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MFCC VOICE RECOGNITION METHOD, STORAGE MEDIUM, ELECTRONIC DEVICE, AND SYSTEM

机译:MFCC语音识别方法,存储介质,电子设备和系统

摘要

The present invention relates to the field of voice recognition, and discloses an MFCC voice recognition method, a storage medium, an electronic device, and a system. The method comprises the steps of: preprocessing a voice signal requiring voice recognition to obtain an MFCC initial signal; calculating a low frequency, an intermediate frequency, and a high frequency of the MFCC initial signal; fusing the low, intermediate, and high frequencies of the MFCC initial signal to obtain an MFCC characteristic parameter; and performing dimension reduction on the MFCC characteristic parameter F to obtain a dimension-reduced MFCC characteristic parameter. The present invention significantly improves the recognition accuracy of an MFCC characteristic parameter in a noisy environment and in a high-frequency region, and further achieves the purpose of extracting the MFCC characteristic parameter from a voice signal in the noisy environment and in the high-frequency region, and thus is very suitable for promotion.
机译:本发明涉及语音识别领域,公开了一种MFCC语音识别方法,存储介质,电子设备和系统。该方法包括以下步骤:预处理需要语音识别的语音信号以获得MFCC初始信号;以及计算MFCC初始信号的低频,中频和高频;融合所述MFCC初始信号的低频,中频和高频以获得MFCC特征参数;对所述MFCC特征参数F进行降维,得到降维的MFCC特征参数。本发明大大提高了在嘈杂环境和高频区域中MFCC特征参数的识别精度,并且进一步达到了在嘈杂环境和高频中从语音信号中提取MFCC特征参数的目的。地区,因此非常适合推广。

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