On The Polynomial Approximation for Time-Variant Harmonic Signal Modeling

被引:9
|
作者
Zivanovic, Miroslav [1 ]
Schoukens, Johan [2 ]
机构
[1] Univ Publ Navarra, Dept Elect & Elect Engn, Pamplona 31006, Spain
[2] Vrije Univ Brussel, Dept Fundamental Elect & Instrumentat, B-1050 Brussels, Belgium
关键词
Audio signal processing; harmonic modeling; non-stationary signals; pitch detection;
D O I
10.1109/TASL.2010.2049673
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
We present a novel approach to modeling time-variant harmonic content in monophonic audio signals. We show that both amplitude and fundamental frequency time variations can be compactly captured in a single time polynomial which modulates the fundamental harmonic component. A correct estimation of the fundamental frequency is assured through the fully automated spectral analysis method (ASA). The best-fit is easily obtained by linear least-squares, given the fact that the set of equations is linear-in-parameters. In contrast to the existing methods, the proposed approach is designed to properly describe harmonic structures in monophonic audio signals under conditions of both amplitude and frequency variations and low signal-to noise ratios.
引用
收藏
页码:458 / 467
页数:10
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