Technique of fault diagnosis of single-phase induction motors was proposed. Original method of feature extraction of acoustic signal called MSAF-RATIO30-MULTIEXPANDED was described. Three states of the single-phase induction motor were analysed. Efficiency of acoustic signal recognition was analysed.