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

Zhenhong Zhou, Xuanyue Zhao, Youji Liu +4

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 environmen…