Jort F. Gemmeke

Publication Activity (10 Years)

Years Active: 2008-2019
Publications (10 Years): 7

Top Topics

Sparse Representation

Imputation Methods

Speech Recognition

Top Venues

IEEE ACM Trans. Audio Speech Lang. Process.

Publications

Janneke van de Loo, Jort F. Gemmeke, Guy De Pauw, Bart Ons, Walter Daelemans, Hugo Van hamme
Effective weakly supervised semantic frame induction using expression sharing in hierarchical hidden Markov models. CoRR (2019)
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
CNN architectures for large-scale audio classification. ICASSP (2017)
Aren Jansen, Jort F. Gemmeke, Daniel P. W. Ellis, Xiaofeng Liu, Wade Lawrence, Dylan Freedman
Large-scale audio event discovery in one million YouTube videos. ICASSP (2017)
Jort F. Gemmeke, Daniel P. W. Ellis, Dylan Freedman, Aren Jansen, Wade Lawrence, R. Channing Moore, Manoj Plakal, Marvin Ritter
Audio Set: An ontology and human-labeled dataset for audio events. ICASSP (2017)
Emre Yilmaz, Jort F. Gemmeke, Hugo Van hamme
Data selection for noise robust exemplar matching. ICASSP (2016)
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
CNN Architectures for Large-Scale Audio Classification. CoRR (2016)
Emre Yilmaz, Jort F. Gemmeke, Hugo Van hamme
Noise robust exemplar matching with alpha-beta divergence. Speech Commun. 76 (2016)
Meng Sun, Yinan Li, Jort F. Gemmeke, Xiongwei Zhang
Speech Enhancement Under Low SNR Conditions Via Noise Estimation Using Sparse and Low-Rank NMF with Kullback-Leibler Divergence. IEEE ACM Trans. Audio Speech Lang. Process. 23 (7) (2015)
Deepak Baby, Jort F. Gemmeke, Tuomas Virtanen, Hugo Van hamme
Exemplar-based speech enhancement for deep neural network based automatic speech recognition. ICASSP (2015)
Sami Keronen, Heikki Kallasjoki, Kalle J. Palomäki, Guy J. Brown, Jort F. Gemmeke
Feature enhancement of reverberant speech by distribution matching and non-negative matrix factorization. EURASIP J. Adv. Signal Process. 2015 (2015)
Gert Dekkers, Toon van Waterschoot, Bart Vanrumste, Bert Van Den Broeck, Jort F. Gemmeke, Hugo Van hamme, Peter Karsmakers
A multi-channel speech enhancement framework for robust NMF-based speech recognition for speech-impaired users. INTERSPEECH (2015)
Deepak Baby, Tuomas Virtanen, Jort F. Gemmeke, Hugo Van hamme
Coupled Dictionaries for Exemplar-Based Speech Enhancement and Automatic Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 23 (11) (2015)
Emre Yilmaz, Hugo Van hamme, Jort F. Gemmeke
Adaptive noise dictionary design for noise robust exemplar matching of speech. EUSIPCO (2015)
Bart Ons, Jort F. Gemmeke, Hugo Van hamme
Fast vocabulary acquisition in an NMF-based self-learning vocal user interface. Comput. Speech Lang. 28 (4) (2014)
Oliver Walter, Vladimir Despotovic, Reinhold Haeb-Umbach, Jort F. Gemmeke, Bart Ons, Hugo Van hamme
An evaluation of unsupervised acoustic model training for a dysarthric speech interface. INTERSPEECH (2014)
Jürgen T. Geiger, Jort F. Gemmeke, Björn W. Schuller, Gerhard Rigoll
Investigating NMF speech enhancement for neural network based acoustic models. INTERSPEECH (2014)
Steven Lauwereins, Wannes Meert, Jort F. Gemmeke, Marian Verhelst
Ultra-low-power voice-activity-detector through context- and resource-cost-aware feature selection in decision trees. MLSP (2014)
Jort F. Gemmeke
The self-taught vocal interface. HSCMA (2014)
Heikki Kallasjoki, Jort F. Gemmeke, Kalle J. Palomäki
Estimating Uncertainty to Improve Exemplar-Based Feature Enhancement for Noise Robust Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 22 (2) (2014)
Bart Ons, Jort F. Gemmeke, Hugo Van hamme
The self-taught vocal interface. EURASIP J. Audio Speech Music. Process. 2014 (2014)
Tuomas Virtanen, Bhiksha Raj, Jort F. Gemmeke, Hugo Van hamme
Active-set newton algorithm for non-negative sparse coding of audio. ICASSP (2014)
Jürgen T. Geiger, Felix Weninger, Jort F. Gemmeke, Martin Wöllmer, Björn W. Schuller, Gerhard Rigoll
Memory-Enhanced Neural Networks and NMF for Robust ASR. IEEE ACM Trans. Audio Speech Lang. Process. 22 (6) (2014)
Vincent Renkens, Steven Janssens, Bart Ons, Jort F. Gemmeke, Hugo Van hamme
Acquisition of ordinal words using weakly supervised NMF. SLT (2014)
Yang Sun, Jort F. Gemmeke, Bert Cranen, Louis ten Bosch, Lou Boves
Fusion of parametric and non-parametric approaches to noise-robust ASR. Speech Commun. 56 (2014)
Jort F. Gemmeke, Siddharth Sehgal, Stuart P. Cunningham, Hugo Van hamme
Dysarthric vocal interfaces with minimal training data. SLT (2014)
Emre Yilmaz, Jort F. Gemmeke, Hugo Van hamme
Noise-robust speech recognition with exemplar-based sparse representations using Alpha-Beta divergence. ICASSP (2014)
Deepak Baby, Tuomas Virtanen, Jort F. Gemmeke, Tom Barker, Hugo Van hamme
Exemplar-based noise robust automatic speech recognition using modulation spectrogram features. SLT (2014)
Jort F. Gemmeke, Lode Vuegen, Peter Karsmakers, Bart Vanrumste, Hugo Van hamme
An exemplar-based NMF approach to audio event detection. WASPAA (2013)
Jort F. Gemmeke, Tuomas Virtanen, Kris Demuynck
Exemplar-based joint channel and noise compensation. ICASSP (2013)
Emre Yilmaz, Jort F. Gemmeke, Hugo Van hamme
Embedding time warping in exemplar-based sparse representations of speech. ICASSP (2013)
Sami Keronen, Heikki Kallasjoki, Ulpu Remes, Guy J. Brown, Jort F. Gemmeke, Kalle J. Palomäki
Mask estimation and imputation methods for missing data speech recognition in a multisource reverberant environment. Comput. Speech Lang. 27 (3) (2013)
Antti Hurmalainen, Jort F. Gemmeke, Tuomas Virtanen
Modelling non-stationary noise with spectral factorisation in automatic speech recognition. Comput. Speech Lang. 27 (3) (2013)
Emre Yilmaz, Jort F. Gemmeke, Hugo Van hamme
Exemplar selection techniques for sparse representations of speech using multiple dictionaries. EUSIPCO (2013)
Jort F. Gemmeke, Bart Ons, Netsanet 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
Self-taught assistive vocal interfaces: an overview of the ALADIN project. INTERSPEECH (2013)
Bart Ons, Jort F. Gemmeke, Hugo Van hamme
NMF-based keyword learning from scarce data. ASRU (2013)
Bart Ons, Netsanet Tessema, Janneke van de Loo, Jort F. Gemmeke, Guy De Pauw, Walter Daelemans, Hugo Van hamme
A Self Learning Vocal Interface for Speech-impaired Users. SLPAT (2013)
Jort F. Gemmeke, Janneke van de Loo, Guy De Pauw, Joris Driesen, Hugo Van hamme, Walter Daelemans
A Self-Learning Assistive Vocal Interface Based on Vocabulary Learning and Grammar Induction. INTERSPEECH (2012)
Tara N. Sainath, Bhuvana Ramabhadran, David Nahamoo, Dimitri Kanevsky, Dirk Van Compernolle, Kris Demuynck, Jort F. Gemmeke, Jerome R. Bellegarda, Shiva Sundaram
Exemplar-Based Processing for Speech Recognition: An Overview. IEEE Signal Process. Mag. 29 (6) (2012)
Felix Weninger, Martin Wöllmer, Jürgen T. Geiger, Björn W. Schuller, Jort F. Gemmeke, Antti Hurmalainen, Tuomas Virtanen, Gerhard Rigoll
Non-negative matrix factorization for highly noise-robust ASR: To enhance or to recognize? ICASSP (2012)
Janneke van de Loo, Jort F. Gemmeke, Guy De Pauw, Joris Driesen, Hugo Van hamme, Walter Daelemans
Towards a Self-Learning Assistive Vocal Interface: Vocabulary and Grammar Learning. SMIAE@ACL (2012)
Joris Driesen, Jort F. Gemmeke, Hugo Van hamme
Data-driven speech representations for NMF-based word learning. SAPA@INTERSPEECH (2012)
Emre Yilmaz, Jort F. Gemmeke, Dirk Van Compernolle, Hugo Van hamme
Noise-robust digit recognition with exemplar-based sparse representations of variable length. MLSP (2012)
Joris Driesen, Jort F. Gemmeke, Hugo Van hamme
Weakly supervised keyword learning using sparse representations of speech. ICASSP (2012)
Yang Sun, Mathew M. Doss, Jort F. Gemmeke, Bert Cranen, Louis ten Bosch, Lou Boves
Combination of Sparse Classification and Multilayer Perceptron for Noise-robust ASR. INTERSPEECH (2012)
Yang Sun, Bert Cranen, Jort F. Gemmeke, Louis ten Bosch, Lou Boves, Mathew M. Doss
Using Sparse Classification Outputs as Feature Observations for Noise-robust ASR. INTERSPEECH (2012)
Bart Ons, Jort F. Gemmeke, Hugo Van hamme
Label Noise Robustness and Learning Speed in a Self-Learning Vocal User Interface. IWSDS (2012)
Antti Hurmalainen, Jort F. Gemmeke, Tuomas Virtanen
Detection, separation and recognition of speech from continuous signals using spectral factorisation. EUSIPCO (2012)
Jort F. Gemmeke, Hugo Van hamme
Advances in noise robust digit recognition using hybrid exemplar-based techniques. INTERSPEECH (2012)
Jort F. Gemmeke, Bert Cranen, Ulpu Remes
Sparse imputation for large vocabulary noise robust ASR. Comput. Speech Lang. 25 (2) (2011)
Jort F. Gemmeke, Tuomas Virtanen, Antti Hurmalainen
Exemplar-Based Sparse Representations for Noise Robust Automatic Speech Recognition. IEEE Trans. Speech Audio Process. 19 (7) (2011)
Yang Sun, Jort F. Gemmeke, Bert Cranen, Louis ten Bosch, Lou Boves
Early fusion of Sparse Classification and GMM for noise robust ASR. EUSIPCO (2011)
Yang Sun, Jort F. Gemmeke, Bert Cranen, Louis ten Bosch, Lou Boves
Improvements of a Dual-Input DBN for Noise Robust ASR. INTERSPEECH (2011)
Heikki Kallasjoki, Ulpu Remes, Jort F. Gemmeke, Tuomas Virtanen, Kalle J. Palomäki
Uncertainty Measures for Improving Exemplar-Based Source Separation. INTERSPEECH (2011)
Jort F. Gemmeke, Antti Hurmalainen, Tuomas Virtanen, Yang Sun
Toward a practical implementation of exemplar-based noise robust ASR. EUSIPCO (2011)
Heyun Huang, Louis ten Bosch, Jort F. Gemmeke, Bert Cranen, Lou Boves
Exploiting local and global structures for TIMIT phone classification. EUSIPCO (2011)
Antti Hurmalainen, Jort F. Gemmeke, Tuomas Virtanen
Non-negative matrix deconvolution in noise robust speech recognition. ICASSP (2011)
Heyun Huang, Yang Liu, Jort F. Gemmeke, Louis ten Bosch, Bert Cranen, Lou Boves
Globality-Locality Consistent Discriminant Analysis for Phone Classification. INTERSPEECH (2011)
Jort F. Gemmeke, Hugo Van hamme
An hierarchical exemplar-based sparse model of speech, with an application to ASR. ASRU (2011)
Katariina Mahkonen, Antti Hurmalainen, Tuomas Virtanen, Jort F. Gemmeke
Mapping Sparse Representation to State Likelihoods in Noise-Robust Automatic Speech Recognition. INTERSPEECH (2011)
Jort F. Gemmeke, Hugo Van hamme, Bert Cranen, Louis Boves
Compressive Sensing for Missing Data Imputation in Noise Robust Speech Recognition. IEEE J. Sel. Top. Signal Process. 4 (2) (2010)
Yang Sun, Jort F. Gemmeke, Bert Cranen, Louis ten Bosch, Lou Boves
Using a DBN to integrate sparse classification and GMM-based ASR. INTERSPEECH (2010)
Jort F. Gemmeke, Ulpu Remes, Kalle J. Palomäki
Observation uncertainty measures for sparse imputation. INTERSPEECH (2010)
Tuomas Virtanen, Jort F. Gemmeke, Antti Hurmalainen
State-based labelling for a sparse representation of speech and its application to robust speech recognition. INTERSPEECH (2010)
Jort F. Gemmeke, Tuomas Virtanen
Noise robust exemplar-based connected digit recognition. ICASSP (2010)
Jort F. Gemmeke, Tuomas Virtanen
Artificial and online acquired noise dictionaries for noise robust ASR. INTERSPEECH (2010)
Jort F. Gemmeke, Bert Cranen
Sparse imputation for noise robust speech recognition using soft masks. ICASSP (2009)
Jort F. Gemmeke, Yujun Wang, Maarten Van Segbroeck, Bert Cranen, Hugo Van hamme
Application of noise robust MDT speech recognition on the SPEECON and speechdat-car databases. INTERSPEECH (2009)
Jort F. Gemmeke, Bert Cranen
Missing data imputation using compressive sensing techniques for connected digit recognition. DPS (2009)
Jort F. Gemmeke, Bert Cranen
TR01: Time-continuous Sparse Imputation CoRR (2009)
Jort F. Gemmeke, Louis ten Bosch, Lou Boves, Bert Cranen
Using sparse representations for exemplar based continuous digit recognition. EUSIPCO (2009)
Jort F. Gemmeke, Bert Cranen
TR02: State dependent oracle masks for improved dynamical features CoRR (2009)
Jort F. Gemmeke, Bert Cranen
Using sparse representations for missing data imputation in noise robust speech recognition. EUSIPCO (2008)
Jort F. Gemmeke, Bert Cranen
Noise reduction through compressed sensing. INTERSPEECH (2008)