UA-Bench: Benchmarking Large Audio-Language Models on Underwater Acoustic Recognition.

arXiv:2610.16942v1 Announce Type: cross Abstract: Large audio-language models (LALMs) are fast becoming a general interface to sound, yet how far their broad pretraining carries into specialized domains remains largely open. Vessel monitoring, maritime safety,