On: Watson Developer Cloud: Speech Android SDK

PocketSphinx[1] isn't bad. I'm sure one could get better accuracy with a DNN recognizer, but good luck getting something like Kaldi to run on a smartphone.

1: https://github.com/cmusphinx/pocketsphinx

2: http://kaldi-asr.org/