Steven J. Rennie

According to our database1, Steven J. Rennie authored at least 47 papers between 2003 and 2017.

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Bibliography

2017
Factorial Modeling for Effective Suppression of Directional Noise.
Proceedings of the Interspeech 2017, 2017

Self-Critical Sequence Training for Image Captioning.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Exploring ROI size in deep learning based lipreading.
Proceedings of the Auditory-Visual Speech Processing, 2017

2016
The IBM 2016 English Conversational Telephone Speech Recognition System.
CoRR, 2016

Self-critical Sequence Training for Image Captioning.
CoRR, 2016

The IBM 2016 English Conversational Telephone Speech Recognition System.
Proceedings of the Interspeech 2016, 2016

Efficient non-linear feature adaptation using Maxout networks.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015
The IBM 2015 English Conversational Telephone Speech Recognition System.
CoRR, 2015

Random Maxout Features.
CoRR, 2015

The IBM 2015 English conversational telephone speech recognition system.
Proceedings of the INTERSPEECH 2015, 2015

Investigating factor analysis features for deep neural networks in noisy speech recognition.
Proceedings of the INTERSPEECH 2015, 2015

Annealed dropout trained maxout networks for improved LVCSR.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014
Annealed dropout training of deep networks.
Proceedings of the 2014 IEEE Spoken Language Technology Workshop, 2014

Deep Order Statistic Networks.
Proceedings of the 2014 IEEE Spoken Language Technology Workshop, 2014

Regularized feature-space discriminative adaptation for robust ASR.
Proceedings of the INTERSPEECH 2014, 2014

2013
Second Order Methods for Optimizing Convex Matrix Functions and Sparse Covariance Clustering.
IEEE Trans. Audio, Speech & Language Processing, 2013

Channel-mapping for speech corpus recycling.
Proceedings of the IEEE International Conference on Acoustics, 2013

Direct product based deep belief networks for automatic speech recognition.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
Newton-Like Methods for Sparse Inverse Covariance Estimation.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Factorial Hidden Restricted Boltzmann Machines for noise robust speech recognition.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Affine invariant sparse maximum a posteriori adaptation.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Model-based noise reduction leveraging frequency-wise confidence metric for in-car speech recognition.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011
Trends and advances in speech recognition.
IBM Journal of Research and Development, 2011

Robust speech recognition using dynamic noise adaptation.
Proceedings of the IEEE International Conference on Acoustics, 2011

Discriminative training for full covariance models.
Proceedings of the IEEE International Conference on Acoustics, 2011

Matched-condition robust Dynamic Noise Adaptation.
Proceedings of the 2011 IEEE Workshop on Automatic Speech Recognition & Understanding, 2011

Sparse Maximum A Posteriori adaptation.
Proceedings of the 2011 IEEE Workshop on Automatic Speech Recognition & Understanding, 2011

2010
Single-Channel Multitalker Speech Recognition.
IEEE Signal Process. Mag., 2010

Super-human multi-talker speech recognition: A graphical modeling approach.
Computer Speech & Language, 2010

Monaural speech separation and recognition challenge.
Computer Speech & Language, 2010

Combining many alignments for speech to speech translation.
Proceedings of the INTERSPEECH 2010, 2010

Signal interaction and the devil function.
Proceedings of the INTERSPEECH 2010, 2010

A Power Mean Based Algorithm for Combining Multiple Alignment Tables.
Proceedings of the COLING 2010, 2010

2009
Variational loopy belief propagation for multi-talker speech recognition.
Proceedings of the INTERSPEECH 2009, 2009

Single-channel speech separation and recognition using loopy belief propagation.
Proceedings of the IEEE International Conference on Acoustics, 2009

Hierarchical variational loopy belief propagation for multi-talker speech recognition.
Proceedings of the 2009 IEEE Workshop on Automatic Speech Recognition & Understanding, 2009

2008
Beyond linear transforms: efficient non-linear dynamic adaptation for noise robust speech recognition.
Proceedings of the INTERSPEECH 2008, 2008

Efficient model-based speech separation and denoising using non-negative subspace analysis.
Proceedings of the IEEE International Conference on Acoustics, 2008

2007
Variational Probabilistic Speech Separation Using Microphone Arrays.
IEEE Trans. Audio, Speech & Language Processing, 2007

Variational Kullback-Leibler divergence for Hidden Markov models.
Proceedings of the IEEE Workshop on Automatic Speech Recognition & Understanding, 2007

2006
Single Channel Speech Separation Using Factorial Dynamics.
Proceedings of the Advances in Neural Information Processing Systems 19, 2006

The Iroquois model: using temporal dynamics to separate speakers.
Proceedings of the ISCA Tutorial and Research Workshop on Statistical and Perceptual Audition, 2006

Super-human multi-talker speech recognition: the IBM 2006 speech separation challenge system.
Proceedings of the INTERSPEECH 2006, 2006

Dynamic Noise Adaptation.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005
Variational Speech Separation of More Sources than Mixtures.
Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics, 2005

2003
Robust variational speech separation using fewer microphones than speakers.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

Robust variational speech separation using fewer microphones than speakers.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003


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