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Sprachverarbeitung: Grundlagen Und Methoden Der Sprachsynthese Und Spracherkennung by Beat Pfister, Tobias Kaufmann

Sprachverarbeitung: Grundlagen Und Methoden Der Sprachsynthese Und Spracherkennung

by Beat Pfister , Tobias Kaufmann
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Book cover type: Paperback
  • ISBN13: 9783662528372
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Springer Vieweg
  • Publisher Imprint: Springer Vieweg
  • Publication Date:
  • Pages: 507
  • Original Price: EUR 65.41
  • Language: German
  • Edition: 2., Aktualisier
  • Item Weight: 826 grams
  • BISAC Subject(s): Artificial Intelligence / Natural Language Processing

Das Buch erklärt die wesentlichen Ansätze zur Sprachsynthese und zur Spracherkennung und vermittelt die dafür relevanten Grundlagen. Dazu gehören insbesondere:

  • Grundkenntnisse über die menschliche Sprachproduktion und Sprachwahrnehmung
  • Eigenschaften von Sprachsignalen und ihre Darstellung
  • Grundkenntnisse in Linguistik, insbes. Phonetik, Morphologie und Syntax
  • die wichtigsten Transformationen und Methoden der digitalen Sprachsignalverarbeitung
  • statistische Ansätze zur Beschreibung vieldimensionaler Grö en und komplexer Zusammenhänge (Hidden-Markov-Modelle und neuronale Netze)
  • Formulierung und Anwendung von Wissen in der Form von Regeln
Die 2. Auflage des Buches enthält ein neues Kapitel über die polyglotte Sprachsynthese, die gemischtsprachigen Text korrekt vorlesen kann. Zusätzlich werden sowohl für die Sprachsignalproduktion als auch für die Spracherkennung die neusten Ansätze eingeführt.Die ZielgruppenDieses gut lesbare Buch wendet sich insbesondere an Studierende im Bereich Sprachverarbeitung. Das Buch geht auch auf viele praktische Probleme ein, die beim Konzipieren von sprachverarbeitenden Systemen zu lösen sind. Ein ausführliches Glossar und eine Internet-basierte Sammlung von Hörbeispielen, Illustrationen und Übungen ergänzen das Buch.

Beat Pfister, ETH Zürich
Tobias Kaufmann, ETH Zürich

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