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Text Independent Language Recognition Using Statistical Approaches

Text Independent Language Recognition Using Statistical Approaches

von Janaki Vinjamuri, Kamakshi Prasad Valurouthu und Sadanandam Manchala
Softcover - 9786202922340
71,90 €
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Beschreibung

Language Identification is one of important speech processing techniques to identify the language of unknown utterance of speech. It is used in several applications like multilingual system, IVRS etc systems in which speech utterances play prominent role. In this book, we explained objectives, challenges of the system and the different phases involved in the system. This book clearly explains important feature vectors and extraction techniques to implement LID. It also explains about variuos statistical approaches like vector quantization, Hidden Markov model and Gaussian Mixture models to implement the language identification system for Indic Languages and Foreign languages.

Details

Verlag LAP LAMBERT Academic Publishing
Ersterscheinung 15. Oktober 2020
Maße 22 cm x 15 cm x 1 cm
Gewicht 256 Gramm
Format Softcover
ISBN-13 9786202922340
Seiten 160