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Classification of Triadic Chord Inversions Using Kohonen Self-organizing Maps

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Document pages: 9 pages

Abstract: In this paper we discuss the application of the Kohonen SelforganizingMaps to the classification of triadic chords in inversions and rootpositions. Our motivation started in the validation of Schönberg´s hypotheses ofthe harmonic features of each chord inversion. We employed the Kohonennetwork, which has been generally known as an optimum pattern classificationtool in several areas, including music, to verify that hypothesis. The outcomesof our experiment refuse the Schönberg´s assumption in two aspects: structuraland perceptual functional.

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