Dimension-based Speech-Quality Assessment: Instrumental Measure for the Overall Quality of Telephone-band Speech
Conference: Sprachkommunikation 2008 - 8. ITG-Fachtagung
10/08/2008 - 10/10/2008 at Aachen, Germany
Proceedings: Sprachkommunikation 2008
Pages: 4Language: englishTyp: PDFPersonal VDE Members are entitled to a 10% discount on this title
Scholz, Kirstin; Heute, Ulrich (Institute for Circuit and System Theory, Christian-Albrechts-University of Kiel, 24143 Kiel)
This paper presents an instrumental quality measure for telephone-band speech that works on the basis of three quality dimensions: “directness/frequency content”, “continuity”, and “noisiness”. The assessment of the single dimensions allows for an analysis of a system’s speech transmission quality, while a suitable combination of the dimension ratings yields an estimate for its overall speech-quality. In this paper, the estimators for the dimensions underlying the overall-quality measure are only outlined, while the focus is on the assessment of the overall quality of telephone-band speech. The dimension-based quality measure presented here is explicitly trained on assessing the overall quality of speech signals, while it is only implicitly trained on measuring the three above-named quality dimensions. The MOS estimates show a correlation of r ˜ 0.85 with the MOS values obtained in auditory tests, whereas the resulting dimension estimates show a correlation of ρ = 0.71. . .0.79 with the dimension ratings determined in auditory tests.