首页> 外国专利> Artificial intelligence (AI) enabled prescriptive persuasion processes based on speech emotion recognition and sentiment analysis

Artificial intelligence (AI) enabled prescriptive persuasion processes based on speech emotion recognition and sentiment analysis

机译:人工智能(AI)支持基于语音情感识别和情感分析的规定性说服过程

摘要

Methods and systems are provided for the AI-based computer-aided persuasion system (CAPS). The CAPS obtains inputs from both the target and the agent for an object, dynamically generates persuasion references based on analysis of the input. The CAPS obtains content output by analyzing the agent audio stream and the target audio stream using a recurrent network (RNN) model, obtains sentiment classifiers based on a convolutional neural network (CNN LSTM) model, updates a conversation matrix, and generates a persuasion reference based on the updated conversation matrix. The persuasion reference is based on an acceptance likelihood result generated from the conversation matrix using the RNN model. The CAPS further generates a target profile using DNN (deep neural net) with input of target Big Data, wherein the target profile includes one or more objects, and wherein the agent is selected based on the generated profile and one or more selected objects.
机译:为基于人工智能的计算机辅助说服系统(CAPS)提供了方法和系统。CAPS从目标和代理获取对象的输入,并根据输入的分析动态生成说服参考。CAPS通过使用递归网络(RNN)模型分析代理音频流和目标音频流来获得内容输出,获得基于卷积神经网络(CNN LSTM)模型的情感分类器,更新对话矩阵,并基于更新的对话矩阵生成说服参考。说服参考基于使用RNN模型从对话矩阵生成的接受可能性结果。CAPS进一步使用DNN(深度神经网络)和目标大数据的输入生成目标简档,其中目标简档包括一个或多个对象,其中基于生成的简档和一个或多个选定对象选择代理。

著录项

  • 公开/公告号US11295731B1

    专利类型

  • 公开/公告日2022-04-05

    原文格式PDF

  • 申请/专利权人 LUCAS GC LIMITED;

    申请/专利号US202117332972

  • 发明设计人 WANG-CHAN WONG;HOWARD LEE;

    申请日2021-05-27

  • 分类号G10L15/18;G10L15/16;H04L51/02;

  • 国家 US

  • 入库时间 2022-08-25 00:20:23

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