语音指挥系统喉部信号的有效频率范围分析

Young-Giu Jung, Munsung Han, Kyung-Yong Chung, Sang Jo Lee
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引用次数: 2

摘要

本文给出了喉道信号分析的有效频率范围。与语音信号相比,咽喉信号在信息量上有很多不同。在此背景下,针对喉部信号寻找有效的频率范围是开发新型特征提取算法的重要分析之一。为此,通过对喉部信号特征分布的相似度分析和喉部信号在频域的相关性分析,可以找到响应时间有效且快速的频率范围,应用于颈式传声器语音命令识别系统。因此,建议的频率范围从200Hz(中心频率)到2001Hz(中心频率)。对于使用所提出的频率范围的颈式麦克风语音命令系统,可以在不损失识别率的情况下将时间复杂度显著降低25%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Valid Frequency Range Analysis of Throat Signal for Voice Command System
In this paper, a valid frequency range of throat signal analyses is presented. Compare to speech signals, the throat signals have many differences in the amount of information. In this context, targeting on throat signals to find valid frequency range is one of the most important analyses for the development of new breed of feature extraction algorithm. In this respect, using analysis similarity of throat signals feature distribution and correlation analysis of throat signals in the frequency domain, the frequency range can be found with effective and quick response time to be applied to a voice command recognition system using neck-microphone. As a result, the proposed frequency range is from 200Hz(center frequency) to 2001Hz(center frequency). For the neck-microphone voice command system using the proposed frequency range, a significant reduction in time complexity of 25% can be achieved without any loss in recognition rate.
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