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Authors: Andreas Maier 1 ; Caroline Parchmann 2 ; Tobias Bocklet 1 ; Florian Hönig 1 ; Oliver Kratz 2 ; Stefanie Horndasch 2 ; Elmar Nöth 1 and Gunther Moll 2

Affiliations: 1 Friedrich-Alexander Universität Erlangen-Nürnberg, Germany ; 2 Universitätsklinikum Erlangen, Germany

Abstract: In this paper, we present an automatic classification approach to identify reading disorders in children. This identification is based on a standardized test. In the original setup the test is performed by a human supervisor who measures the reading duration and notes down all reading errors of the child at the same time. In this manner we recorded tests of 38 children who were suspected to have reading disorders. The data was confronted to an automatic system which employs speech recognition to identify the reading errors. In a subsequent classification experiment — based on the speech recognizer’s output and the duration of the test— 94.7% of the children could be classified correctly.

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Paper citation in several formats:
Maier, A., Parchmann, C., Bocklet, T., Hönig, F., Kratz, O., Horndasch, S., Nöth, E. and Moll, G. (2009). On the Automatic Classification of Reading Disorders. In Proceedings of the 9th International Workshop on Pattern Recognition in Information Systems (ICEIS 2009) - PRIS; ISBN 978-989-8111-89-0, SciTePress, pages 18-27. DOI: 10.5220/0002174700180027

@conference{pris09,
author={Andreas Maier and Caroline Parchmann and Tobias Bocklet and Florian Hönig and Oliver Kratz and Stefanie Horndasch and Elmar Nöth and Gunther Moll},
title={On the Automatic Classification of Reading Disorders},
booktitle={Proceedings of the 9th International Workshop on Pattern Recognition in Information Systems (ICEIS 2009) - PRIS},
year={2009},
pages={18-27},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002174700180027},
isbn={978-989-8111-89-0},
}

TY - CONF

JO - Proceedings of the 9th International Workshop on Pattern Recognition in Information Systems (ICEIS 2009) - PRIS
TI - On the Automatic Classification of Reading Disorders
SN - 978-989-8111-89-0
AU - Maier, A.
AU - Parchmann, C.
AU - Bocklet, T.
AU - Hönig, F.
AU - Kratz, O.
AU - Horndasch, S.
AU - Nöth, E.
AU - Moll, G.
PY - 2009
SP - 18
EP - 27
DO - 10.5220/0002174700180027
PB - SciTePress

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