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Biometric speech signal processing in a system with digital signal processor

机译:具有数字信号处理器的系统中的生物特征语音信号处理

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摘要

This paper presents an analysis of issues related to the fixed-point implementation of a speech signal applied to biometric purposes. For preparing the system for automatic speaker identification and for experimental tests we have used the Matlab computing environment and the development software for Texas Instruments digital signal processors, namely the Code Composer Studio (CCS). The tested speech signals have been processed with the TMS320C5515 processor. The paper examines limitations associated with operation of the realized embedded system, demonstrates advantages and disadvantages of the technique of automatic software conversion from Matlab to the CCS and shows the impact of the fixed-point representation on the speech identification effectiveness.
机译:本文介绍了与语音信号的定点实现有关的问题的分析,该语音信号应用于生物统计目的。为了准备用于说话人自动识别的系统和进行实验测试,我们使用了Matlab计算环境和德州仪器(TI)数字信号处理器的开发软件,即Code Composer Studio(CCS)。经测试的语音信号已由TMS320C5515处理器处理。本文研究了与实现的嵌入式系统相关的局限性,展示了从Matlab到CCS的自动软件转换技术的优缺点,并说明了定点表示对语音识别效果的影响。

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