首页> 外国专利> SYSTEM AND METHOD FOR ENHANCING SPEECH RECOGNITION ACCURACY USING WEIGHTED GRAMMARS BASED ON USER PROFILE INCLUDING DEMOGRAPHIC, ACCOUNT, TIME AND DATE INFORMATION

SYSTEM AND METHOD FOR ENHANCING SPEECH RECOGNITION ACCURACY USING WEIGHTED GRAMMARS BASED ON USER PROFILE INCLUDING DEMOGRAPHIC, ACCOUNT, TIME AND DATE INFORMATION

机译:基于包含人口统计,账户,时间和日期信息的用户个人资料的加权语法增强语音识别准确性的系统和方法

摘要

Disclosed herein are systems, computer-implemented methods, and computer-readable media for enhancing speech recognition accuracy. The method includes dividing a system dialog turn into segments based on timing of probable user responses, generating a weighted grammar for each segment, exclusively activating the weighted grammar generated for a current segment of the dialog turn during the current segment of the dialog turn, and recognizing user speech received during the current segment using the activated weighted grammar generated for the current segment. The method can further include assigning probability to the weighted grammar based on historical user responses and activating each weighted grammar is based on the assigned probability. Weighted grammars can be generated based on a user profile. A weighted grammar can be generated for two or more segments. Exclusively activating each weighted grammar can include a transition period blending the previously activated grammar and the grammar to be activated.
机译:本文公开了用于增强语音识别准确性的系统,计算机实现的方法和计算机可读介质。该方法包括:基于可能的用户响应的时间将系统对话转弯分为多个段;为每个段生成加权语法;在对话转弯的当前段期间,专门激活为对话转弯的当前段生成的加权语法;以及使用为当前片段生成的激活的加权语法识别当前片段期间接收到的用户语音。该方法可以进一步包括基于历史用户响应将概率分配给加权语法,并且基于分配的概率来激活每个加权语法。可以基于用户配置文件生成加权语法。可以为两个或多个段生成加权语法。排他地激活每个加权语法可以包括将先前激活的语法和要激活的语法混合的过渡期。

著录项

  • 公开/公告号US2018025722A1

    专利类型

  • 公开/公告日2018-01-25

    原文格式PDF

  • 申请/专利权人 NUANCE COMMUNICATIONS INC.;

    申请/专利号US201715679232

  • 发明设计人 MICHAEL CZAHOR;

    申请日2017-08-17

  • 分类号G10L15/19;G06F17/28;G10L15/22;

  • 国家 US

  • 入库时间 2022-08-21 13:01:22

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