computational musicology

In this tutorial-essay I will consider how we can use machine learning, specifically dimensionality reduction and embedding methods, with the CRIM corpus.

We introduce phantom curves, a novel music-theoretical concept based on the discrete Fourier transform (DFT), and document the creative process that led to their discovery

We introduce phantom curves, a novel music-theoretical concept based on the discrete Fourier transform (DFT), and document the creative process that led to their discovery.

This paper presents a web application for visualizing the tonality of a piece of music—the organization of its chords and scales—at a high level of abstraction and with coordinated playback.

We present the first musicological analysis of a Lelegesan performance, a form of musical expression of the Totoli people in Central Sulawesi.

In my presentation, I will briefly introduce the underlying theoretical work followed by a tutorial on how to use the app for music analysis.