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You-Ji Liu

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#artificial intelligence Preprint Sep 2026

Long-Term Memory-Guided Enhancement for Target Perception in Audio-Language Models

Inspired by long-term memory in human listening, Long-Term Memory-Guided Audio Enhancement (LTM-AE) is proposed to improve selective target perception by refining the audio representations of ALLMs without training to improve selective target perception.

Zhenhong Zhou, Xuan-Yue Zhao, You-Ji Liu et al. · 0 citations

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