In collaboration with the University of Stuttgart and the Fraunhofer Institute, we are developing voice-based human-machine interfaces that capture user and contextual information while driving. Using our technology, our voice assistant supports the researcher in the car and interacts with the drivers. In a subsequent phase, the AI system will be used for emotion recognition. This capability is expected to significantly enhance the in-vehicle user experience.