The present invention concerns, in a first aspect, compounds of Formula I as defined herein, pharmaceutically acceptable salts thereof and pharmaceutical compositions containing such compounds. The present invention also relates to compounds of Formula I for use as acid ceramidase inhibitors, and in the treatment of cancer and other disorders in which modulation of the levels of ceramide is clinically relevant.