Thank you for checking out the learned clusters! We are visualizing the clusters that our model has learned on VGG-Sound and Kinetics-400. The index on the left can be sorted by entropy to allow finding very pure or very mixed clusters. Please note that the videos are hosted on YouTube - some might not be available anymore.
Here are a couple of interesting clusters you might want to look at first:
VGG-Sound
- Cluster 188 — singing bowl, different visuals, same sounds.
- Cluster 12 — sirens, different visuals, same sounds.
- Cluster 40 — playing guitar, same visuals, different sounds.
- Cluster 82 — firetruck, different visuals, same sounds.
- Cluster 267 — engine, example of very pure cluster of man-made sound.
- Cluster 141 — ocean, example of very pure cluster of nature sound.
- Cluster 54 — the least pure cluster, however most contain text on a dark background.
- Random Cluster