Name	Name	Last commit message	Last commit date
parent directory ..
MUSIC21_solo_videos.json	MUSIC21_solo_videos.json
MUSIC_duet_videos.json	MUSIC_duet_videos.json
MUSIC_solo_videos.json	MUSIC_solo_videos.json
README.md	README.md
create_index_files.py	create_index_files.py
download.py	download.py
extract_audio.py	extract_audio.py
extract_audio_old.py	extract_audio_old.py
extract_frames.py	extract_frames.py
extract_frames_old.py	extract_frames_old.py
get_label_maps.py	get_label_maps.py
preprocess.py	preprocess.py
utils.py	utils.py

Name

Last commit message

Last commit date

Downloading the MUSIC Dataset

This folder contains the scripts for downloading the MUSIC dataset. The JSON files are downloaded from the original repository.

Prerequisites

pip install youtube_dl tqdm

python download.py -i MUSIC_solo_videos.json -o data/MUSIC/solo/video

Extract audio from videos

python extract_audio.py -i data/MUSIC/solo/video -o data/MUSIC/solo/audio -s -e

Extract image frames from videos

python extract_frames.py -i data/MUSIC/solo/video -o data/MUSIC/solo/frames -s -e

Resize and crop images

python preprocess.py -i data/MUSIC/solo/frames -o data/MUSIC/solo/preprocessed -s -e