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Dissecting neural computations in the human auditory pathway using deep neural networks for speech - Nature Neuroscience

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Dissecting neural computations in the human auditory pathway using deep neural networks for speech - Nature Neuroscience

The human auditory system extracts rich linguistic abstractions from speech signals. Traditional approaches to understanding this complex process have used linear feature-encoding models, with limited success. Artificial neural networks excel in speech recognition tasks and offer promising computational models of speech processing. We used speech representations in state-of-the-art deep neural network (DNN) models to investigate neural coding from the auditory nerve to the speech cortex.

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Dissecting neural computations in the human auditory pathway using deep neural networks for speech - Nature Neuroscience

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Dissecting neural computations in the human auditory pathway using deep neural networks for speech - Nature Neuroscience

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