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A framework for Anticipatory Machine Improvisation and Style Imitation

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text
 

Genre(s)

article
 

Forme(s)

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Titre

A framework for Anticipatory Machine Improvisation and Style Imitation
 

Nom(s)

Cont, Arshia (auteur)
 
Dubnov, Shlomo (auteur)
 
Assayag, Gérard (auteur)
 

Publication

Rome, Italy , 2006
 

Description

Sujet(s)

Anticipatory Behavior   Reinforcement Learning   Automatic Improvisation   Style Imitation   Collaborative Learning   Competitive Learning
 

Résumé

We present a first step towards anticipatory machine improvisation systems. The proposed system, based on fundamentals of music cognition, is a multi-agent memory-based collaborative and competitive reinforcement learning architecture, capable of live interaction with a musician or a music score. Results demonstrate the ability to model long-term stylistic planning and need for much less training data than reported in previous works.
 

Note(s)

Contribution au colloque ou congrès : Anticipatory Behavior in Adaptive Learning Systems (ABiALS)
 

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Date de la notice

2010-02-25 01:00:00
 

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