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Carte Deep Learning Based Speech Quality Prediction Gabriel Mittag

Deep Learning Based Speech Quality Prediction

Autor: Gabriel Mittag
Limbă: engleză
Legare: Carte broșată
Editura: Springer, Berlin
Disponibilitate: În depozitul extern
Expediem în 5-8 zile
551.47 lei
This book presents how to apply recent machine learning (deep learning) methods for the task of spee...

Informații despre carte

Autor
Gabriel Mittag
Limbă
engleză
Legare
Carte - Carte broșată
Publicat
2023
Pagini
165
EAN
9783030914813
Enbook ID
42879416
Editura
Springer, Berlin
Greutate
258
Dimensiuni
155 x 235

Descriere completă

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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