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The MPB Corpus: A Dataset of Melody, Rhythm, Harmony, and Melody–Harmony Relationships in Brazilian Popular Music Cover

The MPB Corpus: A Dataset of Melody, Rhythm, Harmony, and Melody–Harmony Relationships in Brazilian Popular Music

Open Access
|Oct 2026

Figures & Tables

Table 1

The 10 protochords of the GCT model, considering genealogical and alphanumeric notations. The symbol * stands for a generic root.

GeneraGenealogical notationAlphanumeric notation
ZZ0*M7
YY0*7
XX0*(♭5)7
WW0*(♯5)7
VV0*
zz0*m7
yy0*ø
xx0*°7
ww0*m(M7)
vv0*m
Figure 1

Genus of protochord z0 depicted in three notations: genealogical (top left), chord‑label (top right – using the symbol * as a generic root.), and musical (below – using ‘D’ as the reference root).

Table 2

Distribution of CTs across the 10 genera (shown in the rows), considering a total of six possible generations (shown in the columns). The total number of variations for each genera across all the generations is displayed in the last column; the total number of variations in each generation across all genera is displayed in the last row.

Genera0123456Total
Z1573–––16
Y149141613259
X13564––19
W12331––10
V1452–––12
z1343–––11
y1331–––8
x14631––15
w121––––4
v1331–––8
Total1033463622132161
Figure 2

Alphabet of c‑letters, their description, and an illustration of the distances encoded by each letter, starting from a C note.

Figure 3

Alphabet of r‑letters.

Figure 4

Structure of the CM7 scale (I in C major) and identification of its structural notes.

Figure 5

Basic scheme of the NF web in major mode.

Figure 6

Example of the analytical process: a) excerpt being analyzed; b) segmentation of the melody; c) harmonic analysis; d) relation between melody and harmony; and e) NF web of this excerpt. For more details on the notation, see Section 3.

Table 3

Correspondence between the abbreviated corpus names (column ‘corpus_id’ within all the files of the dataset) and the artistic names of the respective composers.

corpus_idComposer’s artistic name
JOBIMTom Jobim
LINSIvan Lins
CHICOChico Buarque
EDUEdu Lobo
CAETANOCaetano Veloso
DJAVANDjavan
BOSCOJoão Bosco
MILTONMilton Nascimento
GILGilberto Gil
RITARita Lee
Figure 7

Bar chart showing the proportion of each r‑letter in each examined corpora.

Table 4

Metric profile by analyzed corpus, in percentage. The columns contain only the attack points present in the corpora. Percentages in bold correspond to the most prominent attack point on each corpus.

1457910
Bosco31.517.06.718.17.120.2
Caetano37.610.94.727.94.514.4
Chico29.618.03.223.83.322.1
Djavan29.317.64.523.74.420.5
Edu40.78.35.527.65.512.4
Gil32.317.11.525.82.221.0
Jobim31.015.37.417.87.520.9
Lins38.26.710.723.210.910.4
Milton46.53.55.933.45.84.9
Rita43.52.61.148.21.13.4
Table 5

Distribution of countermetric r‑letters by corpus, in percentage. The last column shows the total occurrence of these r‑letters for each composer. The most prominent countermetric r‑letter in each corpus is highlighted in bold.

cegmnpuTotal
Bosco3.97.66.50.614.81.21.636.2
Caetano1.611.73.81.32.82.12.125.4
Chico3.29.54.51.116.32.22.339.2
Djavan4.59.97.22.110.33.83.140.9
Edu0.212.62.80.63.41.11.522.3
Gil2.87.86.11.911.83.21.535.0
Jobim2.25.35.20.413.44.52.833.9
Lins1.010.81.81.13.92.81.322.8
Milton0.219.01.40.51.40.50.123.1
Rita0.326.90.50.10.50.50.829.6
Table 6

Statistics related to melodic contour, melodic rhythm, and the relationship between melody and harmony. The columns represent, respectively: length of the most common c‑ and r‑word, CIEI, CMI, and MAI indexes.

Word lengthCIEICMIMAI
Bosco80.8560.5590.704
Caetano70.8730.4630.721
Chico60.8870.5640.704
Djavan60.8630.5580.643
Edu80.8670.4630.623
Gil80.8800.5520.714
Jobim60.8880.5310.582
Lins70.8670.4460.649
Milton60.8980.3880.684
Rita50.8860.4290.741
Figure 8

Bar chart showing the proportion of each c‑letter in each examined corpora.

Figure 9

Bar chart showing the proportion of each chord genera in each examined corpora.

Figure 10

Bar chart showing the proportion of the most common chord functions in each examined corpora.

Figure 11

Bar chart showing the proportion of each note function in each examined corpora.

Figure 12

NF web of two pieces: Saúde, by Rita Lee (left panel), and Angela, by Tom Jobim (right panel). Their respective melodic anchoring indices are displayed above the webs.

Figure 13

Empirical null distribution of the statistic R obtained from 10,000 permutation samples, shown as a histogram. The red vertical line indicates the observed value Robs.

DOI: https://doi.org/10.5334/tismir.357 | Journal eISSN: 2514-3298
Language: English
Page range: 565 - 587
Submitted on: Nov 22, 2025
Accepted on: Aug 24, 2026
Published on: Oct 14, 2026
Published by: Ubiquity Press
In partnership with: Paradigm Publishing Services

© 2026 Carlos de L. Almada, Hugo T. de Carvalho, Felipe D. Martins, published by Ubiquity Press
This work is licensed under the Creative Commons Attribution 4.0 License.