Articulatory speech synthesis offers a wide range of possibilities to control certain aspects of the speech to be synthesized. A great advantage is the independence from corpora, i.e. you can synthesize speech that has not been previously recorded. In this talk, I will first give an overview of an articulatory speech synthesizer for German, briefly pointing out the differences with respect to concatenative speech synthesis. The second part of my talk will be a presentation of ideas I am currently pursuing that make explicit use of the articulatory control feature in this kind of synthesis. There will be some examples of speaker-dependent variations (e.g. varying positions of certain articulators like the lips or the tongue as base for articulation) as well as an impression of paralinguistic phenomena such as breathiness in the voice and laughter. I am looking forward to receiving feedback and suggestions regarding these ideas.