Deep learning based speech quality prediction /
Mittag, Gabriel
Deep learning based speech quality prediction / Gabriel Mittag - Switzerland : Springer, 2022. - 165 p.
1 Introduction
2 Quality Assessment of Transmitted Speech
3 Neural Network Architectures for Speech Quality Prediction
4 Double-Ended Speech Quality Prediction Using Siamese Networks
5 Prediction of Speech Quality Dimensions With Multi-Task Learning
6 Bias-Aware Loss for Training From Multiple Datasets
7 NISQA - A Single-Ended Speech Quality Model
8 Conclusions
A Dataset Condition Tables
B Train and Validation Dataset Dimension Histograms
References
9783030914783
Deep learning
Speech quality
006.454 MIT
Deep learning based speech quality prediction / Gabriel Mittag - Switzerland : Springer, 2022. - 165 p.
1 Introduction
2 Quality Assessment of Transmitted Speech
3 Neural Network Architectures for Speech Quality Prediction
4 Double-Ended Speech Quality Prediction Using Siamese Networks
5 Prediction of Speech Quality Dimensions With Multi-Task Learning
6 Bias-Aware Loss for Training From Multiple Datasets
7 NISQA - A Single-Ended Speech Quality Model
8 Conclusions
A Dataset Condition Tables
B Train and Validation Dataset Dimension Histograms
References
9783030914783
Deep learning
Speech quality
006.454 MIT