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Implementation of Convolutional Neural Networks in testing a Dual Lexical System
Giannatsis, Timothy D. Giannatsis, Timothy D.
Giannatsis, Timothy D.
Giannatsis, Timothy D.
Title
Implementation of Convolutional Neural Networks in testing a Dual Lexical System
Date
2021-05-01
Subject
Material type
Collections
Abstract
Gow's (2012) dual lexicon model proposes that wordforms are represented independently in the dorsal and ventral speech processing streams. In this paper I will describe work using convolutional neural networks trained on cochleagrams of 685,000 tokens of spoken words to explore computational pressures that contributed to the emergence of parallel lexica.