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matlab语音识别算法的改进

于 2022-01-25 发布 文件大小:752.33 kB
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应用背景基于HMM算法的MATLAB的语关键字识别,比较成熟的小系统,供初学者学习下载,有助于帮助初学者了解语音识别的几本过程,其中提供的一些程序可以改进,识别为一些基本词汇,从建模训练到语音识别关键技术识别过程:识别的前面部分与训练相似,都是要计算得到mfcc系数,不同在于,识别时,将计算得到的mfcc 参数分别代入训练得到的HMM模板求出概率,比较出最大概率者,则该模板对应的数字就是识别的数字。用大量语音文件做测试,结果正确率为90%以上。训练及识别数据太大,少量上传一点,大家可以用COOLEDIT等软件仿照自己制作

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