书目名称 | Language Modeling for Automatic Speech Recognition of Inflective Languages |
副标题 | An Applications-Orie |
编辑 | Gregor Donaj,Zdravko Kačič |
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概述 | Concentrates on speech recognition for inflective languages – representative of roughly half of Europe and their unique characteristics.Introduces new application-oriented methods for measuring the pe |
丛书名称 | SpringerBriefs in Speech Technology |
图书封面 |  |
描述 | 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. |
出版日期 | Book 2017 |
关键词 | Apple Siri; Application Oriented Language Modeling; Automatic Speech Recognition; Google Voice Search; H |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-319-41607-6 |
isbn_softcover | 978-3-319-41605-2 |
isbn_ebook | 978-3-319-41607-6Series ISSN 2191-737X Series E-ISSN 2191-7388 |
issn_series | 2191-737X |
copyright | The Author(s) 2017 |