Emotion recognition in audio records

I. Pavaloi, E. Musca, F. Rotaru
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引用次数: 8

Abstract

A novel approach to find the combination of acoustic features producing a more robust automatic recognition of a speaker emotion is proposed. Four discrete emotional states are classified. The emotional speech corpora used for training and evaluation are described in detail. The emotion recognition model using acoustic features is presented. The results achieved are presented and discussed.
音频记录中的情感识别
提出了一种新的方法来寻找声学特征的组合,从而产生更鲁棒的说话人情绪自动识别。四种独立的情绪状态被分类。详细介绍了用于训练和评价的情感语音语料库。提出了基于声学特征的情感识别模型。并对所取得的成果进行了介绍和讨论。
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