Research Areas

• Domain-agnostic Machine Listening
• Deep Music Information Retrieval
• Neural Network Compression
• Explainable AI (XAI) in Room Acoustics
• Audio Signal Enhancement using AI
   

Teaching

• Fundamentals of media technology
• Audio Coding
• ASPAS
• Supervision of media projects, advanced seminars and theses
  List of topics for final theses
  
   

Publikationen

• Knowledge Transfer from Neural Networks for Speech Music Classification, 15th International Symposium on Computer Music Multidisciplinary Research, Tokyo Japan, 2021
• Analyzing the Potential of Pre-Trained Embeddings for Audio Classification Tasks, 27th European Signal Processing Conference (EUSIPCO), Amsterdam, The Netherlands, 2020
• Springer Handbook for Systematic Musicology, Chapter “Music Technology and Music Education”, Springer Verlag, 2018
• Parameter Extraction for Bass Guitar Sound Models Including Playing Styles, Proceedings of the 40th International Conference on Acoustics, Speech, and Signal Processing (ICASSP-15), 2015
• Automatic Tablature Transcription of Electric Guitar Recordings by Estimation of Score- and Instrument-Related Parameters, Proceedings of the 17th International Conference on - Digital Audio Effects (DAFx-14), 2014
• Parametrische Audiokodierung am Beispiel der E-Gitarre: Analyse, Transkription und Synthese, Akademiker Verlag, 2014