Skip to main content
Have a personal or library account? Click to login
A Quantitative Model of Tension and Resolution in Turkish Makam Music Using an Entropy‑Based Approach Cover

A Quantitative Model of Tension and Resolution in Turkish Makam Music Using an Entropy‑Based Approach

Open Access
|Jun 2026

Figures & Tables

Figure 1

Consonance and dissonance curves drawn by Helmholtz, Partch, and Erlich (modified from Sethares (2004: 85–90)).

Figure 2

Melodic nucleus and the possible melodies for Hüseyni makam (modified from Bayraktarkatal and Güray (2023:18)),4 along with the notation of the Hüseyni makam pitches (below).

Figure 3

Details of the proposed methodology steps.

Figure 4

Orientational and positional figures6 (Öztürk, 2014: 144–155).

Figure 5

Tree representation of A–B–C pitches in a hierarchical order of superiority.

Figure 6

Determination process of the central pitch(es) to which each pitch is hierarchically connected.

Figure 7

Entropy values obtained as a result of applying Erlich’s model and a sample illustration for two pitch pairs.

Figure 8

Melodic figures of Hüseyni Sofyan Şarkı.

Figure 9

Relative hierarchy tree of Hüseyni Sofyan Şarkı.

Table 1

Event‑based entropy calculation for Hüseyni Sofyan Şarkı.

Event1234567891011121314
Pitchrddnnçnhhegmgah
Central pitchdhhhdhhhhhhhhhh
Freq. ratio0.890.670.670.891.330.790.891.001.001.111.191.331.191.111.00
Freq. ratio (cent)204702702204498408204001812944982941810
Entropy3.390.960.963.391.834.003.390.000.003.533.861.833.863.530.00
Cumulative entropy3.394.355.307.9111.9115.300.000.003.537.389.2113.0616.590.00
Table 2

Calculation steps for event 4.

Calculation StepReference Visualization
1Fourth pitch (event 4) of the melody = neva (n)
Frequency of neva = 440 Hz
Figure 10 (Part A)
2The pitches hierarchically connected to the neva pitch = dügah (d) and hüseyni (h)
Frequency of dügah (d) = 330 Hz
Frequency of hüseyni (h)= 495 Hz
Figure 10 (Part B)
3Freq. ratiodügah = frequency of nevafrequency of dügah=440330=1.33
Interval (cent)dügah = 1200 x log1.33log2=498 cent
Figure 10 (Part C)
4Freq. ratiohüseyni = frequency of nevafrequency of hüseyni=440495=0.89
Interval (cent)hüseyni = 1200 x log0.89log2=204 cent
Figure 10 (Part D)
5Entropydügah = 1.83
Entropyhüseyni = 3.39
Figure 10 (Part E)
6Entropyaverage = 1.83+3.392=2.61
7Cumulative Entropy=event=14entropy(event)=3.39+0.96+0.96+2.61 = 7.91
Figure 10

Visualizations for the calculation steps for event 4.

Figure 11

Event‑based entropy and cumulative entropy graphs for Hüseyni Sofyan Şarkı.

Figure 12

Time‑based entropy graph for Hüseyni Sofyan Şarkı.

Figure 13

Comparison of the cumulative entropies of Hüseyni Sofyan Şarkı and Hüseyni Peşrev.14

DOI: https://doi.org/10.5334/tismir.353 | Journal eISSN: 2514-3298
Language: English
Page range: 220 - 233
Submitted on: Nov 8, 2025
Accepted on: May 10, 2026
Published on: Jun 30, 2026
Published by: Ubiquity Press
In partnership with: Paradigm Publishing Services

© 2026 Şule Yıldız, N. Oya Levendoğlu, Cenk Güray, published by Ubiquity Press
This work is licensed under the Creative Commons Attribution 4.0 License.