| 2017 | ICASSP | 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 |
| 2017 | ICASSP | 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 |
| 2017 | ICASSP | 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 |
| 2016 | ICASSP | Data selection for noise robust exemplar matching. | Emre Yilmaz, Jort F. Gemmeke, Hugo Van hamme |
| 2015 | ICASSP | Exemplar-based speech enhancement for deep neural network based automatic speech recognition. | Deepak Baby, Jort F. Gemmeke, Tuomas Virtanen, Hugo Van hamme |
| 2015 | Interspeech | 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 |
| 2014 | ICASSP | Active-set newton algorithm for non-negative sparse coding of audio. | Tuomas Virtanen, Bhiksha Raj, Jort F. Gemmeke, Hugo Van hamme |
| 2014 | ICASSP | Noise-robust speech recognition with exemplar-based sparse representations using Alpha-Beta divergence. | Emre Yilmaz, Jort F. Gemmeke, Hugo Van hamme |
| 2014 | Interspeech | Investigating NMF speech enhancement for neural network based acoustic models. | Jrgen T. Geiger, Jort F. Gemmeke, Bjrn W. Schuller, Gerhard Rigoll |
| 2014 | Interspeech | 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 |
| 2013 | ASRU | NMF-based keyword learning from scarce data. | Bart Ons, Jort F. Gemmeke, Hugo Van hamme |
| 2013 | ICASSP | Exemplar-based joint channel and noise compensation. | Jort F. Gemmeke, Tuomas Virtanen, Kris Demuynck |
| 2013 | ICASSP | Embedding time warping in exemplar-based sparse representations of speech. | Emre Yilmaz, Jort F. Gemmeke, Hugo Van hamme |
| 2013 | Interspeech | 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 |
| 2012 | ACL | 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 |
| 2012 | ICASSP | Weakly supervised keyword learning using sparse representations of speech. | Joris Driesen, Jort F. Gemmeke, Hugo Van hamme |
| 2012 | ICASSP | Non-negative matrix factorization for highly noise-robust ASR: To enhance or to recognize? | Felix Weninger, Martin Wllmer, Jrgen T. Geiger, Bjrn W. Schuller, Jort F. Gemmeke, Antti Hurmalainen, Tuomas Virtanen, Gerhard Rigoll |
| 2012 | Interspeech | Data-driven speech representations for NMF-based word learning. | Joris Driesen, Jort F. Gemmeke, Hugo Van hamme |
| 2012 | Interspeech | Advances in noise robust digit recognition using hybrid exemplar-based techniques. | Jort F. Gemmeke, Hugo Van hamme |
| 2012 | Interspeech | 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 |
| 2012 | Interspeech | 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 |
| 2012 | Interspeech | 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 |
| 2011 | ASRU | An hierarchical exemplar-based sparse model of speech, with an application to ASR. | Jort F. Gemmeke, Hugo Van hamme |
| 2011 | ICASSP | Non-negative matrix deconvolution in noise robust speech recognition. | Antti Hurmalainen, Jort F. Gemmeke, Tuomas Virtanen |
| 2011 | Interspeech | Globality-Locality Consistent Discriminant Analysis for Phone Classification. | Heyun Huang, Yang Liu, Jort F. Gemmeke, Louis ten Bosch, Bert Cranen, Lou Boves |
| 2011 | Interspeech | Uncertainty Measures for Improving Exemplar-Based Source Separation. | Heikki Kallasjoki, Ulpu Remes, Jort F. Gemmeke, Tuomas Virtanen, Kalle J. Palomki |
| 2011 | Interspeech | Mapping Sparse Representation to State Likelihoods in Noise-Robust Automatic Speech Recognition. | Katariina Mahkonen, Antti Hurmalainen, Tuomas Virtanen, Jort F. Gemmeke |
| 2011 | Interspeech | Improvements of a Dual-Input DBN for Noise Robust ASR. | Yang Sun, Jort F. Gemmeke, Bert Cranen, Louis ten Bosch, Lou Boves |
| 2010 | ICASSP | Noise robust exemplar-based connected digit recognition. | Jort F. Gemmeke, Tuomas Virtanen |
| 2010 | Interspeech | Observation uncertainty measures for sparse imputation. | Jort F. Gemmeke, Ulpu Remes, Kalle J. Palomki |
| 2010 | Interspeech | Artificial and online acquired noise dictionaries for noise robust ASR. | Jort F. Gemmeke, Tuomas Virtanen |
| 2010 | Interspeech | Using a DBN to integrate sparse classification and GMM-based ASR. | Yang Sun, Jort F. Gemmeke, Bert Cranen, Louis ten Bosch, Lou Boves |
| 2010 | Interspeech | State-based labelling for a sparse representation of speech and its application to robust speech recognition. | Tuomas Virtanen, Jort F. Gemmeke, Antti Hurmalainen |
| 2009 | ICASSP | Sparse imputation for noise robust speech recognition using soft masks. | Jort F. Gemmeke, Bert Cranen |
| 2009 | Interspeech | 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 |
| 2008 | Interspeech | Noise reduction through compressed sensing. | Jort F. Gemmeke, Bert Cranen |