I just rewatched this scene, so I remember it well. This genre is called Shima-uta. It’s an Amami Shoto song, from the ...
Shinichiro Watanabe has confirmed that all his works take place in the same universe, including Lazarus, Samurai Champloo and Cowboy Bebop.