Search Results for author: Ching-Hua Chuan

Found 4 papers, 0 papers with code

A Functional Taxonomy of Music Generation Systems

no code implementations11 Dec 2018 Dorien Herremans, Ching-Hua Chuan, Elaine Chew

Digital advances have transformed the face of automatic music generation since its beginnings at the dawn of computing.

Music Generation

From Context to Concept: Exploring Semantic Relationships in Music with Word2Vec

no code implementations29 Nov 2018 Ching-Hua Chuan, Kat Agres, Dorien Herremans

In this newly learned vector space, a metric based on cosine distance is able to distinguish between functional chord relationships, as well as harmonic associations in the music.

Music Generation

Modeling Musical Context with Word2vec

no code implementations28 Jun 2017 Dorien Herremans, Ching-Hua Chuan

A visualization of the reduced vector space using t-distributed stochastic neighbor embedding shows that the resulting embedded vector space captures tonal relationships, even without any explicit information about the musical contents of the slices.

Proceedings of the First International Workshop on Deep Learning and Music

no code implementations27 Jun 2017 Dorien Herremans, Ching-Hua Chuan

Proceedings of the First International Workshop on Deep Learning and Music, joint with IJCNN, Anchorage, US, May 17-18, 2017

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