Research on unsupervised adaptation for acoustic models can be roughly divided into three categories: (1) constrained model adaptation [5, 6, 7] , (2) domain-invariant feature extraction [8, 9, 10] , and (3) labeled in-domain data augmentation by synthesis [11, 12, <cite>13]</cite> .