Hugo Van hamme

According to our database, Hugo Van hamme authored at least 250 papers between 1988 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

SparrKULee: A Speech-Evoked Auditory Response Repository from KU Leuven, Containing the EEG of 85 Participants.

Bernd Accou, Lies Bollens, Marlies Gillis, Wendy Verheijen, Hugo Van hamme, Tom Francart

Data, August, 2024

Scale-aware dual-branch complex convolutional recurrent network for monaural speech enhancement.

Yihao Li, Meng Sun, Xiongwei Zhang, Hugo Van hamme

Comput. Speech Lang., 2024

Efficient Extraction of Noise-Robust Discrete Units from Self-Supervised Speech Models.

Jakob Poncelet, Yujun Wang, Hugo Van hamme

CoRR, 2024

MSNER: A Multilingual Speech Dataset for Named Entity Recognition.

Quentin Meeus, Marie-Francine Moens, Hugo Van hamme

CoRR, 2024

Detecting Post-Stroke Aphasia Via Brain Responses to Speech in a Deep Learning Framework.

Pieter De Clercq, Corentin Puffay, Jill Kries, Hugo Van hamme, Maaike Vandermosten, Tom Francart, Jonas Vanthornhout

CoRR, 2024

Unsupervised Accent Adaptation Through Masked Language Model Correction of Discrete Self-Supervised Speech Units.

Jakob Poncelet, Hugo Van hamme

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Benefits of pre-trained mono- and cross-lingual speech representations for spoken language understanding of Dutch dysarthric speech.

Pu Wang, Hugo Van hamme

EURASIP J. Audio Speech Music. Process., December, 2023

Relating EEG to continuous speech using deep neural networks: a review.

Corentin Puffay, Bernd Accou, Lies Bollens, Mohammad Jalilpour-Monesi, Jonas Vanthornhout, Hugo Van hamme, Tom Francart

CoRR, 2023

Analysis of XLS-R for Speech Quality Assessment.

Bastiaan Tamm, Rik Vandenberghe, Hugo Van hamme

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2023

Parameter-efficient Dysarthric Speech Recognition Using Adapter Fusion and Householder Transformation.

Jinzi Qi, Hugo Van hamme

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Rehearsal-Free Online Continual Learning for Automatic Speech Recognition.

Steven Vander Eeckt, Hugo Van hamme

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Cross-Lingual Transfer Learning for Alzheimer's Detection from Spontaneous Speech.

Bastiaan Tamm, Rik Vandenberghe, Hugo Van hamme

Proceedings of the IEEE International Conference on Acoustics, 2023

Using Adapters to Overcome Catastrophic Forgetting in End-to-End Automatic Speech Recognition.

Steven Vander Eeckt, Hugo Van hamme

Proceedings of the IEEE International Conference on Acoustics, 2023

Weight Averaging: A Simple Yet Effective Method to Overcome Catastrophic Forgetting in Automatic Speech Recognition.

Steven Vander Eeckt, Hugo Van hamme

Proceedings of the IEEE International Conference on Acoustics, 2023

ICASSP 2023 Auditory EEG Decoding Challenge.

Lies Bollens, Mohammad Jalilpour-Monesi, Bernd Accou, Jonas Vanthornhout, Hugo Van hamme, Tom Francart

Proceedings of the IEEE International Conference on Acoustics, 2023

Whisper-Slu: Extending a Pretrained Speech-to-Text Transformer for Low Resource Spoken Language Understanding.

Quentin Meeus, Marie-Francine Moens, Hugo Van hamme

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

2022

Multi-encoder attention-based architectures for sound recognition with partial visual assistance.

Wim Boes, Hugo Van hamme

EURASIP J. Audio Speech Music. Process., 2022

Bidirectional Representations for Low Resource Spoken Language Understanding.

Quentin Meeus, Marie-Francine Moens, Hugo Van hamme

CoRR, 2022

Impact of visual assistance for automated audio captioning.

Wim Boes, Hugo Van hamme

CoRR, 2022

Multi-Source Transformer Architectures for Audiovisual Scene Classification.

Wim Boes, Hugo Van hamme

CoRR, 2022

Optimizing Temporal Resolution Of Convolutional Recurrent Neural Networks For Sound Event Detection.

Wim Boes, Hugo Van hamme

CoRR, 2022

Weak-Supervised Dysarthria-Invariant Features for Spoken Language Understanding Using an Fhvae and Adversarial Training.

Jinzi Qi, Hugo Van hamme

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

Learning to Jointly Transcribe and Subtitle for End-To-End Spontaneous Speech Recognition.

Jakob Poncelet, Hugo Van hamme

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

A Multi-Resolution Front-End for End-to-End Speech Anti-Spoofing.

Wei Liu, Meng Sun, Xiongwei Zhang, Hugo Van hamme, Thomas Fang Zheng

Proceedings of the Odyssey 2022: The Speaker and Language Recognition Workshop, 28 June, 2022

Bottleneck Low-rank Transformers for Low-resource Spoken Language Understanding.

Pu Wang, Hugo Van hamme

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Pre-trained Speech Representations as Feature Extractors for Speech Quality Assessment in Online Conferencing Applications.

Bastiaan Tamm, Helena Balabin, Rik Vandenberghe, Hugo Van hamme

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Relating the fundamental frequency of speech with EEG using a dilated convolutional network.

Corentin Puffay, Jana Van Canneyt, Jonas Vanthornhout, Hugo Van hamme, Tom Francart

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Multitask Learning for Low Resource Spoken Language Understanding.

Quentin Meeus, Marie-Francine Moens, Hugo Van hamme

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Learning Subject-Invariant Representations from Speech-Evoked EEG Using Variational Autoencoders.

Lies Bollens, Tom Francart, Hugo Van hamme

Proceedings of the IEEE International Conference on Acoustics, 2022

Continual Learning for Monolingual End-to-End Automatic Speech Recognition.

Steven Vander Eeckt, Hugo Van hamme

Proceedings of the 30th European Signal Processing Conference, 2022

Impact of Temporal Resolution on Convolutional Recurrent Networks for Audio Tagging and Sound Event Detection.

Wim Boes, Hugo Van hamme

Proceedings of the 7th Workshop on Detection and Classification of Acoustic Scenes and Events 2022, 2022

Cross-lingual Detection of Dysphonic Speech for Dutch and Hungarian Datasets.

Dávid Sztahó, Miklós Gábriel Tulics, Jinzi Qi, Hugo Van hamme, Klára Vicsi

Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022

2021

Show me where the action is!

Timothy Callemein, Tom Roussel, Ali Diba, Floris De Feyter, Wim Boes, Luc Van Eycken, Luc Van Gool, Hugo Van hamme, Tinne Tuytelaars, Toon Goedemé

Multim. Tools Appl., 2021

Low resource end-to-end spoken language understanding with capsule networks.

Jakob Poncelet, Vincent Renkens, Hugo Van hamme

Comput. Speech Lang., 2021

Predicting speech intelligibility from EEG using a dilated convolutional network.

Bernd Accou, Mohammad Jalilpour-Monesi, Hugo Van hamme, Tom Francart

CoRR, 2021

Pre-training for low resource speech-to-intent applications.

Pu Wang, Hugo Van hamme

CoRR, 2021

An Equal Data Setting for Attention-Based Encoder-Decoder and HMM/DNN Models: A Case Study in Finnish ASR.

Aku Rouhe, Astrid Van Camp, Mittul Singh, Hugo Van hamme, Mikko Kurimo

Proceedings of the Speech and Computer - 23rd International Conference, 2021

A Light Transformer For Speech-To-Intent Applications.

Pu Wang, Hugo Van hamme

Proceedings of the IEEE Spoken Language Technology Workshop, 2021

A Study into Pre-Training Strategies for Spoken Language Understanding on Dysarthric Speech.

Pu Wang, Bagher BabaAli, Hugo Van hamme

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Speech Disorder Classification Using Extended Factorized Hierarchical Variational Auto-Encoders.

Jinzi Qi, Hugo Van hamme

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Extracting Different Levels of Speech Information from EEG Using an LSTM-Based Model.

Mohammad Jalilpour-Monesi, Bernd Accou, Tom Francart, Hugo Van hamme

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Audiovisual Transfer Learning for Audio Tagging and Sound Event Detection.

Wim Boes, Hugo Van hamme

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Comparison of Self-Supervised Speech Pre-Training Methods on Flemish Dutch.

Jakob Poncelet, Hugo Van hamme

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2021

2020

State gradients for analyzing memory in LSTM language models.

Lyan Verwimp, Hugo Van hamme, Patrick Wambacq

Comput. Speech Lang., 2020

Analysis of memory in LSTM-RNNs for source separation.

Jeroen Zegers, Hugo Van hamme

CoRR, 2020

Multitask Learning with Capsule Networks for Speech-to-Intent Applications.

Jakob Poncelet, Hugo Van hamme

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

An LSTM Based Architecture to Relate Speech Stimulus to Eeg.

Mohammad Jalilpour-Monesi, Bernd Accou, Jair Montoya-Martínez, Tom Francart, Hugo Van hamme

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Modeling the relationship between acoustic stimulus and EEG with a dilated convolutional neural network.

Bernd Accou, Mohammad Jalilpour-Monesi, Jair Montoya-Martínez, Hugo Van hamme, Tom Francart

Proceedings of the 28th European Signal Processing Conference, 2020

On the long-term learning ability of LSTM LMs.

Wim Boes, Robbe Van Rompaey, Lyan Verwimp, Joris Pelemans, Hugo Van hamme, Patrick Wambacq

Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020

2019

Hyperspectral image classification using Non-negative Tensor Factorization and 3D Convolutional Neural Networks.

Sayeh Mirzaei, Hugo Van hamme, Shima Khosravani

Signal Process. Image Commun., 2019

Effective weakly supervised semantic frame induction using expression sharing in hierarchical hidden Markov models.

Janneke van de Loo, Jort F. Gemmeke, Guy De Pauw, Bart Ons, Walter Daelemans, Hugo Van hamme

CoRR, 2019

Robust Hierarchical Learning for Non-Negative Matrix Factorization With Outliers.

Yinan Li, Meng Sun, Hugo Van hamme, Xiongwei Zhang, Jibin Yang

IEEE Access, 2019

18μW SoC for near-microphone Keyword Spotting and Speaker Verification.

Juan Sebastian Piedrahita Giraldo, Steven Lauwereins, Komail M. H. Badami, Hugo Van hamme, Marian Verhelst

Proceedings of the 2019 Symposium on VLSI Circuits, Kyoto, Japan, June 9-14, 2019, 2019

Audiovisual Transformer Architectures for Large-Scale Classification and Synchronization of Weakly Labeled Audio Events.

Wim Boes, Hugo Van hamme

Proceedings of the 27th ACM International Conference on Multimedia, 2019

CNN-LSTM Models for Multi-Speaker Source Separation Using Bayesian Hyper Parameter Optimization.

Jeroen Zegers, Hugo Van hamme

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Practical Applicability of Deep Neural Networks for Overlapping Speaker Separation.

Pieter Appeltans, Jeroen Zegers, Hugo Van hamme

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

2018

Information-Weighted Neural Cache Language Models for ASR.

Lyan Verwimp, Joris Pelemans, Hugo Van hamme, Patrick Wambacq

Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018

The CAMETRON Lecture Recording System: High Quality Video Recording and Editing with Minimal Human Supervision.

Dries Hulens, Bram Aerts, Punarjay Chakravarty, Ali Diba, Toon Goedemé, Tom Roussel, Jeroen Zegers, Tinne Tuytelaars, Luc Van Eycken, Luc Van Gool, Hugo Van hamme, Joost Vennekens

Proceedings of the MultiMedia Modeling - 24th International Conference, 2018

TF-LM: TensorFlow-based Language Modeling Toolkit.

Lyan Verwimp, Hugo Van hamme, Patrick Wambacq

Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Memory Time Span in LSTMs for Multi-Speaker Source Separation.

Jeroen Zegers, Hugo Van hamme

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

State Gradients for RNN Memory Analysis.

Lyan Verwimp, Hugo Van hamme, Vincent Renkens, Patrick Wambacq

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

Capsule Networks for Low Resource Spoken Language Understanding.

Vincent Renkens, Hugo Van hamme

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

Multi-Scenario Deep Learning for Multi-Speaker Source Separation.

Jeroen Zegers, Hugo Van hamme

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Weakly Supervised Learning of Hidden Markov Models for Spoken Language Acquisition.

Vincent Renkens, Hugo Van hamme

IEEE ACM Trans. Audio Speech Lang. Process., 2017

Joint Denoising and Dereverberation Using Exemplar-Based Sparse Representations and Decaying Norm Constraint.

Deepak Baby, Hugo Van hamme

IEEE ACM Trans. Audio Speech Lang. Process., 2017

Automatic relevance determination for nonnegative dictionary learning in the gamma-Poisson model.

Vincent Renkens, Hugo Van hamme

Signal Process., 2017

Language Models of Spoken Dutch.

Lyan Verwimp, Joris Pelemans, Marieke Lycke, Hugo Van hamme, Patrick Wambacq

CoRR, 2017

Automatic Smoker Detection from Telephone Speech Signals.

Amir Hossein Poorjam, Soheila Hesaraki, Saeid Safavi, Hugo Van hamme, Mohamad Hasan Bahari

Proceedings of the Speech and Computer - 19th International Conference, 2017

Improving Source Separation via Multi-Speaker Representations.

Jeroen Zegers, Hugo Van hamme

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

Character-Word LSTM Language Models.

Lyan Verwimp, Joris Pelemans, Hugo Van hamme, Patrick Wambacq

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

2016

Unseen Noise Estimation Using Separable Deep Auto Encoder for Speech Enhancement.

Meng Sun, Xiongwei Zhang, Hugo Van hamme, Thomas Fang Zheng

IEEE ACM Trans. Audio Speech Lang. Process., 2016

Noise robust exemplar matching with alpha-beta divergence.

Emre Yilmaz, Jort F. Gemmeke, Hugo Van hamme

Speech Commun., 2016

Under-determined reverberant audio source separation using Bayesian Non-negative Matrix Factorization.

Sayeh Mirzaei, Hugo Van hamme, Yaser Norouzi

Speech Commun., 2016

Noise robust footstep location estimation using a wireless acoustic sensor network.

Bert Van Den Broeck, Peter Karsmakers, Hugo Van hamme, Bart Vanrumste

J. Ambient Intell. Smart Environ., 2016

Unsupervised Learning of Continuous Density HMM for Variable-Length Spoken Unit Discovery.

Meng Sun, Hugo Van hamme, Yimin Wang, Xiongwei Zhang

IEICE Trans. Inf. Syst., 2016

Incrementally learn the relevance of words in a dictionary for spoken language acquisition.

Vincent Renkens, Vikrant Tomar, Hugo Van hamme

Proceedings of the 2016 IEEE Spoken Language Technology Workshop, 2016

SCALE: A Scalable Language Engineering Toolkit.

Joris Pelemans, Lyan Verwimp, Kris Demuynck, Hugo Van hamme, Patrick Wambacq

Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Joint Sound Source Separation and Speaker Recognition.

Jeroen Zegers, Hugo Van hamme

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

Active speaker detection with audio-visual co-training.

Punarjay Chakravarty, Jeroen Zegers, Tinne Tuytelaars, Hugo Van hamme

Proceedings of the 18th ACM International Conference on Multimodal Interaction, 2016

Data selection for noise robust exemplar matching.

Emre Yilmaz, Jort F. Gemmeke, Hugo Van hamme

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Language 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

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Supervised speech dereverberation in noisy environments using exemplar-based sparse representations.

Deepak Baby, Hugo Van hamme

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Improving cross-domain n-gram language modelling with skipgrams.

Louis Onrust, Antal van den Bosch, Hugo Van hamme

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015

Coupled Dictionaries for Exemplar-Based Speech Enhancement and Automatic Speech Recognition.

Deepak Baby, Tuomas Virtanen, Jort F. Gemmeke, Hugo Van hamme

IEEE ACM Trans. Audio Speech Lang. Process., 2015

Blind audio source counting and separation of anechoic mixtures using the multichannel complex NMF framework.

Sayeh Mirzaei, Hugo Van hamme, Yaser Norouzi

Signal Process., 2015

A stable approach for model order selection in nonnegative matrix factorization.

Meng Sun, Xiongwei Zhang, Hugo Van hamme

Pattern Recognit. Lett., 2015

Two-stage blind audio source counting and separation of stereo instantaneous mixtures using Bayesian tensor factorisation.

Sayeh Mirzaei, Yaser Norouzi, Hugo Van hamme

IET Signal Process., 2015

Height estimation from speech signals using i-vectors and least-squares support vector regression.

Amir Hossein Poorjam, Mohamad Hasan Bahari, Vasileios Vasilakakis, Hugo Van hamme

Proceedings of the 38th International Conference on Telecommunications and Signal Processing, 2015

Noise robust exemplar matching for speech enhancement: applications to automatic speech recognition.

Emre Yilmaz, Deepak Baby, Hugo Van hamme

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

Mutually exclusive grounding for weakly supervised non-negative matrix factorisation.

Vincent Renkens, Hugo Van hamme

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

Efficient language model adaptation for automatic speech recognition of spoken translations.

Joris Pelemans, Tom Vanallemeersch, Kris Demuynck, Hugo Van hamme, Patrick Wambacq

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

A 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

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

Investigating modulation spectrogram features for deep neural network-based automatic speech recognition.

Deepak Baby, Hugo Van hamme

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

Who's Speaking?: Audio-Supervised Classification of Active Speakers in Video.

Punarjay Chakravarty, Sayeh Mirzaei, Tinne Tuytelaars, Hugo Van hamme

Proceedings of the 2015 ACM on International Conference on Multimodal Interaction, Seattle, WA, USA, November 09, 2015

Improving n-gram probability estimates by compound-head clustering.

Joris Pelemans, Kris Demuynck, Hugo Van hamme, Patrick Wambacq

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Exemplar-based speech enhancement for deep neural network based automatic speech recognition.

Deepak Baby, Jort F. Gemmeke, Tuomas Virtanen, Hugo Van hamme

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Adaptive noise dictionary design for noise robust exemplar matching of speech.

Emre Yilmaz, Hugo Van hamme, Jort F. Gemmeke

Proceedings of the 23rd European Signal Processing Conference, 2015

Noise robust exemplar matching with coupled dictionaries for single-channel speech enhancement.

Emre Yilmaz, Deepak Baby, Hugo Van hamme

Proceedings of the 23rd European Signal Processing Conference, 2015

Energy efficient monitoring of activities of daily living using wireless acoustic sensor networks in clean and noisy conditions.

Lode Vuegen, Bert Van Den Broeck, Peter Karsmakers, Hugo Van hamme, Bart Vanrumste

Proceedings of the 23rd European Signal Processing Conference, 2015

Hybrid input spaces for exemplar-based noise robust speech recognition using coupled dictionaries.

Deepak Baby, Hugo Van hamme

Proceedings of the 23rd European Signal Processing Conference, 2015

Monitoring activities of daily living using Wireless Acoustic Sensor Networks in clean and noisy conditions.

Lode Vuegen, Bert Van Den Broeck, Peter Karsmakers, Hugo Van hamme, Bart Vanrumste

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

Noise Robust Exemplar Matching Using Sparse Representations of Speech.

Emre Yilmaz, Jort Florent Gemmeke, Hugo Van hamme

IEEE ACM Trans. Audio Speech Lang. Process., 2014

Non-Negative Factor Analysis of Gaussian Mixture Model Weight Adaptation for Language and Dialect Recognition.

Mohamad Hasan Bahari, Najim Dehak, Hugo Van hamme, Lukás Burget, Ahmed Ali, Jim Glass

IEEE ACM Trans. Audio Speech Lang. Process., 2014

The self-taught vocal interface.

Bart Ons, Jort F. Gemmeke, Hugo Van hamme

EURASIP J. Audio Speech Music. Process., 2014

Speaker age estimation using i-vectors.

Mohamad Hasan Bahari, Mitchell McLaren, Hugo Van hamme, David A. van Leeuwen

Eng. Appl. Artif. Intell., 2014

Fast vocabulary acquisition in an NMF-based self-learning vocal user interface.

Bart Ons, Jort F. Gemmeke, Hugo Van hamme

Comput. Speech Lang., 2014

Acquisition of ordinal words using weakly supervised NMF.

Vincent Renkens, Steven Janssens, Bart Ons, Jort F. Gemmeke, Hugo Van hamme

Proceedings of the 2014 IEEE Spoken Language Technology Workshop, 2014

Dysarthric vocal interfaces with minimal training data.

Jort F. Gemmeke, Siddharth Sehgal, Stuart P. Cunningham, Hugo Van hamme

Proceedings of the 2014 IEEE Spoken Language Technology Workshop, 2014

Exemplar-based noise robust automatic speech recognition using modulation spectrogram features.

Deepak Baby, Tuomas Virtanen, Jort F. Gemmeke, Tom Barker, Hugo Van hamme

Proceedings of the 2014 IEEE Spoken Language Technology Workshop, 2014

GMM Weights Adaptation Based on Subspace Approaches for Speaker Verification.

Najim Dehak, Oldrich Plchot, Mohamad Hasan Bahari, Lukás Burget, Hugo Van hamme, Réda Dehak

Proceedings of the Odyssey 2014: The Speaker and Language Recognition Workshop, 2014

Learning Like a Toddler: Watching Television Series to Learn Vocabulary from Images and Audio.

Emre Yilmaz, Konstantinos Rematas, Tinne Tuytelaars, Hugo Van hamme

Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Speech Recognition Web Services for Dutch.

Joris Pelemans, Kris Demuynck, Hugo Van hamme, Patrick Wambacq

Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

Automatic assessment of children's reading with the FLaVoR decoding using a phone confusion model.

Emre Yilmaz, Joris Pelemans, Hugo Van hamme

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

An 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

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

Blind speech source localization, counting and separation for 2-channel convolutive mixtures in a reverberant environment.

Sayeh Mirzaei, Hugo Van hamme, Yaser Norouzi

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

Modelling primitive streaming of simple tone sequences through factorisation of modulation pattern tensors.

Tom Barker, Hugo Van hamme, Tuomas Virtanen

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

Noise-robust speech recognition with exemplar-based sparse representations using Alpha-Beta divergence.

Emre Yilmaz, Jort F. Gemmeke, Hugo Van hamme

Proceedings of the IEEE International Conference on Acoustics, 2014

Active-set newton algorithm for non-negative sparse coding of audio.

Tuomas Virtanen, Bhiksha Raj, Jort F. Gemmeke, Hugo Van hamme

Proceedings of the IEEE International Conference on Acoustics, 2014

Coping with language data sparsity: Semantic head mapping of compound words.

Joris Pelemans, Kris Demuynck, Hugo Van hamme, Patrick Wambacq

Proceedings of the IEEE International Conference on Acoustics, 2014

Coupled dictionary training for exemplar-based speech enhancement.

Deepak Baby, Tuomas Virtanen, Tom Barker, Hugo Van hamme

Proceedings of the IEEE International Conference on Acoustics, 2014

Blind audio source separation of stereo mixtures using Bayesian Non-negative Matrix Factorization.

Sayeh Mirzaei, Hugo Van hamme, Yaser Norouzi

Proceedings of the 22nd European Signal Processing Conference, 2014

2013

Missing Data Solutions for Robust Speech Recognition.

Yujun Wang, Jort F. Gemmeke, Kris Demuynck, Hugo Van hamme

Proceedings of the Essential Speech and Language Technology for Dutch, 2013

The JASMIN Speech Corpus: Recordings of Children, Non-natives and Elderly People.

Catia Cucchiarini, Hugo Van hamme

Proceedings of the Essential Speech and Language Technology for Dutch, 2013

Rapid speaker adaptation in latent speaker space with non-negative matrix factorization.

Xueru Zhang, Kris Demuynck, Hugo Van hamme

Speech Commun., 2013

Joint training of non-negative Tucker decomposition and discrete density hidden Markov models.

Meng Sun, Hugo Van hamme

Comput. Speech Lang., 2013

The Diagonalized Newton Algorithm for Nonnegative Matrix Factorization

Hugo Van hamme

Proceedings of the 1st International Conference on Learning Representations, 2013

Bayesian non-parametric matrix factorization for discovering words in spoken utterances.

Sayeh Mirzaei, Hugo Van hamme, Yaser Norouzi

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2013

An exemplar-based NMF approach to audio event detection.

Jort F. Gemmeke, Lode Vuegen, Peter Karsmakers, Bart Vanrumste, Hugo Van hamme

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2013

Automatic Monitoring of Activities of Daily Living based on Real-life Acoustic Sensor Data: a~preliminary study.

Lode Vuegen, Bert Van Den Broeck, Peter Karsmakers, Hugo Van hamme, Bart Vanrumste

Proceedings of the Fourth Workshop on Speech and Language Processing for Assistive Technologies, 2013

A Self Learning Vocal Interface for Speech-impaired Users.

Bart Ons, Netsanet M. Tessema, Janneke van de Loo, Jort F. Gemmeke, Guy De Pauw, Walter Daelemans, Hugo Van hamme

Proceedings of the Fourth Workshop on Speech and Language Processing for Assistive Technologies, 2013

Automating speech reception threshold measurements using automatic speech recognition.

Hanne Deprez, Emre Yilmaz, Stefan Lievens, Hugo Van hamme

Proceedings of the Fourth Workshop on Speech and Language Processing for Assistive Technologies, 2013

Comparing and combining classifiers for self-taught vocal interfaces.

Lize Broekx, Katrien Dreesen, Jort Florent Gemmeke, Hugo Van hamme

Proceedings of the Fourth Workshop on Speech and Language Processing for Assistive Technologies, 2013

Model order estimation using Bayesian NMF for discovering phone patterns in spoken utterances.

Sayeh Mirzaei, Hugo Van hamme, Yaser Norouzi

Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

Self-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

Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

A diagonalized newton algorithm for non-negative sparse coding.

Hugo Van hamme

Proceedings of the IEEE International Conference on Acoustics, 2013

Embedding time warping in exemplar-based sparse representations of speech.

Emre Yilmaz, Jort F. Gemmeke, Hugo Van hamme

Proceedings of the IEEE International Conference on Acoustics, 2013

Accent 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

Proceedings of the IEEE International Conference on Acoustics, 2013

Exemplar selection techniques for sparse representations of speech using multiple dictionaries.

Emre Yilmaz, Jort F. Gemmeke, Hugo Van hamme

Proceedings of the 21st European Signal Processing Conference, 2013

NMF-based keyword learning from scarce data.

Bart Ons, Jort F. Gemmeke, Hugo Van hamme

Proceedings of the 2013 IEEE Workshop on Automatic Speech Recognition and Understanding, 2013

2012

Large Scale Graph Regularized Non-Negative Matrix Factorization With ℓ₁ Normalization Based on Kullback-Leibler Divergence.

Meng Sun, Hugo Van hamme

IEEE Trans. Signal Process., 2012

Supervised input space scaling for non-negative matrix factorization.

Joris Driesen, Hugo Van hamme

Signal Process., 2012

Human language technology and communicative disabilities: requirements and possibilities for the future.

Marina B. Ruiter, Lilian Beijer, Catia Cucchiarini, Emiel Krahmer, Toni C. M. Rietveld, Helmer Strik, Hugo Van hamme

Lang. Resour. Evaluation, 2012

Multi-candidate missing data imputation for robust speech recognition.

Yujun Wang, Hugo Van hamme

EURASIP J. Audio Speech Music. Process., 2012

Subspace-GMM acoustic models for under-resourced languages: feasibility study.

Xueru Zhang, Kris Demuynck, Dirk Van Compernolle, Hugo Van hamme

Proceedings of the Third Workshop on Spoken Language Technologies for Under-resourced Languages, 2012

Noise-robust digit recognition with exemplar-based sparse representations of variable length.

Emre Yilmaz, Jort F. Gemmeke, Dirk Van Compernolle, Hugo Van hamme

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012

Combining exemplar-based matching and exemplar-based sparse representations of speech.

Emre Yilmaz, Dirk Van Compernolle, Hugo Van hamme

Proceedings of the 2012 Symposium on Machine Learning in Speech and Language Processing, 2012

Label Noise Robustness and Learning Speed in a Self-Learning Vocal User Interface.

Bart Ons, Jort F. Gemmeke, Hugo Van hamme

Proceedings of the Natural Interaction with Robots, 2012

Speaker age estimation using Hidden Markov Model weight supervectors.

Mohamad Hasan Bahari, Hugo Van hamme

Proceedings of the 11th International Conference on Information Science, 2012

Speaker adaptation using Maximum Likelihood General Regression.

Mohamad Hasan Bahari, Hugo Van hamme

Proceedings of the 11th International Conference on Information Science, 2012

Robust Tracking for Automatic Reading Tutors.

Emre Yilmaz, Dirk Van Compernolle, Hugo Van hamme

Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

Advances in noise robust digit recognition using hybrid exemplar-based techniques.

Jort F. Gemmeke, Hugo Van hamme

Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

A 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

Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

Data-driven speech representations for NMF-based word learning.

Joris Driesen, Jort F. Gemmeke, Hugo Van hamme

Proceedings of the ISCA Workshop on Statistical And Perceptual Audition, 2012

Age Estimation from Telephone Speech using i-vectors.

Mohamad Hasan Bahari, Mitchell McLaren, Hugo Van hamme, David A. van Leeuwen

Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

Latent variable speaker adaptation of Gaussian mixture weights and means.

Xueru Zhang, Kris Demuynck, Hugo Van hamme

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Tri-factorization learning of sub-word units with application to vocabulary acquisition.

Meng Sun, Hugo Van hamme

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Fast word acquisition in an NMF-based learning framework.

Joris Driesen, Hugo Van hamme

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Weakly supervised keyword learning using sparse representations of speech.

Joris Driesen, Jort F. Gemmeke, Hugo Van hamme

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

An On-Line NMF Model for Temporal Pattern Learning: Theory with Application to Automatic Speech Recognition.

Hugo Van hamme

Proceedings of the Latent Variable Analysis and Signal Separation, 2012

Towards 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

Proceedings of the 1st Workshop on Speech and Multimodal Interaction in Assistive Environments, 2012

2011

Advances in Missing Feature Techniques for Robust Large-Vocabulary Continuous Speech Recognition.

Maarten Van Segbroeck, Hugo Van hamme

IEEE Trans. Speech Audio Process., 2011

Sparse conjugate directions pursuit with application to fixed-size kernel models.

Peter Karsmakers, Kristiaan Pelckmans, Kris De Brabanter, Hugo Van hamme, Johan A. K. Suykens

Mach. Learn., 2011

Modelling vocabulary acquisition, adaptation and generalization in infants using adaptive Bayesian PLSA.

Joris Driesen, Hugo Van hamme

Neurocomputing, 2011

Gaussian Selection Using Self-Organizing Map for Automatic Speech Recognition.

Yujun Wang, Hugo Van hamme

Proceedings of the Advances in Self-Organizing Maps - 8th International Workshop, 2011

A two-layer non-negative matrix factorization model for vocabulary discovery.

Meng Sun, Hugo Van hamme

Proceedings of the 2011 Symposium on Machine Learning in Speech and Language Processing, 2011

Rapid Speaker Adaptation using Maximum Likelihood Neural Regression.

Mohamad Hasan Bahari, Hugo Van hamme

Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Image pattern discovery by using the spatial closeness of visual code words.

Meng Sun, Hugo Van hamme

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Phonetic analysis of a computational model for vocabulary acquisition from auditory inputs.

Hugo Van hamme

Proceedings of the 1st International Conference on Development and Learning and on Epigenetic Robotics, 2011

Rapid speaker adaptation with speaker adaptive training and non-negative matrix factorization.

Xueru Zhang, Kris Demuynck, Hugo Van hamme

Proceedings of the IEEE International Conference on Acoustics, 2011

Unsupervised vocabulary discovery using non-negative matrix factorization with graph regularization.

Meng Sun, Hugo Van hamme

Proceedings of the IEEE International Conference on Acoustics, 2011

Progress in example based automatic speech recognition.

Kris Demuynck, Dino Seppi, Hugo Van hamme, Dirk Van Compernolle

Proceedings of the IEEE International Conference on Acoustics, 2011

Speaker age estimation and gender detection based on supervised Non-Negative Matrix Factorization.

Mohamad Hasan Bahari, Hugo Van hamme

Proceedings of the IEEE Workshop on Biometric Measurements and Systems for Security and Medical Applications, 2011

An hierarchical exemplar-based sparse model of speech, with an application to ASR.

Jort F. Gemmeke, Hugo Van hamme

Proceedings of the 2011 IEEE Workshop on Automatic Speech Recognition & Understanding, 2011

Automatic Speech Recognition Using Missing Data Techniques: Handling of Real-World Data.

Jort F. Gemmeke, Maarten Van Segbroeck, Yujun Wang, Bert Cranen, Hugo Van hamme

Proceedings of the Robust Speech Recognition of Uncertain or Missing Data, 2011

2010

Compressive Sensing for Missing Data Imputation in Noise Robust Speech Recognition.

Jort F. Gemmeke, Hugo Van hamme, Bert Cranen, Louis Boves

IEEE J. Sel. Top. Signal Process., 2010

Learning from images and speech with Non-negative Matrix Factorization enhanced by input space scaling.

Joris Driesen, Hugo Van hamme, W. Bastiaan Kleijn

Proceedings of the 2010 IEEE Spoken Language Technology Workshop, 2010

Feature versus model based noise robustness.

Kris Demuynck, Xueru Zhang, Dirk Van Compernolle, Hugo Van hamme

Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010

Histogram equalization and noise masking for robust speech recognition.

Xueru Zhang, Kris Demuynck, Hugo Van hamme

Proceedings of the IEEE International Conference on Acoustics, 2010

2009

Automatic voice onset time estimation from reassignment spectra.

Veronique Stouten, Hugo Van hamme

Speech Commun., 2009

Unsupervised learning of time-frequency patches as a noise-robust representation of speech.

Maarten Van Segbroeck, Hugo Van hamme

Speech Commun., 2009

Developing a reading tutor: Design and evaluation of dedicated speech recognition and synthesis modules.

Jacques Duchateau, Yuk On Kong, Leen Cleuren, Lukas Latacz, Jan Roelens, Abdurrahman Samir, Kris Demuynck, Pol Ghesquière, Werner Verhelst, Hugo Van hamme

Speech Commun., 2009

A Computational Model of Language Acquisition: the Emergence of Words.

Louis ten Bosch, Lou Boves, Hugo Van hamme, Roger K. Moore

Fundam. Informaticae, 2009

On a Computational Model for Language Acquisition: Modeling Cross-Speaker Generalisation.

Louis ten Bosch, Joris Driesen, Hugo Van hamme, Lou Boves

Proceedings of the Text, Speech and Dialogue, 12th International Conference, 2009

Applying non-negative matrix factorization on time-frequency reassignment spectra for missing data mask estimation.

Maarten Van Segbroeck, Hugo Van hamme

Proceedings of the 10th Annual Conference of the International Speech Communication Association, 2009

Application 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

Proceedings of the 10th Annual Conference of the International Speech Communication Association, 2009

Evaluation of phone lattice based speech decoding.

Jacques Duchateau, Kris Demuynck, Hugo Van hamme

Proceedings of the 10th Annual Conference of the International Speech Communication Association, 2009

Adaptive non-negative matrix factorization in a computational model of language acquisition.

Joris Driesen, Louis ten Bosch, Hugo Van hamme

Proceedings of the 10th Annual Conference of the International Speech Communication Association, 2009

2008

Discovering Phone Patterns in Spoken Utterances by Non-Negative Matrix Factorization.

Veronique Stouten, Kris Demuynck, Hugo Van hamme

IEEE Signal Process. Lett., 2008

Recording Speech of Children, Non-Natives and Elderly People for HLT Applications: the JASMIN-CGN Corpus.

Catia Cucchiarini, Joris Driesen, Hugo Van hamme, Eric Sanders

Proceedings of the International Conference on Language Resources and Evaluation, 2008

Children's Oral Reading Corpus (CHOREC): Description and Assessment of Annotator Agreement.

Leen Cleuren, Jacques Duchateau, Pol Ghesquière, Hugo Van hamme

Proceedings of the International Conference on Language Resources and Evaluation, 2008

HAC-models: a novel approach to continuous speech recognition.

Hugo Van hamme

Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008

Comparison of variable selection methods and classifiers for native accent identification.

Tingyao Wu, Peter Karsmakers, Hugo Van hamme, Dirk Van Compernolle

Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008

Discriminative model combination and language model selection in a reading tutor for children.

Abdurrahman Samir, Jacques Duchateau, Hugo Van hamme

Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008

Lip synchronization: from phone lattice to PCA eigen-projections using neural networks.

Samer Al Moubayed, Michaël De Smet, Hugo Van hamme

Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008

Improving the multigram algorithm by using lattices as input.

Joris Driesen, Hugo Van hamme

Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008

A computational model of language acquisition: focus on word discovery.

Louis ten Bosch, Hugo Van hamme, Lou Boves

Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008

Robust speech recognition using missing data techniques in the prospect domain and fuzzy masks.

Maarten Van Segbroeck, Hugo Van hamme

Proceedings of the IEEE International Conference on Acoustics, 2008

Estimation 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

Proceedings of the IEEE International Conference on Acoustics, 2008

Fast speaker adaptation using non-negative matrix factorization.

Jacques Duchateau, Tobias Leroy, Kris Demuynck, Hugo Van hamme

Proceedings of the IEEE International Conference on Acoustics, 2008

Unsupervised learning of auditory filter banks using non-negative matrix factorisation.

Alexander Bertrand, Kris Demuynck, Veronique Stouten, Hugo Van hamme

Proceedings of the IEEE International Conference on Acoustics, 2008

2007

Estimation of the Voicing Cut-Off Frequency Contour Based on a Cumulative Harmonicity Score.

Kris Hermus, Hugo Van hamme, Sufian Irhimeh

IEEE Signal Process. Lett., 2007

A Review of Signal Subspace Speech Enhancement and Its Application to Noise Robust Speech Recognition.

Kris Hermus, Patrick Wambacq, Hugo Van hamme

EURASIP J. Adv. Signal Process., 2007

Automatically learning the units of speech by non-negative matrix factorisation.

Veronique Stouten, Kris Demuynck, Hugo Van hamme

Proceedings of the 8th Annual Conference of the International Speech Communication Association, 2007

Vector-quantization based mask estimation for missing data automatic speech recognition.

Maarten Van Segbroeck, Hugo Van hamme

Proceedings of the 8th Annual Conference of the International Speech Communication Association, 2007

Fixed-size kernel logistic regression for phoneme classification.

Peter Karsmakers, Kristiaan Pelckmans, Johan A. K. Suykens, Hugo Van hamme

Proceedings of the 8th Annual Conference of the International Speech Communication Association, 2007

Automatic assessment of children's reading level.

Jacques Duchateau, Leen Cleuren, Hugo Van hamme, Pol Ghesquière

Proceedings of the 8th Annual Conference of the International Speech Communication Association, 2007

DCT-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

Proceedings of the IEEE International Conference on Acoustics, 2007

2006

Model-based feature enhancement with uncertainty decoding for noise robust ASR.

Veronique Stouten, Hugo Van hamme, Patrick Wambacq

Speech Commun., 2006

JASMIN-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

Proceedings of the Fifth International Conference on Language Resources and Evaluation, 2006

Single frame selection for phoneme classification.

Tingyao Wu, Dirk Van Compernolle, Jacques Duchateau, Hugo Van hamme

Proceedings of the Ninth International Conference on Spoken Language Processing, 2006

Handling convolutional noise in missing data automatic speech recognition.

Maarten Van Segbroeck, Hugo Van hamme

Proceedings of the Ninth International Conference on Spoken Language Processing, 2006

Robust phone lattice decoding.

Kris Demuynck, Dirk Van Compernolle, Hugo Van hamme

Proceedings of the Ninth International Conference on Spoken Language Processing, 2006

Developing an automatic assessment tool for children²s oral reading.

Leen Cleuren, Jacques Duchateau, Alain Sips, Pol Ghesquière, Hugo Van hamme

Proceedings of the Ninth International Conference on Spoken Language Processing, 2006

Handling Time-Derivative Features in a Missing Data Framework for Robust Automatic Speech Recognition.

Hugo Van hamme

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Maximum Likelihood Based Temporal Frame Selection.

Tingyao Wu, Dirk Van Compernolle, Jacques Duchateau, Hugo Van hamme

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Application 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

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005

Kalman and unscented kalman filter feature enhancement for noise robust ASR.

Veronique Stouten, Hugo Van hamme, Patrick Wambacq

Proceedings of the 9th European Conference on Speech Communication and Technology, 2005

PROSPECT features and their application to missing data techniques for vocal tract length normalization.

Wim Jansen, Hugo Van hamme

Proceedings of the 9th European Conference on Speech Communication and Technology, 2005

Statistical language models for large vocabulary spontaneous speech recognition in dutch.

Jacques Duchateau, Dong Hoon Van Uytsel, Hugo Van hamme, Patrick Wambacq

Proceedings of the 9th European Conference on Speech Communication and Technology, 2005

Effect of Phase-Sensitive Environment Model and Higher Order VTS on Noisy Speech Feature Enhancement.

Veronique Stouten, Hugo Van hamme, Patrick Wambacq

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004

A Comparison of Two Different Approaches to Morphological Analysis of Dutch.

Guy De Pauw, Tom Laureys, Walter Daelemans, Hugo Van hamme

Proceedings of the 7th Meeting of the ACL Special Interest Group in Computational Phonology: Current Themes in Computational Phonology and Morphology, 2004

Evaluation and Adaptation of the Celex Dutch Morphological Database.

Tom Laureys, Guy De Pauw, Hugo Van hamme, Walter Daelemans, Dirk Van Compernolle

Proceedings of the Fourth International Conference on Language Resources and Evaluation, 2004

Use and Evaluation of Prosodic Annotations in Dutch.

Jacques Duchateau, Tim Ceyssens, Hugo Van hamme

Proceedings of the Fourth International Conference on Language Resources and Evaluation, 2004

Accounting for the uncertainty of speech estimates in the context of model-based feature enhancement.

Hugo Van hamme, Patrick Wambacq, Veronique Stouten

Proceedings of the 8th International Conference on Spoken Language Processing, 2004

PROSPECT features and their application to missing data techniques for robust speech recognition.

Hugo Van hamme

Proceedings of the 8th International Conference on Spoken Language Processing, 2004

Joint removal of additive and convolutional noise with model-based feature enhancement.

Veronique Stouten, Hugo Van hamme, Patrick Wambacq

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Robust speech recognition using cepstral domain missing data techniques and noisy masks.

Hugo Van hamme

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003

Correction of likelihoods for degrees of freedom in robust speech recognition using missing feature theory.

Hugo Van hamme

Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003

Evaluation of model-based feature enhancement on the AURORA-4 task.

Veronique Stouten, Hugo Van hamme, Jacques Duchateau, Patrick Wambacq

Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

Robust speech recognition using model-based feature enhancement.

Veronique Stouten, Hugo Van hamme, Kris Demuynck, Patrick Wambacq

Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

Robust speech recognition using missing feature theory in the cepstral or LDA domain.

Hugo Van hamme

Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

Two correction models for likelihoods in robust speech recognition using missing feature theory.

Hugo Van hamme

Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

Assessment of dereverberation algorithms for large vocabulary speech recognition systems.

Koen Eneman, Jacques Duchateau, Marc Moonen, Dirk Van Compernolle, Hugo Van hamme

Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

FLavor: a flexible architecture for LVCSR.

Kris Demuynck, Tom Laureys, Dirk Van Compernolle, Hugo Van hamme

Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

2002

Investigation of speech recognition over IP channels.

Jim Van Sciver, Jeff Z. Ma, Filiep Vanpoucke, Hugo Van hamme

Proceedings of the IEEE International Conference on Acoustics, 2002

2000

Dialect adaptation for Mandarin Chinese speech recognition.

Frédéric Beaugendre, Tom Claes, Hugo Van hamme

Proceedings of the Sixth International Conference on Spoken Language Processing, 2000

Evaluation of various confidence-based strategies for isolated word rejection.

Elena Tsiporkova, Filiep Vanpoucke, Hugo Van hamme

Proceedings of the IEEE International Conference on Acoustics, 2000

Model-based feature enhancement for noisy speech recognition.

Christophe Couvreur, Hugo Van hamme

Proceedings of the IEEE International Conference on Acoustics, 2000

1999

Accuracy versus complexity in context dependent phone modeling.

Wei Xu, Jacques Duchateau, Kris Demuynck, Ioannis Dologlou, Patrick Wambacq, Dirk Van Compernolle, Hugo Van hamme

Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999

1998

Adapting Western Language Recognizer for Chinese Recognition.

Hong Xu, Frédéric Beaugendre, Hugo Van hamme

Proceedings of the 1998 International Symposium on Chinese Spoken Language Processing, 1998

Speaker normalization for automatic speech recognition - An on-line approach.

Ioannis Dologlou, Tom Claes, Louis ten Bosch, Dirk Van Compernolle, Hugo Van hamme

Proceedings of the 9th European Signal Processing Conference, 1998

1996

General framework for asymptotic properties of generalized weighted nonlinear least-squares estimators with deterministic and stochastic weighting.

Gerd Vandersteen, Hugo Van hamme, Rik Pintelon

IEEE Trans. Autom. Control., 1996

An adaptive-beam pruning technique for continuous speech recognition.

Hugo Van hamme, Filip Van Aelten

Proceedings of the 4th International Conference on Spoken Language Processing, 1996

1994

Parametric identification of transfer functions in the frequency domain-a survey.

Rik Pintelon, Patrick Guillaume, Yves Rolain, Johan Schoukens, Hugo Van hamme

IEEE Trans. Autom. Control., 1994

Identification of linear dynamic systems using piecewise constant excitations: Use, misuse and alternatives.

Johan Schoukens, Rik Pintelon, Hugo Van hamme

Autom., 1994

Comparison 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, Hervé Bourlard

Proceedings of the 3rd International Conference on Spoken Language Processing, 1994

ARDOSS: autoregressive domain spectral subtraction for robust speech recognition in additive noise.

Hugo Van hamme

Proceedings of the 3rd International Conference on Spoken Language Processing, 1994

1991

A stochastical limit to the resolution of least squares estimation of the frequencies of a double complex sinusoid.

Hugo Van hamme

IEEE Trans. Signal Process., 1991

Maximum likelihood estimation of superimposed complex sinusoids in white Gaussian noise by reduced effort coarse search (RECS).

Hugo Van hamme

IEEE Trans. Signal Process., 1991

1988

Karhunen-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

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1988