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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
11 - 20 of 241
- 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 - Cross-Lingual transfer learning for Alzheimer’s detection from spontaneous speech(2023)
Authors: Bastiaan Tamm, Rik Vandenberghe, Hugo Van hamme
Number of pages: 2 - Making Sense of Sound(2023)
Authors: Wim Boes, Hugo Van hamme
- Benefits of pre‑trained mono- and cross‑lingual speech representations for spoken language understanding of Dutch dysarthric speech(2023)
Authors: Pu Wang, Hugo Van hamme
- Decoding of the speech envelope from EEG using the VLAAI deep neural network(2023)
Authors: Bernd Accou, Jonas Vanthornhout, Hugo Van hamme, Tom Francart
- Impact of temporal resolution on convolutional recurrent networks for audio tagging and sound event detection(2022)
Authors: Wim Boes, Hugo Van hamme
Number of pages: 5 - Multi-encoder attention-based architectures for sound recognition with partial visual assistance(2022)
Authors: Wim Boes, Hugo Van hamme
- Multitask learning for low resource spoken language understanding(2022)
Authors: Quentin Meeus, Marie-Francine Moens, Hugo Van hamme
Pages: 4073 - 4077 - Pre-trained speech representations as feature extractors for speech quality assessment in online conferencing applications(2022)
Authors: Bastiaan Tamm, Helena Balabin, Rik Vandenberghe, Hugo Van hamme
Pages: 4083 - 4087 - A multi-resolution front-end for end-to-end speech anti-spoofing(2022)
Authors: Hugo Van hamme
Pages: 120 - 125
Patents
1 - 3 of 3
Linked dataset
1 - 1 of 1