Examining transposed makams in Turkish music through machine learning: classification of Rengidil-Neveser and Ruhnevaz-Buselik pieces

Karaosmanoğlu M. K., BERKMAN E., Berkman M. İ.

Journal of New Music Research, cilt.51, sa.4-5, ss.346-360, 2022 (SCI-Expanded) identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 51 Sayı: 4-5
  • Basım Tarihi: 2022
  • Doi Numarası: 10.1080/09298215.2023.2240756
  • Dergi Adı: Journal of New Music Research
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Arts and Humanities Citation Index (AHCI), Scopus, Academic Search Premier, Periodicals Index Online, Music Index, Music Periodicals Database, RILM Abstracts of Music Literature
  • Sayfa Sayıları: ss.346-360
  • Anahtar Kelimeler: classification, machine learning, Makam analysis, shad-makam, Turkish music
  • Yıldız Teknik Üniversitesi Adresli: Evet

Özet

The concept of shad-makam is explored through an analysis of pieces in makams Rengidil and Ruhnevaz, to see whether these two are distinct structures or transposition of their antecedents; Neveser and Buselik. The analysis was performed using ML algorithms on features extracted from symbolic Turkish music data. The standard tuning and the shad-makam pieces transposed to the same pitch with original makam were examined. Falsely classified pieces were analysed qualitatively, to explain quantitative results. We determined that Rengidil is a transposed form of Neveser and should not be considered as a distinct makam. In contrast, Ruhnevaz is different from Buselik.