The data from this project was downloaded from youtube.

Original videos

The original videos were collected from the YouTube Channel: Movieclips.

To access the original videos check their youtube ID under the column video_id in the files: subset_moviescenes_shotcuts_{train,val}.csv.

Then, go to youtube an replace the id in this URL: https://www.youtube.com/watch?v={video_id}

Feature Extraction

The features used for the paper are shared in the main README.md:

Resource	Video	Audio	Destination Folder
Features	link	link	./data/

However, if you wanna extract features yourself. You can follow the repos below:

Resource	Features	Notes
Video	ResNexT-101 Kinetics	Snippet size: 16 Frames at 24FPS with 8-frame overlapping windows
Audio	ResNet-18 VGGSound	Parameters used can be found in the repo