Data Augmentation for Deep Neural Network Acoustic Modeling
Xiaodong Cui, Goel, Vaibhava, Kingsbury, Brian
Published in IEEE/ACM transactions on audio, speech, and language processing (01.09.2015)
Published in IEEE/ACM transactions on audio, speech, and language processing (01.09.2015)
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Journal Article
Deep multimodal learning for Audio-Visual Speech Recognition
Mroueh, Youssef, Marcheret, Etienne, Goel, Vaibhava
Published in 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.04.2015)
Published in 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.04.2015)
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Conference Proceeding
Self-Critical Sequence Training for Image Captioning
Rennie, Steven J., Marcheret, Etienne, Mroueh, Youssef, Ross, Jerret, Goel, Vaibhava
Published in 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.07.2017)
Published in 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.07.2017)
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Conference Proceeding
Maximum Likelihood Nonlinear Transformations Based on Deep Neural Networks
Cui, Xiaodong, Goel, Vaibhava
Published in IEEE/ACM transactions on audio, speech, and language processing (01.11.2016)
Published in IEEE/ACM transactions on audio, speech, and language processing (01.11.2016)
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Journal Article
Data augmentation for deep convolutional neural network acoustic modeling
Xiaodong Cui, Goel, Vaibhava, Kingsbury, Brian
Published in 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.04.2015)
Published in 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.04.2015)
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Conference Proceeding
Data Augmentation for deep neural network acoustic modeling
Xiaodong Cui, Goel, Vaibhava, Kingsbury, Brian
Published in 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2014)
Published in 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2014)
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Conference Proceeding
A Difference of Convex Functions Approach to Large-Scale Log-Linear Model Estimation : LARGE-SCALE OPTIMIZATION FOR AUDIO, SPEECH, AND LANGUAGE PROCESSING
TSILIGKARIDIS, Theodoros, MARCHERET, Etienne, GOEL, Vaibhava
Published in IEEE transactions on audio, speech, and language processing (2013)
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Published in IEEE transactions on audio, speech, and language processing (2013)
Journal Article
Maximum likelihood nonlinear transformations based on deep neural networks
Xiaodong Cui, Goel, Vaibhava
Published in 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.04.2015)
Published in 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.04.2015)
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Conference Proceeding
Deep Scattering Spectrum with deep neural networks
Peddinti, Vijayaditya, Sainath, TaraN, Maymon, Shay, Ramabhadran, Bhuvana, Nahamoo, David, Goel, Vaibhava
Published in 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2014)
Published in 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2014)
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Conference Proceeding
Reduction of acoustic model training time and required data passes via stochastic approaches to maximum likelihood and discriminative training
Novak, Petr, Otec, Roman, Lee, Antonio, Goel, Vaibhava
Published in 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2014)
Published in 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2014)
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Conference Proceeding
Efficient non-linear feature adaptation using Maxout networks
Rennie, Steven J., Xiaodong Cui, Goel, Vaibhava
Published in 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2016)
Published in 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2016)
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Conference Proceeding
Journal Article
Direct product based deep belief networks for automatic speech recognition
Fousek, Petr, Rennie, Steven, Dognin, Pierre, Goel, Vaibhava
Published in 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (01.05.2013)
Published in 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (01.05.2013)
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Conference Proceeding
Annealed dropout trained maxout networks for improved LVCSR
Rennie, Steven J., Dognin, Pierre L., Xiaodong Cui, Goel, Vaibhava
Published in 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.04.2015)
Published in 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.04.2015)
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Conference Proceeding
Discriminative training for full covariance models
Olsen, Peder A., Goel, Vaibhava, Rennie, Steven J.
Published in 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2011)
Published in 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2011)
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Conference Proceeding
A family of discriminative training criteria based on the F-divergence for deep neural networks
Nussbaum-Thom, Markus, Xiaodong Cui, Schluter, Ralf, Goel, Vaibhava, Ney, Hermann
Published in 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2014)
Published in 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2014)
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Conference Proceeding