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A method of simultaneous recognition for emotion age and gender based on users' voice signal

机译:基于用户语音信号的情绪年龄和性别同时识别方法

摘要

Disclosed is a method and system for simultaneously recognizing emotion, age, and gender based on a user''s voice signal. In the method for recognizing user characteristic information executed by a computer, a step of classifying frames according to a plurality of predetermined characteristics based on an input data set corresponding to a voice signal, according to the distinguished characteristics Based on a convolutional neural network, performing learning based on a loss function for each of the characteristics based on a convolutional neural network, and input voice signals based on a learning model generated through the learning. And recognizing a plurality of different user characteristic information.
机译:公开了一种用于基于用户的语音信号同时识别情绪,年龄和性别的方法和系统。在由计算机执行的用于识别用户特征信息的方法中,步骤是:根据与语音信号相对应的输入数据集,根据基于卷积神经网络的区别特征,根据多个预定特征对帧进行分类。针对基于卷积神经网络的每个特性的损失函数进行学习,并基于通过学习生成的学习模型输入语音信号。并识别多个不同的用户特征信息。

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