LNCS 2771 Musical Pattern Extraction Using Genetic Algorithms 1st Edition by Carlos Grilo, Amilcar Cardoso ISBN 3540209220 9783540209225

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Product details:

ISBN 10: 3540209220

ISBN 13: 9783540209225

Author:  Carlos Grilo, Amilcar Cardoso 

LNCS 2771 – Musical Pattern Extraction Using Genetic Algorithms 1st Edition: This paper describes a research work in which we study the possibility of applying genetic algorithms to the extraction of musical patterns in monophonic musical pieces. Each individual in the population represents a possible segmentation of the piece being analysed. The goal is to find a segmentation that allows the identification of the most significant patterns of the piece. In order to calculate an individual’s fitness, all its segments are compared among each other. The bigger the area occupied by similar segments the better the quality of the segmentation.

 

LNCS 2771 – Musical Pattern Extraction Using Genetic Algorithms 1st Edition Table of contents:

1 Introduction

2 EMPE Description 

2.1 The Genetic Algorithm 

2.2 Individual’s Representation 

2.3 Fitness Evaluation 

2.4 Learning Operators

2.5 Further Segmentations

3 Experimentation 

3.1 «Maria muoter reinû maît»

3.2 «Kalenda Maya»

4 Conclusions and Future Work 

 

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