Title :
Audio modeling based on delayed sinusoids
Author :
Boyer, Rémy ; Abed-Meraim, Karim
Author_Institution :
L2S-Supelec, Gif-sur-Yvette, France
fDate :
3/1/2004 12:00:00 AM
Abstract :
In this work, we present an evolution of the Damped and Delayed Sinusoidal (DDS) model introduced within the framework of the general signal modeling. This model, named the Partial Damped and Delayed Sinusoidal (PDDS) model, takes into account a single time delay parameter for a set (sum) of damped sinusoids. The proposed modification is more consistent with the transient audio modeling problem. The validity of the approach is shown by its comparison with the well-known Exponentially Damped Sinusoids (EDS) approach. Finally, the performances of the three models based high-resolution parameter estimation algorithms are compared on synthetic fast time-varying signals, and on two typical audio transients.
Keywords :
audio signal processing; delays; parameter estimation; signal resolution; time-varying systems; delayed sinusoidal; exponentially damped sinusoids; parameter estimation; single delay time parameter; time varying signals; transient audio modeling; Context modeling; Delay effects; Multiple signal classification; Parameter estimation; Parametric statistics; Signal analysis; Signal processing; Signal processing algorithms; Speech; Transient analysis;
Journal_Title :
Speech and Audio Processing, IEEE Transactions on
DOI :
10.1109/TSA.2003.819953