GeneFace is an ICLR 2023 paper implementation that generates realistic talking face videos from audio. It uses neural radiance fields (NeRF) architecture with deep learning to achieve lip synchronization and facial expressiveness from speech input. The system handles out-of-domain audio generalization and includes follow-up works MimicTalk for person-specific rendering and GeneFace++ for improved quality.