Musical agents: A typology and state of the art towards musical metacreation

K Tatar, P Pasquier - Journal of New Music Research, 2019 - Taylor & Francis
Musical agents are artificial agents that tackle musical creative tasks, partially or completely.
This review of musical agents combines the terminology of Generative Arts (artistic practice) …

The continuator: Musical interaction with style

F Pachet - Journal of New Music Research, 2003 - Taylor & Francis
We propose a system, the Continuator, that bridges the gap between two classes of
traditionally incompatible musical systems:(1) interactive musical systems, limited in their …

The construction and evaluation of statistical models of melodic structure in music perception and composition

MT Pearce - 2005 - openaccess.city.ac.uk
The prevalent approach to develo** cognitive models of music perception and
composition is to construct systems of symbolic rules and constraints on the basis of …

Improtek: introducing scenarios into human-computer music improvisation

J Nika, M Chemillier, G Assayag - Computers in Entertainment (CIE), 2017 - dl.acm.org
This article focuses on the introduction of control, authoring, and composition in human-
computer music improvisation through the description of a guided music generation model …

Omax brothers: a dynamic yopology of agents for improvization learning

G Assayag, G Bloch, M Chemillier, A Cont… - Proceedings of the 1st …, 2006 - dl.acm.org
We describe a multi-agent architecture for an improvization oriented musician-machine
interaction system that learns in real time from human performers. The improvization kernel …

[PDF][PDF] Music generation from statistical models

D Conklin - Proceedings of the AISB 2003 Symposium on Artificial …, 2003 - Citeseer
This paper discusses the use of statistical models for the problem of musical style imitation.
Statistical models are created from extant pieces in a stylistic corpus, and have an objective …

Using machine-learning methods for musical style modeling

S Dubnov, G Assayag, O Lartillot, G Bejerano - Computer, 2003 - ieeexplore.ieee.org
The ability to construct a musical theory from examples presents a great intellectual
challenge that, if successfully met, could foster a range of new creative applications. Inspired …

Using factor oracles for machine improvisation

G Assayag, S Dubnov - Soft Computing, 2004 - Springer
We describe variable markov models we have used for statistical learning of musical
sequences, then we present the factor oracle, a data structure proposed by Crochemore & al …

Markov constraints: steerable generation of Markov sequences

F Pachet, P Roy - Constraints, 2011 - Springer
Markov chains are a well known tool to model temporal properties of many phenomena,
from text structure to fluctuations in economics. Because they are easy to generate …

Improved methods for statistical modelling of monophonic music

M Pearce, G Wiggins - Journal of New Music Research, 2004 - Taylor & Francis
N-Gram based models have been used for a variety of musical tasks including computer-
assisted composition, machine improvisation, music information retrieval, stylistic analysis …