Detecting Deepfake Audio by Modeling the Human Acoustic Tract
Schneier on Security
OCTOBER 3, 2022
This is interesting research : In this paper, we develop a new mechanism for detecting audio deepfakes using techniques from the field of articulatory phonetics. Specifically, we apply fluid dynamics to estimate the arrangement of the human vocal tract during speech generation and show that deepfakes often model impossible or highly-unlikely anatomical arrangements.