The present invention relates to a controlled release pharmaceutical preparations containing polysaccharide gum (Terminalia catappa gum) as a novel controlled release/release retarding excipient along with one or more active ingredients. The present invention also relates to the process for the preparation of controlled release pharmaceutical compositions containing polysaccharide gum as the controlled release/release retarding excipient.