@article{preferenceasrapreferenceawaretestsetforb, title = {Preference-ASR: A Preference-Aware Test Set for Benchmarking ASR in the Era of Speech LLMs}, author = {Nithin Rao Koluguri and Sasha Meister and Nikolay Karpov and Piotr Zelasko and Desh Raj and Jagadeesh Balam and Boris Ginsburg}, year = {2026}, eprint = {2606.29534}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.29534}, }