@inproceedings{nguyen-etal-2026-au, title = "{AU}-Harness: An Open-Source Toolkit for Efficient and Unified Evaluation of {A}udio{LLM}s", author = "Nguyen, Hoang H and Surapaneni, Sidharth and Suresh, Akshay Kalkunte and Mehta, Jash and Tiwari, Aman and Bamgbose, Oluwanifemi and Mahajan, Khyati and Shah, Jash and Radhakrishna, Shruthan and Madhusudhan, Sathwik Tejaswi and Yadav, Vikas and Rajeswar, Sai", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-emnlp.1338/", pages = "28360--28380", ISBN = "979-8-89176-462-0" }