c) ML-based hearing device processing: from targeted signal processing to semantic hearing
c) ML-based hearing device processing: from targeted signal processing to semantic hearing
Thursday 12.06.2025 14.00 till 17.00 o`clock
Agenda
Time | Topic | Speaker |
| 14.00 – 14.05 | Welcome and introduction | Martin McKinney (Starkey) Simon Doclo (University of Oldenburg |
| 14.05 – 14.25 | Will nonlinear deep neural networks replace traditional linear beamformers in hearing devices | Timo Gerkmann (University of Hamburg) |
| 14.25 – 14.45 | DNN-based binaural speech enhancement and own voice extraction | Simon Doclo (University of Oldenburg) |
| 14.45 – 15.05 | Deploying speech enhancement on edge devices – practical considerations | Henning Schepker (Starkey) |
| 15.05 – 15.15 | Open discussion / questions | |
| 15.15 - 15.45 | Coffee break | |
| 15.45 – 16.05 | Machine Learning based Auditory Scene Analysis for Hearing Device Processing | Tuomas Virtanen (University of Tampere) Finnland |
| 16.05 – 16.25 | Towards intent-driven sound steering based on intelligent situation analysis: current status and key considerations for real-life conditions. | Homayoun Kamkar-Parsi (WSA, Erlangen) |
| 16.25 – 16.45 | Tracking neurodegenerative disease through speech analysis | Tomas Arias (Friedrich Alexander University, Erlangen-Nürnberg) |
| 16.45 – 17.00 | Open discussion / questions |