Search Results for author: Emily R. Bartusiak

Found 6 papers, 0 papers with code

Transformer-Based Speech Synthesizer Attribution in an Open Set Scenario

no code implementations14 Oct 2022 Emily R. Bartusiak, Edward J. Delp

In other words, we consider some speech synthesizers to be "known" synthesizers (i. e., part of the closed set) and others to be "unknown" synthesizers (i. e., part of the open set).

Attribute Misinformation +2

Frequency Domain-Based Detection of Generated Audio

no code implementations3 May 2022 Emily R. Bartusiak, Edward J. Delp

Attackers may manipulate audio with the intent of presenting falsified reports, changing an opinion of a public figure, and winning influence and power.

Splicing Detection and Localization In Satellite Imagery Using Conditional GANs

no code implementations3 May 2022 Emily R. Bartusiak, Sri Kalyan Yarlagadda, David Güera, Paolo Bestagini, Stefano Tubaro, Fengqing M. Zhu, Edward J. Delp

In this paper, we describe the use of a Conditional Generative Adversarial Network (cGAN) to identify the presence of such spliced forgeries within satellite images.

Generative Adversarial Network Image Manipulation

Synthesized Speech Detection Using Convolutional Transformer-Based Spectrogram Analysis

no code implementations3 May 2022 Emily R. Bartusiak, Edward J. Delp

Synthesized speech is common today due to the prevalence of virtual assistants, easy-to-use tools for generating and modifying speech signals, and remote work practices.

An Overview of Recent Work in Media Forensics: Methods and Threats

no code implementations26 Apr 2022 Kratika Bhagtani, Amit Kumar Singh Yadav, Emily R. Bartusiak, Ziyue Xiang, Ruiting Shao, Sriram Baireddy, Edward J. Delp

In this paper, we review recent work in media forensics for digital images, video, audio (specifically speech), and documents.

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