DocumentCode
850188
Title
Temporal decomposition based on a rate-distortion criterion
Author
Lee, Ki-Seung
Author_Institution
Dept. of Electron. Eng., Konkuk Univ., Seoul, South Korea
Volume
11
Issue
1
fYear
2004
Firstpage
33
Lastpage
35
Abstract
This letter addresses a temporal decomposition (TD) technique that is based on a rate-distortion criterion. In the proposed TD scheme, a set of interpolation functions is constructed from a given training corpus, and the optimum target points are found in the sense of minimizing, not only spectral distortion, but also bit rates. The results of the simulation show that an average spectral distortion of about 1.4 dB can be achieved at an average bit rate of about 8 bits/frame.
Keywords
distortion; interpolation; minimisation; rate distortion theory; spectral analysis; speech processing; bit rates; interpolation functions; rate-distortion criterion; spectral distortion; spectral interpolation; speech signal decomposition; temporal decomposition; training corpus; Approximation error; Bit rate; Error analysis; Interpolation; Prototypes; Rate-distortion; Signal processing; Speech processing; Vectors;
fLanguage
English
Journal_Title
Signal Processing Letters, IEEE
Publisher
ieee
ISSN
1070-9908
Type
jour
DOI
10.1109/LSP.2003.819356
Filename
1255918
Link To Document