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Generierung Von Worthypothesen in Kontinuierlicher Sprache by Ernst G. Schukat-Talamazzini

Generierung Von Worthypothesen in Kontinuierlicher Sprache

by Ernst G. Schukat-Talamazzini
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Book cover type: Paperback
  • ISBN13: 9783540179986
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Publication Date:
  • Pages: 143
  • Original Price: EUR 51.39
  • Language: German
  • Edition: N/A
  • Item Weight: 264 grams
  • BISAC Subject(s): Artificial Intelligence / Natural Language Processing

Das Buch behandelt die Worterkennung in kontinuierlicher Sprache, eine im Rahmen des automatischen Verstehens gesprochener Sprache auftretende und im Gegensatz zur Einzelworterkennung auch heute noch nicht vollständig gelöste Aufgabenstellung. Nach einer einführenden vereinheitlichenden Darstellung einschlägiger Techniken des Mustervergleichs (String Matching, Dynamic Time Warping, Hidden Markov Modelling) für die Erkennung isoliert gesprochener Wörter werden die Ansätze verallgemeinert, so da Wörter auch in flie ender Rede ohne a priori Kenntnis der Wortgrenzen lokalisierbar sind. Mehrere alternative Modelle zur Beschreibung von Lautähnlichkeiten sowie Verfahren zur Gütebewertung der erzeugten Worthypothesen stehen dann im Zentrum der weiterführenden Überlegungen. Im experimentellen Teil ist der Aufbau eines konkreten Systems zur Generierung von Worthypothesen beschrieben, das den Rahmen bildet für die nachfolgenden vergleichenden Untersuchungen, in deren Verlauf bekannte und vom Autor neu entwickelte Verfahren einander kritisch gegenübergestellt werden. Der Leser findet in dem Buch etwa zu gleichen Teilen kritische Aufarbeitung der Standardmethoden, neue Verfahren und die Beschreibung praktischer Erfahrungen bei der Anwendung der Worterkennungsalgorithmen auf gro e Datenmengen. Anwendungen des Dargestellten sind nicht nur im engeren Bereich der Automatischen Spracherkennung denkbar. Auch in Gegenstandsbereichen, in denen Strukturen sequentiell-linearer Beschaffenheit, etwa zeitabhängiger Muster, eine Rolle spielen, kommt eine Lösung von Klassifikations- und Lokalisierungsproblemen mit Hilfe der beschriebenen Ansätze in Betracht.

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