Search Results for author: Benoît Favre

Found 2 papers, 1 papers with code

Are cascade dialogue state tracking models speaking out of turn in spoken dialogues?

no code implementations • 3 Nov 2023 • Lucas Druart, Léo Jacqmin, Benoît Favre, Lina Maria Rojas-Barahona, Valentin Vielzeuf

In Task-Oriented Dialogue (TOD) systems, correctly updating the system's understanding of the user's needs is key to a smooth interaction.

Dialogue State Tracking

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OLISIA: a Cascade System for Spoken Dialogue State Tracking

1 code implementation • 20 Apr 2023 • Léo Jacqmin, Lucas Druart, Yannick Estève, Benoît Favre, Lina Maria Rojas-Barahona, Valentin Vielzeuf

Though Dialogue State Tracking (DST) is a core component of spoken dialogue systems, recent work on this task mostly deals with chat corpora, disregarding the discrepancies between spoken and written language. In this paper, we propose OLISIA, a cascade system which integrates an Automatic Speech Recognition (ASR) model and a DST model.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +4

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