Visualization and quantification of coral reef soundscapes using CoralSoundExplorer software
Fig 6
Analysis offered by CoralSoundExplorer: Unsupervised sound clustering (here 3D UMAP view).
Graphical display possibilities: Color points (sounds) according to the values of unsupervised clusters id (cluster label -1 is related to unclassified sound samples), Contingency matrix (i.e., percentage of each category of one categorical variable within each category of another categorical variable). Export possibilities: UMAP/PCA plots (.png,.svg), contingency matrix (.csv) and its plot (.png,.svg).