In previous work the two dimensional root cepstrum (TDRC) has been introduced as a novel method of feature extraction [8]. It has the advantage of an adjustable parameter which can be used to optimise the feature extraction process, reducing the dimensions of the feature matrix and simple computation. In the work described here, the TDRCmethod has been suggested as a robust technique for noisy speech recognition