Change file location in iTunes

I changed my iTunes Media Library location. The previous location was a network drive and the songs were downloaded to that drive. I’ve changed the location to a local drive and want to download to the local drive. However the individual songs still reference the location in the network drive and therefore prevents me from downloading a local copy. How can I change the file location references for my library?