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Deep Learning Based Speech Quality Prediction
Engelsk
Bogcover for Deep Learning Based Speech Quality Prediction af Gabriel Mittag, 9783030914813
Specifikationer
Sprog:
Engelsk
Sider:
165
ISBN-13:
9783030914813
Indbinding:
Paperback
ISBN-10:
303091481X
Udg. Dato:
26 feb 2023
Størrelse i cm:
23,5 x 15,5
Oplagsdato:
26 feb 2023
Forfatter(e):

Deep Learning Based Speech Quality Prediction

Engelsk
Format:

Bog beskrivelse
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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Specifikationer
Sprog:
Engelsk
Sider:
165
ISBN-13:
9783030914813
Indbinding:
Paperback
ISBN-10:
303091481X
Udg. Dato:
26 feb 2023
Størrelse i cm:
23,5 x 15,5
Oplagsdato:
26 feb 2023
Forfatter(e):
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