Voice emotion recognition model training method and electronic equipment
The invention discloses a voice emotion recognition model training method and electronic equipment. The method comprises the following steps: acquiring a speaker recognition corpus; extracting frequency domain feature data from the speaker recognition corpus; training by using the frequency domain f...
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Format: | Patent |
Sprache: | chi ; eng |
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Zusammenfassung: | The invention discloses a voice emotion recognition model training method and electronic equipment. The method comprises the following steps: acquiring a speaker recognition corpus; extracting frequency domain feature data from the speaker recognition corpus; training by using the frequency domain feature data to obtain a voice emotion feature extractor; acquiring a voice emotion corpus; extracting voice emotion feature data from the voice emotion corpus by using the voice emotion feature extractor; and training by using the voice emotion feature data to obtain a voice emotion recognition model. According to the method, the voice emotion recognition model obtained through training can also have relatively high accuracy only through a small amount of voice emotion corpora.
本发明公开了一种语音情绪识别模型训练方法及电子设备,方法包括:获取语者识别语料;从所述语者识别语料中提取频域特征数据;使用所述频域特征数据进行训练,获得语音情绪特征抽取器;获取语音情绪语料;利用所述语音情绪特征抽取器从所述语音情绪语料中提取语音情绪特征数据;使用语音情绪特征数据进行训练,获得语音情绪识别模型。本发明仅需少量的语音情绪语料就能使得训练得到的语音情绪识别模型也具有较高的精确度。 |
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