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Deep Learning Based Speech Quality Prediction

Af: Gabriel Mittag Engelsk Paperback

Deep Learning Based Speech Quality Prediction

Af: Gabriel Mittag Engelsk Paperback
Tjek vores konkurrenters priser
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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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.

Produktdetaljer
Sprog: Engelsk
Sider: 165
ISBN-13: 9783030914813
Indbinding: Paperback
Udgave:
ISBN-10: 303091481X
Udg. Dato: 26 feb 2023
Længde: 0mm
Bredde: 155mm
Højde: 235mm
Forlag: Springer Nature Switzerland AG
Oplagsdato: 26 feb 2023
Forfatter(e): Gabriel Mittag
Forfatter(e) Gabriel Mittag


Kategori Naturligt sprog og maskinoversættelse


ISBN-13 9783030914813


Sprog Engelsk


Indbinding Paperback


Sider 165


Udgave


Længde 0mm


Bredde 155mm


Højde 235mm


Udg. Dato 26 feb 2023


Oplagsdato 26 feb 2023


Forlag Springer Nature Switzerland AG

Kategori sammenhænge