AI-Generated Characters: Putting Deepfakes to Good Use
Valdemar Danry, Joanne Leong, Pat Pataranutaporn, Pulkit Tandon, Yimeng Liu, Roy Shilkrot, Parinya Punpongsanon, Tsachy Weissman, Pattie Maes, Misha Sra
2022CHI Conference on Human Factors in Computing Systems Extended Abstracts28 citationsDOIOpen Access PDF
Abstract
AI generated characters, i.e., realistic renderings of human faces, voices, and mannerisms that appear authentic to a human being [7] are made possible through advancements in generative machine learning. In addition to character creation, neural networks have recently also been used for the hyper-realistic synthesis and modification of prose, images, audio, and video data.
Topics & Concepts
Character (mathematics)Generative grammarComputer scienceArtificial intelligenceArtificial neural networkCharacter recognitionNatural language processingDeep learningImage (mathematics)MathematicsGeometryGenerative Adversarial Networks and Image SynthesisMultimodal Machine Learning ApplicationsHuman Motion and Animation