Articles liés à Hierarchical Neural Network Structures for Phoneme...
Synopsis
In this book, hierarchical structures based on neural networks are investigated for automatic speech recognition. These structures are mainly evaluated within the phoneme recognition task under the Hybrid Hidden Markov Model/Artificial Neural Network (HMM/ANN) paradigm. The baseline hierarchical scheme consists of two levels each which is based on a Multilayered Perceptron (MLP). Additionally, the output of the first level is used as an input for the second level. This system can be substantially speeded up by removing the redundant information contained at the output of the first level.
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Présentation de l'éditeur
The subject of this study is the role of hierarchical structures, based on neural networks, in identifying phonemes in automated speech recognition systems. It shows how the artificial neural network paradigm can simplify the analysis of spoken language.
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- ÉditeurSpringer-Verlag Berlin and Heidelberg GmbH & Co. K
- Date d'édition2012
- ISBN 10 3642344240
- ISBN 13 9783642344244
- ReliureRelié
- Langueanglais
- Nombre de pages134
- Coordonnées du fabricantnon disponible
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Hierarchical Neural Network Structures for Phoneme Recognition
Edité par
Springer Berlin Heidelberg, 2012
ISBN 10 : 3642344240
ISBN 13 : 9783642344244
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Vendeur : Buchpark, Trebbin, Allemagne
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Etat : Sehr gut. Zustand: Sehr gut | Seiten: 152 | Sprache: Englisch | Produktart: Bücher. N° de réf. du vendeur 23074611/12
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Hierarchical Neural Network Structures for Phoneme Recognition
Edité par
Springer Berlin Heidelberg, 2012
ISBN 10 : 3642344240
ISBN 13 : 9783642344244
Neuf
Couverture rigide
Vendeur : moluna, Greven, Allemagne
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Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Simplifies the analysis in spoken language dialogue systemsInvestigates hierarchical structures based on neural networks for automatic speech recognitionWritten for academic and industrial researchers in speech recognitionIn this bo. N° de réf. du vendeur 5057608
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Hierarchical Neural Network Structures for Phoneme Recognition
Edité par
Springer Berlin Heidelberg, 2012
ISBN 10 : 3642344240
ISBN 13 : 9783642344244
Neuf
Couverture rigide
Vendeur : AHA-BUCH GmbH, Einbeck, Allemagne
Évaluation du vendeur 5 sur 5 étoiles
Buch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - In this book, hierarchical structures based on neural networks are investigated for automatic speech recognition. These structures are evaluated on the phoneme recognition task where a Hybrid Hidden Markov Model/Artificial Neural Network paradigm is used. The baseline hierarchical scheme consists of two levels each which is based on a Multilayered Perceptron. Additionally, the output of the first level serves as a second level input. The computational speed of the phoneme recognizer can be substantially increased by removing redundant information still contained at the first level output. Several techniques based on temporal and phonetic criteria have been investigated to remove this redundant information. The computational time could be reduced by 57% whilst keeping the system accuracy comparable to the baseline hierarchical approach. N° de réf. du vendeur 9783642344244
Quantité disponible : 1 disponible(s)
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Hierarchical Neural Network Structures for Phoneme Recognition
Edité par
Springer Berlin Heidelberg Okt 2012, 2012
ISBN 10 : 3642344240
ISBN 13 : 9783642344244
Neuf
Couverture rigide
Vendeur : BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Allemagne
Évaluation du vendeur 5 sur 5 étoiles
Buch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -In this book, hierarchical structures based on neural networks are investigated for automatic speech recognition. These structures are evaluated on the phoneme recognition task where a Hybrid Hidden Markov Model/Artificial Neural Network paradigm is used. The baseline hierarchical scheme consists of two levels each which is based on a Multilayered Perceptron. Additionally, the output of the first level serves as a second level input. The computational speed of the phoneme recognizer can be substantially increased by removing redundant information still contained at the first level output. Several techniques based on temporal and phonetic criteria have been investigated to remove this redundant information. The computational time could be reduced by 57% whilst keeping the system accuracy comparable to the baseline hierarchical approach. 152 pp. Englisch. N° de réf. du vendeur 9783642344244
Quantité disponible : 2 disponible(s)
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Hierarchical Neural Network Structures for Phoneme Recognition
Edité par
Springer Berlin Heidelberg, Springer Berlin Heidelberg Okt 2012, 2012
ISBN 10 : 3642344240
ISBN 13 : 9783642344244
Neuf
Couverture rigide
Vendeur : buchversandmimpf2000, Emtmannsberg, BAYE, Allemagne
Évaluation du vendeur 5 sur 5 étoiles
Buch. Etat : Neu. Neuware -In this book, hierarchical structures based on neural networks are investigated for automatic speech recognition. These structures are mainly evaluated within the phoneme recognition task under the Hybrid Hidden Markov Model/Artificial Neural Network (HMM/ANN) paradigm. The baseline hierarchical scheme consists of two levels each which is based on a Multilayered Perceptron (MLP). Additionally, the output of the first level is used as an input for the second level. This system can be substantially speeded up by removing the redundant information contained at the output of the first level.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 152 pp. Englisch. N° de réf. du vendeur 9783642344244
Quantité disponible : 2 disponible(s)
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Hierarchical Neural Network Structures for Phoneme Recognition (Signals and Communication Technology)
Vendeur : Ria Christie Collections, Uxbridge, Royaume-Uni
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Etat : New. In. N° de réf. du vendeur ria9783642344244_new
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Hierarchical Neural Network Structures for Phoneme Recognition
Vendeur : Revaluation Books, Exeter, Royaume-Uni
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Hardcover. Etat : Brand New. 2013 edition. 150 pages. 9.25x6.25x0.25 inches. In Stock. N° de réf. du vendeur x-3642344240
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Hierarchical Neural Network Structures for Phoneme Recognition (Signals and Communication Technology)
Edité par
Springer, 2012
ISBN 10 : 3642344240
ISBN 13 : 9783642344244
Ancien ou d'occasion
Couverture rigide
Vendeur : Mispah books, Redhill, SURRE, Royaume-Uni
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Hardcover. Etat : Like New. Like New. book. N° de réf. du vendeur ERICA75836423442406
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