Steven J. Rennie

According to our database, Steven J. Rennie authored at least 46 papers between 2003 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

CNNBiF: CNN-based Bigram Features for Named Entity Recognition.

Chul Sung, Vaibhava Goel, Etienne Marcheret, Steven J. Rennie, David Nahamoo

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

2020

Unsupervised Adaptation of Question Answering Systems via Generative Self-training.

Steven J. Rennie, Etienne Marcheret, Neil Mallinar, David Nahamoo, Vaibhava Goel

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

2017

Factorial Modeling for Effective Suppression of Directional Noise.

Osamu Ichikawa, Takashi Fukuda, Gakuto Kurata, Steven J. Rennie

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

Self-Critical Sequence Training for Image Captioning.

Steven J. Rennie, Etienne Marcheret, Youssef Mroueh, Jerret Ross, Vaibhava Goel

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Exploring ROI size in deep learning based lipreading.

Alexandros Koumparoulis, Gerasimos Potamianos, Youssef Mroueh, Steven J. Rennie

Proceedings of the 14th International Conference on Auditory-Visual Speech Processing, 2017

2016

The IBM 2016 English Conversational Telephone Speech Recognition System.

George Saon, Tom Sercu, Steven J. Rennie, Hong-Kwang Jeff Kuo

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

Efficient non-linear feature adaptation using Maxout networks.

Steven J. Rennie, Xiaodong Cui, Vaibhava Goel

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Random Maxout Features.

Youssef Mroueh, Steven J. Rennie, Vaibhava Goel

CoRR, 2015

The IBM 2015 English conversational telephone speech recognition system.

George Saon, Hong-Kwang Jeff Kuo, Steven J. Rennie, Michael Picheny

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

Investigating factor analysis features for deep neural networks in noisy speech recognition.

Sriram Ganapathy, Samuel Thomas, Dimitrios Dimitriadis, Steven J. Rennie

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

Annealed dropout trained maxout networks for improved LVCSR.

Steven J. Rennie, Pierre L. Dognin, Xiaodong Cui, Vaibhava Goel

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014

Annealed dropout training of deep networks.

Steven J. Rennie, Vaibhava Goel, Samuel Thomas

Proceedings of the 2014 IEEE Spoken Language Technology Workshop, 2014

Deep Order Statistic Networks.

Steven J. Rennie, Vaibhava Goel, Samuel Thomas

Proceedings of the 2014 IEEE Spoken Language Technology Workshop, 2014

Regularized feature-space discriminative adaptation for robust ASR.

Takashi Fukuda, Osamu Ichikawa, Masafumi Nishimura, Steven J. Rennie, Vaibhava Goel

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

2013

Second Order Methods for Optimizing Convex Matrix Functions and Sparse Covariance Clustering.

Gillian M. Chin, Jorge Nocedal, Peder A. Olsen, Steven J. Rennie

IEEE Trans. Speech Audio Process., 2013

Channel-mapping for speech corpus recycling.

Osamu Ichikawa, Steven J. Rennie, Takashi Fukuda, Masafumi Nishimura

Proceedings of the IEEE International Conference on Acoustics, 2013

Direct product based deep belief networks for automatic speech recognition.

Petr Fousek, Steven J. Rennie, Pierre L. Dognin, Vaibhava Goel

Proceedings of the IEEE International Conference on Acoustics, 2013

2012

Newton-Like Methods for Sparse Inverse Covariance Estimation.

Peder A. Olsen, Figen Öztoprak, Jorge Nocedal, Steven J. Rennie

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.

Steven J. Rennie, Petr Fousek, Pierre L. Dognin

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Affine invariant sparse maximum a posteriori adaptation.

Peder A. Olsen, Jing Huang, Steven J. Rennie, Vaibhava Goel

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Model-based noise reduction leveraging frequency-wise confidence metric for in-car speech recognition.

Osamu Ichikawa, Steven J. Rennie, Takashi Fukuda, Masafumi Nishimura

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Factorial Models for Noise Robust Speech Recognition.

John R. Hershey, Steven J. Rennie, Jonathan Le Roux

Proceedings of the Techniques for Noise Robustness in Automatic Speech Recognition, 2012

2011

Trends and advances in speech recognition.

Michael Picheny, David Nahamoo, Vaibhava Goel, Brian Kingsbury, Bhuvana Ramabhadran, Steven J. Rennie, George Saon

IBM J. Res. Dev., 2011

Robust speech recognition using dynamic noise adaptation.

Steven J. Rennie, Pierre L. Dognin, Petr Fousek

Proceedings of the IEEE International Conference on Acoustics, 2011

Discriminative training for full covariance models.

Peder A. Olsen, Vaibhava Goel, Steven J. Rennie

Proceedings of the IEEE International Conference on Acoustics, 2011

Matched-condition robust Dynamic Noise Adaptation.

Steven J. Rennie, Pierre L. Dognin, Petr Fousek

Proceedings of the 2011 IEEE Workshop on Automatic Speech Recognition & Understanding, 2011

Sparse Maximum A Posteriori adaptation.

Peder A. Olsen, Jing Huang, Vaibhava Goel, Steven J. Rennie

Proceedings of the 2011 IEEE Workshop on Automatic Speech Recognition & Understanding, 2011

2010

Single-Channel Multitalker Speech Recognition.

Steven J. Rennie, John R. Hershey, Peder A. Olsen

IEEE Signal Process. Mag., 2010

Super-human multi-talker speech recognition: A graphical modeling approach.

John R. Hershey, Steven J. Rennie, Peder A. Olsen, Trausti T. Kristjansson

Comput. Speech Lang., 2010

Monaural speech separation and recognition challenge.

Martin Cooke, John R. Hershey, Steven J. Rennie

Comput. Speech Lang., 2010

Combining many alignments for speech to speech translation.

Sameer Maskey, Steven J. Rennie, Bowen Zhou

Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010

Signal interaction and the devil function.

John R. Hershey, Peder A. Olsen, Steven J. Rennie

Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010

A Power Mean Based Algorithm for Combining Multiple Alignment Tables.

Sameer Maskey, Steven J. Rennie, Bowen Zhou

Proceedings of the COLING 2010, 2010

2009

Variational loopy belief propagation for multi-talker speech recognition.

Steven J. Rennie, John R. Hershey, Peder A. Olsen

Proceedings of the 10th Annual Conference of the International Speech Communication Association, 2009

Single-channel speech separation and recognition using loopy belief propagation.

Steven J. Rennie, John R. Hershey, Peder A. Olsen

Proceedings of the IEEE International Conference on Acoustics, 2009

Hierarchical variational loopy belief propagation for multi-talker speech recognition.

Steven J. Rennie, John R. Hershey, Peder A. Olsen

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.

Steven J. Rennie, Pierre L. Dognin

Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008

Efficient model-based speech separation and denoising using non-negative subspace analysis.

Steven J. Rennie, John R. Hershey, Peder A. Olsen

Proceedings of the IEEE International Conference on Acoustics, 2008

2007

Variational Probabilistic Speech Separation Using Microphone Arrays.

Steven J. Rennie, Parham Aarabi, Brendan J. Frey

IEEE Trans. Speech Audio Process., 2007

Variational Kullback-Leibler divergence for Hidden Markov models.

John R. Hershey, Peder A. Olsen, Steven J. Rennie

Proceedings of the IEEE Workshop on Automatic Speech Recognition & Understanding, 2007

2006

Single Channel Speech Separation Using Factorial Dynamics.

John R. Hershey, Trausti T. Kristjansson, Steven J. Rennie, Peder A. Olsen

Proceedings of the Advances in Neural Information Processing Systems 19, 2006

The Iroquois model: using temporal dynamics to separate speakers.

Steven J. Rennie, Peder A. Olsen, John R. Hershey, Trausti T. Kristjansson

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.

Trausti T. Kristjansson, John R. Hershey, Peder A. Olsen, Steven J. Rennie, Ramesh A. Gopinath

Proceedings of the Ninth International Conference on Spoken Language Processing, 2006

Dynamic Noise Adaptation.

Steven J. Rennie, Trausti T. Kristjansson, Peder A. Olsen, Ramesh A. Gopinath

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005

Variational Speech Separation of More Sources than Mixtures.

Steven J. Rennie, Kannan Achan, Brendan J. Frey, Parham Aarabi

Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics, 2005

2003

Robust variational speech separation using fewer microphones than speakers.

Steven J. Rennie, Parham Aarabi, Trausti T. Kristjansson, Brendan J. Frey, Kannan Achan

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003