Letter-to-Phoneme Conversion - Morphological Preprocessing, Syllabification, Word Stress Assignment and Letter-to-Phoneme Conversion with a Focus on German

Author:   Vera Demberg
Publisher:   VDM Verlag Dr. Mueller E.K.
ISBN:  

9783836464284


Pages:   120
Publication Date:   21 February 2008
Format:   Paperback
Availability:   In Print   Availability explained
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Letter-to-Phoneme Conversion - Morphological Preprocessing, Syllabification, Word Stress Assignment and Letter-to-Phoneme Conversion with a Focus on German


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Overview

Grapheme-to-phoneme conversion (g2p) is a core component of any text-to-speech system. This book discusses how adding simple syllabification and stress assignment constraints, namely 'one nucleus per syllable' and 'one main stress per word', to a joint n-gram model for g2p conversion leads to a dramatic improvement in conversion accuracy. The model is evaluated on German, English and French, and compares well to state-of-the-art approaches. Secondly, the benefit to be gained from morphological preprocessing for g2p conversion is assessed. While morphological information has been incorporated in some past systems, its contribution has never been quantitatively assessed for German. We compare the relevance of morphological preprocessing with respect to the morphological segmentation method, training set size, the g2p conversion algorithm, and two languages, English and German. This work is particularly valuabel for professionals working with speech syntesis systems.

Full Product Details

Author:   Vera Demberg
Publisher:   VDM Verlag Dr. Mueller E.K.
Imprint:   VDM Verlag Dr. Mueller E.K.
Dimensions:   Width: 17.00cm , Height: 0.60cm , Length: 24.40cm
Weight:   0.204kg
ISBN:  

9783836464284


ISBN 10:   3836464284
Pages:   120
Publication Date:   21 February 2008
Audience:   General/trade ,  General
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

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