2 citations · 2 across the 4 of their papers we have counts for
4 papers
Systematic Analysis of Music Representations from BERT
Sangjun Han, Hyeongrae Ihm, Woohyung Lim
There have been numerous attempts to represent raw data as numerical vectors that effectively capture semantic and contextual information. However, in the field of symbolic music,…
Instrument Separation of Symbolic Music by Explicitly Guided Diffusion Model
Sangjun Han, Hyeongrae Ihm, DaeHan Ahn +1
Similar to colorization in computer vision, instrument separation is to assign instrument labels (e.g. piano, guitar...) to notes from unlabeled mixtures which contain only perform…
Symbolic Music Loop Generation with Neural Discrete Representations
Sangjun Han, Hyeongrae Ihm, Moontae Lee +1
Since most of music has repetitive structures from motifs to phrases, repeating musical ideas can be a basic operation for music composition. The basic block that we focus on is co…
Symbolic Music Loop Generation with VQ-VAE
Sangjun Han, Hyeongrae Ihm, Woohyung Lim
Music is a repetition of patterns and rhythms. It can be composed by repeating a certain number of bars in a structured way. In this paper, the objective is to generate a loop of 8…