• DocumentCode
    3404004
  • Title

    Robust subspace-based fundamental frequency estimation

  • Author

    Christensen, Mads G. ; Vera-Candeas, Pedro ; Somasundaram, Samuel D. ; Jakobsson, Andreas

  • Author_Institution
    Dept. of Electron. Syst., Aalborg Univ., Aalborg
  • fYear
    2008
  • fDate
    March 31 2008-April 4 2008
  • Firstpage
    101
  • Lastpage
    104
  • Abstract
    The problem of fundamental frequency estimation is considered in the context of signals where the frequencies of the harmonics are not exact integer multiples of a fundamental frequency. This frequently occurs in audio signals produced by, for example, stiff-stringed musical instruments, and is sometimes referred to as inharmonicity. We derive a novel robust method based on the subspace orthogonality property of MUSIC and show how it may be used for analyzing audio signals. The proposed method is both more general and less complex than a straight-forward implementation of a parametric model of the inharmonicity derived from a physical instrument model. Additionally, it leads to more accurate estimates of the individual frequencies than the method based on the parametric inharmonicity model and a reduced bias of the fundamental frequency compared to the perfectly harmonic model.
  • Keywords
    audio signal processing; frequency estimation; audio signal processing; fundamental frequency estimation; parametric inharmonicity model; subspace orthogonality property; Bayesian methods; Frequency estimation; Harmonic analysis; Instruments; Multiple signal classification; Parametric statistics; Robustness; Signal analysis; Speech analysis; Telecommunications; Acoustic signal analysis; frequency estimation; spectral analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing, 2008. ICASSP 2008. IEEE International Conference on
  • Conference_Location
    Las Vegas, NV
  • ISSN
    1520-6149
  • Print_ISBN
    978-1-4244-1483-3
  • Electronic_ISBN
    1520-6149
  • Type

    conf

  • DOI
    10.1109/ICASSP.2008.4517556
  • Filename
    4517556