YTFeatureExtractor Extract features for cover song identification given a YouTube identifier or URL. All MP3s in a directory Use the script with the input dir param: extract_dir.py -i INPUT_DIR. All YouTube IDs in a list Use the other script with the listfile param: extract_list.py -l ID_LIST.