|Book Name:||Deep Learning Based Speech Quality Prediction|
Free PDF Download Deep Learning Based Speech Quality Prediction
This book presents how to apply recent machine learning (deep learning) methods for speech quality prediction. The author shows how recent advancements in machine learning can be leveraged for 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 by predicting the speech quality dimensions of noisiness, coloration, discontinuity, and loudness.
Deep Learning Based Speech Quality Prediction PDF
Author(s): Gabriel Mittag
Series: T-Labs Series in Telecommunication Services
Publisher: Springer, Year: 2022