Artículos relacionados a Hierarchical Neural Network Structures for Phoneme...
Hierarchical Neural Network Structures for Phoneme Recognition (Signals and Communication Technology) - Tapa dura
Sinopsis
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.
"Sinopsis" puede pertenecer a otra edición de este libro.
De la contraportada
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.
"Sobre este título" puede pertenecer a otra edición de este libro.
Comprar nuevo
Ver este artículo
EUR 92,27
EUR 19,49 gastos de envío desde Alemania a España
Destinos, gastos y plazos de envíoOtras ediciones populares con el mismo título
Resultados de la búsqueda para Hierarchical Neural Network Structures for Phoneme...
Imagen de archivo
Hierarchical Neural Network Structures for Phoneme Recognition
Publicado por
Springer Berlin Heidelberg, 2012
ISBN 10: 3642344240
ISBN 13: 9783642344244
Antiguo o usado
Tapa dura
Librería: Buchpark, Trebbin, Alemania
Calificación del vendedor: 5 de 5 estrellas
Condición: Sehr gut. Zustand: Sehr gut | Seiten: 152 | Sprache: Englisch | Produktart: Bücher. Nº de ref. del artículo: 23074611/12
Cantidad disponible: 1 disponibles
Imagen del vendedor
Hierarchical Neural Network Structures for Phoneme Recognition
Publicado por
Springer Berlin Heidelberg, 2012
ISBN 10: 3642344240
ISBN 13: 9783642344244
Nuevo
Tapa dura
Librería: moluna, Greven, Alemania
Calificación del vendedor: 5 de 5 estrellas
Condición: 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. Nº de ref. del artículo: 5057608
Cantidad disponible: Más de 20 disponibles
Imagen del vendedor
Hierarchical Neural Network Structures for Phoneme Recognition
Publicado por
Springer Berlin Heidelberg Okt 2012, 2012
ISBN 10: 3642344240
ISBN 13: 9783642344244
Nuevo
Tapa dura
Librería: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Alemania
Calificación del vendedor: 5 de 5 estrellas
Buch. Condición: 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. Nº de ref. del artículo: 9783642344244
Cantidad disponible: 2 disponibles
Imagen del vendedor
Hierarchical Neural Network Structures for Phoneme Recognition
Publicado por
Springer Berlin Heidelberg, 2012
ISBN 10: 3642344240
ISBN 13: 9783642344244
Nuevo
Tapa dura
Librería: AHA-BUCH GmbH, Einbeck, Alemania
Calificación del vendedor: 5 de 5 estrellas
Buch. Condición: 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. Nº de ref. del artículo: 9783642344244
Cantidad disponible: 1 disponibles
Imagen de archivo
Hierarchical Neural Network Structures for Phoneme Recognition (Signals and Communication Technology)
Librería: Ria Christie Collections, Uxbridge, Reino Unido
Calificación del vendedor: 5 de 5 estrellas
Condición: New. In. Nº de ref. del artículo: ria9783642344244_new
Cantidad disponible: Más de 20 disponibles
Imagen del vendedor
Hierarchical Neural Network Structures for Phoneme Recognition
Publicado por
Springer Berlin Heidelberg, Springer Berlin Heidelberg Okt 2012, 2012
ISBN 10: 3642344240
ISBN 13: 9783642344244
Nuevo
Tapa dura
Librería: buchversandmimpf2000, Emtmannsberg, BAYE, Alemania
Calificación del vendedor: 5 de 5 estrellas
Buch. Condición: 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. Nº de ref. del artículo: 9783642344244
Cantidad disponible: 2 disponibles
Imagen de archivo
Hierarchical Neural Network Structures for Phoneme Recognition
Librería: Books Puddle, New York, NY, Estados Unidos de America
Calificación del vendedor: 4 de 5 estrellas
Condición: New. pp. 152. Nº de ref. del artículo: 2658580144
Cantidad disponible: 4 disponibles
Imagen de archivo
Hierarchical Neural Network Structures for Phoneme Recognition
Librería: Revaluation Books, Exeter, Reino Unido
Calificación del vendedor: 5 de 5 estrellas
Hardcover. Condición: Brand New. 2013 edition. 150 pages. 9.25x6.25x0.25 inches. In Stock. Nº de ref. del artículo: x-3642344240
Cantidad disponible: 2 disponibles
Imagen de archivo
Hierarchical Neural Network Structures for Phoneme Recognition
Impresión bajo demandaLibrería: Majestic Books, Hounslow, Reino Unido
Calificación del vendedor: 5 de 5 estrellas
Condición: New. Print on Demand pp. 152 49 Illus. Nº de ref. del artículo: 51012463
Cantidad disponible: 4 disponibles
Imagen de archivo
Hierarchical Neural Network Structures for Phoneme Recognition
Impresión bajo demandaLibrería: Biblios, Frankfurt am main, HESSE, Alemania
Calificación del vendedor: 5 de 5 estrellas
Condición: New. PRINT ON DEMAND pp. 152. Nº de ref. del artículo: 1858580154
Cantidad disponible: 4 disponibles