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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
1 - 10 of 31
- Assessment of Reading Proficiency through Automatic Speech RecognitionFrom23 Jan 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Next Level Flemish Speech RecognitionFrom1 Oct 2022 → TodayFunding: FWO Strategic Basic Research (SBO)
- SPeech ASSessment (SPASS)From1 Oct 2022 → TodayFunding: BOF - projects, Fund Recuperation Fiscal Exemption, BOF - various
- Implementation and automation of natural speech in aphasiaFrom23 Aug 2022 → TodayFunding: FWO Strategic Basic Research Grant
- Decoding speech from brain activityFrom1 Apr 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Speech Processing Techniques for Automatic Detection of Disorders in the Human BrainFrom1 Nov 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Weakly supervised training of automatic speech recognition systemFrom11 Oct 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Diagnostics of the auditory system using deep-learning-based analysis of EEG signalsFrom18 Feb 2021 → TodayFunding: FWO Strategic Basic Research Grant
- IMPULS-AI-2021From1 Jan 2021 → 31 Dec 2023Funding: Department General Affairs and Finance
- Deep neural networks as a model of speech perceptionFrom1 Oct 2020 → 30 Sep 2023Funding: FWO junior postdoctoral fellowship
Publications
1 - 10 of 239
- 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
- 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 - Using adapters to overcome catastrophic forgetting in end-to-end automatic speech recognition(2023)
Authors: Steven Vander Eeckt, Hugo Van hamme
Number of pages: 5
Patents
1 - 3 of 3
Linked dataset
1 - 1 of 1