Low power SVM module using spurious power suppression technique

R. Ravanya, S. Ramya
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Abstract

A biometric system makes a pattern recognition decision in accordance with the biometric features extracted from a human being. This paper presents a text-independent speaker Verification system using support vector machines (SVMs) is to identify the speaker by listening to the voice of the speaker. Thus speaker verification is to determine whether a test utterance is spoken by a target speaker and also causes large power dissipation. In this paper, Spurious Power Suppression Technique (SPST) is utilized to overcome these issues, which uses a detection logic circuit to detect the effective data range of arithmetic units, e.g., adders or multipliers. This SPST is used to reduce the power dissipation when compared to previous method.
低功耗支持向量机模块采用伪功率抑制技术
生物识别系统根据从人体提取的生物特征做出模式识别决策。本文提出了一种基于支持向量机(svm)的文本无关的说话人验证系统,该系统通过听说话人的声音来识别说话人。因此,说话人验证是为了确定测试话语是否由目标说话人说,也造成了很大的功耗。本文利用伪功率抑制技术(SPST)来克服这些问题,该技术使用检测逻辑电路来检测算术单元(如加法器或乘法器)的有效数据范围。与以前的方法相比,该SPST用于降低功耗。
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