Server-side Rescoring of Spoken Entity-centric Knowledge Queries for Virtual Assistants

no code implementations • 2 Nov 2023 • Youyuan Zhang, Sashank Gondala, Thiago Fraga-Silva, Christophe Van Gysel

On-device Virtual Assistants (VAs) powered by Automatic Speech Recognition (ASR) require effective knowledge integration for the challenging entity-rich query recognition.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1

Neural Language Model Pruning for Automatic Speech Recognition

no code implementations • 5 Oct 2023 • Leonardo Emili, Thiago Fraga-Silva, Ernest Pusateri, Markus Nußbaum-Thom, Youssef Oualil

We study model pruning methods applied to Transformer-based neural network language models for automatic speech recognition.

Automatic Speech Recognition Language Modelling +2