Deepfake content creation pipeline. (a) Training phase: two face auto-encoders with one identical encoder and two specific decoders are trained under the supervision of face reconstruction loss and (b) Inference phase: feed forward the source face to the encoder and employ the target person’s decoder to produce the fake face.