Projects
CoReAD - Cognitive Research in AD - Towards a model determining cognitive load in audio described audio(-visual) products. University of Antwerp
Towards a greater accessibility of audiovisual media: exploring machine translation for audio description from English into Dutch. University of Antwerp
3D audio personalization for virtual reality applications. University of Antwerp
Deep-Learning based Joint Audio, Video Processing for Augmented Listening Ghent University
Augmented listening implies the extraction of desired audio signal(s) from a distorted capture. Like human perception of speech, where visual and acoustic cues jointly contribute to the understanding, we aim to improve this extraction by augmenting the audio with visual information. A side-application is the detection of inconsistent streams, hinting at deepfakes or otherwise compromised streams.
Distributed Digital Signal Processing for Ad-hoc Wireless Local Area Audio Networking KU Leuven
A holistic approach to the design of integrated and distributed digital signal processing algorithms for audio and speech communication devices KU Leuven
The effect of professional experience on audio description process. University of Antwerp
Audio classification with resource-constrained wireless sensor networks KU Leuven
Smart sensing has been subject of significant academic and industrial interest, as these services are becoming more popular due to integrated devices shrinking in size while maintaining their computational power. When designing an integrated solution for a given application, an important choice is to select a proper set of sensor modalities along with the amount of sensors that are needed to cover the environment. In this dissertation, ...
Usage and construction of similarity measures for audio fragments Ghent University
The aim of this project is investigating if fuzzy set theory can be valuable for using and constructing similarity measures for audio fragments. An important aspect of the project is trying to identify audio fragments with fuzzy sets, such that existing or new fuzzy similarity measures can be used to determine the gradual resemblance between two fragments.