Light Gated Recurrent Units for Speech Recognition

26 March 2018

Mirco Ravanelli

Papers citing "Light Gated Recurrent Units for Speech Recognition"

25 / 25 papers shown

Title
Realistic multi-microphone data simulation for distant speech recognition Mirco Ravanelli P. Svaizer M. Omologo 37 36 0 26 Nov 2017
Contaminated speech training methods for robust DNN-HMM distant speech recognition Mirco Ravanelli M. Omologo 46 32 0 10 Oct 2017
The DIRHA-English corpus and related tasks for distant-speech recognition in domestic environments Mirco Ravanelli Marco Pellin 60 59 0 06 Oct 2017
Improving speech recognition by revising gated recurrent units Mirco Ravanelli Philemon Brakel M. Omologo Yoshua Bengio 45 52 0 29 Sep 2017
Batch-normalized joint training for DNN-based distant speech recognition Mirco Ravanelli Philemon Brakel M. Omologo Yoshua Bengio 42 35 0 24 Mar 2017
A network of deep neural networks for distant speech recognition Mirco Ravanelli Philemon Brakel M. Omologo Yoshua Bengio 43 40 0 23 Mar 2017
Theano: A Python framework for fast computation of mathematical expressions The Theano Development Team Rami Al-Rfou Guillaume Alain Amjad Almahairi Christof Angermüller ... Kelvin Xu Lijun Xue Li Yao Saizheng Zhang Ying Zhang 166 2,339 0 09 May 2016
Minimal Gated Unit for Recurrent Neural Networks Guoxiang Zhou Jianxin Wu Chen-Da Liu-Zhang Zhi Zhou 52 328 0 31 Mar 2016
Recurrent Batch Normalization Tim Cooijmans Nicolas Ballas César Laurent Çağlar Gülçehre Aaron Courville ODL 46 410 0 30 Mar 2016
A Theoretically Grounded Application of Dropout in Recurrent Neural Networks Y. Gal Zoubin Ghahramani UQCV DRL BDL 151 1,650 0 16 Dec 2015
Small-footprint Deep Neural Networks with Highway Connections for Speech Recognition Liang Lu Steve Renals 52 23 0 14 Dec 2015
Deep Speech 2: End-to-End Speech Recognition in English and Mandarin Dario Amodei Rishita Anubhai Eric Battenberg Carl Case Jared Casper ... Chong-Jun Wang Bo Xiao Dani Yogatama J. Zhan Zhenyao Zhu 116 2,969 0 08 Dec 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 64 291 0 30 Oct 2015
Batch Normalized Recurrent Neural Networks César Laurent Gabriel Pereyra Philemon Brakel Yanzhe Zhang Yoshua Bengio 60 214 0 05 Oct 2015
End-to-End Attention-based Large Vocabulary Speech Recognition Dzmitry Bahdanau J. Chorowski Dmitriy Serdyuk Philemon Brakel Yoshua Bengio 74 1,150 0 18 Aug 2015
A Simple Way to Initialize Recurrent Networks of Rectified Linear Units Quoc V. Le Navdeep Jaitly Geoffrey E. Hinton ODL 80 718 0 03 Apr 2015
LSTM: A Search Space Odyssey Klaus Greff R. Srivastava Jan Koutník Bas R. Steunebrink Jürgen Schmidhuber AI4TS VLM 109 5,288 0 13 Mar 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 405 43,234 0 11 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.3K 149,842 0 22 Dec 2014
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 422 12,680 0 11 Dec 2014
Spatial Diffuseness Features for DNN-Based Speech Recognition in Noisy and Reverberant Environments A. Schwarz Christian Huemmer Roland Maas Walter Kellermann 45 37 0 09 Oct 2014
On the Properties of Neural Machine Translation: Encoder-Decoder Approaches Kyunghyun Cho B. V. Merrienboer Dzmitry Bahdanau Yoshua Bengio AI4CE AIMat 203 6,770 0 03 Sep 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 435 27,260 0 01 Sep 2014
Speech Recognition with Deep Recurrent Neural Networks Alex Graves Abdel-rahman Mohamed Geoffrey E. Hinton 190 8,507 0 22 Mar 2013
On the difficulty of training Recurrent Neural Networks Razvan Pascanu Tomas Mikolov Yoshua Bengio ODL 168 5,334 0 21 Nov 2012