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Daniel Vasquez & Rainer Gruhn 
Hierarchical Neural Network Structures for Phoneme Recognition [PDF ebook] 

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Omslag till Daniel Vasquez & Rainer Gruhn: Hierarchical Neural Network Structures for Phoneme Recognition (PDF)

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.

€96.29
Betalningsmetoder

Innehållsförteckning

Background in Speech Recognition.- Phoneme Recognition Task.- Hierarchical Approach and Downsampling Schemes.- Extending the Hierarchical Scheme: Inter and Intra Phonetic Information.- Theoretical framework for phoneme recognition analysis.
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Språk Engelska ● Formatera PDF ● Sidor 134 ● ISBN 9783642344251 ● Filstorlek 2.3 MB ● Ålder 02-99 år ● Utgivare Springer Berlin ● Stad Heidelberg ● Land DE ● Publicerad 2012 ● Nedladdningsbara 24 månader ● Valuta EUR ● ID 2666045 ● Kopieringsskydd Social DRM

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Daniel VasquezRainer GruhnWolfgang Minker

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