Title :
Speech enhancement based on the generalized dual excitation model with adaptive analysis window
Author :
Yoo, Chang D. ; Lim, Jae S.
Author_Institution :
Res. Lab. of Electron., MIT, Cambridge, MA, USA
Abstract :
In this paper, we describe a generalized dual excitation (GDE) speech model that is more accurate in its characterization than the dual excitation (DE) model in that it takes into account pitch variations. This model, together with an analysis window whose length varies adaptively according to the changing characteristics of speech, forms the backbone of a new speech enhancement system. Informal comparisons of the GDE system with the traditional systems have shown a clear preference for the former
Keywords :
adaptive estimation; parameter estimation; smoothing methods; speech enhancement; speech processing; adaptive analysis window; characterization; generalized dual excitation model; pitch variations; speech enhancement; speech model; Acoustic noise; Additive noise; Degradation; Laboratories; Production systems; Speech analysis; Speech enhancement; Speech synthesis; Spine; Steady-state;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1995. ICASSP-95., 1995 International Conference on
Conference_Location :
Detroit, MI
Print_ISBN :
0-7803-2431-5
DOI :
10.1109/ICASSP.1995.479823