@inproceedings{luthra-etal-2026-spidr, title = "{S}pid{R}-Adapt: A Universal Speech Representation Model for Few-Shot Adaptation", author = "Luthra, Mahi and Shen, Jiayi and Poli, Maxime and Tandazo, Angelo Ortiz and Higuchi, Yosuke and Benchekroun, Youssef and Gleize, Martin and Saint-James, Charles-{\textbackslash}'Eric and Lin, Dongyan and Rust, Phillip and Villar-Corrales, Angel and Surya and Stark, Vanessa and Moritz, Rashel and Pino, Juan and LeCun, Yann and Dupoux, Emmanuel", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1325/", pages = "28705--28728", ISBN = "979-8-89176-390-6" }