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Systems And Methods For Sensing Emotion In Voice Signals And Dynamically Changing Suggestions In A Call Center

机译:用于在呼叫中心感测语音信号中的情绪并动态更改建议的系统和方法

摘要

Systems and methods for sensing emotion in voice signals and dynamically changing suggestions in a call center are disclosed. According to one embodiment, a computer-implemented method comprises receiving a call from a customer at a call center. A sample of the call is recorded and the Mel-Frequency Cepstral coefficient is extracted from the sample. A machine learning model predicts an emotion of the customer and generates a confidence score for the emotion. A script of a call center agent is modified based on the emotion and the confidence score.
机译:公开了用于感测语音信号中的情绪并在呼叫中心中动态改变建议的系统和方法。根据一个实施例,一种计算机实现的方法包括在呼叫中心接收来自客户的呼叫。记录呼叫样本,并从样本中提取梅尔频率倒谱系数。机器学习模型可预测客户的情绪并生成该情绪的置信度分数。基于情感和置信度分数来修改呼叫中心座席的脚本。

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