Analyzing Pitch Content in Traditional Ghanaian Seperewa Songs
Sound
2024-11-14 v1
Abstract
This study examines the pitch content in traditional Ghanaian seperewa (Akan harp-lute) songs, utilizing a unique dataset from field recordings of the mid-twentieth century. We selected 71 songs and used Demucs to isolate vocals from instrumental tracks. We then retrieved the F0 content from these isolated tacks and applied Gaussian Mixture Models (GMM) to approximate musical scales. Comparative F0 analysis between vocals and seperewa revealed higher microtonal deviations from equal temperament in vocal tracks. We also note challenges in using MIR tools for musical scale approximation in non-Western music. Our research contributes to the quantitative study of pitch in traditional music of Sub-Saharan Africa.
Keywords
Cite
@article{arxiv.2411.08234,
title = {Analyzing Pitch Content in Traditional Ghanaian Seperewa Songs},
author = {Kelvin L Walls and Iran R Roman and Kelsey Van Ert and Colter Harper and Leila Adu-Gilmore},
journal= {arXiv preprint arXiv:2411.08234},
year = {2024}
}