The ultimate goal of audiovisual speech synthesis is to create a machine that is able to articulate human-like audiovisual speech from text. There has been much interest in producing such a system over the last few decades and current state-of-the-art systems can generate very realistic synthesised speech. This paper presents a broad overview of audiovisual speech synthesis and considers possible future directions.