Multimodal Mathematical Expressions Recognition: Case of Speech and Handwriting

Sofiane Medjkoune 1 Harold Mouchère 1 Simon Petitrenaud 2 Christian Viard-Gaudin 1
1 irccyn-ivc
IRCCyN - Institut de Recherche en Communications et en Cybernétique de Nantes
2 LIUM - Laboratoire d'Informatique de l'Université du Mans
Abstract : In this work, we propose to combine two modalities, handwriting and speech, to build a mathematical expression recognition system. Based on two sub-systems which process each modality, we explore various fusion methods to resolve ambiguities which naturally occur independently. The results that are reported on the HAMEX bimodal database show an improvement with respect to a mono-modal based system.
Keywords : Multimodality graphical languages data fusion handwriting speech
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Conference papers
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Submitted on : Wednesday, August 21, 2013 - 3:23:54 PM
Last modification on : Wednesday, December 19, 2018 - 3:02:08 PM
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Sofiane Medjkoune, Harold Mouchère, Simon Petitrenaud, Christian Viard-Gaudin. Multimodal Mathematical Expressions Recognition: Case of Speech and Handwriting. 15th International Conference on Human-Computer Interaction, Jul 2013, Las Vegas, United States. pp.77-86, ⟨10.1007/978-3-642-39330-3_9⟩. ⟨hal-00852846⟩

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