The use of variable frame rate analysis in speech recognition

Abstract

The application of a simple variable frame rate analysis to a continuous speech recognition system based on phone-level hidden Markov models, is described. Results are presented which show that, using standard three-state models, the addition of the variable frame rate analysis results in considerably improved performance, which is close to that obtained using simple duration sensitive models.