Choco: a chord corpus and a data transformation workflow for musical harmony knowledge graphs

J de Berardinis, A Meroño-Peñuela, A Poltronieri… - Scientific Data, 2023 - nature.com
Various disconnected chord datasets are currently available for music analysis and
information retrieval, but they are often limited by either their size, non-openness, lack of …

[PDF][PDF] Attend to Chords: Improving Harmonic Analysis of Symbolic Music Using Transformer-Based Models.

TP Chen, L Su - Trans. Int. Soc. Music. Inf. Retr., 2021 - pdfs.semanticscholar.org
Automatic chord recognition (ACR) has long been a topic of interest in the field of Music
Information Retrieval (MIR), due to not only its commercial applications, but also its support …

[PDF][PDF] A deep learning method for enforcing coherence in Automatic Chord Recognition.

G Micchi, K Kosta, G Medeot, P Chanquion - ISMIR, 2021 - archives.ismir.net
Deep learning approaches to automatic chord recognition of symbolic music have improved
the state of the art, but they still face a common problem: how to deal with a vast chord …

When in Rome: a meta-corpus of functional harmony

M Gotham, G Micchi, NN López… - Transactions of …, 2023 - durham-repository.worktribe.com
'When in Rome'brings together all human-made, computer-encoded, functional harmonic
analyses of music. This amounts in total to over 2,000 analyses of 1,500 distinct works. The …

[PDF][PDF] AugmentedNet: A Roman Numeral Analysis Network with Synthetic Training Examples and Additional Tonal Tasks.

NN López, M Gotham, I Fu**aga - ISMIR, 2021 - researchgate.net
AugmentedNet is a new convolutional recurrent neural network for predicting Roman
numeral labels. The network architecture is characterized by a separate convolutional block …

[PDF][PDF] A modular system for the harmonic analysis of musical scores using a large vocabulary

AP McLeod, MA Rohrmeier - Proceedings of the 22nd …, 2021 - infoscience.epfl.ch
The harmonic analysis of a musical composition is a fundamental step towards
understanding its structure. Central to this analysis is the labeling of segments of a piece …

Roman Numeral Analysis with Graph Neural Networks: Onset-wise Predictions from Note-wise Features

E Karystinaios, G Widmer - arxiv preprint arxiv:2307.03544, 2023 - arxiv.org
Roman Numeral analysis is the important task of identifying chords and their functional
context in pieces of tonal music. This paper presents a new approach to automatic Roman …

Six dragons fly again: Reviving 15th-century korean court music with transformers and novel encoding

D Han, M Gotham, D Kim, H Park, S Lee… - arxiv preprint arxiv …, 2024 - arxiv.org
We introduce a project that revives a piece of 15th-century Korean court music,
Chihwapyeong and Chwipunghyeong, composed upon the poem Songs of the Dragon …

Emotion-driven melody harmonization via melodic variation and functional representation

J Huang, YH Yang - arxiv preprint arxiv:2407.20176, 2024 - arxiv.org
Emotion-driven melody harmonization aims to generate diverse harmonies for a single
melody to convey desired emotions. Previous research found it hard to alter the perceived …

Estimating keys and modulations in musical pieces

L Feisthauer, L Bigo, M Giraud, F Levé - Sound and Music Computing …, 2020 - hal.science
Modulations, the moments where key change, are structurally important in tonal music.
Analyzing music, especially studying large-scale music structure of a piece, often implies to …