3 papers
cs.CL2026
Learning Multiple Utterance-Level Attribute Representations with a Unified Speech Encoder
Maryem Bouziane, Salima Mdhaffar, Yannick Estève
Speech foundation models trained with self-supervised learning produce generic speech representations that support a wide range of speech processing tasks. When further adapted wit…
cs.AI2024
Investigating Low-Cost LLM Annotation for~Spoken Dialogue Understanding Datasets
Lucas Druart, Valentin Vielzeuf, Yannick Estève
In spoken Task-Oriented Dialogue (TOD) systems, the choice of the semantic representation describing the users' requests is key to a smooth interaction. Indeed, the system uses thi…
cs.CL2023
Is one brick enough to break the wall of spoken dialogue state tracking?
Lucas Druart, Valentin Vielzeuf, Yannick Estève
In Task-Oriented Dialogue (TOD) systems, correctly updating the system's understanding of the user's requests (\textit{a.k.a} dialogue state tracking) is key to a smooth interactio…