Hybrid Machine Learning – Optimization techniques To Generate Structured Music Through Morphing And Fusion

Publications

Conference proceedings (8)

The Effect of Repetitive Structure on Enjoyment in Uplifting Trance Music

Author(s): Agres K., Bigo L., Herremans D., Conklin D.
Published in: 14th International Conference for Music Perception and Cognition (ICMPC), 2016, Page(s) 280-282

A Multi-modal Platform for Semantic Music Analysis: Visualizing Audio-and Score-Based Tension

Author(s): Dorien Herremans, Ching-Hua Chuan
Published in: 2017 IEEE 11th International Conference on Semantic Computing (ICSC), 2017, Page(s) 419-426
DOI: 10.1109/ICSC.2017.49

MorpheuS: constraining structure in automatic music generation

Author(s): Herremans D, Chew E
Published in: Dagstuhl seminar on Computational Music Structure Analysis, Issue 6:2, 2016, Page(s) 22

Modeling Musical Context with Word2vec

Author(s): Herremans D, Chuan CH
Published in: First International Workshop On Deep Learning and Music, 2017, Page(s) 11-18
DOI: 10.13140/RG.2.2.22227.99364/1

Tension ribbons: Quantifying and visualising tonal tension

Author(s): Herremans D, Chew E.
Published in: Second International Conference on Technologies for Music Notation and Representation, Issue 2, 2016, Page(s) 8-18

MorpheuS: Automatic music generation with recurrent pattern constraints and tension profiles

Author(s): Herremans D, Chew E
Published in: IEEE TENCON, 2016, Page(s) 282-285, ISSN 2159-3450
DOI: 10.1109/TENCON.2016.7848007

Music generation with structural constraints: an operations research approach

Author(s): Herremans D, Chew E
Published in: 30th Annual Conference of the Belgian Operational Research (OR) Society (ORBEL30), 2016, Page(s) 37-39

IMMA-Emo: A Multimodal Interface for Visualising Score- and Audio-synchronised Emotion Annotations

Author(s): Herremans D., Yang S., Chuan C.-H., Barthet M., Chew E..
Published in: Audio mostly, 2017

Peer reviewed articles (3)

Harmonic Structure Predicts the Enjoyment of Uplifting Trance Music

Author(s): Kat Agres, Dorien Herremans, Louis Bigo, Darrell Conklin
Published in: Frontiers in Psychology, Issue 7, 2017, Page(s) 19999, ISSN 1664-1078
DOI: 10.3389/fpsyg.2016.01999

A Functional Taxonomy of Music Generation Systems

Author(s): Herremans, D, Chuan, C.-H., Chew, E.
Published in: ACM Computing Surveys, 2018, ISSN 0360-0300

MorpheuS: generating structured music with constrained patterns and tension

Author(s): Dorien Herremans, Elaine Chew
Published in: IEEE Transactions on Affective Computing, 2017, Page(s) 1-1, ISSN 1949-3045
DOI: 10.1109/TAFFC.2017.2737984