On the similarities of representations in artificial and brain neural networks for speech recognition

On the similarities of representations in artificial and brain neural networks for speech recognition

IntroductionIn recent years, machines powered by deep learning have achieved near-human levels of performance in speech recognition. The fields of artificial intelligence and cognitive neuroscience have finally reached a similar level of performance, despite their huge differences in implementation,...

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Bibliographic Details
Main Authors: Cai Wingfield, Chao Zhang, Barry Devereux, Elisabeth Fonteneau, Andrew Thwaites, Xunying Liu, Phil Woodland, William Marslen-Wilson, Li Su
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-12-01
Series:Frontiers in Computational Neuroscience
Subjects:
automatic speech recognition
deep neural network
representational similarity analysis
auditory cortex
speech recognition
Online Access:https://www.frontiersin.org/articles/10.3389/fncom.2022.1057439/full

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