1. A microphone-array-based speech recognition system comprising: a signal separator which separates mixed signals input through a plurality of microphone into sound-source signals by an ICA algorithm; a target speech extractor which extracts one target speech spoken for speech recognition from the sound-source signals separated by the signal separator; and a speech recognition unit which recognizes a desired speech from the extracted target speech.