Workshop 'Meet the PhD Jury: Advances in Acoustic Signal Processing'

Voor wie
Medewerkers , Studenten
Wanneer
18-10-2024 van 10:00 tot 13:00
Waar
Auditorium 1, iGent Toren, Technologiepark Zwijnaarde 126, 9052 Zwijnaarde
Voertaal
Engels
Door wie
Department of Electronics and Information Systems - Faculty of Engineering and Architecture
Contact
nilesh.madhu@ugent.be
Website
https://aspire.ugent.be

Workshop on advances in acoustic signal processing using deep learning

We are delighted to announce a keynote by Professor Emanuël Habets (jointly affiliated with Fraunhofer IIS and the Friedrich-Alexander Universität Erlangen-Nürnberg) on the topic of "Neural Directional Filtering and Dynamic Slimmable Networks".

Neural Directional Filtering is a novel approach to far-field speech capture that utilizes deep neural networks for precise directivity control. The approach outperforms traditional linear and parametric filtering approaches, enabling high spatial selectivity with a small number of microphones. Dynamic Slimmable Networks address the computational inefficiency of conventional separation networks. By adjusting computational effort to the input characteristics, significant complexity reduction is obtained, while maintaining separation performance.

This will be followed by about 6 short presentations, delivered by international researchers from Ghent University, Aalborg University and the University of Hamburg.

Registreer online