Making Photo Slideshows

I've spent the past several days trying to make a video with the pictures from Memorial Day. Picasa made the video for me, but did not give the option to add music. I would really like to be able to do that. I tried Pinnacle, but it's a very complicated program. Windows Movie Maker keeps shutting itself down. If anyone knows of easy to use software I would be grateful for suggestions.