Using HTK & Julius
HTK (Hidden Markov Toolkit) is a portable toolkit for building and manipulating the statistical models used to represent sound in Speech Recognition (these are called hidden Markov models). Julius is large vocabulary continuous speech recognition engine.
These two tutorials run through the steps to create an Acoustic Model for the Julius Speech Recognition Engine using the HTK toolkit, and show how to submit your audio files to VoxForge.