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Frequency Domain-Based Detection of Generated Audio. (arXiv:2205.01806v1 [cs.SD])
Web: http://arxiv.org/abs/2205.01806
May 5, 2022, 1:10 a.m. | Emily R. Bartusiak, Edward J. Delp
cs.CV updates on arXiv.org arxiv.org
Attackers may manipulate audio with the intent of presenting falsified
reports, changing an opinion of a public figure, and winning influence and
power. The prevalence of inauthentic multimedia continues to rise, so it is
imperative to develop a set of tools that determines the legitimacy of media.
We present a method that analyzes audio signals to determine whether they
contain real human voices or fake human voices (i.e., voices generated by
neural acoustic and waveform models). Instead of analyzing the …
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