Research Interests
Signal Processing
Machine Learning
Computer Audition
Source Separation
Music Information Retrieval
Large Language Models
Affective Computing
Organisation
Data Chair: Audio-visual Emotion Challenge and Workshop (AVEC) 2019 (Nice, France)
Co-Organiser: ICMI EAT Challenge 2018 (Boulder, CO, USA)
Data Chair: Audio-visual Emotion Challenge and Workshop (AVEC) 2018 (Seoul, Korea)
Data Chair: Audio-visual Emotion Challenge and Workshop (AVEC) 2017 (Mountain View, CA, USA)
Programme Comittee
INTERSPEECH Conference 2019, 2020, 2021, 2022, 2023
SPECOM (International Conference on Speech and Computer) 2019, 2020, 2021, 2022
ISMIR (International Society for Music Information Retrieval Conference) 2020, 2021, 2022, 2023
ICASSP (International Conference on Acoustics, Speech, & Signal Processing) 2021, 2022, 2023, 2024
EMBC (International Conference of the IEEE Engineering in Medicine and Biology Society) 2021
ACII (International Conference on Affective Computing & Intelligent Interaction) 2022
ExVo (The ICML Expressive Vocalizations Workshop & Competition) 2022
Reviewing
IEEE Transactions on Affective Computing (since 2015)
IEEE Signal Processing Letters (since 2015)
IEEE Transactions on Cybernetics (since 2015)
IEEE Transactions on Neural Networks and Learning Systems (since 2016)
Elsevier Computer Speech & Language (since 2016)
Elsevier Knowledge-Based Systems (since 2017)
IOP Physiological Measurement (since 2020)
Elsevier Engineering Applications of Artificial Intelligence (since 2020)
Frontiers Physiology (since 2021)
IOP Measurement Science and Technology (since 2021)
Elsevier Neurocomputing (since 2021)
Journal of Sports Analytics (since 2021)
Language Resources and Evaluation (since 2021)
IEEE Signal Processing Magazine (since 2021)
IEEE Access (since 2021)
IOP Machine Learning: Science and Technology (since 2022)
Transactions of the International Society for Music Information Retrieval (TISMIR, since 2022)
Elsevier Pattern Recognition Letters (since 2022)
Teaching Activities
Wintersemester 2018/19: Speech Pathology (Übung, insgesamt 4 Stunden), Universität Augsburg
2018–2019: Seminar Computer Audition (Betreuung von Studierenden), Universität Augsburg
Sommersemester 2018: Music Informatics (Übung, insgesamt 4 Stunden), Universität Augsburg
Wintersemester 2017/18: Computational Intelligence (Praktikum, 4 SWS, insgesamt 56 Stunden), Universität Augsburg
Wintersemester 2017/18: Intelligent Signal Analysis in Medicine (Übung, insgesamt 4 Stunden), Universität Augsburg
Sommersemester 2015–2017: Intelligent Systems (Übung, 3 SWS, insgesamt 42 Stunden pro Semester), Universität Passau
Sommersemester 2015–2017: Intelligent Audio Analysis (Übung, insgesamt 6 Stunden pro Semester), Universität Passau
2015–2017: Seminar Complex & Intelligent Systems (Betreuung von Studierenden), Universität Passau
Wintersemester 2015/16: Mobile & Embedded Systems Praktikum (Betreuung von Studentenprojekt), Universität Passau