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AVSP
Audio-Visual Signal Processing
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ETRO-AVSP Research Domains

Digital Speech and Signal Processing

Affective Computing

Visual learning

About AVSP
Recent - AVSP Publications
Created in 2005, to conduct research on applied and theoretical problems related to machine learning signal and image processing and computer vision, the AVSP research group explores and capitalizes on the correlation between speech and video data for Computational Information Technology where efficient numerical methods of computational engineering are combined with the problems of information processing. It is supported by in-house expertise in Speech Processing (Prof. W. Verhelst) and Computer Vision (Prof. H. Sahli) and long term collaboration with the SAIIP Lab at the North Western Polytechnic University (NPU) (prof. D. Jiang - http://www.npu-aslp.org/dmJiang/). Since 2009 the two teams are recognised under the VUB-NPU International Joint Research Group - IJRG - AVSP. The AVSP research maintains a fully equipped audiovisual laboratory: Nosey Elephant Studios

“Automatic Depression Analysis using Dynamic Facial Appearance Descriptor and Dirichlet Process Fisher Encoding”

In IEEE Transactions on Multimedia

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“CSA-DE/EDA: A Clonal Selection Algorithm Using Differential Evolution and Estimation of Distribution Algorithm”

In The 9th International Conference on Brain Inspired Cognitive system

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“Ultra-short term heart rate variability as a tool to assess changes in valence”

In Psychiatry Research

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“Hierarchical sparse coding framework for speech emotion recognition”

In Speech Communication

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“A Hierarchical Association Framework for Multi-Object Tracking in Airborne Videos”

In Remote Sensing

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other recent publications ...

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