A Comprehensive Study of Deep Bidirectional LSTM RNNs for Acoustic
Modeling in Speech Recognition

A Comprehensive Study of Deep Bidirectional LSTM RNNs for Acoustic Modeling in Speech Recognition

22 June 2016

P. Voigtlaender

Papers citing "A Comprehensive Study of Deep Bidirectional LSTM RNNs for Acoustic Modeling in Speech Recognition"

18 / 18 papers shown

Title
RETURNN: The RWTH Extensible Training framework for Universal Recurrent Neural Networks P. Doetsch Albert Zeyer P. Voigtlaender Ilya Kulikov Ralf Schluter Hermann Ney 40 74 0 02 Aug 2016
Associative Long Short-Term Memory Ivo Danihelka Greg Wayne Benigno Uria Nal Kalchbrenner Alex Graves 33 178 0 09 Feb 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.4K 192,638 0 10 Dec 2015
Adding Gradient Noise Improves Learning for Very Deep Networks Arvind Neelakantan Luke Vilnis Quoc V. Le Ilya Sutskever Lukasz Kaiser Karol Kurach James Martens AI4CE ODL 44 544 0 21 Nov 2015
Highway Long Short-Term Memory RNNs for Distant Speech Recognition Yu Zhang Guoguo Chen Dong Yu Kaisheng Yao Sanjeev Khudanpur James R. Glass 3DV AI4TS 53 291 0 30 Oct 2015
Benchmarking of LSTM Networks Thomas Breuel 55 48 0 11 Aug 2015
Training Very Deep Networks R. Srivastava Klaus Greff Jürgen Schmidhuber 101 1,675 0 22 Jul 2015
Deep Recurrent Neural Networks for Acoustic Modelling William Chan Ian Lane 40 44 0 07 Apr 2015
LSTM: A Search Space Odyssey Klaus Greff R. Srivastava Jan Koutník Bas R. Steunebrink Jürgen Schmidhuber AI4TS VLM 80 5,283 0 13 Mar 2015
ADASECANT: Robust Adaptive Secant Method for Stochastic Gradient Çağlar Gülçehre Marcin Moczulski Yoshua Bengio ODL 53 20 0 23 Dec 2014
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 852 149,474 0 22 Dec 2014
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 293 12,662 0 11 Dec 2014
Constructing Long Short-Term Memory based Deep Recurrent Neural Networks for Large Vocabulary Speech Recognition Xiangang Li Xihong Wu 47 308 0 16 Oct 2014
Deep Learning in Neural Networks: An Overview Jürgen Schmidhuber HAI 176 16,311 0 30 Apr 2014
Long Short-Term Memory Based Recurrent Neural Network Architectures for Large Vocabulary Speech Recognition Hasim Sak A. Senior F. Beaufays 70 1,050 0 05 Feb 2014
ADADELTA: An Adaptive Learning Rate Method Matthew D. Zeiler ODL 113 6,619 0 22 Dec 2012
Theano: new features and speed improvements Frédéric Bastien Pascal Lamblin Razvan Pascanu James Bergstra Ian Goodfellow Arnaud Bergeron Nicolas Bouchard David Warde-Farley Yoshua Bengio 75 1,420 0 23 Nov 2012
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 385 7,650 0 03 Jul 2012