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arxiv:2408.05366

DeepSpeak Dataset v1.0

Published on Aug 9
· Submitted by matybohacek on Aug 15

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.

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The DeepSpeak dataset contains over 43 hours of real and deepfake footage of people talking and gesturing in front of their webcams. The source data was collected from a diverse set of participants in their natural environments and the deepfakes were generated using state-of-the-art open-source lip-sync and face-swap software. The dataset is available to the digital forensics research community via Hugging Face Datasets.

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Damn I thought they were getting into speech and got excited...

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