A Method for Automatic and Dynamic Estimation of Discourse Genre. Typology with Prosodic Features - HAL-SHS - Sciences de l'Homme et de la Société
Communication Dans Un Congrès Année : 2008

A Method for Automatic and Dynamic Estimation of Discourse Genre. Typology with Prosodic Features

Résumé

This paper presents a work-in-progress on the automatic analysis of discourse genre in non-elicited speech. The study is focused on the development of bottom-up methods for automatic validation of discourse typologies found in linguistic descriptions (prosodic, syntactic, pragmatic and/or contextual and situational cues). The linguistic classification examined here opposes five discourse genres +/- controlled. To test this a priori classification under prosodic criteria, we propose a method that provides an automatic and dynamic estimation of discourse genre typology i.e. of prosodic similarities between discourse genres. This is achieved in a two-step procedure : a set of discriminant prosodic patterns is estimated and then used to raise a typology of discourse genres based on prosodic similarity criterion. The discriminant analysis reveals that a small number of prosodic patterns is sufficient to discriminate the 5 discourse genres. The typological analysis reveals some multi-level caterogical oppositions on a continuous prosodic scale that can be interpreted in terms of +/- controlled speech.

Domaines

Linguistique
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Dates et versions

halshs-00334345 , version 1 (25-10-2008)

Identifiants

  • HAL Id : halshs-00334345 , version 1

Citer

Nicolas Obin, Anne Lacheret, Christophe Veaux, Xavier Rodet, Anne-Catherine Simon. A Method for Automatic and Dynamic Estimation of Discourse Genre. Typology with Prosodic Features. 9th Annual Conference of the International Speech Communication Association 2008 (INTERSPEECH 2008), Sep 2008, Brisbane, Australia. pp.1204-1207. ⟨halshs-00334345⟩
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