1. A speech recognition apparatus, comprising: a location determiner configured to determine a location of the apparatus; a noise model generator configured to generate a noise model corresponding to the location by collecting noise data related to the location; a noise model transmitter configured to transmit the noise model to a server, and a speech recognizer configured to perform speech recognition using a noise-speech recognition model that is generated by the server by applying the noise model to a baseline speech recognition model.