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LANGUAGE IDENTIFICATION USING RECURRENT NEURAL NETWORKS

机译:使用递归神经网络进行语言识别

摘要

Systems and processes for language identification using recurrent neural networks are provided. An example method includes, at an electronic device, receiving a first typed character of a character sequence and determining a character context of the first typed character based on the first typed character and a second typed character of the character sequence. The method further includes determining a confidence level that the character sequence is associated with a language of a plurality of languages based on the character context of the first typed character, and determining whether the confidence level exceeds a threshold, in accordance with a determination that the confidence level exceeds the threshold, providing the language as a candidate language, and in accordance with a determination that the confidence level does not exceed the threshold, forgoing providing the language as a candidate language.
机译:提供了使用递归神经网络进行语言识别的系统和过程。示例方法包括在电子设备处接收字符序列的第一键入字符并基于字符序列的第一键入字符和第二键入字符来确定第一键入字符的字符上下文。该方法还包括:基于第一键入字符的字符上下文,确定字符序列与多种语言中的一种语言相关联的置信度;以及根据确定该置信度是否超过阈值来确定置信度。置信度超过阈值,提供语言作为候选语言,并且根据确定置信度不超过阈值,放弃提供语言作为候选语言。

著录项

  • 公开/公告号US2018067918A1

    专利类型

  • 公开/公告日2018-03-08

    原文格式PDF

  • 申请/专利权人 APPLE INC.;

    申请/专利号US201715717837

  • 发明设计人 JEROME R. BELLEGARDA;JANNES G. DOLFING;

    申请日2017-09-27

  • 分类号G06F17/27;G10L25/30;

  • 国家 US

  • 入库时间 2022-08-21 12:59:13

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