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
Link To Document :
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