On-device Virtual Assistants powered by Automated Speech Recognition (ASR) require effective knowledge integration for the challenging entity-rich query recognition.
In this paper, we conduct an empirical study of modeling strategies for server-side rescoring of spoken information domain queries using various categories of Language Models (N-Gram word Language Models, sub-word neural LMs).
We investigate the combination of on-device and server-side signals, and demonstrate significant WER improvements of 23%-35% on various entity-centric query subpopulations
by integrating various server-side…
Intelligence View
⚡ tsecurity.de Intelligence
Server-side Rescoring of Spoken Entity-centric Knowledge Queries for Virtual Assistants
On-device Virtual Assistants powered by Automated Speech Recognition (ASR) require effective knowledge integration for the challenging entity-rich query recognition. In this paper, we conduct an empirical study of modeling strategies for…
Reagiere als Erste:r — dein Feedback zählt!
SOCIAL SHARE CARD GENERATOR