• DocumentCode
    2956901
  • Title

    Music Signal Synthesis using Sinusoid Models and Sliding-Window Esprit

  • Author

    Gunnarsson, Anders ; Gu, Irene Y H

  • Author_Institution
    Dept. of Signals & Syst., Chalmers Univ. of Technol., Goteborg
  • fYear
    2006
  • fDate
    9-12 July 2006
  • Firstpage
    1389
  • Lastpage
    1392
  • Abstract
    This paper proposes a music signal synthesis scheme that is based on sinusoid modeling and sliding-window ESPRIT. Despite widely used audio coding standards, effectively synthesizing music using sinusoid models, more suitable for harmonic rich music signals, remains an open issue. In the proposed scheme, music signals are modeled by a sum of damped sinusoids in noise. A sliding window ESPRIT algorithm is applied. A continuity constraint is then imposed for tracking the time trajectories of sinusoids in music and for removing spurious spectral peaks in order to adapt to the changing number of sinusoid contents in dynamic music. Simulations have been performed to several music signals with a range of complexities, including music recorded from banjo, flute and music with mixed instruments. The results from listening and spectrograms have strongly indicated that the proposed method is very robust for music synthesis with good quality
  • Keywords
    acoustic signal processing; audio coding; audio recording; code standards; music; musical instruments; audio coding standards; banjo; flute; mixed instrument; music recording; music signal synthesis; sinusoid model; sliding-window ESPRIT algorithm; spectrogram; Acoustic noise; Audio coding; Instruments; Linear predictive coding; Multiple signal classification; Power harmonic filters; Robustness; Signal generators; Signal synthesis; Transform coding;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multimedia and Expo, 2006 IEEE International Conference on
  • Conference_Location
    Toronto, Ont.
  • Print_ISBN
    1-4244-0366-7
  • Electronic_ISBN
    1-4244-0367-7
  • Type

    conf

  • DOI
    10.1109/ICME.2006.262798
  • Filename
    4036868