audio deepfake detection 1explainable AI 1lightweight CNN 1linear prediction 1robustness to post-processing 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.SD2026
Explainable-by-Design Audio Deepfake Detection via Wiener-Hopf Linear Prediction
Mattia Tamiazzo, Simone Milani, Massimo Iuliani +1
The paper introduces a lightweight, explainable audio deepfake detector that uses Wiener‑Hopf linear prediction combined with a 2D CNN, achieving competitive accuracy with lower co…
eess.IV2025
ForeSpeed: A real-world video dataset of CCTV cameras with different settings for vehicle speed estimation
Massimo Iuliani, Blake Sawyer, Marco Fontani +2
The need to estimate the speed of road vehicles has become increasingly important in the field of video forensics, particularly with the widespread deployment of CCTV cameras world…