Faculty Book: Kyle Gorman
Kyle Gorman and Richard Sproat
Finite-State Text Processing
(Morgan & Claypool Publishers, 2021)
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.
Gorman is an assistant professor od linguistics at The Graduate Center.
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Submitted on: JUN 3, 2021
Category: Faculty Books | Linguistics