124 citations · 140 across the 3 of their papers we have counts for
4 papers
A Functional Taxonomy of Music Generation Systems
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. Despite the many breakthroughs, issues such as the musical t…
From Context to Concept: Exploring Semantic Relationships in Music with Word2Vec
Ching-Hua Chuan, Kat Agres, Dorien Herremans
We explore the potential of a popular distributional semantics vector space model, word2vec, for capturing meaningful relationships in ecological (complex polyphonic) music. More p…
Modeling Musical Context with Word2vec
Dorien Herremans, Ching-Hua Chuan
We present a semantic vector space model for capturing complex polyphonic musical context. A word2vec model based on a skip-gram representation with negative sampling was used to m…
Proceedings of the First International Workshop on Deep Learning and Music
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