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Aleksandr Livshits

2 accepted papers

2024

PRoDeliberation: Parallel Robust Deliberation for End-to-End Spoken Language Understanding

EMNLP 2024finding

Spoken Language Understanding (SLU) is a critical component of voice assistants; it consists of converting speech to semantic parses for task execution. Previous works have explored end-to-end models to improve the quality and robustness of SLU models with Deliberation, however these models have rem…

Cited by 0SourcePDFScholar
2023

ICASSP 2023 Spoken Language Understanding Grand Challenge

ICASSP 2023accepted

Spoken language understanding (SLU) is a important field between the Speech and NLP community focused on converting a users’ speech utterance into an executable semantic parse. In order to facilitate open research in this space, we introduce the 1st Spoken Language Understanding challenge hosted at…

Cited by 0SourceScholar