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" Automatic speech recognition : "
Dong Yu, Li Deng
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BL
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| Record Number
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666191
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dltt
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| Main Entry
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Yu, Dong,1969-
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| Title & Author
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Automatic speech recognition : : a deep learning approach /\ Dong Yu, Li Deng
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| Publication Statement
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London :: Springer,, c2015
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| Series Statement
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Signals and communication technology
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| Page. NO
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xxvi, 321 p. :: ill. ;; 24 cm
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| ISBN
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9781447157786
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: 1447157788
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| Bibliographies/Indexes
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Includes bibliographical references and index
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| Contents
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Introduction -- Gaussian mixture models -- Hidden Markov models and the variants -- Deep neural networks -- Advanced model initialization techniques -- Deep neural network-hidden Markov model hybrid systems -- Training and decoding speedup -- Deep neural network sequence-discriminative training -- Feature representation learning in deep neural networks -- Fuse deep neural network and gaussian mixture model systems -- Adaptation of deep neural networks -- Representation sharing and transfer in deep neural networks -- Recurrent neural networks and related models -- Computational network -- Summary and future directions
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| Subject
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Automatic speech recognition
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| LC Classification
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TK7895.S65Y82 2015
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| Added Entry
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Deng, Li,1958-
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| Added Entry
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Ohio Library and Information Network
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