Carte Mispronunciation Detection with Multiple Applications Ge Zhenhao

Mispronunciation Detection with Multiple Applications

for Language Learning and Speech Recognition Adaptation and Improvement

Autor: Ge Zhenhao
Limbă: engleză
Legare: Carte broșată
Editura: Scholars' Press
Disponibilitate: În depozitul extern
Expediem în 5-8 zile
324.67 lei
This book includes most of Dr. Zhenhao Ge's PhD work in the area of mispronunciation detection, for...

Informații despre carte

Autor
Limbă
engleză
Legare
Carte - Carte broșată
Publicat
2014
Pagini
156
EAN
9783639667004
ISBN
363966700X
Enbook ID
09123325
Editura
Greutate
236
Dimensiuni
152 x 229 x 9

Descriere completă

This book includes most of Dr. Zhenhao Ge's PhD work in the area of mispronunciation detection, for both language learning and speech recognition adaptation and improvement. In the applications for language learning, this book introduced one type of context adaptive features, that can be used to improve the accuracy of detection mispronunciations. It also described a method based on Principle Component Analysis, to hierarchically detect the parts of mispronunciations for language learners, in an efficient and accurate way. In the applications for speech recognition adaptation and improvement, this book explained how to improve name recognition by learning acceptable pronunciation variations. It also provided practical approaches based on Gaussian Mixture Modals and Linear Discriminative Analysis for accent detection and classification, in order to make speech recognition adaptive to accents and further improve performance.

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