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Hugo Van hamme

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

141

Venues

12

Active years

1988–2025

Best venue rank

A*

Where they publish

Papers

141 indexed papers, newest first.

YearVenueTitleAuthors
2025ASRUGraph Connectionist Temporal Classification for Phoneme Recognition.Henry Graf, Hugo Van hamme
2025ASRUSSVD: Structured SVD for Parameter-Efficient Fine-Tuning and Benchmarking under Domain Shift in ASR.Pu Wang, Shinji Watanabe, Hugo Van hamme
2025ICASSPSelf-Incremental Training for Personalized Voice Command Recognition in a Wireless Audio Sensor Network.Manuele Rusci, Hugo Van hamme, Tinne Tuytelaars
2025InterspeechLeveraging Geographic Metadata for Dialect-Aware Speech Recognition.Pouya Mehralian, Hugo Van hamme
2025InterspeechChallenges and practical guidelines for atypical speech data collection, annotation, usage and sharing: A multi-project perspective.Zhengjun Yue, Mara Barberis, Tanvina Patel, Judith Dineley, Willemijn Doedens, Lottie Stipdonk, Yuanyuan Zhang, Elke De Witte, Erfan Loweimi, Hugo Van hamme, Djaina Satoer, Marina B. Ruiter, Laureano Moro-Velzquez, Nicholas Cummins, Odette Scharenborg
2024ICASSPICASSP 2024 Auditory EEG Decoding Challenge.Lies Bollens, Corentin Puffay, Bernd Accou, Jonas Vanthornhout, Hugo Van hamme, Tom Francart
2024ICASSPUnsupervised Accent Adaptation Through Masked Language Model Correction of Discrete Self-Supervised Speech Units.Jakob Poncelet, Hugo Van hamme
2024InterspeechAutomatic recognition and detection of aphasic natural speech.Mara Barberis, Pieter De Clercq, Bastiaan Tamm, Hugo Van hamme, Maaike Vandermosten
2024InterspeechUnsupervised Online Continual Learning for Automatic Speech Recognition.Steven Vander Eeckt, Hugo Van hamme
2023ASRUWhisper-Slu: Extending a Pretrained Speech-to-Text Transformer for Low Resource Spoken Language Understanding.Quentin Meeus, Marie-Francine Moens, Hugo Van hamme
2023ICASSPICASSP 2023 Auditory EEG Decoding Challenge.Lies Bollens, Mohammad Jalilpour-Monesi, Bernd Accou, Jonas Vanthornhout, Hugo Van hamme, Tom Francart
2023ICASSPWeight Averaging: A Simple Yet Effective Method to Overcome Catastrophic Forgetting in Automatic Speech Recognition.Steven Vander Eeckt, Hugo Van hamme
2023ICASSPUsing Adapters to Overcome Catastrophic Forgetting in End-to-End Automatic Speech Recognition.Steven Vander Eeckt, Hugo Van hamme
2023ICASSPCross-Lingual Transfer Learning for Alzheimer's Detection from Spontaneous Speech.Bastiaan Tamm, Rik Vandenberghe, Hugo Van hamme
2023InterspeechRehearsal-Free Online Continual Learning for Automatic Speech Recognition.Steven Vander Eeckt, Hugo Van hamme
2023InterspeechParameter-efficient Dysarthric Speech Recognition Using Adapter Fusion and Householder Transformation.Jinzi Qi, Hugo Van hamme
2022ICASSPLearning Subject-Invariant Representations from Speech-Evoked EEG Using Variational Autoencoders.Lies Bollens, Tom Francart, Hugo Van hamme
2022InterspeechMultitask Learning for Low Resource Spoken Language Understanding.Quentin Meeus, Marie-Francine Moens, Hugo Van hamme
2022InterspeechRelating the fundamental frequency of speech with EEG using a dilated convolutional network.Corentin Puffay, Jana Van Canneyt, Jonas Vanthornhout, Hugo Van hamme, Tom Francart
2022InterspeechPre-trained Speech Representations as Feature Extractors for Speech Quality Assessment in Online Conferencing Applications.Bastiaan Tamm, Helena Balabin, Rik Vandenberghe, Hugo Van hamme
2022InterspeechBottleneck Low-rank Transformers for Low-resource Spoken Language Understanding.Pu Wang, Hugo Van hamme
2021ASRUComparison of Self-Supervised Speech Pre-Training Methods on Flemish Dutch.Jakob Poncelet, Hugo Van hamme
2021InterspeechAudiovisual Transfer Learning for Audio Tagging and Sound Event Detection.Wim Boes, Hugo Van hamme
2021InterspeechExtracting Different Levels of Speech Information from EEG Using an LSTM-Based Model.Mohammad Jalilpour-Monesi, Bernd Accou, Tom Francart, Hugo Van hamme
2021InterspeechSpeech Disorder Classification Using Extended Factorized Hierarchical Variational Auto-Encoders.Jinzi Qi, Hugo Van hamme
2021InterspeechA Study into Pre-Training Strategies for Spoken Language Understanding on Dysarthric Speech.Pu Wang, Bagher BabaAli, Hugo Van hamme
2020ESANNOn the long-term learning ability of LSTM LMs.Wim Boes, Robbe Van Rompaey, Lyan Verwimp, Joris Pelemans, Hugo Van hamme, Patrick Wambacq
2020ICASSPAn LSTM Based Architecture to Relate Speech Stimulus to Eeg.Mohammad Jalilpour-Monesi, Bernd Accou, Jair Montoya-Martnez, Tom Francart, Hugo Van hamme
2020ICASSPMultitask Learning with Capsule Networks for Speech-to-Intent Applications.Jakob Poncelet, Hugo Van hamme
2019InterspeechPractical Applicability of Deep Neural Networks for Overlapping Speaker Separation.Pieter Appeltans, Jeroen Zegers, Hugo Van hamme
2019InterspeechCNN-LSTM Models for Multi-Speaker Source Separation Using Bayesian Hyper Parameter Optimization.Jeroen Zegers, Hugo Van hamme
2018EMNLPState Gradients for RNN Memory Analysis.Lyan Verwimp, Hugo Van hamme, Vincent Renkens, Patrick Wambacq
2018ICASSPMulti-Scenario Deep Learning for Multi-Speaker Source Separation.Jeroen Zegers, Hugo Van hamme
2018InterspeechCapsule Networks for Low Resource Spoken Language Understanding.Vincent Renkens, Hugo Van hamme
2018InterspeechState Gradients for RNN Memory Analysis.Lyan Verwimp, Hugo Van hamme, Vincent Renkens, Patrick Wambacq
2018InterspeechMemory Time Span in LSTMs for Multi-Speaker Source Separation.Jeroen Zegers, Hugo Van hamme
2018LRECTF-LM: TensorFlow-based Language Modeling Toolkit.Lyan Verwimp, Hugo Van hamme, Patrick Wambacq
2018MMMThe CAMETRON Lecture Recording System: High Quality Video Recording and Editing with Minimal Human Supervision.Dries Hulens, Bram Aerts, Punarjay Chakravarty, Ali Diba, Toon Goedem, Tom Roussel, Jeroen Zegers, Tinne Tuytelaars, Luc Van Eycken, Luc Van Gool, Hugo Van hamme, Joost Vennekens
2017EACLCharacter-Word LSTM Language Models.Lyan Verwimp, Joris Pelemans, Hugo Van hamme, Patrick Wambacq
2017InterspeechImproving Source Separation via Multi-Speaker Representations.Jeroen Zegers, Hugo Van hamme
2016ACLImproving cross-domain n-gram language modelling with skipgrams.Louis Onrust, Antal van den Bosch, Hugo Van hamme
2016ICASSPSupervised speech dereverberation in noisy environments using exemplar-based sparse representations.Deepak Baby, Hugo Van hamme
2016ICASSPLanguage model adaptation for ASR of spoken translations using phrase-based translation models and named entity models.Joris Pelemans, Tom Vanallemeersch, Kris Demuynck, Lyan Verwimp, Hugo Van hamme, Patrick Wambacq
2016ICASSPData selection for noise robust exemplar matching.Emre Yilmaz, Jort F. Gemmeke, Hugo Van hamme
2016ICMIActive speaker detection with audio-visual co-training.Punarjay Chakravarty, Jeroen Zegers, Tinne Tuytelaars, Hugo Van hamme
2016InterspeechJoint Sound Source Separation and Speaker Recognition.Jeroen Zegers, Hugo Van hamme
2016LRECSCALE: A Scalable Language Engineering Toolkit.Joris Pelemans, Lyan Verwimp, Kris Demuynck, Hugo Van hamme, Patrick Wambacq
2015ICASSPExemplar-based speech enhancement for deep neural network based automatic speech recognition.Deepak Baby, Jort F. Gemmeke, Tuomas Virtanen, Hugo Van hamme
2015ICASSPImproving n-gram probability estimates by compound-head clustering.Joris Pelemans, Kris Demuynck, Hugo Van hamme, Patrick Wambacq
2015ICMIWho's Speaking?: Audio-Supervised Classification of Active Speakers in Video.Punarjay Chakravarty, Sayeh Mirzaei, Tinne Tuytelaars, Hugo Van hamme
2015InterspeechInvestigating modulation spectrogram features for deep neural network-based automatic speech recognition.Deepak Baby, Hugo Van hamme
2015InterspeechA multi-channel speech enhancement framework for robust NMF-based speech recognition for speech-impaired users.Gert Dekkers, Toon van Waterschoot, Bart Vanrumste, Bert Van Den Broeck, Jort F. Gemmeke, Hugo Van hamme, Peter Karsmakers
2015InterspeechEfficient language model adaptation for automatic speech recognition of spoken translations.Joris Pelemans, Tom Vanallemeersch, Kris Demuynck, Hugo Van hamme, Patrick Wambacq
2015InterspeechMutually exclusive grounding for weakly supervised non-negative matrix factorisation.Vincent Renkens, Hugo Van hamme
2015InterspeechNoise robust exemplar matching for speech enhancement: applications to automatic speech recognition.Emre Yilmaz, Deepak Baby, Hugo Van hamme
2014ICASSPCoupled dictionary training for exemplar-based speech enhancement.Deepak Baby, Tuomas Virtanen, Tom Barker, Hugo Van hamme
2014ICASSPCoping with language data sparsity: Semantic head mapping of compound words.Joris Pelemans, Kris Demuynck, Hugo Van hamme, Patrick Wambacq
2014ICASSPActive-set newton algorithm for non-negative sparse coding of audio.Tuomas Virtanen, Bhiksha Raj, Jort F. Gemmeke, Hugo Van hamme
2014ICASSPNoise-robust speech recognition with exemplar-based sparse representations using Alpha-Beta divergence.Emre Yilmaz, Jort F. Gemmeke, Hugo Van hamme
2014InterspeechModelling primitive streaming of simple tone sequences through factorisation of modulation pattern tensors.Tom Barker, Hugo Van hamme, Tuomas Virtanen
2014InterspeechBlind speech source localization, counting and separation for 2-channel convolutive mixtures in a reverberant environment.Sayeh Mirzaei, Hugo Van hamme, Yaser Norouzi
2014InterspeechAn evaluation of unsupervised acoustic model training for a dysarthric speech interface.Oliver Walter, Vladimir Despotovic, Reinhold Haeb-Umbach, Jort F. Gemmeke, Bart Ons, Hugo Van hamme
2014InterspeechAutomatic assessment of children's reading with the FLaVoR decoding using a phone confusion model.Emre Yilmaz, Joris Pelemans, Hugo Van hamme
2014LRECSpeech Recognition Web Services for Dutch.Joris Pelemans, Kris Demuynck, Hugo Van hamme, Patrick Wambacq
2013ASRUNMF-based keyword learning from scarce data.Bart Ons, Jort F. Gemmeke, Hugo Van hamme
2013ICASSPAccent recognition using i-vector, Gaussian Mean Supervector and Gaussian posterior probability supervector for spontaneous telephone speech.Mohamad Hasan Bahari, Rahim Saeidi, Hugo Van hamme, David A. van Leeuwen
2013ICASSPA diagonalized newton algorithm for non-negative sparse coding.Hugo Van hamme
2013ICASSPEmbedding time warping in exemplar-based sparse representations of speech.Emre Yilmaz, Jort F. Gemmeke, Hugo Van hamme
2013InterspeechSelf-taught assistive vocal interfaces: an overview of the ALADIN project.Jort F. Gemmeke, Bart Ons, Netsanet M. Tessema, Hugo Van hamme, Janneke van de Loo, Guy De Pauw, Walter Daelemans, Jonathan Huyghe, Jan Derboven, Lode Vuegen, Bert Van Den Broeck, Peter Karsmakers, Bart Vanrumste
2013InterspeechModel order estimation using Bayesian NMF for discovering phone patterns in spoken utterances.Sayeh Mirzaei, Hugo Van hamme, Yaser Norouzi
2012ACLTowards a Self-Learning Assistive Vocal Interface: Vocabulary and Grammar Learning.Janneke van de Loo, Jort F. Gemmeke, Guy De Pauw, Joris Driesen, Hugo Van hamme, Walter Daelemans
2012ICASSPWeakly supervised keyword learning using sparse representations of speech.Joris Driesen, Jort F. Gemmeke, Hugo Van hamme
2012ICASSPFast word acquisition in an NMF-based learning framework.Joris Driesen, Hugo Van hamme
2012ICASSPTri-factorization learning of sub-word units with application to vocabulary acquisition.Meng Sun, Hugo Van hamme
2012ICASSPLatent variable speaker adaptation of Gaussian mixture weights and means.Xueru Zhang, Kris Demuynck, Hugo Van hamme
2012InterspeechAge Estimation from Telephone Speech using i-vectors.Mohamad Hasan Bahari, Mitchell McLaren, Hugo Van hamme, David A. van Leeuwen
2012InterspeechData-driven speech representations for NMF-based word learning.Joris Driesen, Jort F. Gemmeke, Hugo Van hamme
2012InterspeechAdvances in noise robust digit recognition using hybrid exemplar-based techniques.Jort F. Gemmeke, Hugo Van hamme
2012InterspeechA Self-Learning Assistive Vocal Interface Based on Vocabulary Learning and Grammar Induction.Jort F. Gemmeke, Janneke van de Loo, Guy De Pauw, Joris Driesen, Hugo Van hamme, Walter Daelemans
2012InterspeechRobust Tracking for Automatic Reading Tutors.Emre Yilmaz, Dirk Van Compernolle, Hugo Van hamme
2011ASRUAn hierarchical exemplar-based sparse model of speech, with an application to ASR.Jort F. Gemmeke, Hugo Van hamme
2011ICASSPProgress in example based automatic speech recognition.Kris Demuynck, Dino Seppi, Hugo Van hamme, Dirk Van Compernolle
2011ICASSPUnsupervised vocabulary discovery using non-negative matrix factorization with graph regularization.Meng Sun, Hugo Van hamme
2011ICASSPRapid speaker adaptation with speaker adaptive training and non-negative matrix factorization.Xueru Zhang, Kris Demuynck, Hugo Van hamme
2011ICIPImage pattern discovery by using the spatial closeness of visual code words.Meng Sun, Hugo Van hamme
2010ICASSPHistogram equalization and noise masking for robust speech recognition.Xueru Zhang, Kris Demuynck, Hugo Van hamme
2010InterspeechFeature versus model based noise robustness.Kris Demuynck, Xueru Zhang, Dirk Van Compernolle, Hugo Van hamme
2009InterspeechAdaptive non-negative matrix factorization in a computational model of language acquisition.Joris Driesen, Louis ten Bosch, Hugo Van hamme
2009InterspeechEvaluation of phone lattice based speech decoding.Jacques Duchateau, Kris Demuynck, Hugo Van hamme
2009InterspeechApplication of noise robust MDT speech recognition on the SPEECON and speechdat-car databases.Jort F. Gemmeke, Yujun Wang, Maarten Van Segbroeck, Bert Cranen, Hugo Van hamme
2009InterspeechApplying non-negative matrix factorization on time-frequency reassignment spectra for missing data mask estimation.Maarten Van Segbroeck, Hugo Van hamme
2008ICASSPUnsupervised learning of auditory filter banks using non-negative matrix factorisation.Alexander Bertrand, Kris Demuynck, Veronique Stouten, Hugo Van hamme
2008ICASSPFast speaker adaptation using non-negative matrix factorization.Jacques Duchateau, Tobias Leroy, Kris Demuynck, Hugo Van hamme
2008ICASSPEstimation of the voicing cut-off frequency contour of natural speech based on harmonic and aperiodic energies.Kris Hermus, Laurent Girin, Hugo Van hamme, Sufian Irhimeh
2008ICASSPRobust speech recognition using missing data techniques in the prospect domain and fuzzy masks.Maarten Van Segbroeck, Hugo Van hamme
2008InterspeechA computational model of language acquisition: focus on word discovery.Louis ten Bosch, Hugo Van hamme, Lou Boves
2008InterspeechImproving the multigram algorithm by using lattices as input.Joris Driesen, Hugo Van hamme
2008InterspeechHAC-models: a novel approach to continuous speech recognition.Hugo Van hamme
2008InterspeechLip synchronization: from phone lattice to PCA eigen-projections using neural networks.Samer Al Moubayed, Michal De Smet, Hugo Van hamme
2008InterspeechDiscriminative model combination and language model selection in a reading tutor for children.Abdurrahman Samir, Jacques Duchateau, Hugo Van hamme
2008InterspeechComparison of variable selection methods and classifiers for native accent identification.Tingyao Wu, Peter Karsmakers, Hugo Van hamme, Dirk Van Compernolle
2008LRECChildren's Oral Reading Corpus (CHOREC): Description and Assessment of Annotator Agreement.Leen Cleuren, Jacques Duchateau, Pol Ghesquire, Hugo Van hamme
2008LRECRecording Speech of Children, Non-Natives and Elderly People for HLT Applications: the JASMIN-CGN Corpus.Catia Cucchiarini, Joris Driesen, Hugo Van hamme, Eric Sanders
2007ICASSPDCT-Based Amplitude and Frequency Modulated Harmonic-Plus-Noise Modelling for Text-to-Speech Synthesis.Kris Hermus, Hugo Van hamme, Werner Verhelst, Sufian Irhimeh, Jan De Moortel
2007InterspeechAutomatic assessment of children's reading level.Jacques Duchateau, Leen Cleuren, Hugo Van hamme, Pol Ghesquire
2007InterspeechFixed-size kernel logistic regression for phoneme classification.Peter Karsmakers, Kristiaan Pelckmans, Johan A. K. Suykens, Hugo Van hamme
2007InterspeechVector-quantization based mask estimation for missing data automatic speech recognition.Maarten Van Segbroeck, Hugo Van hamme
2007InterspeechAutomatically learning the units of speech by non-negative matrix factorisation.Veronique Stouten, Kris Demuynck, Hugo Van hamme
2006ICASSPHandling Time-Derivative Features in a Missing Data Framework for Robust Automatic Speech Recognition.Hugo Van hamme
2006ICASSPApplication of Minimum Statistics and Minima Controlled Recursive Averaging Methods to Estimate a Cepstral Noise Model for Robust ASR.Veronique Stouten, Hugo Van hamme, Patrick Wambacq
2006ICASSPMaximum Likelihood Based Temporal Frame Selection.Tingyao Wu, Dirk Van Compernolle, Jacques Duchateau, Hugo Van hamme
2006InterspeechDeveloping an automatic assessment tool for children²s oral reading.Leen Cleuren, Jacques Duchateau, Alain Sips, Pol Ghesquire, Hugo Van hamme
2006InterspeechRobust phone lattice decoding.Kris Demuynck, Dirk Van Compernolle, Hugo Van hamme
2006InterspeechHandling convolutional noise in missing data automatic speech recognition.Maarten Van Segbroeck, Hugo Van hamme
2006InterspeechSingle frame selection for phoneme classification.Tingyao Wu, Dirk Van Compernolle, Jacques Duchateau, Hugo Van hamme
2006LRECJASMIN-CGN: Extension of the Spoken Dutch Corpus with Speech of Elderly People, Children and Non-natives in the Human-Machine Interaction Modality.Catia Cucchiarini, Hugo Van hamme, Olga van Herwijnen, Felix Smits
2005ICASSPEffect of Phase-Sensitive Environment Model and Higher Order VTS on Noisy Speech Feature Enhancement.Veronique Stouten, Hugo Van hamme, Patrick Wambacq
2005InterspeechStatistical language models for large vocabulary spontaneous speech recognition in dutch.Jacques Duchateau, Dong Hoon Van Uytsel, Hugo Van hamme, Patrick Wambacq
2005InterspeechPROSPECT features and their application to missing data techniques for vocal tract length normalization.Wim Jansen, Hugo Van hamme
2005InterspeechKalman and unscented kalman filter feature enhancement for noise robust ASR.Veronique Stouten, Hugo Van hamme, Patrick Wambacq
2004ICASSPRobust speech recognition using cepstral domain missing data techniques and noisy masks.Hugo Van hamme
2004ICASSPJoint removal of additive and convolutional noise with model-based feature enhancement.Veronique Stouten, Hugo Van hamme, Patrick Wambacq
2004InterspeechPROSPECT features and their application to missing data techniques for robust speech recognition.Hugo Van hamme
2004InterspeechAccounting for the uncertainty of speech estimates in the context of model-based feature enhancement.Hugo Van hamme, Patrick Wambacq, Veronique Stouten
2004LRECUse and Evaluation of Prosodic Annotations in Dutch.Jacques Duchateau, Tim Ceyssens, Hugo Van hamme
2004LRECEvaluation and Adaptation of the Celex Dutch Morphological Database.Tom Laureys, Guy De Pauw, Hugo Van hamme, Walter Daelemans, Dirk Van Compernolle
2003InterspeechFLavor: a flexible architecture for LVCSR.Kris Demuynck, Tom Laureys, Dirk Van Compernolle, Hugo Van hamme
2003InterspeechAssessment of dereverberation algorithms for large vocabulary speech recognition systems.Koen Eneman, Jacques Duchateau, Marc Moonen, Dirk Van Compernolle, Hugo Van hamme
2003InterspeechTwo correction models for likelihoods in robust speech recognition using missing feature theory.Hugo Van hamme
2003InterspeechRobust speech recognition using missing feature theory in the cepstral or LDA domain.Hugo Van hamme
2003InterspeechRobust speech recognition using model-based feature enhancement.Veronique Stouten, Hugo Van hamme, Kris Demuynck, Patrick Wambacq
2003InterspeechEvaluation of model-based feature enhancement on the AURORA-4 task.Veronique Stouten, Hugo Van hamme, Jacques Duchateau, Patrick Wambacq
2002ICASSPInvestigation of speech recognition over IP channels.Jim Van Sciver, Jeff Z. Ma, Filiep Vanpoucke, Hugo Van hamme
2000ICASSPModel-based feature enhancement for noisy speech recognition.Christophe Couvreur, Hugo Van hamme
2000ICASSPEvaluation of various confidence-based strategies for isolated word rejection.Elena Tsiporkova, Filiep Vanpoucke, Hugo Van hamme
2000InterspeechDialect adaptation for Mandarin Chinese speech recognition.Frdric Beaugendre, Tom Claes, Hugo Van hamme
1999InterspeechAccuracy versus complexity in context dependent phone modeling.Wei Xu, Jacques Duchateau, Kris Demuynck, Ioannis Dologlou, Patrick Wambacq, Dirk Van Compernolle, Hugo Van hamme
1996InterspeechAn adaptive-beam pruning technique for continuous speech recognition.Hugo Van hamme, Filip Van Aelten
1994InterspeechARDOSS: autoregressive domain spectral subtraction for robust speech recognition in additive noise.Hugo Van hamme
1994InterspeechComparison of acoustic features and robustness tests of a real-time recogniser using a hardware telephone line simulator.Hugo Van hamme, Guido Gallopyn, Ludwig Weynants, Bart D'hoore, Herv Bourlard
1988CVPRKarhunen-Loeve analysis of dynamic sequences of thermographic images for early breast cancer detection.Michael Unser, Hugo Van hamme, Patrick de Muynck, E. Van Denhaute, Jan Cornelis