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Recurrent neural networks (RNNs) are a powerful model for sequential data.
Learning representations by back-propagating errors
David E. Rumelhart, Geoffrey E. Hinton, and Ronald J. Williams, · 1988
Earlier work this paper cites.
“Speaker-independent phone recognition using hidden markov models,”
Kai fu Lee and Hsiao wuen Hon, · 1989
Earlier work this paper cites.
The DARPA TIMIT Acoustic-Phonetic Continuous Speech Corpus (TIMIT)
DARPA-ISTO, · 1990
Earlier work this paper cites.
“Keeping the neural networks simple by minimizing the description length of the weights,”
Geoffrey E. Hinton and Drew van Camp, · 1993
Earlier work this paper cites.
Connnectionist Speech Recognition: A Hybrid Approach
H.A. Bourlard and N. Morgan, · 1994
Earlier work this paper cites.
“An Application of Recurrent Nets to Phone Probability Estimation,”
A. J. Robinson, · 1994
Earlier work this paper cites.
“Forward-backward retraining of recurrent neural networks,”
Andrew W. Senior and Anthony J. Robinson, · 1995
Earlier work this paper cites.
“An analysis of noise in recurrent neural networks: convergence and generalization,”
Kam-Chuen Jim, C.L. Giles, and B.G. Horne, · 1996
Earlier work this paper cites.
“Long Short-Term Memory,”
S. Hochreiter and J. Schmidhuber, · 1997
Earlier work this paper cites.
“Bidirectional Recurrent Neural Networks,”
M. Schuster and K. K. Paliwal, · 1997
Cited alongside, same era.
“Learning Precise Timing with LSTM Recurrent Networks,”
F. Gers, N. Schraudolph, and J. Schmidhuber, · 2002
Cited alongside, same era.
“Tandem connectionist feature extraction for conversational speech recognition,”
Qifeng Zhu, Barry Chen, Nelson Morgan, and Andreas Stolcke, · 2005
Cited alongside, same era.
“Framewise Phoneme Classification with Bidirectional LSTM and Other Neural Network Architectures,”
A. Graves and J. Schmidhuber, · 2005
Cited alongside, same era.
“Connectionist Temporal Classification: Labelling Unsegmented Sequence Data with Recurrent Neural Networks,”
A. Graves, S. Fernández, F. Gomez, and J. Schmidhuber, · 2006
Cited alongside, same era.
“Unconstrained Online Handwriting Recognition with Recurrent Neural Networks,”
“Discriminatively estimated joint acoustic, duration, and language model for speech recognition,”
M. Lehr and I. Shafran, · 2010
Later among the works it cites.
“Practical variational inference for neural networks,”
Alex Graves, · 2011
Later among the works it cites.
“Acoustic modeling using deep belief networks,”
A. Mohamed, G.E. Dahl, and G. Hinton, · 2012
Later among the works it cites.
“Deep neural networks for acoustic modeling in speech recognition,”
G. Hinton, Li Deng, Dong Yu, G.E. Dahl, A. Mohamed, N. Jaitly, A. Senior, V. Vanhoucke, P. Nguyen, T.N. Sainath, and B. Kingsbury, · 2012
Later among the works it cites.
“Revisiting Recurrent Neural Networks for Robust ASR,”
Oriol Vinyals, Suman Ravuri, and Daniel Povey, · 2012
Later among the works it cites.
“Recurrent neural networks for noise reduction in robust asr,”
A. Maas, Q. Le, T. O’Neil, O. Vinyals, P. Nguyen, and A. Ng, · 2012
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A. Graves, S. Fernández, M. Liwicki, H. Bunke, and J. Schmidhuber, · 2008
Cited alongside, same era.
“Offline Handwriting Recognition with Multidimensional Recurrent Neural Networks,”
Alex Graves and Juergen Schmidhuber, · 2009
Cited alongside, same era.
“SCARF: A segmental CRF speech recognition system,”
Geoffrey Zweig and Patrick Nguyen, · 2009
Cited alongside, same era.
“Investigation of full-sequence training of deep belief networks for speech recognition,”
Abdel rahman Mohamed, Dong Yu, and Li Deng, · 2010
Cited alongside, same era.
Later among the works it cites.
Supervised sequence labelling with recurrent neural networks
A. Graves, · 2012
Later among the works it cites.
“Sequence transduction with recurrent neural networks,”
A. Graves, · 2012
Later among the works it cites.
“Applying convolutional neural networks concepts to hybrid nn-hmm model for speech recognition,”
O. Abdel-Hamid, A. Mohamed, Hui Jiang, and G. Penn, · 2012
Later among the works it cites.