Книга Deep Learning Based Speech Quality Prediction Gabriel Mittag

Deep Learning Based Speech Quality Prediction

Автор: Gabriel Mittag
Език: Английски език
Корици: С меки корици
Издател: Springer, Berlin
Наличност: Външен склад
Изпращаме след 5-8 дни
105.19 205.74 лв
This book presents how to apply recent machine learning (deep learning) methods for the task of spee...

Информация за книгата

Автор
Език
Английски език
Корици
Книга - С меки корици
Издадена
2023
страници
165
EAN
9783030914813
Enbook ID
42879416
Издател
Теглоt
258
Размери
155 x 235

Пълно описание

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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