DocumentCode
2238166
Title
Geometrical approach to similarity representation in pattern recognition for speech-spectral deformation
Author
Shiraki, Yoshinao
Author_Institution
Dept. of Inf. Sci., Toho Univ., Funabashi, Japan
fYear
2011
fDate
15-17 Sept. 2011
Firstpage
7
Lastpage
11
Abstract
We study the relation between a spectral deformation in speech processing and a geometrical deformation theory. We show that topological field theory yields the systematic treatment of these two methods. Some of the examples and the application to speech-spectra of classical mathematical ideas - for example, Morse theory in higher dimensions - for topological field theory are discussed. These discussions are deeply concerned with many of the issues in computer graphics tools recently developed by M. Ferri and P. Frosini.
Keywords
computer graphics; speech recognition; Morse theory; computer graphics tools; geometrical deformation theory; pattern recognition; similarity representation; speech processing; speech-spectral deformation; topological field theory; Equations; Indexes; Manifolds; Pattern recognition; Systematics; Thin film transistors; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Intelligence and Intelligent Informatics (ISCIII), 2011 5th International Symposium on
Conference_Location
Floriana
Print_ISBN
978-1-4577-1860-1
Type
conf
DOI
10.1109/ISCIII.2011.6069733
Filename
6069733
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