We can disable the video output of a song (and listen only to audio) by going in Video > Video Track > Disable.
If you are listening to a song that you would like to play more than one time then you will loop it with "L". But the video is enable when the looping is complete and video starts from beginning.
Please do something to keep video disabled after looping.