The sign is for La Esperanza Bakery and Cafe at 507 N Main Street. I found this rather sorry-looking version of their sign on Flickr. The Flickr user has tagged the image as "Downtown Los Angeles", but gives no other information, so it may be from another location.
cyan79 on Flickr