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AV-DeepFake-Detection

Introduction

This repository contains the code for the paper "Utilizing Transitions to Locate Partially Manipulated Segments in Multimodal Audio-Visual Data" and the accompanying Master's Thesis "Leveraging Transitions for Detecting Fake Segments in Partially Manipulated Audio-Video Data: A Case Study using the AV-Deepfake 1M Corpus".

Model figures

Audio-only

Audio-only

Visual-only

Visual-only

Early fusion Multimodal

Early fusion

Late fusion Multimodal

Late fusion linear

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