INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
9783642344251
NATIONAL BIBLIOGRAPHY NUMBER
Country Code
IR
Number
EN-54742
LANGUAGE OF THE ITEM
.Language of Text, Soundtrack etc
انگلیسی
COUNTRY OF PUBLICATION OR PRODUCTlON
Country of publication
IR
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Hierarchical Neural Network Structures for Phoneme Recognitio
General Material Designation
[Book]
First Statement of Responsibility
/ by Daniel Vasquez, Rainer Gruhn, Wolfgang Minker
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Berlin, Heidelberg
Name of Publisher, Distributor, etc.
: Springer Berlin Heidelberg :Imprint: Springer,
Date of Publication, Distribution, etc.
, 2013.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
XVIII, 133 p. 49 illus., online resource.
SERIES
Series Title
(Signals and Communication Technology,1860-4862)
NOTES PERTAINING TO PUBLICATION, DISTRIBUTION, ETC.
Text of Note
Electronic
CONTENTS NOTE
Text of Note
whilst keeping the system accuracy comparable to the baseline hierarchical approach.
Text of Note
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
Text of Note
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.
SERIES
Title
Signals and Communication Technology,1860-4862
TOPICAL NAME USED AS SUBJECT
Engineering
Computer science
Translators (Computer programs)
Electronic books
LIBRARY OF CONGRESS CLASSIFICATION
Class number
E-BOOK
PERSONAL NAME - PRIMARY RESPONSIBILITY
Vasquez, Daniel.
PERSONAL NAME - SECONDARY RESPONSIBILITY
Gruhn, Rainer
Minker, Wolfgang
SpringerLink (Online service)
ORIGINATING SOURCE
Country
ایران
ELECTRONIC LOCATION AND ACCESS
Host name
9783642344244.pdf
Access number
عادی
Compression information
عادی
Date and Hour of Consultation and Access
9783642344244.pdf
Electronic Format Type
متن
old catalog
e
BL
1
a
Y
