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Researcher
Hugo Van hamme
- Disciplines:Artificial intelligence, Multimedia processing, Biological system engineering, Signal processing, Other computer engineering, information technology and mathematical engineering, Medical imaging and therapy
Affiliations
- Processing Speech and Images (PSI) (Division)
Member
From1 Aug 2020 → Today - ESAT - PSI, Processing Speech and Images (Division)
Member
From1 Jan 2008 → 31 Jul 2020 - Department of Electrical Engineering (ESAT) (Department)
Member
From1 Oct 2002 → 31 Dec 2007
Projects
11 - 20 of 31
- Continual learning in speech processingFrom31 Jul 2020 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Capsule Networks for Automatic Speech RecognitionFrom23 Sep 2019 → 23 Sep 2023Funding: Own budget, for example: patrimony, inscription fees, gifts
- Robust Speech-to-Intent Systems for Conversational AgentsFrom27 Aug 2019 → 27 Aug 2023Funding: Own budget, for example: patrimony, inscription fees, gifts
- Relating Auditory EEG to Continuous Speech Using Artificial Neural NetworksFrom1 Aug 2019 → 12 Dec 2023Funding: Own budget, for example: patrimony, inscription fees, gifts
- Automatic speech recognition for users with a voice impairmentFrom18 Feb 2019 → 18 Feb 2023Funding: Own budget, for example: patrimony, inscription fees, gifts
- Deep neural networks as a model of speech perceptionFrom1 Oct 2018 → 30 Sep 2022Funding: Fund Recuperation Fiscal Exemption, IOF - Industrial Research Fund, BOF - Concerted Research Project from 1994
- Models of Pathological Speech for Diagnosis and Speech RecognitionFrom1 Oct 2018 → 30 Sep 2020Funding: BOF - Bilateral scientific cooperation
- Decoding speech from the brain using deep neural networksFrom1 Oct 2018 → 4 Dec 2023Funding: FWO Strategic Basic Research Grant
- Making Sense of SoundFrom21 Sep 2017 → 28 Apr 2023Funding: FWO fellowships
- Joint Sound Source Segregation and IdentificationFrom18 Sep 2015 → 29 Sep 2020Funding: FWO Strategic Basic Research Grant
Publications
1 - 10 of 241
- Whisper-SLU: Extending a pretrained speech-to-text transformer for low resource spoken language understanding(2024)
Authors: Quentin Meeus, Marie-Francine Moens, Hugo Van hamme
Number of pages: 6 - Relating Auditory EEG to Continuous Speech Using Artificial Neural Networks(2023)
Authors: Mohammad Jalilpour Monesi, Hugo Van hamme, Tom Francart
- Deep neural networks as a model of speech perception(2023)
Authors: Bernd Accou, Tom Francart, Hugo Van hamme
- Bidirectional representations for low-resource spoken language understanding(2023)
Authors: Quentin Meeus, Marie-Francine Moens, Hugo Van hamme
- Robust neural tracking of linguistic speech representations using a convolutional neural network.(2023)
Authors: Corentin Puffay, Jonas Vanthornhout, Marlies Gillis, Bernd Accou, Hugo Van hamme, Tom Francart
Pages: 1 - 16 - Parameter-efficient dysarthric speech recognition using adapter fusion and householder transformation(2023)
Authors: Jinzi Qi, Hugo Van hamme
Pages: 151 - 155 - Rehearsal-free online continual learning for automatic speech recognition(2023)
Authors: Steven Vander Eeckt, Hugo Van hamme
Pages: 944 - 948 - Relating EEG to continuous speech using deep neural networks: a review(2023)
Authors: Corentin Puffay, Bernd Accou, Lies Bollens, Jonas Vanthornhout, Hugo Van hamme, Tom Francart
- A multi-modal AI approach for intuitively instructable autonomous systems(2023)
Authors: Hugo Van hamme, Tinne Tuytelaars
Pages: 1 - 13 - Weight averaging: A simple yet effective method to overcome catastrophic forgetting in automatic speech recognition(2023)
Authors: Steven Vander Eeckt, Hugo Van hamme
Number of pages: 5
Patents
1 - 3 of 3