no code implementations • 16 Jun 2021 • Michael Saxon, Samridhi Choudhary, Joseph P. McKenna, Athanasios Mouchtaris
End-to-end (E2E) spoken language understanding (SLU) systems predict utterance semantics directly from speech using a single model.
Ranked #10 on Spoken Language Understanding on Fluent Speech Commands (using extra training data)
no code implementations • 6 Aug 2020 • Joseph P. McKenna, Samridhi Choudhary, Michael Saxon, Grant P. Strimel, Athanasios Mouchtaris
We perform experiments where we vary the semantic complexity of a large, proprietary dataset and show that STI model performance correlates with our semantic complexity measures, such that performance increases as complexity values decrease.