Papers by Isabelle Ferrané
Weakly supervised discourse segmentation for multiparty oral conversations (2021.emnlp-main)
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| Challenge: | Discourse segmentation is the first step of discourse analysis. |
| Approach: | They propose a weak supervision approach to adapt a latent model to French conversation transcripts with a linguistic and acoustic input. |
| Outcome: | The proposed model improves in situations where speaker turns are lacking or noisy, gaining up to 13% in F-score. |
Subjective Evaluation of Comprehensibility in Movie Interactions (2020.lrec-1)
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| Challenge: | Various studies have dealt with the comprehensibility of textual, audio, or audiovisual documents. |
| Approach: | They aim to build a corpus of human annotations that could help to study human perceptions of comprehensibility of audiovisual documents. |
| Outcome: | The proposed corpus of human annotations will help to study human perceptions of comprehensibility of audiovisual documents. |