DocumentCode
2355804
Title
Evaluation of vocal tract disorder using a variable step adaptive filter
Author
Dandapat, S. ; Ray, G.C.
Author_Institution
Dept. of Electr. Eng., Indian Inst. of Technol., Kanpur, India
fYear
1995
fDate
15-18 Feb 1995
Firstpage
29646
Lastpage
30011
Abstract
Presents a method to evaluate the dynamic behaviour of the vocal tract shape. Solving the linear prediction model by using Levinson Durbin´s algorithm the dynamic behaviour of the vocal tract shape can be obtained only frame by frame. A more realistic approach can be possible by estimating the shape of the vocal tract point by point using an adaptive filter. In the present work the authors have proposed a variable step adaptive linear prediction scheme for reconstruction of the vocal tract. This results in faster convergence. This method can be used for real time estimation of the vocal tract shape for diagnostic and therapeutic purposes
Keywords
adaptive filters; physiological models; speech; Levinson Durbin´s algorithm; convergence; diagnosis; linear prediction model; therapy; variable step adaptive filter; variable step adaptive linear prediction scheme; vocal tract disorder evaluation; vocal tract reconstruction; Acoustic reflection; Adaptive filters; Convergence; Heuristic algorithms; Lattices; Optical reflection; Paper technology; Predictive models; Shape; Speech;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 1995 and 14th Conference of the Biomedical Engineering Society of India. An International Meeting, Proceedings of the First Regional Conference., IEEE
Conference_Location
New Delhi
Print_ISBN
0-7803-2711-X
Type
conf
DOI
10.1109/RCEMBS.1995.532987
Filename
532987
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