Deepfakes are simple to make. A simple overview of the artificial intelligence (AI) behind deepfakes: Generative Adversarial Networks (GANs), Encoder-decoder pairs and First-Order Motion Models.

During the training phase, the decoder has access both to the attention vector produced by the encoder and the expected outcome (e.g., the translated string).