Recent experimental work indicates that by the age of ten months, infants have already learned a great deal about the phonotactics (legal sounds and sound sequences) of their language. This learning occurs before infants can utter words or apprehend most phonological alternations. I will show that this early learning stage can be modeled with Optimality Theory. Specifically, the Markedness and ...

The study of phonotactics (e.g., the ability of English speakers to distinguish possible words like blick from impossible words like *bnick) is a central topic in phonology. We propose a theory of phonotactic grammars and a learning algorithm that constructs such grammars from positive evidence. Our grammars consist of constraints that are assigned numerical weights according to the principle o...

Multiple cues influence listeners' segmentation of connected speech into words, but most previous studies have used stimuli elicited in careful readings rather than natural conversation. Discerning word boundaries in conversational speech may differ from the laboratory setting. In particular, a speaker's articulatory effort - hyperarticulation vs. hypoarticulation (H&H) - may vary according to ...

In searching for a connectionist paradigm capable of natural language processing, many researchers have explored the Simple Recurrent Network (SRN) such as Elman(1990), Cleermance(1993), Reilly(1995) and Lawrence(1996). SRNs have a context layer that keeps track of the past hidden neuron activations and enables them to deal with sequential data. The events in Natural Language span time so SRNs ...