Search Results for author: Joseph P. McKenna

Found 2 papers, 0 papers with code

End-to-End Spoken Language Understanding for Generalized Voice Assistants

no code implementations16 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 #9 on Spoken Language Understanding on Fluent Speech Commands (using extra training data)

Spoken Language Understanding

Semantic Complexity in End-to-End Spoken Language Understanding

no code implementations6 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.

Spoken Language Understanding

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