首页> 外文会议>2012 IEEE 55th International Midwest Symposium on Circuits and Systems >Exploiting jump-resonance hysteresis in silicon cochlea for formant trajectory encoding
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Exploiting jump-resonance hysteresis in silicon cochlea for formant trajectory encoding

机译:利用耳蜗中的跳跃共振滞后进行共振峰轨迹编码

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Jump resonance is a phenomenon observed in nonlinear circuits where the output exhibits abrupt jumps when the frequency of the input signal is varied. In literature, several methods have been proposed for modeling and predicting of jump-resonance, which has led to circuit designs that are optimized to avoid this non-linear phenomenon. In this paper we propose exploiting jump-resonance based hystresis, observed in silicon cochlea, for encoding frequency and specifically formant trajectories in speech signal. Using experimental prototypes fabricated in a 0.5µm CMOS process, we show that the features extracted from a jump-resonance based silicon cochlea are more discriminative for speech based biometrics as compared to features extracted from a conventional silicon cochlea.
机译:跳跃共振是在非线性电路中观察到的现象,当输入信号的频率变化时,输出会出现突然的跳跃。在文献中,已经提出了几种用于对跳跃共振进行建模和预测的方法,这导致对电路设计进行了优化以避免这种非线性现象。在本文中,我们提出利用在硅耳蜗中观察到的基于跳跃共振的歇斯底里来对语音信号中的频率和特定共振峰轨迹进行编码。使用在0.5μmCMOS工艺中制造的实验原型,我们显示,与从常规硅耳蜗中提取的特征相比,从基于跳跃共振的硅耳蜗中提取的特征对于基于语音的生物特征识别更具区分性。

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