10 citations · 77 across the 28 of their papers we have counts for
Showing 2016Show all
3 papers · 1 filter
cs.AI2016★ 4 cited
Computer Assisted Composition with Recurrent Neural Networks
Christian Walder, Dongwoo Kim
Sequence modeling with neural networks has lead to powerful models of symbolic music data. We address the problem of exploiting these models to reach creative musical goals, by com…
cs.SD2016★ 3 cited
Symbolic Music Data Version 1.0
Christian Walder
In this document, we introduce a new dataset designed for training machine learning models of symbolic music data. Five datasets are provided, one of which is from a newly collecte…
cs.SD2016★ 8 cited
Modelling Symbolic Music: Beyond the Piano Roll
Christian Walder
In this paper, we consider the problem of probabilistically modelling symbolic music data. We introduce a representation which reduces polyphonic music to a univariate categorical…