LongAudioQA
Don't Just Listen, Try Planning: Graph-based Retrieval-Generation Agent for Long-form Audio Meeting Understanding
Quanwei Tang, Dong Zhang, Shoushan Li, Guodong Zhou · 2026-07-02
- Modality
- Audio & speech
- Data
- Real data
- Task · ground truth
- QA/Ret. · Ans.+Ev.+Time
- Scope
- Broader evaluation with memory demands
What it tests
- CECross-modal evidenceDirectly evaluated
- LELong-range evidenceDirectly evaluated
- SCState changesNot evaluated
- CFConflicting memoriesNot evaluated
- UQUnanswerable queriesNot evaluated
- MAMemory-grounded actionNot evaluated
- SPSpeaker trackingDirectly evaluated
- ACAcoustic-cue retentionDirectly evaluated
- RPRepair persistenceNot evaluated
Survey notes
Meeting QA tests factual, inferential, temporal, summarization and acoustic-aware understanding of provided recordings. It does not introduce a distinct retained-experience or memory-state evaluation.