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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 36
- Identification of language-independent speech and language biomarkers characteristic of dementiaFrom1 Oct 2024 → TodayFunding: BOF - projects
- Explainable models for automatic speech recognitionFrom17 Sep 2024 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Revisiting the probabilistic framework in contemporary automatic speech recognition systemsFrom1 Sep 2024 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Coping with variation in automatic speech recognitionFrom18 Jun 2024 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- 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
Publications
1 - 10 of 265
- From Speech to Semantics: Adapting Pretrained Transformers for Low Resource Spoken Language Understanding(2024)
Authors: Quentin Meeus, Hugo Van hamme, Marie-Francine Moens
- Classifying coherent versus nonsense speech perception from EEG using linguistic speech features(2024)
Authors: Corentin Puffay, Jonas Vanthornhout, Marlies Gillis, Bernd Accou, Hugo Van hamme, Tom Francart
- SparrKULee: A Speech-Evoked Auditory Response Repository from KU Leuven, containing the EEG of 85 participants(2024)
Authors: Bernd Accou, Lies Bollens, Marlies Gillis, Wendy Verheijen, Hugo Van hamme, Tom Francart
- Scale-aware dual-branch complex convolutional recurrent network for monaural speech enhancement(2024)
Authors: Hugo Van hamme
- Unsupervised accent adaptation through masked language model correction of discrete self-supervised speech units(2024)
Authors: Jakob Poncelet, Hugo Van hamme
Pages: 10236 - 10240 - The role of vowel and consonant onsets in neural tracking of natural speech(2024)
Authors: Mohammad Jalilpour Monesi, Jonas Vanthornhout, Tom Francart, Hugo Van hamme
- 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 - Auditory EEG decoding challenge for ICASSP 2023(2024)
Authors: Mohammad Jalilpour Monesi, Bernd Accou, Jonas Vanthornhout, Hugo Van hamme, Tom Francart
Pages: 652 - 661 - 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
Patents
1 - 3 of 3
Linked dataset
1 - 2 of 2