Deep Learning Based Speech Quality Prediction Paperback / softback
by Gabriel Mittag
Part of the T-Labs Series in Telecommunication Services series
Paperback / softback
Description
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.
Information
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Available to Order - This title is available to order, with delivery expected within 2 weeks
- Format:Paperback / softback
- Pages:165 pages, 54 Illustrations, color; 4 Illustrations, black and white; XIV, 165 p. 58 illus., 54 illu
- Publisher:Springer Nature Switzerland AG
- Publication Date:26/02/2023
- Category:
- ISBN:9783030914813
Other Formats
- Hardback from £66.09
Information
-
Available to Order - This title is available to order, with delivery expected within 2 weeks
- Format:Paperback / softback
- Pages:165 pages, 54 Illustrations, color; 4 Illustrations, black and white; XIV, 165 p. 58 illus., 54 illu
- Publisher:Springer Nature Switzerland AG
- Publication Date:26/02/2023
- Category:
- ISBN:9783030914813
