Reduction of acoustic model training time and required data passes via stochastic approaches to maximum likelihood and discriminative training
- Petr Novák
- Roman Otec
- et al.
- 2014
- ICASSP 2014
Publications
71 results for Vaibhava Goel
Data Augmentation for deep neural network acoustic modeling
- Xiaodong Cui
- Vaibhava Goel
- et al.
- 2014
- ICASSP 2014
Deep order statistic networks
- Steven J. Rennie
- Vaibhava Goel
- et al.
- 2014
- SLT 2014
Annealed dropout training of deep networks
- Steven J. Rennie
- Vaibhava Goel
- et al.
- 2014
- SLT 2014
Combining stochastic average gradient and Hessian-free optimization for sequence training of deep neural networks
- Pierre Dognin
- Vaibhava Goel
- 2013
- ASRU 2013
A difference of convex functions approach to large-scale log-linear model estimation
- Theodoros Tsiligkaridis
- Etienne Marcheret
- et al.
- 2013
- IEEE Transactions on Audio, Speech and Language Processing
State of the art discriminative training of subspace constrained Gaussian mixture models in big training corpora
- Jing Huang
- Peder A. Olsen
- et al.
- 2013
- ICASSP 2013
Direct product based deep belief networks for automatic speech recognition
- Petr Fousek
- Steven Rennie
- et al.
- 2013
- ICASSP 2013
Adaptive stereo-based stochastic mapping
- Shay Maymon
- Pierre Dognin
- et al.
- 2013
- INTERSPEECH 2013
Mixtures of bayesian joint factor analyzers for noise robust automatic speech recognition
- Xiaodong Cui
- Vaibhava Goel
- et al.
- 2013
- INTERSPEECH 2013