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Learning phonetic categories by tracking movements.
Cognition, no. 1 (2007): 80-106
We explore in this study how infants may derive phonetic categories from adult input that are highly variable. Neural networks in the form of self-organizing maps (SOMs; Kohonen, 1989, Kohonen, 1995) were used to simulate unsupervised learning of Mandarin tones. In Simulation 1, we trained the SOMs with syllable-sized continuous F0 contou...More
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