Explains distributional regularity (DR), an intuition that sound sequences occurring frequently and in multiple contexts are candidates for the lexicon. Describes study that proposed hypotheses about children's segmenting sounds using DR functions, exploiting phonotactic constraints on pronunciation, and learning word-boundary clusters. Details results of a computational simulation showing that DR functions and phonotactic constraints can significantly improve segmentation. (BC)