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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Deep Learning Based Speech Quality Prediction

Deep Learning Based Speech Quality Prediction

Mittag, Gabriel

Paperback

Series: T-Labs Telecommunication Services

Technology & EngineeringGeneral Computers

ISBN10: 303091481X
ISBN13: 9783030914813
Publisher: Springer Nature
Published: Feb 26 2023
Pages: 165
Weight: 0.57
Height: 0.38 Width: 6.14 Depth: 9.21
Language: English
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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