Outputs (2)

Not All Roads Lead to Rome: Pitch Representation and Model Architecture for Automatic Harmonic Analysis (2020)
Journal Article
Micchi, G., Gotham, M., & Giraud, M. (2020). Not All Roads Lead to Rome: Pitch Representation and Model Architecture for Automatic Harmonic Analysis. Transactions of the International Society for Music Information Retrieval, 3, 42 – 54. https://doi.org/10.5334/tismir.45

Automatic harmonic analysis has been an enduring focus of the MIR community, and has enjoyed a particularly vigorous revival of interest in the machine-learning age. We focus here on the specific case of Roman numeral analysis which, by virtue of req... Read More about Not All Roads Lead to Rome: Pitch Representation and Model Architecture for Automatic Harmonic Analysis.

Discourse not dualism: An interdisciplinary dialogue on sonata form in Beethoven's early piano sonatas (2020)
Presentation / Conference Contribution
Weiß, C., Klauk, S., Gotham, M., Müller, M., & Kleinertz, R. (2020, October). Discourse not dualism: An interdisciplinary dialogue on sonata form in Beethoven's early piano sonatas. Presented at 21st International Society for Music Information Retrieval Conference

The computational analysis of music has traditionally seen a sharp divide between the "audio approach" relying on signal processing and the "symbolic approach" based on scores. Likewise, there has also been an unfortunate gap between any such computa... Read More about Discourse not dualism: An interdisciplinary dialogue on sonata form in Beethoven's early piano sonatas.