Steven J. Rennie

Publication Activity (10 Years)

Years Active: 2003-2021
Publications (10 Years): 9

Top Topics

English Language

High Level Overview

Speech Recognition

Top Venues

Publications

Chul Sung, Vaibhava Goel, Etienne Marcheret, Steven J. Rennie, David Nahamoo
CNNBiF: CNN-based Bigram Features for Named Entity Recognition. EMNLP (Findings) (2021)
Steven J. Rennie, Etienne Marcheret, Neil Mallinar, David Nahamoo, Vaibhava Goel
Unsupervised Adaptation of Question Answering Systems via Generative Self-training. EMNLP (1) (2020)
Osamu Ichikawa, Takashi Fukuda, Gakuto Kurata, Steven J. Rennie
Factorial Modeling for Effective Suppression of Directional Noise. INTERSPEECH (2017)
Alexandros Koumparoulis, Gerasimos Potamianos, Youssef Mroueh, Steven J. Rennie
Exploring ROI size in deep learning based lipreading. AVSP (2017)
Steven J. Rennie, Etienne Marcheret, Youssef Mroueh, Jerret Ross, Vaibhava Goel
Self-Critical Sequence Training for Image Captioning. CVPR (2017)
Steven J. Rennie, Xiaodong Cui, Vaibhava Goel
Efficient non-linear feature adaptation using Maxout networks. ICASSP (2016)
Steven J. Rennie, Etienne Marcheret, Youssef Mroueh, Jerret Ross, Vaibhava Goel
Self-critical Sequence Training for Image Captioning. CoRR (2016)
George Saon, Tom Sercu, Steven J. Rennie, Hong-Kwang Jeff Kuo
The IBM 2016 English Conversational Telephone Speech Recognition System. INTERSPEECH (2016)
George Saon, Tom Sercu, Steven J. Rennie, Hong-Kwang Jeff Kuo
The IBM 2016 English Conversational Telephone Speech Recognition System. CoRR (2016)
Sriram Ganapathy, Samuel Thomas, Dimitrios Dimitriadis, Steven J. Rennie
Investigating factor analysis features for deep neural networks in noisy speech recognition. INTERSPEECH (2015)
George Saon, Hong-Kwang Jeff Kuo, Steven J. Rennie, Michael Picheny
The IBM 2015 English Conversational Telephone Speech Recognition System. CoRR (2015)
Youssef Mroueh, Steven J. Rennie, Vaibhava Goel
Random Maxout Features. CoRR (2015)
George Saon, Hong-Kwang Jeff Kuo, Steven J. Rennie, Michael Picheny
The IBM 2015 English conversational telephone speech recognition system. INTERSPEECH (2015)
Steven J. Rennie, Pierre L. Dognin, Xiaodong Cui, Vaibhava Goel
Annealed dropout trained maxout networks for improved LVCSR. ICASSP (2015)
Takashi Fukuda, Osamu Ichikawa, Masafumi Nishimura, Steven J. Rennie, Vaibhava Goel
Regularized feature-space discriminative adaptation for robust ASR. INTERSPEECH (2014)
Steven J. Rennie, Vaibhava Goel, Samuel Thomas
Annealed dropout training of deep networks. SLT (2014)
Steven J. Rennie, Vaibhava Goel, Samuel Thomas
Deep Order Statistic Networks. SLT (2014)
Osamu Ichikawa, Steven J. Rennie, Takashi Fukuda, Masafumi Nishimura
Channel-mapping for speech corpus recycling. ICASSP (2013)
Petr Fousek, Steven J. Rennie, Pierre L. Dognin, Vaibhava Goel
Direct product based deep belief networks for automatic speech recognition. ICASSP (2013)
Gillian M. Chin, Jorge Nocedal, Peder A. Olsen, Steven J. Rennie
Second Order Methods for Optimizing Convex Matrix Functions and Sparse Covariance Clustering. IEEE Trans. Speech Audio Process. 21 (11) (2013)
Peder A. Olsen, Jing Huang, Steven J. Rennie, Vaibhava Goel
Affine invariant sparse maximum a posteriori adaptation. ICASSP (2012)
Osamu Ichikawa, Steven J. Rennie, Takashi Fukuda, Masafumi Nishimura
Model-based noise reduction leveraging frequency-wise confidence metric for in-car speech recognition. ICASSP (2012)
Peder A. Olsen, Figen Öztoprak, Jorge Nocedal, Steven J. Rennie
Newton-Like Methods for Sparse Inverse Covariance Estimation. NIPS (2012)
Steven J. Rennie, Petr Fousek, Pierre L. Dognin
Factorial Hidden Restricted Boltzmann Machines for noise robust speech recognition. ICASSP (2012)
Michael Picheny, David Nahamoo, Vaibhava Goel, Brian Kingsbury, Bhuvana Ramabhadran, Steven J. Rennie, George Saon
Trends and advances in speech recognition. IBM J. Res. Dev. 55 (5) (2011)
Steven J. Rennie, Pierre L. Dognin, Petr Fousek
Robust speech recognition using dynamic noise adaptation. ICASSP (2011)
Peder A. Olsen, Vaibhava Goel, Steven J. Rennie
Discriminative training for full covariance models. ICASSP (2011)
Steven J. Rennie, Pierre L. Dognin, Petr Fousek
Matched-condition robust Dynamic Noise Adaptation. ASRU (2011)
Peder A. Olsen, Jing Huang, Vaibhava Goel, Steven J. Rennie
Sparse Maximum A Posteriori adaptation. ASRU (2011)
Martin Cooke, John R. Hershey, Steven J. Rennie
Monaural speech separation and recognition challenge. Comput. Speech Lang. 24 (1) (2010)
John R. Hershey, Steven J. Rennie, Peder A. Olsen, Trausti T. Kristjansson
Super-human multi-talker speech recognition: A graphical modeling approach. Comput. Speech Lang. 24 (1) (2010)
Sameer Maskey, Steven J. Rennie, Bowen Zhou
A Power Mean Based Algorithm for Combining Multiple Alignment Tables. COLING (Posters) (2010)
John R. Hershey, Peder A. Olsen, Steven J. Rennie
Signal interaction and the devil function. INTERSPEECH (2010)
Steven J. Rennie, John R. Hershey, Peder A. Olsen
Single-Channel Multitalker Speech Recognition. IEEE Signal Process. Mag. 27 (6) (2010)
Sameer Maskey, Steven J. Rennie, Bowen Zhou
Combining many alignments for speech to speech translation. INTERSPEECH (2010)
Steven J. Rennie, John R. Hershey, Peder A. Olsen
Single-channel speech separation and recognition using loopy belief propagation. ICASSP (2009)
Steven J. Rennie, John R. Hershey, Peder A. Olsen
Variational loopy belief propagation for multi-talker speech recognition. INTERSPEECH (2009)
Steven J. Rennie, John R. Hershey, Peder A. Olsen
Hierarchical variational loopy belief propagation for multi-talker speech recognition. ASRU (2009)
Steven J. Rennie, Pierre L. Dognin
Beyond linear transforms: efficient non-linear dynamic adaptation for noise robust speech recognition. INTERSPEECH (2008)
Steven J. Rennie, John R. Hershey, Peder A. Olsen
Efficient model-based speech separation and denoising using non-negative subspace analysis. ICASSP (2008)
John R. Hershey, Peder A. Olsen, Steven J. Rennie
Variational Kullback-Leibler divergence for Hidden Markov models. ASRU (2007)
Steven J. Rennie, Parham Aarabi, Brendan J. Frey
Variational Probabilistic Speech Separation Using Microphone Arrays. IEEE Trans. Speech Audio Process. 15 (1) (2007)
Trausti T. Kristjansson, John R. Hershey, Peder A. Olsen, Steven J. Rennie, Ramesh A. Gopinath
Super-human multi-talker speech recognition: the IBM 2006 speech separation challenge system. INTERSPEECH (2006)
John R. Hershey, Trausti T. Kristjansson, Steven J. Rennie, Peder A. Olsen
Single Channel Speech Separation Using Factorial Dynamics. NIPS (2006)
Steven J. Rennie, Trausti T. Kristjansson, Peder A. Olsen, Ramesh A. Gopinath
Dynamic Noise Adaptation. ICASSP (1) (2006)
Steven J. Rennie, Peder A. Olsen, John R. Hershey, Trausti T. Kristjansson
The Iroquois model: using temporal dynamics to separate speakers. SAPA@INTERSPEECH (2006)
Steven J. Rennie, Kannan Achan, Brendan J. Frey, Parham Aarabi
Variational Speech Separation of More Sources than Mixtures. AISTATS (2005)
Steven J. Rennie, Parham Aarabi, Trausti T. Kristjansson, Brendan J. Frey, Kannan Achan
Robust variational speech separation using fewer microphones than speakers. ICASSP (1) (2003)
Steven J. Rennie, Parham Aarabi, Trausti T. Kristjansson, Brendan J. Frey, Kannan Achan
Robust variational speech separation using fewer microphones than speakers. ICME (2003)