arxivcs.SDcs.AI2026-07-03
DETECT-3B-Omni is Agnostic of Content and Demographics
Nicolas M. Müller, Aditya Tirumala Bukkapatnam, Dominik Schnieders, Zohaib Ahmed
A trustworthy and GDPR-compliant deepfake audio detector must base its decisions on acoustic artifacts, not on what is being said or who is speaking. We present a large-scale study of semantic independence for Resemble AI's detector, DETECT-3B-Omni. Using 10,240 audio samples fro…