DeepSpeak Dataset v1.0
Authors: name: Sarah Barrington; name: Matyas Bohacek; name: Hany Farid
Published: 2024-08-09 22:29:43

Abstract: We describe a large-scale dataset--{\em DeepSpeak}--of real and deepfake
footage of people talking and gesturing in front of their webcams. The real
videos in this first version of the dataset consist of 9 hours of footage
from 220 diverse individuals. Constituting more than 25 hours of footage, the
fake videos consist of a range of different state-of-the-art face-swap and
lip-sync deepfakes with natural and AI-generated voices. We expect to release
future versions of this dataset with different and updated deepfake
technologies. This dataset is made freely available for research and
non-commercial uses; requests for commercial use will be considered.