Smith has suffered a injury after moving to Scotland in January.
St Johnstone manager Craig Levein said: "It is unfortunate the way things have worked out for Kerr but I would like to personally thank him for his efforts during his time on loan at the club.
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"I wish him well for the future back at Aston Villa."
Kerr penned a new deal with Villa before leaving for St Johnstone.