Goertz, Norbert[Technische Universität Wien = Vienna University of Technology - TU Vienna > Institute of Telecommunications]
Peric, Zoran[University of Nis > Faculty of Electronic Engineering]
Sep-2012
Proceedings of the 10. ITG Symposium on Speech Communication
VDE Verlag
26-29
Yes
978-3-8007-3455-9
10. ITG Symposium on Speech Communication
from 26-09-2012 to 28-09-2012
Braunschweig
Germany
[en] Models based on linear prediction have been used for several decades in different areas of speech signal processing. While the linear approach has led to great advances in the last 40 years, it neglects nonlinearities present in the speech production mechanism. This paper compares the results of long-term nonlinear prediction based on second-order and third-order Volterra filters. Additional improvement can be obtained using fractionaldelay long-term prediction. Experimental results reveal that the proposed method outperforms linear long-term prediction techniques in terms of prediction gain.
[University of Belgrade > Technical Faculty in Bor]
