Symbolic Textural Features and ...
Document type :
Communication dans un congrès avec actes
Title :
Symbolic Textural Features and Melody/Accompaniment Detection in String Quartets
Author(s) :
Soum-Fontez, Louis [Auteur]
Algomus
Modélisation, Information et Systèmes - UR UPJV 4290 [MIS]
Giraud, Mathieu [Auteur]
Algomus
Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189 [CRIStAL]
Guiomard-Kagan, Nicolas [Auteur]
Algomus
Modélisation, Information et Systèmes - UR UPJV 4290 [MIS]
Leve, Florence [Auteur]
Algomus
Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189 [CRIStAL]
Modélisation, Information et Systèmes - UR UPJV 4290 [MIS]
Algomus
Modélisation, Information et Systèmes - UR UPJV 4290 [MIS]
Giraud, Mathieu [Auteur]

Algomus
Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189 [CRIStAL]
Guiomard-Kagan, Nicolas [Auteur]
Algomus
Modélisation, Information et Systèmes - UR UPJV 4290 [MIS]
Leve, Florence [Auteur]

Algomus
Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189 [CRIStAL]
Modélisation, Information et Systèmes - UR UPJV 4290 [MIS]
Conference title :
International Symposium on Computer Music Multidisciplinary Research (CMMR 2021)
City :
Online
Country :
Japon
Start date of the conference :
2021-11
Book title :
Proc. of the 15th International Symposium on CMMR
Publication date :
2021
HAL domain(s) :
Sciences de l'Homme et Société/Musique, musicologie et arts de la scène
Informatique [cs]/Son [cs.SD]
Statistiques [stat]/Machine Learning [stat.ML]
Informatique [cs]/Son [cs.SD]
Statistiques [stat]/Machine Learning [stat.ML]
English abstract : [en]
Music is often described as melody and accompaniment, and several MIR studies try to identify melodies. But the organization of voices is not limited to such a distinction between melody and accompaniment: Textural effects ...
Show more >Music is often described as melody and accompaniment, and several MIR studies try to identify melodies. But the organization of voices is not limited to such a distinction between melody and accompaniment: Textural effects – such as repeated notes, syncopes, homorhythmy, parallel moves or imitation – underline the melody/accompaniment layout, and changes in texture usually mark structural transitions in music. We investigate how textural and other characteristics can help to identify melodic voices in polyphonic music. We select measure-level features to analyze symbolic scores of string quartets, including new textural features, and propose models to predict, on each measure, melodic and accompaniement layers in such scores, each layer possibly including several instruments. We evaluate these sets of features and the models on 12 movements in Haydn and Mozart string quartets. The best models have an average accuracy of more than 85%, taking into account both statistical and textural features.Show less >
Show more >Music is often described as melody and accompaniment, and several MIR studies try to identify melodies. But the organization of voices is not limited to such a distinction between melody and accompaniment: Textural effects – such as repeated notes, syncopes, homorhythmy, parallel moves or imitation – underline the melody/accompaniment layout, and changes in texture usually mark structural transitions in music. We investigate how textural and other characteristics can help to identify melodic voices in polyphonic music. We select measure-level features to analyze symbolic scores of string quartets, including new textural features, and propose models to predict, on each measure, melodic and accompaniement layers in such scores, each layer possibly including several instruments. We evaluate these sets of features and the models on 12 movements in Haydn and Mozart string quartets. The best models have an average accuracy of more than 85%, taking into account both statistical and textural features.Show less >
Language :
Anglais
Peer reviewed article :
Oui
Audience :
Internationale
Popular science :
Non
Collections :
Source :
Files
- https://hal.archives-ouvertes.fr/hal-03322543/document
- Open access
- Access the document
- https://hal.archives-ouvertes.fr/hal-03322543/document
- Open access
- Access the document
- document
- Open access
- Access the document
- 2021-cmmr-melody-texture.pdf
- Open access
- Access the document