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Neural Modeling of Speech Processing and Speech Learning

An Introduction

Autoren: Kröger, Bernd J., Bekolay, Trevor

Vorschau
  • 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 enriches our understanding of speech production, speech perception, and speech acquisition 
Weitere Vorteile

Dieses Buch kaufen

eBook 67,82 €
Preis für Deutschland (Brutto)
  • Erscheinungstermin: 20. August 2019
  • ISBN 978-3-030-15853-8
  • Versehen mit digitalem Wasserzeichen, DRM-frei
  • Erhältliche Formate: PDF, EPUB
  • eBooks sind auf allen Endgeräten nutzbar
Hardcover 117,69 €
Preis für Deutschland (Brutto)
  • ISBN 978-3-030-15852-1
  • Kostenfreier Versand für Individualkunden weltweit
  • Gewöhnlich versandfertig in 3-5 Werktagen.
Über dieses Buch

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.

Über den Autor

Bernd J. Kröger is a physicist (M.Sc.) and phonetician (Ph.D.). He wrote his doctoral thesis on the syntheses of female voice quality and his habilitation thesis on phonetic aspects of speech production at the Philosophical Faculty of the University of Cologne. He has been a senior researcher and professor in the Medical Faculty of RWTH Aachen University since 2001. His major research topic is the development of a theory of speech processing and speech acquisition from a neurobiological perspective. Bernd J. Kröger has published over 100 papers in international journals and books. An important result of his work is, among other things, the development of a computer implemented neural model of speech processing and speech acquisition.

Trevor Bekolay is a computer scientist (M.Math) and theoretical neuroscientist (Ph.D.). He wrote his master’s thesis on unsupervised and supervised learning in the Neural Engineering Framework, and his doctoral thesis on a neural model of speech recognition and synthesis. He is a co-founder of Applied Brain Research Inc., and has worked there as a senior research scientist since 2016. He is the lead developer of the Nengo neural simulator, which has been used in hundreds of published research projects.


Inhaltsverzeichnis (9 Kapitel)

Inhaltsverzeichnis (9 Kapitel)

Dieses Buch kaufen

eBook 67,82 €
Preis für Deutschland (Brutto)
  • Erscheinungstermin: 20. August 2019
  • ISBN 978-3-030-15853-8
  • Versehen mit digitalem Wasserzeichen, DRM-frei
  • Erhältliche Formate: PDF, EPUB
  • eBooks sind auf allen Endgeräten nutzbar
Hardcover 117,69 €
Preis für Deutschland (Brutto)
  • ISBN 978-3-030-15852-1
  • Kostenfreier Versand für Individualkunden weltweit
  • Gewöhnlich versandfertig in 3-5 Werktagen.
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Bibliografische Information

Bibliographic Information
Buchtitel
Neural Modeling of Speech Processing and Speech Learning
Buchuntertitel
An Introduction
Autoren
Copyright
2019
Verlag
Springer International Publishing
Copyright Inhaber
Springer Nature Switzerland AG
eBook ISBN
978-3-030-15853-8
DOI
10.1007/978-3-030-15853-8
Hardcover ISBN
978-3-030-15852-1
Auflage
1
Seitenzahl
XI, 280
Anzahl der Bilder
67 schwarz-weiß Abbildungen, 115 Abbildungen in Farbe
Themen