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Synopsis
Weighted finite-state transducers (WFSTs) are commonly used by engineers and computational linguists for processing and generating speech and text. This book first provides a detailed introduction to this formalism. It then introduces Pynini, a Python library for compiling finite-state grammars and for combining, optimizing, applying, and searching finite-state transducers. This book illustrates this library's conventions and use with a series of case studies. These include the compilation and application of context-dependent rewrite rules, the construction of morphological analyzers and generators, and text generation and processing applications.
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- PublisherMorgan & Claypool
- Publication date2021
- ISBN 10 1636391133
- ISBN 13 9781636391137
- BindingPaperback
- LanguageEnglish
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