1. A method of adjusting model parameters in a speech recognition system that combines recognition outputs from a plurality of speech recognition processes, the method comprising: adjusting a plurality of model parameters of at least one acoustic model based on a joint discriminative criterion over a plurality of complementary acoustic models to lower recognition word error rate in the system.