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11/25/2021
LET-Decoder: A WFST-based Lazy-evaluation Token-group Decoder with Exact Lattice Generation
We propose a novel lazy-evaluation token-group decoding algorithm with o...
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11/25/2021
Wake Word Detection with Streaming Transformers
Modern wake word detection systems usually rely on neural networks for a...
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01/20/2021
The JHU ASR System for VOiCES from a Distance Challenge 2019
This paper describes the system developed by the JHU team for automatic ...
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05/20/2020
PyChain: A Fully Parallelized PyTorch Implementation of LF-MMI for End-to-End ASR
We present PyChain, a fully parallelized PyTorch implementation of end-t...
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05/17/2020
Wake Word Detection with Alignment-Free Lattice-Free MMI
Always-on spoken language interfaces, e.g. personal digital assistants, ...
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09/18/2019
Espresso: A Fast End-to-end Neural Speech Recognition Toolkit
We present Espresso, an open-source, modular, extensible end-to-end neur...
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02/06/2019
End-to-end Anchored Speech Recognition
Voice-controlled house-hold devices, like Amazon Echo or Google Home, fa...
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04/09/2018