1. A method comprising: receiving, by a computing device, a sequence of speech features that characterize an unknown speech input; normalizing selected speech features of the sequence of speech features using a plurality of different feature normalizing functions; and combining the normalized selected speech features to produce a sequence of mixed normalized speech features for automatic speech recognition.