• DocumentCode
    673319
  • Title

    Towards a classification scheme for musical sounds

  • Author

    Lima, Miguel F. M. ; Machado, J. A. Tenreiro

  • Author_Institution
    Dept. of Electr. Eng., CI&DETS & Polytech. Inst. of Viseu, Viseu, Portugal
  • fYear
    2013
  • fDate
    26-28 Sept. 2013
  • Firstpage
    195
  • Lastpage
    199
  • Abstract
    This paper analyzes musical opus of different musical styles. For each musical composition the Fourier Transform is calculated and approximated by a trendline based on a power law formula. A signal classification scheme based on the frequency spectrum behavior is presented. In order to reveal hidden relationships between the musical styles the MDS technique is used. The MDS is calculated based on the slope values of the trendlines. The results reveal significant differences in the musical styles, demonstrating the feasibility of the proposed strategy and motivate further developments towards a dynamical analysis of musical sounds.
  • Keywords
    Fourier transforms; acoustic signal processing; music; signal classification; Fourier transform; MDS technique; frequency spectrum; multidimensional scaling; musical composition; musical opus; musical sound classification; power law formula; signal classification; Frequency Analysis; Multidimensional scaling; Music genre classification; Musical compositions;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing: Algorithms, Architectures, Arrangements, and Applications (SPA), 2013
  • Conference_Location
    Poznan
  • ISSN
    2326-0262
  • Electronic_ISBN
    2326-0262
  • Type

    conf

  • Filename
    6710624