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Communication Dans Un Congrès Année : 2020

Enabling Interactive Transcription in an Indigenous Communitý

Résumé

We propose a novel transcription workflow which combines spoken term detection and human-in-the-loop, together with a pilot experiment. This work is grounded in an almost zero-resource scenario where only a few terms have so far been identified, involving two endangered languages. We show that in the early stages of transcription, when the available data is insufficient to train a robust ASR system, it is possible to take advantage of the transcription of a small number of isolated words in order to bootstrap the transcription of a speech collection.
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Dates et versions

hal-02991518 , version 1 (06-11-2020)

Identifiants

  • HAL Id : hal-02991518 , version 1

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Eric Le Ferrand, Steven Bird, Laurent Besacier. Enabling Interactive Transcription in an Indigenous Communitý. COLING 2020 (short paper), Dec 2020, Virtual, Spain. ⟨hal-02991518⟩
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