InforLorV4, Main, Exploration, bibRecord, 003D87

Comprehension Improvement using Local Conﬁdence Measure: Towards Automatic Transcription for Classroom

Identifieur interne : 003D87 ( Main/Exploration ); précédent : 003D86; suivant : 003D88

Comprehension Improvement using Local Conﬁdence Measure: Towards Automatic Transcription for Classroom

Auteurs : Joseph Razik [France] ; Odile Mella [France] ; Dominique Fohr [France] ; Jean-Paul Haton [France]

Source :

RBID : Hal:inria-00335558

Abstract

We conducted a preliminary study to evaluate the contribution of conﬁdence measure for improving the comprehension of an automatic transcription. The future framework is deaf children studying in a standard school classroom. We deﬁned local conﬁdence measures that can be estimated as soon as possible without waiting for the recognition process to be completed. We then deﬁned diﬀerent modalities to highlight words of low conﬁdence in an automatic transcription and we presented the diﬀerent modiﬁed transcriptions to several subjects who had to answer to some questions of comprehension and to restore the sentences originally uttered. We showed that highlighting words of low conﬁdence can improve the comprehension of the automatic transcription.

Url:

https://hal.inria.fr/inria-00335558

Affiliations:

Links toward previous steps (curation, corpus...)

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Le document en format XML

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<front><div type="abstract" xml:lang="en">We conducted a preliminary study to evaluate the contribution of conﬁdence measure for improving the comprehension of an automatic transcription. The future framework is deaf children studying in a standard school classroom. We deﬁned local conﬁdence measures that can be estimated as soon as possible without waiting for the recognition process to be completed. We then deﬁned diﬀerent modalities to highlight words of low conﬁdence in an automatic transcription and we presented the diﬀerent modiﬁed transcriptions to several subjects who had to answer to some questions of comprehension and to restore the sentences originally uttered. We showed that highlighting words of low conﬁdence can improve the comprehension of the automatic transcription.</div>
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Comprehension Improvement using Local Conﬁdence Measure: Towards Automatic Transcription for Classroom

Comprehension Improvement using Local Conﬁdence Measure: Towards Automatic Transcription for Classroom

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Abstract

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