Hugo Van hamme

23 papers · 2016–2024 · 5 conferences · across top CS/AI conferences

Achievements

+8 more ↓

🌍 Conference Polyglot (5) 🗺️ Taxonomy Completionist (12) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (8)

🏃 Academic Marathon (8) 🐝 Cross-Pollinator (14) 🌈 Renaissance Researcher (7) 🏆 Keyword Champion (2) 🚀 Conference Pioneer 💎 Century Club (23) 📈 Trend Setter 🗃️ Keyword Collector (100)

Conferences

INTERSPEECH (19) ACL (1) COLING (1) EACL (1) EMNLP (1)

Top co-authors

Jeroen Zegers (5) Patrick Wambacq (3) Vincent Renkens (3) Lyan Verwimp (3) Jinzi Qi (2) Tom Francart (2) Quentin Meeus (2) Steven Vander Eeckt (2) Bastiaan Tamm (2) Pu Wang (2)

Keywords

spoken language understanding (5) automatic speech recognition (5) long short-term memory (4) speaker separation (3) recurrent neural network (3) source separation (3) capsule network (2) continual learning (2) parameter efficiency (2) online learning (2) singular value decomposition (2) language model (2) speech recognition (2) transfer learning (2) catastrophic forgetting (2) feature extraction (2) embedding space (2) intent classification (2) hidden state (2) dysarthric speech (2)

Papers

MSNER: A Multilingual Speech Dataset for Named Entity Recognition COLING 2024 Unsupervised Online Continual Learning for Automatic Speech Recognition INTERSPEECH 2024 Automatic recognition and detection of aphasic natural speech INTERSPEECH 2024 Parameter-efficient Dysarthric Speech Recognition Using Adapter Fusion and Householder Transformation INTERSPEECH 2023 Rehearsal-Free Online Continual Learning for Automatic Speech Recognition INTERSPEECH 2023 Relating the fundamental frequency of speech with EEG using a dilated convolutional network INTERSPEECH 2022 Pre-trained Speech Representations as Feature Extractors for Speech Quality Assessment in Online Conferencing Applications INTERSPEECH 2022 Multitask Learning for Low Resource Spoken Language Understanding INTERSPEECH 2022 Bottleneck Low-rank Transformers for Low-resource Spoken Language Understanding INTERSPEECH 2022 A Study into Pre-Training Strategies for Spoken Language Understanding on Dysarthric Speech INTERSPEECH 2021 Extracting Different Levels of Speech Information from EEG Using an LSTM-Based Model INTERSPEECH 2021 Speech Disorder Classification Using Extended Factorized Hierarchical Variational Auto-Encoders INTERSPEECH 2021 Audiovisual Transfer Learning for Audio Tagging and Sound Event Detection INTERSPEECH 2021 Practical Applicability of Deep Neural Networks for Overlapping Speaker Separation INTERSPEECH 2019 CNN-LSTM Models for Multi-Speaker Source Separation Using Bayesian Hyper Parameter Optimization INTERSPEECH 2019 State Gradients for RNN Memory Analysis INTERSPEECH 2018 Capsule Networks for Low Resource Spoken Language Understanding INTERSPEECH 2018 State Gradients for RNN Memory Analysis EMNLP 2018 Memory Time Span in LSTMs for Multi-Speaker Source Separation INTERSPEECH 2018 Improving Source Separation via Multi-Speaker Representations INTERSPEECH 2017 Character-Word LSTM Language Models EACL 2017 Improving cross-domain n-gram language modelling with skipgrams ACL 2016 Joint Sound Source Separation and Speaker Recognition INTERSPEECH 2016