Title :
Determining local transientness of audio signals
Author :
Molla, Stéphane ; Torrésani, Bruno
Author_Institution :
LATP, CMI, Marseille, France
fDate :
7/1/2004 12:00:00 AM
Abstract :
We describe a new method for estimating the degree of "transientness" and "tonality" of a class of compound signals involving simultaneously transient and harmonic features. The key assumption is that both transient and tonal layers admit sparse expansions, respectively in wavelet and local cosine bases. The estimation is performed using particular form of entropy (or theoretical dimension) functions. We provide theoretical estimates on the behavior of the proposed estimators, as well as numerical simulations. Audio signal coding provides a natural field of application.
Keywords :
audio coding; harmonic analysis; transform coding; transient analysis; audio signal coding; entropy; harmonic feature; local cosine basis; tonality estimation; transientness estimation; wavelet basis; Context modeling; Entropy; Estimation theory; Image coding; Image edge detection; Measurement standards; Numerical simulation; Random variables; Signal detection; Signal processing;
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2004.830110