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
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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