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Deep Learning Based Speech Quality Prediction. 2022 ed.
・ISBN 978-3-030-91478-3 hard EUR 99.99
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| 著者・編者 | Mittag, Gabriel, |
|---|---|
| シリーズ | (T-Labs Series in Telecommunication Services) |
| 出版社 | (Springer Nature Switzerland AG, SZ) |
| 出版年月 | 2022 |
| ページ数 | 165 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A02-78417＞ |
解説
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.