lakhcleananalysis

We have hosted the application lakhcleananalysis in order to run this application in our online workstations with Wine or directly.

Quick description about lakhcleananalysis:

Presently, we are analyzing the note onset distribution, the pitch class distribution, and the midi program assignments for the entire dataset. Each of these entities are represented by a separate vector for each midi file. These vectors were clustered using the kmeans and HDBSCAN algorithms. The vectors (midi files) were projected into a two dimensional space using the UMAP algorithm. A user interface, umapPlot.tcl is provided to explore this space.

Features:

• Displays the UMAP mapping for one of three feature sets derived from the Lakh Clean Midi Dataset.
• On zooming into one of the regions of the UMAP mapping, details associated with each data sample (midi file) is displayed.

.