Accelerating Hessian-free optimization for Deep Neural Networks by implicit preconditioning and sampling
- Tara N. Sainath
- Lior Horesh
- et al.
- 2013
- ASRU 2013
Publications
48 results for Tara N. Sainath
Improvements to deep convolutional neural networks for LVCSR
- Tara N. Sainath
- Brian Kingsbury
- et al.
- 2013
- ASRU 2013
Optimization techniques to improve training speed of deep neural networks for large speech tasks
- Tara N. Sainath
- Brian Kingsbury
- et al.
- 2013
- IEEE Transactions on Audio, Speech and Language Processing
Developing speech recognition systems for corpus indexing under the IARPA Babel program
- Jia Cui
- Xiaodong Cui
- et al.
- 2013
- ICASSP 2013
Low-rank matrix factorization for Deep Neural Network training with high-dimensional output targets
- Tara N. Sainath
- Brian Kingsbury
- et al.
- 2013
- ICASSP 2013
An evaluation of posterior modeling techniques for phonetic recognition
- Rohit Prabhavalkar
- Tara N. Sainath
- et al.
- 2013
- ICASSP 2013
Improving deep neural networks for LVCSR using rectified linear units and dropout
- George E. Dahl
- Tara N. Sainath
- et al.
- 2013
- ICASSP 2013
Deep convolutional neural networks for LVCSR
- Tara N. Sainath
- Abdel-Rahman Mohamed
- et al.
- 2013
- ICASSP 2013
Scalable minimum bayes risk training of deep neural network acoustic models using distributed hessian-free optimization
- Brian Kingsbury
- Tara N. Sainath
- et al.
- 2012
- INTERSPEECH 2012
Enhancing exemplar-based posteriors for speech recognition tasks
- Tara N. Sainath
- David Nahamoo
- et al.
- 2012
- INTERSPEECH 2012