Audio-Aware Decoding, a contrastive decoding method that uses silent audio as the no-context baseline, reduces object hallucination and improves accuracy across three large audio-language models.
The revolution of multimodal large language models: A survey,
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Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding
Audio-Aware Decoding, a contrastive decoding method that uses silent audio as the no-context baseline, reduces object hallucination and improves accuracy across three large audio-language models.