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METHOD AND SYSTEM FOR PERFORMING SPEECH EMOTION RECOGNITION USING SPECTRUM, AND STORAGE MEDIUM

机译:使用光谱和存储介质进行语音情绪识别的方法和系统

摘要

The present application relates to the technical field of artificial intelligence, and provides a method and system for performing speech emotion recognition using a spectrum, and a storage medium. The method comprises: pre-processing speech; performing spectrum calculation on the pre-processed speech and obtaining spectral values; normalizing the spectral values; and using a deep neural network to perform emotion recognition on the normalized spectral values, and obtaining an emotion recognition result. The present application can be used to resolve prior-art issues such as a low speech emotion recognition rate, time delay, and poor robustness to unidentified environmental noise.
机译:本申请涉及人工智能技术领域,并提供了一种使用频谱进行语音情感识别的方法和系统,以及一种存储介质。该方法包括:预处理语音;对预处理后的语音进行频谱计算,得到频谱值;归一化光谱值;利用深度神经网络对归一化后的频谱值进行情感识别,并获得情感识别结果。本申请可以用于解决现有技术的问题,例如低的语音情感识别率,时间延迟以及对未识别的环境噪声的不良鲁棒性。

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