Book Name: Deep Learning Based Speech Quality Prediction
Category: Telecommunication Books
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Deep Learning Based Speech Quality Prediction pdf

Book Description:

This book presents how to apply recent machine learning (deep learning) methods for speech quality prediction. The author shows how recent advancements in machine learning can be leveraged for 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 by predicting the speech quality dimensions of noisiness, coloration, discontinuity, and loudness.

 

Deep Learning Based Speech Quality Prediction PDF

Author(s): Gabriel Mittag

Series: T-Labs Series in Telecommunication Services

Publisher: Springer, Year: 2022

ISBN: 303091478X,9783030914783


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