3 papers
eess.AS2025
Generalizable Detection of Audio Deepfakes
Jose A. Lopez, Georg Stemmer, Héctor Cordourier Maruri
In this paper, we present our comprehensive study aimed at enhancing the generalization capabilities of audio deepfake detection models. We investigate the performance of various p…
cs.RO2024
Unsupervised Welding Defect Detection Using Audio And Video
Georg Stemmer, Jose A. Lopez, Juan A. Del Hoyo Ontiveros +3
In this work we explore the application of AI to robotic welding. Robotic welding is a widely used technology in many industries, but robots currently do not have the capability to…
cs.LG2024
Gradient Boosted Filters For Signal Processing
Jose A. Lopez, Georg Stemmer, Hector A. Cordourier
Gradient boosted decision trees have achieved remarkable success in several domains, particularly those that work with static tabular data. However, the application of gradient boo…