Joint high-resolution fundamental frequency and order estimation

被引：66
|
作者：
Christensen, Mads Graesboll [1 ]
Jakobsson, Andreas
Jensen, Soren Holdt
机构：
[1] Aalborg Univ, Dept Elect Syst, DK-9220 Aalborg, Denmark
[2] Karlstad Univ, Dept Elect Engn, SE-65188 Karlstad, Sweden
来源：
IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING | 2007年 / 15卷 / 05期
关键词：
estimation; frequency estimation; fundamental frequency estimation; MUltiple SIgnal Classification (MUSIC); pitch estimation; subspace methods;
D O I：
10.1109/TASL.2007.899267
中图分类号：
O42 [声学];
学科分类号：
070206 ; 082403 ;
摘要：
In this paper, we present a novel method for joint estimation of the fundamental frequency and order of a set of harmonically related sinusoids based on the MUltiple SIgnal Classification (MUSIC) estimation criterion. The presented method, termed HMUSIC, is shown to have an efficient implementation using fast Fourier transforms (FFTs). Furthermore, refined estimates can be obtained using a gradient-based method. Illustrative examples of the application of the algorithm to real-life speech and audio signals are given, and the statistical performance of the estimator is evaluated using synthetic signals, demonstrating its good statistical properties.
引用
收藏
页码：1635 / 1644
页数：10
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