Title :
Speech quality assessment using digital watermarking
Author :
Cai, Libin ; Zhao, Jiying
Author_Institution :
Sch. of Inf. Technol. & Eng., Ottawa Univ., Ont., Canada
Abstract :
Speech quality evaluation is a very important research topic. The mean opinion score (MOS) is reliable but the listening test is very expensive, time consuming, and sometimes impractical. The existing objective quality assessment methods require either the original speech or complicated computation model, which makes some applications of quality evaluation impossible. We propose to use digital audio watermarking to evaluate the quality of speech. Our method does not need original signal or computation model. The experimental results show that the method yields accurate quality scores that are very close to the results of PESQ.
Keywords :
audio signal processing; speech processing; watermarking; digital audio watermarking; mean opinion score; objective quality assessment; speech quality assessment; speech quality evaluation; Computational modeling; Computer network reliability; Databases; Degradation; Discrete wavelet transforms; Monitoring; Quality assessment; Speech analysis; Testing; Watermarking;
Conference_Titel :
Haptic, Audio and Visual Environments and Their Applications, 2004. HAVE 2004. Proceedings. The 3rd IEEE International Workshop on
Print_ISBN :
0-7803-8817-8
DOI :
10.1109/HAVE.2004.1391902