| 一种HHT谱矩阵的车内噪声语音端点检测 |
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| 引用本文： | 刘柏森,卢志茂,金辉,孙美玲. 一种HHT谱矩阵的车内噪声语音端点检测[J]. 计算机工程与应用, 2012, 48(20): 164-167,215 |
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| 作者姓名： | 刘柏森 卢志茂 金辉 孙美玲 |
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| 作者单位： | 1. 哈尔滨工程大学信息与通信工程学院,哈尔滨150001;黑龙江工程学院电子工程系,哈尔滨150050
2. 哈尔滨工程大学信息与通信工程学院,哈尔滨,150001 |
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| 基金项目： | 国家自然科学基金(No.60975042) |
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| 摘 要： | 由于车内噪声的存在,使语音的检测率降低得非常明显,这给智能汽车的语音控制带来了困难。提出了一种基于HHT谱矩阵的检测方法。该方法通过分析HHT的特点,以及噪声、语音信号的幅度分布特点,以帧为单位对输入信号HHT的时、频、幅矩阵进行处理,构建幅值-时间曲线,通过对前端噪声段的估计,自动设定阈值对整个信号的语音段进行检测。实验结果表明,该方法在车内噪声较强的情况下仍能有效检测语音段。
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| 关 键 词： | 信号处理 希尔伯特-黄变换 车内噪声 信号检测 低信噪比 |
Voice activity detection with vehicle interior noise based on Hilbert-Huang transform spectral matrix |
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| LIU Baisen , LU Zhimao , JIN Hui , SUN Meiling. Voice activity detection with vehicle interior noise based on Hilbert-Huang transform spectral matrix[J]. Computer Engineering and Applications, 2012, 48(20): 164-167,215 |
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| Authors: | LIU Baisen LU Zhimao JIN Hui SUN Meiling |
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| Affiliation: | 1.College of Information and Communication Engineering,Harbin Engineering University,Harbin 150001,China 2.Department of Electronic Engineering,Heilongjiang Institute of Technology,Harbin 150050,China |
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| Abstract: | It is difficult to control voice of intelligent vehicles due to vehicle interior noise,which can decrease detection rate of voice obviously.The article presents a detection method based on Hilbert-Huang Transform(HHT)spectral matrix.The method with frame as a unit processes time,frequency,and amplitude matrix of input signal HHT,and constructs amplitude-time curve by analyzing characteristics of HHT and noise,voice signal amplitude distribution.By estimating front end noise,the method sets threshold automatically for detecting phonetic segment of the whole signal.The result indicates that the method can detect voice activity effectively with vehicle interior heavy noise. |
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| Keywords: | signal processing Hilbert-Huang Transform(HHT) vehicle interior noise signal detection low signalto-noise ratios |
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