The Last Mile of Deepfake Speech Detection: An Industry-Academia Experience Report

Anton Firc, Kamil Malinka, Vojtěch Staněk +2

Synthetic speech detection benchmarks now report sub-1% error rates on some in-domain evaluations, yet performance degrades under unseen attacks, channel mismatch, and distribution…