Title :
Temporal decomposition based on a rate-distortion criterion
Author_Institution :
Dept. of Electron. Eng., Konkuk Univ., Seoul, South Korea
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;
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2003.819356