作者位次 #5/10ACL 2026Findings· Findings of ACL
P lan RAG -Audio: Planning and Retrieval Augmented Generation for Long-form Audio Understanding
Masao Someki · Chien-yu Huang · Siddhant Arora · Samuele Cornell · Markus Müller · Nathan Susanj · Rupak Vignesh Swaminathan · Grant Strimel · Jing Liu · Shinji Watanabe
摘要
Long-form audio understanding poses significant challenges for large audio language models (LALMs) due to the extreme length of audio sequences and the need to reason over heterogeneous acoustic cues distributed over time, such as speech content, speaker identity, emotion, and sound events. To ad...