Title :
Additive and multiplicative reestimation schemes for the sinusoid modeling of audio
Author :
Wen Xue ; Sandler, Mark
Author_Institution :
Centre for Digital Music, Univ. of London, London, UK
Abstract :
This paper discusses an approach to accurate sinusoid modeling of audio. We propose an iterative framework which functions as a “wrapper” that works with arbitrary sinusoid modeling systems to boost their accuracy. It involves one or more reestimation steps. In each step the parameter estimates are updated by combining a second set of parameters evalulated from the latest modeling error signal. An additive scheme and a multiplicative scheme are proposed for this reestimation step. On a limited test set the framework is shown to offer 2dB to 40.5dB (average 14.6dB) improvement in signal-to-residue ratio within 5 updates, which is 56.3% to 98.6% (average 79.5%) of the largest possible improvement, in dB, obtained by interpolating exact parameters.
Keywords :
audio signal processing; estimation theory; interpolation; iterative methods; parameter estimation; additive reestimation schemes; modeling error signal; multiplicative reestimation schemes; parameter estimates; signal-to-residue ratio; sinusoid modeling systems; Accuracy; Additives; Analytical models; Chirp; Frequency modulation; Synthesizers;
Conference_Titel :
Signal Processing Conference, 2009 17th European
Conference_Location :
Glasgow
Print_ISBN :
978-161-7388-76-7