Search Results for author: Lucas Druart

Found 3 papers, 1 papers with code

Is one brick enough to break the wall of spoken dialogue state tracking?

no code implementations3 Nov 2023 Lucas Druart, Valentin Vielzeuf, Yannick Estève

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

Dialogue State Tracking

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

no code implementations3 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

OLISIA: a Cascade System for Spoken Dialogue State Tracking

1 code implementation20 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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