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Youji Liu

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نسخة أولية وصول مفتوح

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

Zhenhong Zhou, Xuanyue Zhao, Youji Liu وآخرون · 2026

Audio large language models (ALLMs) can reason about the content of audio recordings to perform complex tasks. However, these capabilities usually collapse in real-world environments when background noise and competing sources mix the target sound. Inspired by long-term memory in human listening, we propose Long-Term M …

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