A multi-model approach for noisy speech recognition is proposed. This
approach comprises an SVD-based preprocessing front-end, and a multi-m
odel HMM recognition structure. It can provide a high recognition rate
over a large range of SNRs for speech recognition in wide-band additi
ve noise.