@inproceedings{shi-etal-2026-ultraeval, title = "{U}ltra{E}val-Audio: A Unified Framework for Comprehensive Evaluation of Audio Foundation Models", author = "Shi, Qundong and Zhou, Jie and Lin, Biyuan and Cui, Junbo and Zeng, Guoyang and Zhou, Yixuan and Wang, Ziyang and Liu, Xin and Luo, Zhen and Wang, Yudong and Liu, Zhiyuan", editor = "Durrett, Greg and Jian, Ping", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.56/", pages = "566--577", ISBN = "979-8-89176-392-0" }