Jort F. Gemmeke

According to our database1, Jort F. Gemmeke authored at least 78 papers between 2008 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2019
Effective weakly supervised semantic frame induction using expression sharing in hierarchical hidden Markov models.
CoRR, 2019

2017
Large-scale audio event discovery in one million YouTube videos.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

CNN architectures for large-scale audio classification.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Audio Set: An ontology and human-labeled dataset for audio events.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016
Noise robust exemplar matching with alpha-beta divergence.
Speech Communication, 2016

CNN Architectures for Large-Scale Audio Classification.
CoRR, 2016

Data selection for noise robust exemplar matching.
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.
IEEE/ACM Trans. Audio, Speech & Language Processing, 2015

Coupled Dictionaries for Exemplar-Based Speech Enhancement and Automatic Speech Recognition.
IEEE/ACM Trans. Audio, Speech & Language Processing, 2015

Compositional Models for Audio Processing: Uncovering the structure of sound mixtures.
IEEE Signal Process. Mag., 2015

Feature enhancement of reverberant speech by distribution matching and non-negative matrix factorization.
EURASIP J. Adv. Sig. Proc., 2015

A multi-channel speech enhancement framework for robust NMF-based speech recognition for speech-impaired users.
Proceedings of the INTERSPEECH 2015, 2015

Exemplar-based speech enhancement for deep neural network based automatic speech recognition.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Adaptive noise dictionary design for noise robust exemplar matching of speech.
Proceedings of the 23rd European Signal Processing Conference, 2015

2014
Noise Robust Exemplar Matching Using Sparse Representations of Speech.
IEEE/ACM Trans. Audio, Speech & Language Processing, 2014

Estimating Uncertainty to Improve Exemplar-Based Feature Enhancement for Noise Robust Speech Recognition.
IEEE/ACM Trans. Audio, Speech & Language Processing, 2014

Memory-Enhanced Neural Networks and NMF for Robust ASR.
IEEE/ACM Trans. Audio, Speech & Language Processing, 2014

Fusion of parametric and non-parametric approaches to noise-robust ASR.
Speech Communication, 2014

The self-taught vocal interface.
EURASIP J. Audio, Speech and Music Processing, 2014

Fast vocabulary acquisition in an NMF-based self-learning vocal user interface.
Computer Speech & Language, 2014

Acquisition of ordinal words using weakly supervised NMF.
Proceedings of the 2014 IEEE Spoken Language Technology Workshop, 2014

Dysarthric vocal interfaces with minimal training data.
Proceedings of the 2014 IEEE Spoken Language Technology Workshop, 2014

Exemplar-based noise robust automatic speech recognition using modulation spectrogram features.
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.
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.
Proceedings of the INTERSPEECH 2014, 2014

Investigating NMF speech enhancement for neural network based acoustic models.
Proceedings of the INTERSPEECH 2014, 2014

Noise-robust speech recognition with exemplar-based sparse representations using Alpha-Beta divergence.
Proceedings of the IEEE International Conference on Acoustics, 2014

Active-set newton algorithm for non-negative sparse coding of audio.
Proceedings of the IEEE International Conference on Acoustics, 2014

The self-taught vocal interface.
Proceedings of the 4th Joint Workshop on Hands-free Speech Communication and Microphone Arrays, 2014

Label Noise Robustness and Learning Speed in a Self-Learning Vocal User Interface.
Proceedings of the Natural Interaction with Robots, 2014

2013
Missing Data Solutions for Robust Speech Recognition.
Proceedings of the Essential Speech and Language Technology for Dutch, 2013

Active-Set Newton Algorithm for Overcomplete Non-Negative Representations of Audio.
IEEE Trans. Audio, Speech & Language Processing, 2013

Mask estimation and imputation methods for missing data speech recognition in a multisource reverberant environment.
Computer Speech & Language, 2013

Modelling non-stationary noise with spectral factorisation in automatic speech recognition.
Computer Speech & Language, 2013

An exemplar-based NMF approach to audio event detection.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2013

A Self Learning Vocal Interface for Speech-impaired Users.
Proceedings of the Fourth Workshop on Speech and Language Processing for Assistive Technologies, 2013

Comparing and combining classifiers for self-taught vocal interfaces.
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.
Proceedings of the INTERSPEECH 2013, 2013

Embedding time warping in exemplar-based sparse representations of speech.
Proceedings of the IEEE International Conference on Acoustics, 2013

Exemplar-based joint channel and noise compensation.
Proceedings of the IEEE International Conference on Acoustics, 2013

Exemplar selection techniques for sparse representations of speech using multiple dictionaries.
Proceedings of the 21st European Signal Processing Conference, 2013

NMF-based keyword learning from scarce data.
Proceedings of the 2013 IEEE Workshop on Automatic Speech Recognition and Understanding, 2013

2012
Exemplar-Based Processing for Speech Recognition: An Overview.
IEEE Signal Process. Mag., 2012

Noise-robust digit recognition with exemplar-based sparse representations of variable length.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012

Combination of Sparse Classification and Multilayer Perceptron for Noise-robust ASR.
Proceedings of the INTERSPEECH 2012, 2012

Using Sparse Classification Outputs as Feature Observations for Noise-robust ASR.
Proceedings of the INTERSPEECH 2012, 2012

Advances in noise robust digit recognition using hybrid exemplar-based techniques.
Proceedings of the INTERSPEECH 2012, 2012

A Self-Learning Assistive Vocal Interface Based on Vocabulary Learning and Grammar Induction.
Proceedings of the INTERSPEECH 2012, 2012

Data-driven speech representations for NMF-based word learning.
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?
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Weakly supervised keyword learning using sparse representations of speech.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Detection, separation and recognition of speech from continuous signals using spectral factorisation.
Proceedings of the 20th European Signal Processing Conference, 2012

Towards a Self-Learning Assistive Vocal Interface: Vocabulary and Grammar Learning.
Proceedings of the 1st Workshop on Speech and Multimodal Interaction in Assistive Environments, 2012

2011
Exemplar-Based Sparse Representations for Noise Robust Automatic Speech Recognition.
IEEE Trans. Audio, Speech & Language Processing, 2011

Sparse imputation for large vocabulary noise robust ASR.
Computer Speech & Language, 2011

Improvements of a Dual-Input DBN for Noise Robust ASR.
Proceedings of the INTERSPEECH 2011, 2011

Mapping Sparse Representation to State Likelihoods in Noise-Robust Automatic Speech Recognition.
Proceedings of the INTERSPEECH 2011, 2011

Uncertainty Measures for Improving Exemplar-Based Source Separation.
Proceedings of the INTERSPEECH 2011, 2011

Globality-Locality Consistent Discriminant Analysis for Phone Classification.
Proceedings of the INTERSPEECH 2011, 2011

Non-negative matrix deconvolution in noise robust speech recognition.
Proceedings of the IEEE International Conference on Acoustics, 2011

Early fusion of Sparse Classification and GMM for noise robust ASR.
Proceedings of the 19th European Signal Processing Conference, 2011

Exploiting local and global structures for TIMIT phone classification.
Proceedings of the 19th European Signal Processing Conference, 2011

Toward a practical implementation of exemplar-based noise robust ASR.
Proceedings of the 19th European Signal Processing Conference, 2011

An hierarchical exemplar-based sparse model of speech, with an application to ASR.
Proceedings of the 2011 IEEE Workshop on Automatic Speech Recognition & Understanding, 2011

Automatic Speech Recognition Using Missing Data Techniques: Handling of Real-World Data.
Proceedings of the Robust Speech Recognition of Uncertain or Missing Data, 2011

2010
Compressive Sensing for Missing Data Imputation in Noise Robust Speech Recognition.
J. Sel. Topics Signal Processing, 2010

State-based labelling for a sparse representation of speech and its application to robust speech recognition.
Proceedings of the INTERSPEECH 2010, 2010

Using a DBN to integrate sparse classification and GMM-based ASR.
Proceedings of the INTERSPEECH 2010, 2010

Artificial and online acquired noise dictionaries for noise robust ASR.
Proceedings of the INTERSPEECH 2010, 2010

Observation uncertainty measures for sparse imputation.
Proceedings of the INTERSPEECH 2010, 2010

Noise robust exemplar-based connected digit recognition.
Proceedings of the IEEE International Conference on Acoustics, 2010

2009
TR02: State dependent oracle masks for improved dynamical features
CoRR, 2009

TR01: Time-continuous Sparse Imputation
CoRR, 2009

Application of noise robust MDT speech recognition on the SPEECON and speechdat-car databases.
Proceedings of the INTERSPEECH 2009, 2009

Sparse imputation for noise robust speech recognition using soft masks.
Proceedings of the IEEE International Conference on Acoustics, 2009

Using sparse representations for exemplar based continuous digit recognition.
Proceedings of the 17th European Signal Processing Conference, 2009

2008
Noise reduction through compressed sensing.
Proceedings of the INTERSPEECH 2008, 2008

Using sparse representations for missing data imputation in noise robust speech recognition.
Proceedings of the 2008 16th European Signal Processing Conference, 2008


  Loading...