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Steven J. Rennie
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2020 – today
- 2021
- [c39]Chul Sung, Vaibhava Goel, Etienne Marcheret, Steven J. Rennie, David Nahamoo:
CNNBiF: CNN-based Bigram Features for Named Entity Recognition. EMNLP (Findings) 2021: 1016-1021 - 2020
- [c38]Steven J. Rennie, Etienne Marcheret, Neil Mallinar, David Nahamoo, Vaibhava Goel:
Unsupervised Adaptation of Question Answering Systems via Generative Self-training. EMNLP (1) 2020: 1148-1157
2010 – 2019
- 2017
- [c37]Alexandros Koumparoulis, Gerasimos Potamianos, Youssef Mroueh, Steven J. Rennie:
Exploring ROI size in deep learning based lipreading. AVSP 2017: 64-69 - [c36]Steven J. Rennie, Etienne Marcheret, Youssef Mroueh, Jerret Ross, Vaibhava Goel:
Self-Critical Sequence Training for Image Captioning. CVPR 2017: 1179-1195 - [c35]Osamu Ichikawa, Takashi Fukuda, Gakuto Kurata, Steven J. Rennie:
Factorial Modeling for Effective Suppression of Directional Noise. INTERSPEECH 2017: 389-393 - 2016
- [c34]Steven J. Rennie, Xiaodong Cui, Vaibhava Goel:
Efficient non-linear feature adaptation using Maxout networks. ICASSP 2016: 5310-5314 - [c33]George Saon, Tom Sercu, Steven J. Rennie, Hong-Kwang Jeff Kuo:
The IBM 2016 English Conversational Telephone Speech Recognition System. INTERSPEECH 2016: 7-11 - [i4]George Saon, Tom Sercu, Steven J. Rennie, Hong-Kwang Jeff Kuo:
The IBM 2016 English Conversational Telephone Speech Recognition System. CoRR abs/1604.08242 (2016) - [i3]Steven J. Rennie, Etienne Marcheret, Youssef Mroueh, Jerret Ross, Vaibhava Goel:
Self-critical Sequence Training for Image Captioning. CoRR abs/1612.00563 (2016) - 2015
- [c32]Steven J. Rennie, Pierre L. Dognin, Xiaodong Cui, Vaibhava Goel:
Annealed dropout trained maxout networks for improved LVCSR. ICASSP 2015: 5181-5185 - [c31]Sriram Ganapathy, Samuel Thomas, Dimitrios Dimitriadis, Steven J. Rennie:
Investigating factor analysis features for deep neural networks in noisy speech recognition. INTERSPEECH 2015: 1898-1902 - [c30]George Saon, Hong-Kwang Jeff Kuo, Steven J. Rennie, Michael Picheny:
The IBM 2015 English conversational telephone speech recognition system. INTERSPEECH 2015: 3140-3144 - [i2]George Saon, Hong-Kwang Jeff Kuo, Steven J. Rennie, Michael Picheny:
The IBM 2015 English Conversational Telephone Speech Recognition System. CoRR abs/1505.05899 (2015) - [i1]Youssef Mroueh, Steven J. Rennie, Vaibhava Goel:
Random Maxout Features. CoRR abs/1506.03705 (2015) - 2014
- [c29]Takashi Fukuda, Osamu Ichikawa, Masafumi Nishimura, Steven J. Rennie, Vaibhava Goel:
Regularized feature-space discriminative adaptation for robust ASR. INTERSPEECH 2014: 2185-2188 - [c28]Steven J. Rennie, Vaibhava Goel, Samuel Thomas:
Deep Order Statistic Networks. SLT 2014: 124-128 - [c27]Steven J. Rennie, Vaibhava Goel, Samuel Thomas:
Annealed dropout training of deep networks. SLT 2014: 159-164 - 2013
- [j6]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): 2244-2254 (2013) - [c26]Petr Fousek, Steven J. Rennie, Pierre L. Dognin, Vaibhava Goel:
Direct product based deep belief networks for automatic speech recognition. ICASSP 2013: 3148-3152 - [c25]Osamu Ichikawa, Steven J. Rennie, Takashi Fukuda, Masafumi Nishimura:
Channel-mapping for speech corpus recycling. ICASSP 2013: 7160-7164 - 2012
- [c24]Steven J. Rennie, Petr Fousek, Pierre L. Dognin:
Factorial Hidden Restricted Boltzmann Machines for noise robust speech recognition. ICASSP 2012: 4297-4300 - [c23]Peder A. Olsen, Jing Huang, Steven J. Rennie, Vaibhava Goel:
Affine invariant sparse maximum a posteriori adaptation. ICASSP 2012: 4317-4320 - [c22]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: 4921-4924 - [c21]Peder A. Olsen, Figen Öztoprak, Jorge Nocedal, Steven J. Rennie:
Newton-Like Methods for Sparse Inverse Covariance Estimation. NIPS 2012: 764-772 - [p1]John R. Hershey, Steven J. Rennie, Jonathan Le Roux:
Factorial Models for Noise Robust Speech Recognition. Techniques for Noise Robustness in Automatic Speech Recognition 2012: 311-345 - 2011
- [j5]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): 2 (2011) - [c20]Peder A. Olsen, Jing Huang, Vaibhava Goel, Steven J. Rennie:
Sparse Maximum A Posteriori adaptation. ASRU 2011: 53-58 - [c19]Steven J. Rennie, Pierre L. Dognin, Petr Fousek:
Matched-condition robust Dynamic Noise Adaptation. ASRU 2011: 137-140 - [c18]Steven J. Rennie, Pierre L. Dognin, Petr Fousek:
Robust speech recognition using dynamic noise adaptation. ICASSP 2011: 4592-4595 - [c17]Peder A. Olsen, Vaibhava Goel, Steven J. Rennie:
Discriminative training for full covariance models. ICASSP 2011: 5312-5315 - 2010
- [j4]Martin Cooke, John R. Hershey, Steven J. Rennie:
Monaural speech separation and recognition challenge. Comput. Speech Lang. 24(1): 1-15 (2010) - [j3]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): 45-66 (2010) - [j2]Steven J. Rennie, John R. Hershey, Peder A. Olsen:
Single-Channel Multitalker Speech Recognition. IEEE Signal Process. Mag. 27(6): 66-80 (2010) - [c16]Sameer Maskey, Steven J. Rennie, Bowen Zhou:
A Power Mean Based Algorithm for Combining Multiple Alignment Tables. COLING (Posters) 2010: 828-836 - [c15]John R. Hershey, Peder A. Olsen, Steven J. Rennie:
Signal interaction and the devil function. INTERSPEECH 2010: 334-337 - [c14]Sameer Maskey, Steven J. Rennie, Bowen Zhou:
Combining many alignments for speech to speech translation. INTERSPEECH 2010: 2538-2541
2000 – 2009
- 2009
- [c13]Steven J. Rennie, John R. Hershey, Peder A. Olsen:
Hierarchical variational loopy belief propagation for multi-talker speech recognition. ASRU 2009: 176-181 - [c12]Steven J. Rennie, John R. Hershey, Peder A. Olsen:
Single-channel speech separation and recognition using loopy belief propagation. ICASSP 2009: 3845-3848 - [c11]Steven J. Rennie, John R. Hershey, Peder A. Olsen:
Variational loopy belief propagation for multi-talker speech recognition. INTERSPEECH 2009: 1331-1334 - 2008
- [c10]Steven J. Rennie, John R. Hershey, Peder A. Olsen:
Efficient model-based speech separation and denoising using non-negative subspace analysis. ICASSP 2008: 1833-1836 - [c9]Steven J. Rennie, Pierre L. Dognin:
Beyond linear transforms: efficient non-linear dynamic adaptation for noise robust speech recognition. INTERSPEECH 2008: 1305-1308 - 2007
- [j1]Steven J. Rennie, Parham Aarabi, Brendan J. Frey:
Variational Probabilistic Speech Separation Using Microphone Arrays. IEEE Trans. Speech Audio Process. 15(1): 135-149 (2007) - [c8]John R. Hershey, Peder A. Olsen, Steven J. Rennie:
Variational Kullback-Leibler divergence for Hidden Markov models. ASRU 2007: 323-328 - 2006
- [c7]Steven J. Rennie, Trausti T. Kristjansson, Peder A. Olsen, Ramesh A. Gopinath:
Dynamic Noise Adaptation. ICASSP (1) 2006: 1197-1200 - [c6]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 - [c5]Steven J. Rennie, Peder A. Olsen, John R. Hershey, Trausti T. Kristjansson:
The Iroquois model: using temporal dynamics to separate speakers. SAPA@INTERSPEECH 2006: 24-30 - [c4]John R. Hershey, Trausti T. Kristjansson, Steven J. Rennie, Peder A. Olsen:
Single Channel Speech Separation Using Factorial Dynamics. NIPS 2006: 593-600 - 2005
- [c3]Steven J. Rennie, Kannan Achan, Brendan J. Frey, Parham Aarabi:
Variational Speech Separation of More Sources than Mixtures. AISTATS 2005: 293-300 - 2003
- [c2]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: 88-91 - [c1]Steven J. Rennie, Parham Aarabi, Trausti T. Kristjansson, Brendan J. Frey, Kannan Achan:
Robust variational speech separation using fewer microphones than speakers. ICME 2003: 741-744
Coauthor Index
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