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Titlebook: Neural Modeling of Speech Processing and Speech Learning; An Introduction Bernd J. Kröger,Trevor Bekolay Book 2019 Springer Nature Switzerl

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书目名称Neural Modeling of Speech Processing and Speech Learning
副标题An Introduction
编辑Bernd J. Kröger,Trevor Bekolay
视频video
概述This book describes basic neurobiological principles of speech processing and speech learning.It introduces two basic neurocomputational approaches for speech processing and speech learning.This book
图书封面Titlebook: Neural Modeling of Speech Processing and Speech Learning; An Introduction Bernd J. Kröger,Trevor Bekolay Book 2019 Springer Nature Switzerl
描述This book explores the processes of spoken language production and perception from a neurobiological perspective. After presenting the basics of speech processing and speech acquisition, a neurobiologically-inspired and computer-implemented neural model is described, which simulates the neural processes of speech processing and speech acquisition. This book is an introduction to the field and aimed at students and scientists in neuroscience, computer science, medicine, psychology and linguistics..
出版日期Book 2019
关键词neural modeling; speech production; speech perception; learning; speech processing; data-driven science,
版次1
doihttps://doi.org/10.1007/978-3-030-15853-8
isbn_softcover978-3-030-15855-2
isbn_ebook978-3-030-15853-8
copyrightSpringer Nature Switzerland AG 2019
The information of publication is updating

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Speech AcquisitionAt the end of the chapter, we introduce neural learning mechanisms (supervised learning, reinforcement learning, self-supervised learning) and briefly describe developmental language and speech disorders.
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Anatomical and Functional Structure of the Nervous System, brainstem, cerebellum, and auditory, visual, somatosensory, and motor pathways). Subsequently, we identify speech-related functional groups of neurons within these regions. At the end of this section, we introduce a physiologically oriented model of speech and language processing.
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Neural Modeling: The STAA Approachvide a basic understanding of how our central nervous system works by modeling it as a neural network with interconnected buffers of neurons, and recurrently connected buffers that maintain short-term memories.
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roaches for speech processing and speech learning.This book This book explores the processes of spoken language production and perception from a neurobiological perspective. After presenting the basics of speech processing and speech acquisition, a neurobiologically-inspired and computer-implemented
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