Neural network models and more conventional statistics were used to study the use of sequential phonological probabilities in the segmentation of a phonological transcription of conversational English that might allow the infant to bootstrap into a series of increasingly sophisticated segmentation competencies. Results are interpreted in the context of speech development. (SLD)