I received my PhD (Doktor rer. nat.) in summer 2018. My main research focus is on creating tools that help (non-)experts to create and understand Machine Learning models.
My research topics are:
Artificial Emotional Intelligence; Social Signal Processing; Machine Learning; Explainable AI; Affective Computing; Human Computer Interaction,
With the tools developed at our lab we can help analyse affective and emotional reactions of people towards certain stimuli, e.g. advertisement videos, art installations, health-care applications and similar areas.
Our tools on Github (Open Source):
|NOVA: eXplainable Cooperative Machine Learning, Data Annotation and Analysis|| Github |
Open-Access Article at KI
|SSI: Real-time Social Signal Interpretation Framework||Github|
|emoVoice: Build your own real-time emotional speech recogniser||Github|
In case you are interested in a cooperation with our lab or a tutorial on our tools or want to know more details on how this can help you contact me at
Or check out my University Website