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Neuroscience / Long short term memory / Recurrent neural network / Backpropagation through time / Speech recognition / Backpropagation / Types of artificial neural networks / Neural networks / Cybernetics / Science


SPEECH RECOGNITION WITH DEEP RECURRENT NEURAL NETWORKS Alex Graves, Abdel-rahman Mohamed and Geoffrey Hinton Department of Computer Science, University of Toronto ABSTRACT Recurrent neural networks (RNNs) are a powerful
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Document Date: 2013-08-05 12:39:24

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Berlin / Pittsburgh / /

Company

Bidirectional Recurrent Neural Networks / Neural Networks / Revisiting Recurrent Neural Networks / LSTM Recurrent Networks / Multidimensional Recurrent Neural Networks / MIT Press / 3M / Microsoft / Recurrent Neural Networks / /

Country

United States / /

Facility

University of Toronto ABSTRACT Recurrent / /

IndustryTerm

Beam search decoding / forward-backward algorithm / deep belief networks / prediction network / feedforward output network / Online Handwriting Recognition / conventional deep networks / output network / prefix search / phoneme prediction network / beam search / deep feedforward networks / energy / transform-based filter-bank / encoded using a Fourier-transform-based filter-bank / /

MarketIndex

SET 50 / /

MusicAlbum

Speech / /

Organization

Geoffrey Hinton Department of Computer Science / University of Toronto ABSTRACT Recurrent / MIT / US Federal Reserve / /

Person

B. Kingsbury / T.N. Sainath / Qifeng Zhu / Oriol Vinyals / David E. Rumelhart / Alex Graves / Abdel rahman Mohamed / Daniel Povey / Geoffrey E. Hinton / Neil / P. Nguyen / C.L. Giles / Suman Ravuri / B.G. Horne / Hui Jiang / Ronald J. Williams / O. Abdel-Hamid / Kam-Chuen Jim / Geoffrey Hinton / Barry Chen / Anthony J. Robinson / V. Vanhoucke / Li Deng / Georey Zweig / Nelson Morgan / Juergen Schmidhuber / Patrick Nguyen / A. Mohamed / Andreas Stolcke / Mohamed Hinton / Dong Yu / G. Penn / /

Position

speaker / uppermost forward / powerful model for sequential data / /

PublishedMedium

Machine Learning / Journal of Machine Learning Research / /

Technology

SPEECH RECOGNITION / neural network / Machine Learning / speech recognition system / forward-backward algorithm / /

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