Jort F. Gemmeke

According to our database, Jort F. Gemmeke authored at least 79 papers between 2008 and 2019.

Collaborative distances:

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

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

2017

Large-scale audio event discovery in one million YouTube videos.

Aren Jansen, Jort F. Gemmeke, Daniel P. W. Ellis, Xiaofeng Liu, Wade Lawrence, Dylan Freedman

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

CNN architectures for large-scale audio classification.

Shawn Hershey, Sourish Chaudhuri, Daniel P. W. Ellis, Jort F. Gemmeke, Aren Jansen, R. Channing Moore, Manoj Plakal, Devin Platt, Rif A. Saurous, Bryan Seybold, Malcolm Slaney, Ron J. Weiss, Kevin W. Wilson

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Audio Set: An ontology and human-labeled dataset for audio events.

Jort F. Gemmeke, Daniel P. W. Ellis, Dylan Freedman, Aren Jansen, Wade Lawrence, R. Channing Moore, Manoj Plakal, Marvin Ritter

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

Noise robust exemplar matching with alpha-beta divergence.

Emre Yilmaz, Jort F. Gemmeke, Hugo Van hamme

Speech Commun., 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

2015

Speech Enhancement Under Low SNR Conditions Via Noise Estimation Using Sparse and Low-Rank NMF with Kullback-Leibler Divergence.

Meng Sun, Yinan Li, Jort F. Gemmeke, Xiongwei Zhang

IEEE ACM Trans. Audio Speech Lang. Process., 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

Compositional Models for Audio Processing: Uncovering the structure of sound mixtures.

Tuomas Virtanen, Jort Florent Gemmeke, Bhiksha Raj, Paris Smaragdis

IEEE Signal Process. Mag., 2015

Feature enhancement of reverberant speech by distribution matching and non-negative matrix factorization.

Sami Keronen, Heikki Kallasjoki, Kalle J. Palomäki, Guy J. Brown, Jort F. Gemmeke

EURASIP J. Adv. Signal Process., 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

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

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

Estimating Uncertainty to Improve Exemplar-Based Feature Enhancement for Noise Robust Speech Recognition.

Heikki Kallasjoki, Jort F. Gemmeke, Kalle J. Palomäki

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

Memory-Enhanced Neural Networks and NMF for Robust ASR.

Jürgen T. Geiger, Felix Weninger, Jort F. Gemmeke, Martin Wöllmer, Björn W. Schuller, Gerhard Rigoll

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

Fusion of parametric and non-parametric approaches to noise-robust ASR.

Yang Sun, Jort F. Gemmeke, Bert Cranen, Louis ten Bosch, Lou Boves

Speech Commun., 2014

The self-taught vocal interface.

Bart Ons, Jort F. Gemmeke, Hugo Van hamme

EURASIP J. Audio Speech Music. Process., 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

Ultra-low-power voice-activity-detector through context- and resource-cost-aware feature selection in decision trees.

Steven Lauwereins, Wannes Meert, Jort F. Gemmeke, Marian Verhelst

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

Investigating NMF speech enhancement for neural network based acoustic models.

Jürgen T. Geiger, Jort F. Gemmeke, Björn W. Schuller, Gerhard Rigoll

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

The self-taught vocal interface.

Jort F. Gemmeke

Proceedings of the 4th Joint Workshop on Hands-free Speech Communication and Microphone Arrays, 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

Active-Set Newton Algorithm for Overcomplete Non-Negative Representations of Audio.

Tuomas Virtanen, Jort Florent Gemmeke, Bhiksha Raj

IEEE Trans. Speech Audio Process., 2013

Mask estimation and imputation methods for missing data speech recognition in a multisource reverberant environment.

Sami Keronen, Heikki Kallasjoki, Ulpu Remes, Guy J. Brown, Jort F. Gemmeke, Kalle J. Palomäki

Comput. Speech Lang., 2013

Modelling non-stationary noise with spectral factorisation in automatic speech recognition.

Antti Hurmalainen, Jort F. Gemmeke, Tuomas Virtanen

Comput. Speech Lang., 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

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

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

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

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

Exemplar-based joint channel and noise compensation.

Jort F. Gemmeke, Tuomas Virtanen, Kris Demuynck

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

Exemplar-Based Processing for Speech Recognition: An Overview.

Tara N. Sainath, Bhuvana Ramabhadran, David Nahamoo, Dimitri Kanevsky, Dirk Van Compernolle, Kris Demuynck, Jort F. Gemmeke, Jerome R. Bellegarda, Shiva Sundaram

IEEE Signal Process. Mag., 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

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

Combination of Sparse Classification and Multilayer Perceptron for Noise-robust ASR.

Yang Sun, Mathew M. Doss, Jort F. Gemmeke, Bert Cranen, Louis ten Bosch, Lou Boves

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

Using Sparse Classification Outputs as Feature Observations for Noise-robust ASR.

Yang Sun, Bert Cranen, Jort F. Gemmeke, Louis ten Bosch, Lou Boves, Mathew M. Doss

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

Non-negative matrix factorization for highly noise-robust ASR: To enhance or to recognize?

Felix Weninger, Martin Wöllmer, Jürgen T. Geiger, Björn W. Schuller, Jort F. Gemmeke, Antti Hurmalainen, Tuomas Virtanen, Gerhard Rigoll

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

Detection, separation and recognition of speech from continuous signals using spectral factorisation.

Antti Hurmalainen, Jort F. Gemmeke, Tuomas Virtanen

Proceedings of the 20th European Signal Processing Conference, 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

Missing-Data Techniques: Feature Reconstruction.

Jort Florent Gemmeke, Ulpu Remes

Proceedings of the Techniques for Noise Robustness in Automatic Speech Recognition, 2012

2011

Exemplar-Based Sparse Representations for Noise Robust Automatic Speech Recognition.

Jort F. Gemmeke, Tuomas Virtanen, Antti Hurmalainen

IEEE Trans. Speech Audio Process., 2011

Sparse imputation for large vocabulary noise robust ASR.

Jort F. Gemmeke, Bert Cranen, Ulpu Remes

Comput. Speech Lang., 2011

Improvements of a Dual-Input DBN for Noise Robust ASR.

Yang Sun, Jort F. Gemmeke, Bert Cranen, Louis ten Bosch, Lou Boves

Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

Mapping Sparse Representation to State Likelihoods in Noise-Robust Automatic Speech Recognition.

Katariina Mahkonen, Antti Hurmalainen, Tuomas Virtanen, Jort F. Gemmeke

Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

Uncertainty Measures for Improving Exemplar-Based Source Separation.

Heikki Kallasjoki, Ulpu Remes, Jort F. Gemmeke, Tuomas Virtanen, Kalle J. Palomäki

Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

Globality-Locality Consistent Discriminant Analysis for Phone Classification.

Heyun Huang, Yang Liu, Jort F. Gemmeke, Louis ten Bosch, Bert Cranen, Lou Boves

Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

Non-negative matrix deconvolution in noise robust speech recognition.

Antti Hurmalainen, Jort F. Gemmeke, Tuomas Virtanen

Proceedings of the IEEE International Conference on Acoustics, 2011

Early fusion of Sparse Classification and GMM for noise robust ASR.

Yang Sun, Jort F. Gemmeke, Bert Cranen, Louis ten Bosch, Lou Boves

Proceedings of the 19th European Signal Processing Conference, 2011

Exploiting local and global structures for TIMIT phone classification.

Heyun Huang, Louis ten Bosch, Jort F. Gemmeke, Bert Cranen, Lou Boves

Proceedings of the 19th European Signal Processing Conference, 2011

Toward a practical implementation of exemplar-based noise robust ASR.

Jort F. Gemmeke, Antti Hurmalainen, Tuomas Virtanen, Yang Sun

Proceedings of the 19th European Signal Processing Conference, 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

State-based labelling for a sparse representation of speech and its application to robust speech recognition.

Tuomas Virtanen, Jort F. Gemmeke, Antti Hurmalainen

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

Using a DBN to integrate sparse classification and GMM-based ASR.

Yang Sun, Jort F. Gemmeke, Bert Cranen, Louis ten Bosch, Lou Boves

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

Artificial and online acquired noise dictionaries for noise robust ASR.

Jort F. Gemmeke, Tuomas Virtanen

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

Observation uncertainty measures for sparse imputation.

Jort F. Gemmeke, Ulpu Remes, Kalle J. Palomäki

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

Noise robust exemplar-based connected digit recognition.

Jort F. Gemmeke, Tuomas Virtanen

Proceedings of the IEEE International Conference on Acoustics, 2010

2009

TR02: State dependent oracle masks for improved dynamical features

Jort F. Gemmeke, Bert Cranen

CoRR, 2009

TR01: Time-continuous Sparse Imputation

Jort F. Gemmeke, Bert Cranen

CoRR, 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

Missing data imputation using compressive sensing techniques for connected digit recognition.

Jort F. Gemmeke, Bert Cranen

Proceedings of the 16th International Conference on Digital Signal Processing, 2009

Sparse imputation for noise robust speech recognition using soft masks.

Jort F. Gemmeke, Bert Cranen

Proceedings of the IEEE International Conference on Acoustics, 2009

Using sparse representations for exemplar based continuous digit recognition.

Jort F. Gemmeke, Louis ten Bosch, Lou Boves, Bert Cranen

Proceedings of the 17th European Signal Processing Conference, 2009

2008

Noise reduction through compressed sensing.

Jort F. Gemmeke, Bert Cranen

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

Using sparse representations for missing data imputation in noise robust speech recognition.

Jort F. Gemmeke, Bert Cranen

Proceedings of the 2008 16th European Signal Processing Conference, 2008