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.
Produkteigenschaften
- Artikelnummer: 9783031010514
- Medium: Buch
- ISBN: 978-3-031-01051-4
- Verlag: Springer
- Erscheinungstermin: 26.05.2021
- Sprache(n): Englisch
- Auflage: Erscheinungsjahr 2021
- Serie: Synthesis Lectures on Human Language Technologies
- Produktform: Kartoniert, Paperback
- Gewicht: 312 g
- Seiten: 140
- Format (B x H x T): 191 x 235 x 9 mm
- Ausgabetyp: Kein, Unbekannt
