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OALib Journal期刊
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Study on a novel method of speaker recognition
一种说话者识别的新方法

Keywords: time series pretreatment,deterministic parts,stochastic parts,feature parameters,speaker recognition
时间序列预处理
,趋势量,波动量,特征参数,说话者识别

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Abstract:

The speech signals were analyzed by means of short-time Fourier transform,and the time series clusters that were composed of the same frequency's energy series of each speech were gained.Between every column vector serie and the serie consisting of every row vector's average value,the linear regression equations were established based on time series pretreatment and mathematical statistics.The deterministic parts and stochastic parts of the time series cluster were separated,and the feature parameters were ...

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