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

Chen, Wei-Chih et al.
arXiv (All) · Papers
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computation-and-languagesound
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. We adapt causal tracing to investigate the internal information flow of LALMs during audio comprehension. By conducting
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