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Human Language Technologies For Under-resourced African Languages - ENG

Design, Challenges, And Prospects

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ISBN: 9783319699608
Formato: ePub
Idioma: Inglés
Editorial: Springer Nature
Tema: Lenguas
Subtema: Lingüística general
Año de publicación: 2018-01-25

This book provides an overview of a recent and flexible approach to speech synthesis design to develop the first statistical parametric speech synthesizer for Ibibio, a West African tonal language. The design precludes the inflexibility encountered when modeling tonal features of the language and can be used for other tonal African languages.  Mobile use and technological innovations in developing African nations have exploded. With mobile technology, many of the barriers caused by infrastructure issues have vanished. In order to address issues that are unique to African tonal languages, the book uses Ibibio as a model.  The text reviews the languages speech characteristics, required for building the front end components of the design and propose a �nite state transducer (FST), useful for modelling the language tonetactics. The statistical parametric approach discussed in the text, implements the Hidden Markov Model (HMM) technique, with the goal of creating a generic structure thatlearns the model from the text itself, and uses the data-driven approach to input specification.

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