DocumentCode
2022441
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
Volume
2
fYear
1993
fDate
27-30 April 1993
Firstpage
538
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 1993. ICASSP-93., 1993 IEEE International Conference on
Conference_Location
Minneapolis, MN, USA
ISSN
1520-6149
Print_ISBN
0-7803-7402-9
Type
conf
DOI
10.1109/ICASSP.1993.319361
Filename
319361
Link To Document