Adaptive Perturbation Selection for Contrastive Audio Decoding

Aaron Isidore Grace, Zhouyuan Huo, Weiran Wang

Large audio-language models (LALMs) frequently hallucinate by overriding acoustic evidence with language priors. While contrastive decoding (CD) offers training-free mitigation, ex…