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System and method for classifying hybrid speech recognition results with neural networks

机译:利用神经网络对混合语音识别结果进行分类的系统和方法

摘要

A method for ranking candidate speech recognition results includes generating, with a controller, a plurality of feature vectors for the candidate speech recognition results, each feature vector including trigger pair features and / or a confidence score and / or word level features. The method further includes providing the plurality of feature vectors as inputs to a neural network, generating a plurality of ranking scores corresponding to the plurality of feature vectors for the plurality of candidate speech recognition results based on an output layer of the neural network and operating the automated system using the candidate speech recognition result in the plurality of candidate speech recognition results, that corresponds to a highest rating score in the multiple rating scores, as input.
机译:一种用于对候选语音识别结果进行排名的方法,包括:使用控制器生成用于候选语音识别结果的多个特征向量,每个特征向量包括触发对特征和/或置信度得分和/或词级特征。该方法还包括:将多个特征向量作为输入提供给神经网络;基于神经网络的输出层,为多个候选语音识别结果生成与多个特征向量相对应的多个排名分数;以及对神经网络进行操作。自动化系统,其使用多个候选语音识别结果中的候选语音识别结果作为输入,该多个候选语音识别结果对应于多个评分中的最高评分。

著录项

  • 公开/公告号DE112017004397T5

    专利类型

  • 公开/公告日2019-05-23

    原文格式PDF

  • 申请/专利权人 ROBERT BOSCH GMBH;

    申请/专利号DE20171104397T

  • 发明设计人 ZHENGYU ZHOU;RAMI BOTROS;

    申请日2017-11-15

  • 分类号G10L15/16;G10L15/22;G10L15/32;

  • 国家 DE

  • 入库时间 2022-08-21 11:44:59

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