Xize Cheng

LAMAR-Bench: Evaluating Long-Form and Multi-Audio Understanding and Reasoning

Audio-language models increasingly process long recordings and multiple audio inputs, requiring fine-grained acoustic understanding, cross-audio reasoning, and decisions under goals and constraints. Existing benchmarks cover these requirements unevenly, while answer accuracy can...