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An Investigation into the Extraction of Melodic and Harmonic Features from Digital Audio

Thesis (MPhil)--Stellenbosch University, 2016.

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Main Author: Franks, Daniel Zachariah
Other Authors: Roux, Gerhard
Format: Thesis
Language:en_ZA
Published: Stellenbosch : Stellenbosch University 2017
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access_status_str Open Access
author Franks, Daniel Zachariah
author2 Roux, Gerhard
author_browse Franks, Daniel Zachariah
Roux, Gerhard
author_facet Roux, Gerhard
Franks, Daniel Zachariah
author_sort Franks, Daniel Zachariah
collection Thesis
dc_rights_str_mv Stellenbosch University
description Thesis (MPhil)--Stellenbosch University, 2016.
format Thesis
id oai:scholar.sun.ac.za:10019.1/100826
institution Stellenbosch University (South Africa)
language en_ZA
last_indexed 2026-06-10T12:43:25.190Z
license_str Other — see source repository
provenance_str_mv Harvested via OAI-PMH from SUNScholar — Stellenbosch University Repository
publishDate 2017
publishDateRange 2017
publishDateSort 2017
publisher Stellenbosch : Stellenbosch University
publisherStr Stellenbosch : Stellenbosch University
record_format dspace
source_str SUNScholar — Stellenbosch University Repository
spelling oai:scholar.sun.ac.za:10019.1/100826 An Investigation into the Extraction of Melodic and Harmonic Features from Digital Audio Franks, Daniel Zachariah Roux, Gerhard Stellenbosch University. Faculty of Arts and Social Sciences. Dept. of Music Harmonic analysis (Music) Melody Greek Harmonic Theory Intonation Harmony Helmholtz, Hermann von, 1821-1894 UCTD Computer sound processing. Thesis (MPhil)--Stellenbosch University, 2016. ENGLISH ABSTRACT: Approaches towards musical pitch analysis by software are presented with unique interpretative challenges in the inherent complexity of presenting results that are not only adequate for scientific researchers but also of relevance to musical practitioners. The cognitive representation of musical pitch arrangement is tied to societal conventions, canonical practices and their listeners expectations. These conventions are by no means universal. Different traditions of music may make very different uses of pitch space, and have very different associated ideas of ‘tonalities’, and intervals. It is considered in this research that a complex mathematical model of pitch space may flesh out a suitably unbiased model of musical sensation with which one may describe the many discrepancies that exist between, and within, differing sociologically defined canons of musical pitch theory. This research describes such a practical approach towards such a suitably complex methodology of pitch data interpretation and proposes a music information retrieval system based upon these findings. AFRIKAANSE OPSOMMING: Benaderings tot toonhoogte-analise in musiek deur middel van sagteware staar unieke uitdagings in die gesig ten opsigte van die lewering van resultate wat geskik is vir beide navorsing en die praktyk. Die kognitiewe voorstelling van musikale toonhoogte berus op maatskaplike konvensie, kanonieke praktyke en die verwagtings van luisteraars. Verskillende tradisies van musiek wend die toonhoogtespektrum op verskillende wyses aan en het uiteenlopende idees omtrent ‘tonaliteit’ en intervalle. Hierdie navorsing wend ’n onbevooroordeelde toonhoogtepersepsiemodel aan om die verskille tussen die verskeie sosiologiese interpretasies van toonhoogte uit te lig. ’n Metodologie om toonhoogtedata te interpreteer word in hierdie navorsing geïmplementeer en ’n inligtingherwinningstelsel is op grond daarvan ontwikkel. Masters 2017-01-25T19:33:22Z 2017-03-29T11:35:30Z 2017-01-25T19:33:22Z 2017-03-29T11:35:30Z 2017-03 Thesis http://hdl.handle.net/10019.1/100826 en_ZA Stellenbosch University 193 p. application/pdf Stellenbosch : Stellenbosch University
spellingShingle Harmonic analysis (Music)
Melody
Greek Harmonic Theory
Intonation
Harmony
Helmholtz, Hermann von, 1821-1894
UCTD
Computer sound processing.
Franks, Daniel Zachariah
An Investigation into the Extraction of Melodic and Harmonic Features from Digital Audio
title An Investigation into the Extraction of Melodic and Harmonic Features from Digital Audio
title_full An Investigation into the Extraction of Melodic and Harmonic Features from Digital Audio
title_fullStr An Investigation into the Extraction of Melodic and Harmonic Features from Digital Audio
title_full_unstemmed An Investigation into the Extraction of Melodic and Harmonic Features from Digital Audio
title_short An Investigation into the Extraction of Melodic and Harmonic Features from Digital Audio
title_sort investigation into the extraction of melodic and harmonic features from digital audio
topic Harmonic analysis (Music)
Melody
Greek Harmonic Theory
Intonation
Harmony
Helmholtz, Hermann von, 1821-1894
UCTD
Computer sound processing.
url http://hdl.handle.net/10019.1/100826
work_keys_str_mv AT franksdanielzachariah aninvestigationintotheextractionofmelodicandharmonicfeaturesfromdigitalaudio
AT franksdanielzachariah investigationintotheextractionofmelodicandharmonicfeaturesfromdigitalaudio