Isogeometric method for free vibration of non-conforming Mindlin plate is proposed. Cases of multi-interface and multi-patches sharing one common point are considered. The mode frequencies of non-conforming Mindlin plate could be predicted. Nitsche based isogeometric method can provide approving convergence.