Identification de l'origine des locuteurs non natifs en utilisant des paramètres prosodiques

Marina Piat 1 Dominique Fohr 1 Irina Illina 1
1 PAROLE - Analysis, perception and recognition of speech
INRIA Lorraine, LORIA - Laboratoire Lorrain de Recherche en Informatique et ses Applications
Abstract : In this paper we propose an automatic approach to foreign accent identification. Knowing the speaker origin could allow to adapt the acoustic models for non-native speech recognition. In this study, we use a statistical approach based on prosodic parameters. This approach relies on the fact that prosody is different between languages, and so between accents. This work is done in the framework of the HIWIRE (Human Input that Works In Real Environment) European project. The corpus is composed of English sentences pronounced by French, Italian, Greek and Spanish speakers. Results obtained with duration and energy are promising for foreign accent identification : 68.6% with energy and 67.1% with duration. These two parameters combined with MFCC achieve a 87.1% correct foreign accent identification rate.
Type de document :
Communication dans un congrès
AFCP. XXVIIèmes Journées d'Étude sur la Parole - JEP'08, Jun 2008, Avignon, France. 2008
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https://hal.inria.fr/inria-00327696
Contributeur : Dominique Fohr <>
Soumis le : jeudi 9 octobre 2008 - 11:38:57
Dernière modification le : jeudi 11 janvier 2018 - 06:19:56

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  • HAL Id : inria-00327696, version 1

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Marina Piat, Dominique Fohr, Irina Illina. Identification de l'origine des locuteurs non natifs en utilisant des paramètres prosodiques. AFCP. XXVIIèmes Journées d'Étude sur la Parole - JEP'08, Jun 2008, Avignon, France. 2008. 〈inria-00327696〉

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