Unfortunately you cannot embed videos on your item’s page. You could use an image as a video thumbnail.
However I wouldn’t recommend it. Some customers may not appreciate to have their work pinned on your AJ item’s page. Also, for new potential customers, these videos need to use your music perfectly, otherwise it won’t help at all.