← Search

Johannes Abel

3 accepted papers

2018

A Simple Cepstral Domain DNN Approach to Artificial Speech Bandwidth Extension

ICASSP 2018accepted

In this work, we present a simple deep neural network (DNN)-based regression approach to artificial speech bandwidth extension (ABE) in the frequency domain for estimating missing speech components in the range 4 ... 7 kHz. The upper band (UB) spectral magnitudes are found by first estimating the UB…

Cited by 0SourceScholar
2016

A subjective listening test of six different artificial bandwidth extension approaches in English, Chinese, German, and Korean

ICASSP 2016accepted

In studies on artificial bandwidth extension (ABE), there is a lack of international coordination in subjective tests between multiple methods and languages. Here we present the design of absolute category rating listening tests evaluating 12 ABE variants of six approaches in multiple languages, nam…

Cited by 0SourceScholar
2016

Evaluating instrumental measures of speech quality using Bayesian model selection: Correlations can be misleading!

ICASSP 2016accepted

Choosing among competing models of collected data is crucial for all sciences. In the last decade there has been an increasing tendency to use Bayesian methods throughout many fields. When assessing the performance of instrumental measures of speech quality, classical measures such as correlation co…

Cited by 0SourceScholar