Deep Learning and Synthetic Media. (arXiv:2205.05764v1 [cs.LG])

Web: http://arxiv.org/abs/2205.05764

Deep learning algorithms are rapidly changing the way in which audiovisual
media can be produced. Synthetic audiovisual media generated with deep learning
- often subsumed colloquially under the label "deepfakes" - have a number of
impressive characteristics; they are increasingly trivial to produce, and can
be indistinguishable from real sounds and images recorded with a sensor. Much
attention has been dedicated to ethical concerns raised by this technological
development. Here, I focus instead on a set of issues related to …

arxiv deep deep learning learning media synthetic media