Accelerating Hessian-free optimization for Deep Neural Networks by implicit preconditioning and sampling
- Tara N. Sainath
- Lior Horesh
- et al.
- 2013
- ASRU 2013
Conference paper
Publications
48 results for Tara N. Sainath
Learning filter banks within a deep neural network framework
- Tara N. Sainath
- Brian Kingsbury
- et al.
- 2013
- ASRU 2013
Conference paperOptimization 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
PaperDeep convolutional neural networks for LVCSR
- Tara N. Sainath
- Abdel-Rahman Mohamed
- et al.
- 2013
- ICASSP 2013
Conference paperLow-rank matrix factorization for Deep Neural Network training with high-dimensional output targets
- Tara N. Sainath
- Brian Kingsbury
- et al.
- 2013
- ICASSP 2013
Conference paperDeveloping speech recognition systems for corpus indexing under the IARPA Babel program
- Jia Cui
- Xiaodong Cui
- et al.
- 2013
- ICASSP 2013
Conference paperAn evaluation of posterior modeling techniques for phonetic recognition
- Rohit Prabhavalkar
- Tara N. Sainath
- et al.
- 2013
- ICASSP 2013
Conference paperImproving deep neural networks for LVCSR using rectified linear units and dropout
- George E. Dahl
- Tara N. Sainath
- et al.
- 2013
- ICASSP 2013
Conference paperEnhancing exemplar-based posteriors for speech recognition tasks
- Tara N. Sainath
- David Nahamoo
- et al.
- 2012
- INTERSPEECH 2012
Conference paperScalable 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
Conference paper