Dimension-based Speech-Quality Assessment: Instrumental Measure for the Overall Quality of Telephone-band Speech
Konferenz: Sprachkommunikation 2008 - 8. ITG-Fachtagung
08.10.2008 - 10.10.2008 in Aachen, Germany
Tagungsband: Sprachkommunikation 2008
Seiten: 4Sprache: EnglischTyp: PDFPersönliche VDE-Mitglieder erhalten auf diesen Artikel 10% Rabatt
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.