Deep Learning Based Speech Quality Prediction (Hardcover)

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