@inproceedings{patil-etal-2026-frozen, title = "What Frozen Speech Embeddings Reveal About Audio Deepfake Detection Difficulty", author = "Patil, Yashas Harshad and Rawat, Krish and Shanbhag, Anup", editor = {Chen, Nancy F. and Chen, Yiming and Gao, Xiaoxue and Li, Haizhou and Schuller, Bj{\"o}rn and Sisman, Berrak and Yue, Xianghu}, booktitle = "Proceedings of the Workshop on Secure, Safe, and Privacy-Preserving Speech and Audio {AI} ({T}rust{A}udio 2026)", month = nov, year = "2026", address = "Hengqin, Zhuhai, China", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.trustaudio-1.1/", pages = "1--10", ISBN = "979-8-89176-452-1" }