Computational creativity and music generation systems: An introduction to the state of the art

F Carnovalini, A Rodà - Frontiers in Artificial Intelligence, 2020 - frontiersin.org
Computational Creativity is a multidisciplinary field that tries to obtain creative behaviors
from computers. One of its most prolific subfields is that of Music Generation (also called …

The syntax of jazz harmony: Diatonic tonality, phrase structure, and form

M Rohrmeier - Music Theory and Analysis (MTA), 2020 - ingentaconnect.com
The regularities underlying the structure building of chord sequences, harmonic phrases,
and combinations of phrases constitute a central research problem in music theory. This …

Symbolic music similarity through a graph-based representation

F Simonetta, F Carnovalini, N Orio, A Rodà - Proceedings of the Audio …, 2018 - dl.acm.org
In this work, a novel representation system for symbolic music is described. The proposed
representation system is graph-based and could theoretically represent music both from a …

Learning sonata form structure on mozart's string quartets

P Allegraud, L Bigo, L Feisthauer, M Giraud… - Transactions of the …, 2019 - hal.science
The musical analysis of large-scale structures, such as the classical sonata form, requires to
integrate multiple analyses of local musical events into a global coherent analysis …

Computational similarity of Portuguese folk melodies using hierarchical reduction

N Carvalho, D Diogo, G Bernardes - Proceedings of the 10th …, 2023 - dl.acm.org
We propose a method for computing the similarity of symbolically-encoded Portuguese folk
melodies. The main novelty of our method is the use of a preprocessing melodic reduction at …

deepGTTM-I&II: Local boundary and metrical structure analyzer based on deep learning technique

M Hamanaka, K Hirata, S Tojo - … , CMMR 2016, São Paulo, Brazil, July 5–8 …, 2017 - Springer
This paper describes an analyzer for detecting local grouping boundaries and generating
metrical structures of music pieces based on a generative theory of tonal music (GTTM) …

The learnability of the grammar of jazz: Bayesian inference of hierarchical structures in harmony

D Harasim - 2020 - infoscience.epfl.ch
Musical grammar describes a set of principles that are used to understand and interpret the
structure of a piece according to a musical style. The main topic of this study is grammar …

A New Corpus for Computational Music Research andA Novel Method for Musical Structure Analysis

F Carnovalini, A Rodà, N Harley, ST Homer… - Proceedings of the 16th …, 2021 - dl.acm.org
Computational models of music, while providing good descriptions of melodic development,
still cannot fully grasp the general structure comprised of repetitions, transpositions, and …

Experiments and detailed error-analysis of automatic square notation transcription of medieval music manuscripts using CNN/LSTM-networks and a neume dictionary

C Wick, F Puppe - Journal of New Music Research, 2021 - Taylor & Francis
The automatic recognition of scanned Medieval manuscripts written in square notation still
represents a challenge due to degradation, non-standard layouts, or notations. We propose …

The structure of free polyphony

C Finkensiep - 2023 - infoscience.epfl.ch
The human ability to perceive and understand music is remarkable. From an unstructured
stream of acoustic input it creates a wide range of experiences, from psycho-acoustic effects …