Title :
Optimal estimation of vocal tract area functions from speech signal constrained by X-ray microbeam data
Author :
Guo, Qiang ; Milenkovic, Paul
Author_Institution :
Dept. of Electr. & Comput. Eng., Wisconsin Univ., Madison, WI, USA
Abstract :
The authors describe a modified Mermelstein articulatory model and present an analytical description of the configuration of the vocal tract model as well as the relationship between the articulators. Based on this model the articulatory parameters can be estimated directly from the speech signal by solving a constrained optimization problem. An adaptive optimization technique is used to find the values of the articulatory parameters of a modified Mermelstein articulatory model, that minimize the difference between model spectra and measured speech spectra.<>
Keywords :
X-ray microscopy; adaptive systems; constraint handling; diagnostic radiography; optimisation; parameter estimation; physiological models; speech analysis and processing; X-ray microbeam data; adaptive optimization; articulatory parameters; constrained optimization; modified Mermelstein articulatory model; speech signal; vocal tract area functions;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1993. ICASSP-93., 1993 IEEE International Conference on
Conference_Location :
Minneapolis, MN, USA
Print_ISBN :
0-7803-7402-9
DOI :
10.1109/ICASSP.1993.319361