Jort F. Gemmeke

75 papers A 18C 2Misc 14Journal 19Unranked 20

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