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
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;
Conference_Titel :
Computational Intelligence and Intelligent Informatics (ISCIII), 2011 5th International Symposium on
Conference_Location :
Floriana
Print_ISBN :
978-1-4577-1860-1
DOI :
10.1109/ISCIII.2011.6069733