Deep Learning Based Speech Quality - E-book

eBook

Deep Learning Based Speech Quality Prediction - ENG

Gabriel Mittag

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$1,980.00

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Sinopsis

ISBN:	9783030914790
Formato:	ePub
Idioma:	Inglés
Editorial:	Springer Nature
Tema:	Computadoras
Subtema:	Interfaces de usuarios
Año de publicación:	2022-02-24

This book presents how to apply recent machine learning (deep learning) methods for the task of speech quality prediction. The author shows how recent advancements in machine learning can be leveraged for the task of speech quality prediction and provides an in-depth analysis of the suitability of different deep learning architectures for this task. The author then shows how the resulting model outperforms traditional speech quality models and provides additional information about the cause of a quality impairment through the prediction of the speech quality dimensions of noisiness, coloration, discontinuity, and loudness.

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