Publications

cont06d

Summary

A framework for Anticipatory Machine Improvisation and Style Imitation. Arshia Cont, Shlomo Dubnov and Gerard Assayag. In Anticipatory Behavior in Adaptive Learning Systems (ABiALS), September 2006.

Abstract

We present a first step towards anticipatory machine improvisationsystems. The proposed system, based on fundamentals of musiccognition, is a multi-agent memory-based collaborative andcompetitive reinforcement learning architecture, capable of liveinteraction with a musician or a music score. Results demonstratethe ability to model long-term stylistic planning and need for muchless training data than reported in previous works.

BIBT_EX entry

@INPROCEEDINGS { cont06d,
    AUTHOR = { Arshia Cont and Shlomo Dubnov and Gerard Assayag },
    BOOKTITLE = { Anticipatory Behavior in Adaptive Learning Systems (ABiALS) },
    MONTH = { September },
    PDF = { http://cosmal.ucsd.edu/arshia/papers/ArshiaCont_ABIALS06.pdf },
    PUBLISHER = { Rome, Italy },
    TITLE = { A framework for Anticipatory Machine Improvisation and Style Imitation },
    YEAR = { 2006 },
}