书目名称 | Deep Learning Based Speech Quality Prediction |
编辑 | Gabriel Mittag |
视频video | |
概述 | Presents how to apply deep learning methods for the task of speech quality prediction.Includes a model that outperforms traditional speech quality models.Presents an in-depth analysis and comparison o |
丛书名称 | T-Labs Series in Telecommunication Services |
图书封面 |  |
描述 | 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.. |
出版日期 | Book 2022 |
关键词 | Machine learning; deep learning; speech quality; quality of experience; quality of service |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-030-91479-0 |
isbn_softcover | 978-3-030-91481-3 |
isbn_ebook | 978-3-030-91479-0Series ISSN 2192-2810 Series E-ISSN 2192-2829 |
issn_series | 2192-2810 |
copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |