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Aug, 2020
语音到语义:通过全神经接口共同改进ASR和NLU
Speech To Semantics: Improve ASR and NLU Jointly via All-Neural Interfaces
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Milind Rao, Anirudh Raju, Pranav Dheram, Bach Bui, Ariya Rastrow
TL;DR
本文研究基于语音指令的自然语言理解问题,提出了一种端到端联合SLU模型,可以提取语音中自然语言指令及相关的归属槽位参数或命名实体,并且能够在硬件受限的设备上运行,提高隐私保护并降低服务器成本。
Abstract
We consider the problem of
spoken language understanding
(SLU) of extracting
natural language intents
and associated
slot arguments
or
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