• DocumentCode
    152228
  • Title

    Feature extraction for music signals: Just tuned, equal temperament and intense diatonic systems

  • Author

    Tanyer, Suleyman Gokhun

  • Author_Institution
    Elektrik ve Elektron. Muhendisligi Bolumu, Baskent Univ., Ankara, Turkey
  • fYear
    2014
  • fDate
    23-25 April 2014
  • Firstpage
    277
  • Lastpage
    280
  • Abstract
    Feature extraction of music signals are often required in applications including; identification and classification of music files over the web or a database. The feature observations for different classes are expected to be distict, and also their computationally efficient implementations to be available. This is necessary both for offline and real time data processing. It is currently an active research field to improve available methods. The need for accurate analysis of a complete music tune conflicts with the time and computation efficiency requirements. Music theory offers new opportunities for feature extraction, especially the intervals systems which reflect the music´s characteristics; historical background, geography and culture. Assuming that a standard database would consists of various type of music tunes, features related to the interval systems provide vast amount of opportunities in signal processing. In this work, both the interval systems using just tuning and equal temperaments are analyzed. The computed frequency ratios are tabulated, and proposed to be used for developing feature extraction problems.
  • Keywords
    feature extraction; music; signal classification; culture; data processing; feature extraction; feature observations; frequency ratios; geography; historical background; music files classification; music files identification; music signals; music theory; music tunes; signal processing; Computational efficiency; Conferences; Databases; Feature extraction; Multiple signal classification; Signal processing; Silicon;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing and Communications Applications Conference (SIU), 2014 22nd
  • Conference_Location
    Trabzon
  • Type

    conf

  • DOI
    10.1109/SIU.2014.6830219
  • Filename
    6830219