• a set of regression-based transforms are used to "tune" the HMM parameters using adaptation data
  
• each transform can be used for one or many mixture components
  
• this transform sharing helps to eliminate problems with limited adaptation data
  
• MLLR adaptation initially defined for mean adaptation (see Leggetter's thesis) - assume primary difference between speakers is in average position of phones in the acoustic space