how and where they integrate acoustic features with textual context remains unclear.…