1. A speech recognition apparatus, comprising: an extractor configured to extract acoustic model-state level information corresponding to an input speech signal from a training data model set using at least one of a first feature vector based on a gammatone filterbank signal analysis algorithm and a second feature vector based on a bottleneck algorithm; and a speech recognizer configured to provide a result of recognizing the input speech signal based on the extracted acoustic model-state level information.