talks

Virtual Lecture at Annual Conference of the International Speech Communication Association (INTERSPEECH), Brno, Czech Republic: PILOT: Introducing Transformers for Probabilistic Sound Event Localization

Virtual Lecture at 28th European Signal Processing Conference (EUSIPCO), Amsterdam, Netherlands: Exploiting Attention-based Sequence-to-Sequence Architectures for Sound Event Localization

Virtual Poster Presentation at 45th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Barcelona, Spain: A Dynamic Stream Weight Backprop Kalman Filter for Audiovisual Speaker Tracking

Invited Talk at 12thAABBA General Meeting, Vienna, Austria: Explainable Cognitive Models for Audiovisual Speaker Localization

PhD Thesis Defense at Ruhr University Bochum, Bochum, Germany: Cognitive Models for Acoustic and Audiovisual Sound Source Localization

Invited Talk at 68th Assembly of ITG-Fachgruppe Signal Processing and Machine Learning, Bochum, Germany: Learning Dynamic Stream Weights for Multimodal Dynamical System Models

Lecture at 23rd International Congress on Acoustics (ICA), Aachen, Germany: Inference in Nonlinear Dynamical Systems with Dynamic Stream Weights for Audiovisual Speaker Tracking

Lecture at 44th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Brighton, United Kingdom: Learning Dynamic Stream Weights for Linear Dynamical Systems using Natural Evolution Strategies

Poster Presentation at 16th International Workshop on Acoustic Signal Enhancement (IWAENC), Tokyo, Japan: Extending Linear Dynamical Systems with Dynamic Stream Weights for Audiovisual Speaker Localization

Lecture at 14th International conference on Latent Variable Analysis and Signal Separation (LVA/ICA), Guildford, United Kingdom: Exploiting Structures of Temporal Causality for Robust Speaker Localization in Reverberant Environments

Lecture at 43rd IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Calgary, Canada: Potential-Field-based Active Exploration for Acoustic Simultaneous Localization and Mapping

Poster Presentation at 42nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), New Orleans, United States: Monte Carlo Exploration for Active Binaural Localization

Invited Talk at 42. Jahrestagung für Akustik (DAGA), Aachen, Germany: Active Localization of Sound Sources with Binaural Models

Invited Talk at 8thAABBA General Meeting, Vienna, Austria: Probabilistic Segmentation of Auditory Cues based on a Mixture of von Mises Distributions

Invited Lecture at Two!Ears Summer School on Active Machine Hearing, Toulouse, France: Blackboard Architectures

Lecture at Annual Conference of the International Speech Communication Association (INTERSPEECH), Dresden, Germany: Binaural Sound Source Localisation and Tracking using a Dynamic Spherical Head Model

Poster Presentation at Machine Learning Summer School, Kyoto, Japan: A Blackboard System for Binaural Sound Source Localization and Tracking

Lecture at Forum Acusticum, Kraków, Poland: Binaural Sound Source Localisation using a Bayesian-network-based Blackboard System and Hypothesis-driven Feedback