Deep Learning Based Speech Quality Prediction

2022 ed.

by Gabriel Mittag

Book Details

Format Paperback / Softback

Book Series T-Labs Series in Telecommunication Services

ISBN-10 303091481X

ISBN-13 9783030914813

Edition 2022 ed.

Publisher Springer Nature Switzerland AG

Imprint Springer Nature Switzerland AG

Country of Manufacture GB

Country of Publication GB

Publication Date Feb 26th, 2023

Print length 165 Pages

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Ksh 16,200.00

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This book presents how to apply recent machine learning (deep learning) methods for the task of speech quality prediction.

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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