Deep Learning Based Speech Quality Prediction by Mittag, Gabriel

Deep Learning Based Speech Quality Prediction (Hardcover) (ISBN-13: 9783030914783)

Vendor: Gabriel Mittag
Product type: Books
Format: Hardcover
$109.99
$109.99
$109.99
Subtotal: $109.99
Deep Learning Based Speech Quality Prediction by Mittag, Gabriel

Deep Learning Based Speech Quality Prediction

$109.99
Deep Learning Based Speech Quality Prediction by Mittag, Gabriel

Deep Learning Based Speech Quality Prediction

$109.99
Format: Hardcover
Description
Description
x
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.



Author: Gabriel Mittag
ISBN-10: 303091478X
ISBN-13: 9783030914783
Publisher: Springer
Language: English
Published: 02/25/2022
Pages: 165
Format: Hardcover
Weight: 0.95lbs
Size: 9.21h x 6.14w x 0.44d
By Gabriel Mittag
By Gabriel Mittag
x

Gabriel Mittag received his B.Sc. and M.Sc. degree in electrical and electronic engineering at the Technische Universit舩 Berlin. During his master's degree he spent two semesters at the RMIT University in Melbourne, Australia and focused primarily on biomedical and speech signal processing. From 2016 he was employed as research assistant at the Quality and Usability Lab at the TU Berlin, where he finished his PhD on the machine learning based prediction of speech quality. In May 2021, Gabriel Mittag started as Machine Learning Scientist at Microsoft in Redmond, WA, USA.

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