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Deep Learning Based Speech Quality Prediction Gabriel Mittag

Name: Deep Learning Based Speech Quality Prediction Gabriel Mittag
SKU: BELL-46124808
Price: 31.00 USD
Availability: InStock
Rating: 4.1 (10 reviews)

SKU: BELL-46124808

$ 31.00 ~~$ 45.00~~ (-31%)

4.1

10 reviews

Deep Learning Based Speech Quality Prediction Gabriel Mittag instant download after payment.

Publisher: Springer

File Extension: PDF

File size: 7.37 MB

Pages: 170

Author: Gabriel Mittag

ISBN: 9783030914783, 303091478X

Language: English

Year: 2022

Product desciption

Deep Learning Based Speech Quality Prediction Gabriel Mittag by Gabriel Mittag 9783030914783, 303091478X instant download after payment.

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.