Language modeling for automatic speech recognition of inflective languages : an applications-oriented approach using lexical data / Gregor Donaj, Zdravko Kačič.
Donaj, Gregor, author.; Kačič, Zdravko, author.
2017
TK7895.S65
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Title Language modeling for automatic speech recognition of inflective languages : an applications-oriented approach using lexical data / Gregor Donaj, Zdravko Kačič.
Author Donaj, Gregor, author.
ISBN 9783319416076 (electronic book)
3319416073 (electronic book)
9783319416052 (paperback)
3319416057 (paperback)
Published Switzerland : Springer, [2017]
Copyright ©2017
Language English
Description 1 online resource (71 pages) : illustrations.
Call Number TK7895.S65
Dewey Decimal Classification 006.4/54
620
Summary "This book covers language modeling and automatic speech recognition for inflective languages (e.g. Slavic languages), which represent roughly half of the languages spoken in Europe. These languages do not perform as well as English in speech recognition systems and it is therefore harder to develop an application with sufficient quality for the end user. The authors describe the most important language features for the development of a speech recognition system. This is then presented through the analysis of errors in the system and the development of language models and their inclusion in speech recognition systems, which specifically address the errors that are relevant for targeted applications. The error analysis is done with regard to morphological characteristics of the word in the recognized sentences. The book is oriented towards speech recognition with large vocabularies and continuous and even spontaneous speech. Today such applications work with a rather small number of languages compared to the number of spoken languages"--Provided by publisher.
Bibliography, etc. Note Includes bibliographical references.
Access Note Access limited to authorized users.
Source of Description Description based on print version record.
Added Author Kačič, Zdravko, author.
Series SpringerBriefs in electrical and computer engineering. Speech technology.
Available in Other Form Language Modeling for Automatic Speech Recognition of Inflective Languages.
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1. Introduction
2. Speech Recognition in Inflective Languages
3. Performance Evaluation Using Lexical Data
4. Application Oriented Language Modeling
5. An Example Application.

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