• DocumentCode
    3631997
  • Title

    Classification of Turkish musical instruments

  • Author

    M. Erdal Ozbek;F. Acar Savaci

  • Author_Institution
    Elektrik-Elektronik M?hendisli?i B?l?m?, ?zmir Y?ksek Teknoloji Enstit?s?, Turkey
  • fYear
    2009
  • fDate
    4/1/2009 12:00:00 AM
  • Firstpage
    165
  • Lastpage
    168
  • Abstract
    In this work, Turkish musical instruments are classified with the features of mel frequency cepstral coefficients used for recognition of Western musical instruments. The performance, sensitivity and specificity ratios are calculated by finding the confusion matrices for different kernel parameters following multi-class classification performed by support vector machines. High performance reaching 97% for Ud samples and 90% in average for all samples is obtained.
  • Keywords
    "Instruments","Model driven engineering","Mel frequency cepstral coefficient","Sensitivity and specificity","Kernel","Support vector machines","Support vector machine classification"
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing and Communications Applications Conference, 2009. SIU 2009. IEEE 17th
  • ISSN
    2165-0608
  • Print_ISBN
    978-1-4244-4435-9
  • Type

    conf

  • DOI
    10.1109/SIU.2009.5136358
  • Filename
    5136358
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3631997