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Affect & Collaborative Melody Composition >> pub
posted @ 2013.07.15

FugueGenerator - Collaborative Melody Composition Based on a Generative Approach for Conveying Emotion in Music

Abstract

This paper exemplifies an approach for generative music software. Therefore new operational principles are used, i.e. drawing melody contours and changing their emotional expression by making use of valence and arousal. Known connections between music, emotions and algorithms out of existing literature are used to deliver a software experience that augments the skills of individuals to make music according to the emotions they want. A user-study later on shows the soundness of the implementation in this regard. A comprehensive analysis of in-game statistics makes it possible to measure the music produced by testers so that connections between valence, arousal, melody properties and contours and emotions will be depicted. In addition, temporal sequences of reaction patterns between music making individuals during their creative interaction are made visible. A questionnaire filled out by the testers puts the results on a solid foundation and shows that the incorporated methods are appreciated by the users to apply emotions musically as well as for being creative in a free and joyful manner.

Publication

“FugueGenerator - Collaborative Melody Composition Based on a Generative Approach for Conveying Emotion in Music” Authors: Niklas Klügel, Gerhard Hagerer & Georg Groh 40th International Computer Music Conference (ICMC) joint with the 11th Sound & Music Computing conference (SMC), ICMC’13, Sept. 14-20, Athens, Greece Paper

Code

Git

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2019


Massive X : dev : work

VA-Applied Sociolinguistics : music : compilation

2018

VA-Minerals : music : compilation

2017

VA-Glitch Dreams : music : compilation

HELICON2 : music : LP

2016

Collaborative Music-Making with Interactive Tabletops (PhD thesis) : pub

2015

first post : blog

MIMETIC : music : EP

reakt : dev : link

TreeQuencer : dev : link

SoundDesigner : dev : link

apparat : dev : link

Mutator : dev : link

FugueGenerator : dev : link

mutant5000 : dev : link

scales : dev : link

UltraCom : dev : link

MegaLeapOSC : dev : link

patterns : dev : link : hack

retina BURNER : dev : link : hack

phantasmatron : dev : link : hack

hypertron velodyne : dev : link : hack

vinylcontrol : dev : link

2014

VA-E>X<P>L>O>D>E : music : compilation

HELICON1 : music : LP

2013

Mapping Timbre to Emotional Affect : pub

REAPER scripts/plugs : dev : hack

Perceptually Motivated Sound Synthesis : pub

htvd

Genetic Algorithm & Musical Collaboration : pub

Empirical Mode Decomposition for Audio Synthesis : pub

Collaborative Rhythm Composition : pub

Affect & Collaborative Melody Composition : pub

2012

AERO : music : LP

2011

VA-The Sea& : music : compilation

An Approach to Collaborative Music Composition : pub

LAZER.EYES.LOVE : music : LP

2010

VA-On Automata : music : compilation

VA-Clicks&Cuts5 : music : compilation

2008

kARHu - SFTBS : music : LP

2007

kARHu - 7/16 : music : EP