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 Hybride Spracherkennung. Eine HMM/SVM-Systemintegration
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Hybride Spracherkennung. Eine HMM/SVM-Systemintegration

автор Andre S. издательство Книга по Требованию Математический анализ. Кратные и криволинейные интегралы. Задачи, решения
Cтраниц 124        мягкая обложка       
Аннотация:Auf Grundlage dieser kombinierten Architektur wird die Leistung des Spracherkenners algorithmisch realisiert, experimentell untersucht und bewertet. In dem vorliegenden Buch wird eine Moeglichkeit zur Kombination der Vorteile beider Ansaetze zu einem hybriden Gesamtkonzept vorgestellt. Hidden-Markov-Modelle (HMM) und parametrische Wahrscheinlichkeitsdichteschaetzungen bilden den Kern heutiger Spracherkennerarchitekturen. Neben der Einfuehrung in die Spracherkennung und der Theorie von Support-Vector-Machines gibt der Autor einen umfassenden Einblick in die eigens entwickelte und frei verfuegbare SVM-Trainings- und -Testsoftware fuer segmentierte Sprachdaten. Zu dieser Gruppe gehoert auch die Support-Vector-Machine (SVM), ein elegantes und in vielen Anwendungen nachweislich sehr erfolgreiches Lernverfahren zur Musterklassifikation. Das Buch richtet sich an Entwickler und Forscher, aber auch an Studenten des hoeheren Semesters. Waehrend Hidden-Markov-Modelle die zeitliche Variabilitaet der Sprache gut modellieren, ist es moeglich, die akustischen Komponenten sehr viel robuster durch verteilungsfreie Klassifikatoren abzubilden.
Автор: Andre S.
Издательство: Книга по Требованию
Год:2008
Цена:
2415 руб
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Поиск: Hybride Spracherkennung. Eine HMM/SVM-Systemintegration
НОВЫЙ ГОД СИМВОЛ 2013 ГОДАУКРАШЕНИЯ
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