Word Learning with Prosodic information : Applying non-verbal Cues to enhance Speech Recognition Performance

Language: English

Published by VDM Verlag Dr. Müller, 2010

363931414X / 9783639314144

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nach der Bestellung gedruckt Neuware - Printed after ordering - Previous studies have shown that infants use prosodic information as an aid for discriminating and recognising words. The present work is based on a word learning model which automatically extracts target words from raw speech input paired with a label for the target word. This model was enhanced by incorporating prosodic information. In addition, an unsupervised model is developed which does not rely on a label of any kind. Although prosodic information could not improve the performance of the unsupervised model, it is shown that the incorporation of pitch leads to an increase of performance in the supervised case and that the unsupervised model yields effective results.

Seller Inventory # 9783639314144

Title
Word Learning with Prosodic information : Applying non-verbal Cues to enhance Speech Recognition Performance
Author
Daniel Berndt
Publisher
VDM Verlag Dr. Müller
Publication year
2010
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
363931414X
ISBN 13
9783639314144
Item weight
147 grams
Dimensions
22.00x15.00x0.50 cm

AHA-BUCH GmbH

Einbeck, Germany

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AbeBooks seller since August 14, 2006

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