Maximum conditional likelihood linear regression and maximum a posteriori for hidden conditional random fields speaker adaptation

摘要

This paper shows how to improve hidden conditional random fields (HCRFs) for phone classification by applying various speaker adaptation techniques. These include maximum a posteriori (MAP) adaptation as well as a new technique we introduce called maximum