Language modeling for automatic speech recognition of inflective languages : an applications-oriented approach using lexical data

"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 de...

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Bibliographic Details
Main Authors: Donaj, Gregor, (Author), Kačič, Zdravko, (Author)
Format: eBook
Language: English
Published: Switzerland : Springer, [2017]
Series: SpringerBriefs in electrical and computer engineering. Speech technology.
Subjects:
Automatic speech recognition.
elektronické knihy
electronic books
ISBN: 9783319416076
9783319416052
Physical Description: 1 online resource (71 pages) : illustrations

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Table of contents

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020 |a 9783319416076  |q (electronic book) 
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035 |a (OCoLC)957700236  |z (OCoLC)957636157  |z (OCoLC)957738436  |z (OCoLC)961413888 
100 1 |a Donaj, Gregor,  |e author. 
245 1 0 |a Language modeling for automatic speech recognition of inflective languages :  |b an applications-oriented approach using lexical data /  |c Gregor Donaj, Zdravko Kačič. 
264 1 |a Switzerland :  |b Springer,  |c [2017] 
264 4 |c ©2017 
300 |a 1 online resource (71 pages) :  |b illustrations 
336 |a text  |b txt  |2 rdacontent 
337 |a počítač  |b c  |2 rdamedia 
338 |a online zdroj  |b cr  |2 rdacarrier 
490 1 |a SpringerBriefs in electrical and computer engineering. Speech technology 
504 |a Includes bibliographical references. 
505 0 |a 1. Introduction -- 2. Speech Recognition in Inflective Languages -- 3. Performance Evaluation Using Lexical Data -- 4. Application Oriented Language Modeling -- 5. An Example Application. 
506 |a Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty 
520 |a "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. 
590 |a SpringerLink  |b Springer Complete eBooks 
650 0 |a Automatic speech recognition. 
655 7 |a elektronické knihy  |7 fd186907  |2 czenas 
655 9 |a electronic books  |2 eczenas 
700 1 |a Kačič, Zdravko,  |e author. 
776 0 8 |i Print version:  |a Donaj, Gregor.  |t Language Modeling for Automatic Speech Recognition of Inflective Languages.  |d Switzerland : Springer, [2017]  |z 3319416057  |w (OCoLC)951642914 
830 0 |a SpringerBriefs in electrical and computer engineering.  |p Speech technology. 
856 4 0 |u https://proxy.k.utb.cz/login?url=https://link.springer.com/10.1007/978-3-319-41607-6  |y Plný text 
992 |c NTK-SpringerENG 
999 |c 99313  |d 99313 

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