Speech Recognition Using Hidden Markov Models

The Lincoln robust hidden Markov model speech recognizer currently provides state-of-the-art performance for both speaker-dependent and speaker-independent large-vocabulary continuous-speech recognition. An early isolated-word version similarly improved the state of the art on a speaker-stress-robustness isolated-word task. This article combines hidden Markov model and speech recognition tutorials with a description of the above recognition systems.