Cluster Sounds Using Audio Features

Given a collection of recordings, it is possible to use high-level machine learning functions that search for clusters of similar sounds in a semantically meaningful space.

Download a collection of recordings of female and male voices.

Use FindClusters to separate the data into clusters of similar signals in an unsupervised manner.

Plot a WordCloud of the tags of the two largest clusters.