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Deep Learning Based Speech Quality Prediction

Language EnglishEnglish
Book Hardback
Book Deep Learning Based Speech Quality Prediction Gabriel Mittag
Libristo code: 38504258
Publishers Springer Nature Switzerland AG, February 2022
This book presents how to apply recent machine learning (deep learning) methods for the task of spee... Full description
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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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About the book

Full name Deep Learning Based Speech Quality Prediction
Language English
Binding Book - Hardback
Date of issue 2022
Number of pages 165
EAN 9783030914783
Libristo code 38504258
Weight 442
Dimensions 155 x 235 x 15
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