Vaibhava Goel

Most-cited papers

Self-Critical Sequence Training for Image Captioning
Steven J. Rennie, E. Marcheret, Youssef Mroueh, Jerret Ross +1 more
2016Computer Vision and Pattern Recognition2,169 citations Open access
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Data Augmentation for deep neural network acoustic modeling
Xiao-Dong Cui, Vaibhava Goel, Brian Kingsbury
2014IEEE International Conference on Acoustics, Speech, and Signal Processing411 citations
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Deep multimodal learning for Audio-Visual Speech Recognition
Youssef Mroueh, E. Marcheret, Vaibhava Goel
2015IEEE International Conference on Acoustics, Speech, and Signal Processing252 citations
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Minimum Bayes-risk automatic speech recognition
Vaibhava Goel, W. Byrne
2000Computer Speech and Language245 citations Open access
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McGan: Mean and Covariance Feature Matching GAN
Youssef Mroueh, Tom Sercu, Vaibhava Goel
2017International Conference on Machine Learning172 citations
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Data Augmentation for Deep Neural Network Acoustic Modeling
Xiao-Dong Cui, Vaibhava Goel, Brian Kingsbury
2015IEEE/ACM Transactions on Audio Speech and Language Processing79 citations
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Annealed dropout training of deep networks
Steven J. Rennie, Vaibhava Goel, S. Thomas
2014Spoken Language Technology Workshop68 citations
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Segmental minimum Bayes-risk decoding for automatic speech recognition
Vaibhava Goel, Shankar Kumar, W. Byrne
2004IEEE Transactions on Speech and Audio Processing65 citations
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Dense Prediction on Sequences with Time-Dilated Convolutions for Speech Recognition
Tom Sercu, Vaibhava Goel
2016arXiv.org60 citations
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Data augmentation for deep convolutional neural network acoustic modeling
Xiao-Dong Cui, Vaibhava Goel, Brian Kingsbury
2015IEEE International Conference on Acoustics, Speech, and Signal Processing58 citations
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Subspace constrained Gaussian mixture models for speech recognition
S. Axelrod, Vaibhava Goel, R. Gopinath, P. Olsen +1 more
2005IEEE Transactions on Speech and Audio Processing46 citations
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Advances in Very Deep Convolutional Neural Networks for LVCSR
Tom Sercu, Vaibhava Goel
2016Interspeech44 citations Open access
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Embedding-Based Speaker Adaptive Training of Deep Neural Networks
Xiao-Dong Cui, Vaibhava Goel, G. Saon
2017Interspeech41 citations Open access
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Deep Scattering Spectrum with deep neural networks
Vijayaditya Peddinti, T. Sainath, Shay Maymon, B. Ramabhadran +2 more
2014IEEE International Conference on Acoustics, Speech, and Signal Processing38 citations
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Discriminative Estimation of Subspace Constrained Gaussian Mixture Models for Speech Recognition
S. Axelrod, Vaibhava Goel, R. Gopinath, P. Olsen +1 more
2007IEEE Transactions on Audio, Speech, and Language Processing37 citations
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Segmental minimum Bayes-risk ASR voting strategies
Vaibhava Goel, Shankar Kumar, W. Byrne
2000Interspeech37 citations
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Syllable-a promising recognition unit for LVCSR
A. Ganapathiraju, Vaibhava Goel, Joseph Picone, Andres Corrada +4 more
19971997 IEEE Workshop on Automatic Speech Recognition and Understanding Proceedings36 citations
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Detecting audio-visual synchrony using deep neural networks
E. Marcheret, G. Potamianos, J. Vopicka, Vaibhava Goel
2015Interspeech32 citations
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LVCSR rescoring with modified loss functions: a decision theoretic perspective
Vaibhava Goel, W. Byrne, S. Khudanpur
1998Proceedings of the 1998 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '98 (Cat. No.98CH36181)27 citations
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Structuring linear transforms for adaptation using training time information
Karthik Venkat Ramanan, Vaibhava Goel, R. Gopinath
2002IEEE International Conference on Acoustics, Speech, and Signal Processing25 citations
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Language model estimation for optimizing end-to-end performance of a natural language call routing system
Vaibhava Goel, H. Kuo, Sabine Deligne, Cheng-Huang Wu
2005Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005.21 citations
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Confidence based lattice segmentation and minimum Bayes-risk decoding
Vaibhava Goel, Shankar Kumar, W. Byrne
2001Interspeech20 citations
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Acoustic Modeling Using Bidirectional Gated Recurrent Convolutional Units
M. Nußbaum-Thom, Jia Cui, B. Ramabhadran, Vaibhava Goel
2016Interspeech19 citations
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Audio and visual modality combination in speech processing applications
G. Potamianos, E. Marcheret, Youssef Mroueh, Vaibhava Goel +3 more
2017The Handbook of Multimodal-Multisensor Interfaces, Volume 118 citations
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Large vocabulary conversational speech recognition with the extended maximum likelihood linear transformation (EMLLT) model
Jing Huang, Vaibhava Goel, R. Gopinath, Brian Kingsbury +2 more
2002Interspeech18 citations
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Active learning with minimum expected error for spoken language understanding
H. Kuo, Vaibhava Goel
2005Interspeech17 citations
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Recent advances in speech recognition system for IBM DARPA communicator
Yuqing Gao, Hakan Erdogan, Yong-Xin Li, Vaibhava Goel +1 more
2001Interspeech17 citations
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Discriminative estimation of subspace precision and mean (SPAM) models
Vaibhava Goel, S. Axelrod, R. Gopinath, P. Olsen +1 more
2003Interspeech16 citations
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Unsupervised Adaptation of Question Answering Systems via Generative Self-training
Steven J. Rennie, E. Marcheret, Neil Rohit Mallinar, D. Nahamoo +1 more
2020Conference on Empirical Methods in Natural Language Processing15 citations Open access
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Toward domain-independent conversational speech recognition
Brian Kingsbury, L. Mangu, G. Saon, G. Zweig +4 more
2003Interspeech15 citations
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Improving deep neural network acoustic modeling for audio corpus indexing under the IARPA babel program
Xiao-Dong Cui, Brian Kingsbury, Jia Cui, B. Ramabhadran +5 more
2014Interspeech13 citations
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Exemplar-based Sparse Representation phone identification features
T. Sainath, D. Nahamoo, B. Ramabhadran, D. Kanevsky +2 more
2011IEEE International Conference on Acoustics, Speech, and Signal Processing13 citations
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Task dependent loss functions in speech recognition: a* search over recognition lattices
Vaibhava Goel, W. Byrne
19996th European Conference on Speech Communication and Technology (Eurospeech 1999)13 citations
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Deep Order Statistic Networks
Steven J. Rennie, Vaibhava Goel, S. Thomas
2014Spoken Language Technology Workshop12 citations
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Trends and advances in speech recognition
M. Picheny, D. Nahamoo, Vaibhava Goel, Brian Kingsbury +3 more
2011IBM Journal of Research and Development12 citations
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Large vocabulary conversational speech recognition with a subspace constraint on inverse covariance matrices
S. Axelrod, Vaibhava Goel, Brian Kingsbury, Karthik Venkat Ramanan +1 more
2003Interspeech12 citations
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Co-Occurring Directions Sketching for Approximate Matrix Multiply
Youssef Mroueh, E. Marcheret, Vaibhava Goel
2017International Conference on Artificial Intelligence and Statistics10 citations
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Exploiting unlabeled data using multiple classifiers for improved natural language call-routing
R. Sarikaya, H. Kuo, Vaibhava Goel, Yuqing Gao
2005Interspeech10 citations
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Rapid adaptation with linear combinations of rank-one matrices
Vaibhava Goel, Karthik Venkat Ramanan, R. Gopinath
2002IEEE International Conference on Acoustics, Speech, and Signal Processing10 citations
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Co-Occuring Directions Sketching for Approximate Matrix Multiply
Youssef Mroueh, E. Marcheret, Vaibhava Goel
2016International Conference on Artificial Intelligence and Statistics9 citations
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Efficient likelihood computation in multi-stream HMM based audio-visual speech recognition
E. Marcheret, Stephen M. Chu, Vaibhava Goel, G. Potamianos
2004Interspeech9 citations
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Minimum Bayes-Risk Methods in Automatic Speech Recognition
Vaibhava Goel, William Byrne† Ibm
20039 citations
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Multimodal Retrieval With Asymmetrically Weighted Truncated-SVD Canonical Correlation Analysis
Youssef Mroueh, E. Marcheret, Vaibhava Goel
2015arXiv.org8 citations
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Combining stochastic average gradient and Hessian-free optimization for sequence training of deep neural networks
Pierre L. Dognin, Vaibhava Goel
20132013 IEEE Workshop on Automatic Speech Recognition and Understanding8 citations
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Efficient Automatic Differentiation of Matrix Functions
P. Olsen, Steven J. Rennie, Vaibhava Goel
20128 citations
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CNNBiF: CNN-based Bigram Features for Named Entity Recognition
Chul Sung, Vaibhava Goel, E. Marcheret, S. Rennie +1 more
2021Conference on Empirical Methods in Natural Language Processing7 citations Open access
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Annealed dropout trained maxout networks for improved LVCSR
Steven J. Rennie, Pierre L. Dognin, Xiao-Dong Cui, Vaibhava Goel
2015IEEE International Conference on Acoustics, Speech, and Signal Processing7 citations
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Maximum Likelihood Nonlinear Transformations Based on Deep Neural Networks
Xiao-Dong Cui, Vaibhava Goel
2015IEEE/ACM Transactions on Audio Speech and Language Processing7 citations
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Random Maxout Features
Youssef Mroueh, Steven J. Rennie, Vaibhava Goel
2015arXiv.org7 citations
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A Difference of Convex Functions Approach to Large-Scale Log-Linear Model Estimation
Theodoros Tsiligkaridis, E. Marcheret, Vaibhava Goel
2013IEEE Transactions on Audio, Speech, and Language Processing7 citations
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