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How Contrastive Decoding Enhances Large Audio Language Models

Lin, Tzu-Quan et al.
arXiv (OAI Expanded) · Papers
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While Contrastive Decoding (CD) has been proposed to enhance Large Audio Language Models (LALMs), it has not been evaluated at scale, and the underlying mechanisms driving its success remain unclear. This study systematically evaluates four distinct CD strategies across diverse LALM architectures. W
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