Hmm.. it seems --remove does not work in Ubuntu. You might try wiping the superblock then:
$ sudo mdadm --zero-superblock /dev/sdx
where x is the drive/partition of the member disks. Repeat for all member disks. To remove any save configuration, you might also remove the mdadm.conf file.
$ sudo rm /etc/mdadm/mdadm.conf