Symbolic Textural Features and ...
Type de document :
Communication dans un congrès avec actes
Titre :
Symbolic Textural Features and Melody/Accompaniment Detection in String Quartets
Auteur(s) :
Soum-Fontez, Louis [Auteur]
Modélisation, Information et Systèmes - UR UPJV 4290 [MIS]
Algomus
Giraud, Mathieu [Auteur]
Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189 [CRIStAL]
Algomus
Guiomard-Kagan, Nicolas [Auteur]
Modélisation, Information et Systèmes - UR UPJV 4290 [MIS]
Algomus
Leve, Florence [Auteur]
Modélisation, Information et Systèmes - UR UPJV 4290 [MIS]
Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189 [CRIStAL]
Algomus
Modélisation, Information et Systèmes - UR UPJV 4290 [MIS]
Algomus
Giraud, Mathieu [Auteur]
Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189 [CRIStAL]
Algomus
Guiomard-Kagan, Nicolas [Auteur]
Modélisation, Information et Systèmes - UR UPJV 4290 [MIS]
Algomus
Leve, Florence [Auteur]
Modélisation, Information et Systèmes - UR UPJV 4290 [MIS]
Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189 [CRIStAL]
Algomus
Titre de la manifestation scientifique :
International Symposium on Computer Music Multidisciplinary Research (CMMR 2021)
Ville :
Online
Pays :
Japon
Date de début de la manifestation scientifique :
2021-11
Titre de l’ouvrage :
Proc. of the 15th International Symposium on CMMR
Date de publication :
2021
Discipline(s) HAL :
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]
Résumé en anglais : [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 ...
Lire la suite >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.Lire moins >
Lire la suite >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.Lire moins >
Langue :
Anglais
Comité de lecture :
Oui
Audience :
Internationale
Vulgarisation :
Non
Collections :
Source :
Fichiers
- https://hal.archives-ouvertes.fr/hal-03322543/document
- Accès libre
- Accéder au document
- https://hal.archives-ouvertes.fr/hal-03322543/document
- Accès libre
- Accéder au document
- document
- Accès libre
- Accéder au document
- 2021-cmmr-melody-texture.pdf
- Accès libre
- Accéder au document