Dec 10, 2020 · In this paper, we present a novel two-pass approach to unify streaming and non-streaming end-to-end (E2E) speech recognition in a single model.
People also ask
What are end-to-end models for speech recognition?
What are the two types of speech recognition?
What is streaming speech recognition?
What is the difference between front end speech recognition and back end speech recognition?
Jun 10, 2021 · The unified streaming and non-streaming two-pass (U2) end-to-end model for speech recognition has shown great performance in terms of streaming capability, ...
Dec 10, 2020 · In this paper, we present a novel two-pass approach to unify streaming and non-streaming end-to-end (E2E) speech recognition in a single ...
Dec 10, 2020 · A novel two-pass approach to unify streaming and non-streaming end-to-end (E2E) speech recognition in a single model that adopts the hybrid ...
In this paper, we propose an open source speech recognition toolkit called WeNet, in which a new two-pass approach named U2 is implemented to unify streaming ...
Fast-U2++ reduces model latency from 320ms to 80ms, and achieves a character error rate (CER) of 5.06% with a streaming setup.
Unified Streaming and Non-streaming Two-pass End-to-end Model for SpeechZhang et al_2020_ - Free download as PDF File (.pdf), Text File (.txt) or read ...
The unified streaming and non-streaming two-pass (U2) end-to-end model for speech recognition has shown great performance in terms of streaming capability ...
Jun 10, 2021 · In this paper, we present a novel two-pass approach to unify streaming and non-streaming end-to-end (E2E) speech recognition in a single model.
2-pass unifying (1st Streaming CTC, 2nd Attention Rescore): Unified Streaming and Non-streaming Two-pass End-to-end Model for Speech Recognition; 2-pass ...