Title :
Lapped transforms for efficient transform/subband coding
Author :
Malvar, Henrique S.
Author_Institution :
Dept. of Electr. Eng., Brasilia Univ., Brazil
fDate :
6/1/1990 12:00:00 AM
Abstract :
Two lapped transforms for subband/transform coding of signals are introduced: a version of the lapped orthogonal transform (LOT), which can be efficiently computed for any transform length; and the modulated lapped transform (MLT), which is based on a modulated quadrature mirror (QMF) bank. The MLT can also be efficiently computed by means of a type-IV discrete sine transform (DST-IV). The LOT and the MLT are both asymptotically optimal lapped transforms for coding an AR(1) signal with a high intersample correlation coefficient. The coding gains of the LOT and MLT of length M are higher than that of the discrete cosine transform (DCT) of the same length; they are actually close to the coding gains obtained with a DCT of length 2M. An MLT-based adaptive transform coder (ACT) for speech signals is simulated; the code is essentially free from frame rate noise and has a better spectral resolution that DCT-based ATC systems
Keywords :
decoding; encoding; signal processing; speech analysis and processing; transforms; AR(1) signal; QMF bank; adaptive transform coder; intersample correlation coefficient; lapped orthogonal transform; lapped transforms; modulated lapped transform; modulated quadrature mirror; speech signals; subband coding; transform coding; type-IV discrete sine transform; Discrete cosine transforms; Discrete transforms; Filter bank; Finite impulse response filter; Image reconstruction; Mirrors; Modulation coding; Signal resolution; Signal synthesis; Speech enhancement;
Journal_Title :
Acoustics, Speech and Signal Processing, IEEE Transactions on