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经典噪声估计，用于speech enhancement,noise estimation algorithm in speech enhancement
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实验结果表明该算法对非冲击噪声效果良好。
lx_main为主程序，NS_lxwz为噪声估计模块，lxG_wz为增益估计模块，noise_sound为测试用含噪语音。
算法原理参见本人的文章《一种引入延迟的语音增强算法》。-Experimental results show that the algorithm for non-impulsive noise effect is good. lx_main the main program, NS_lxwz for the noise es
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最小均方误差估计（MMSE）语音增强算法，算法简单有效，无残余音乐噪声-Minimum mean square error estimation (MMSE) speech enhancement algorithm is simple and effective, non-residual musical noise
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Noise estimation for speech enhancement
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利用I.Cohen提出的短时先验信噪比（priori SNR）估算的语音增强法，附有相应程序和文献。-I. Cohen raised by the use of short-term a priori signal to noise ratio (priori SNR) estimation of the speech enhancement method, with the corresponding procedures and documentation.
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SPEECH ENHANCEMENT BASED ON WAVELET DENOISING
Abstract: - Noise is an unwanted and inevitable interference in any form of communication. It is
non-informative and plays the role of sucking the intelligence of the original signal. Any kind of
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Speech Signal Noise Estimation
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提出一种有效的语音增强算法，该算法使用重叠相加FF-r滤波器进行谱幅度估计，给出噪声估计的两个均值参数，此参数适用于任何噪声．而且进行噪声估计无需检测语音间隙，无需VAD的运算过程，克服了单信道噪声
压缩算法的缺点．-An effective speech enhancement algorithm using the overlap-add FF-r filter in spectral amplitude estimation, given the noise mean estimate
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duction techniques proposed in the art are expressed as a spectral
gain depending on the a priori SNR. In the well-known decision-
directed approach, the a priori SNR depends on the speech spec-
trum estimation in the previous frame. As a conse
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Noise Estimation by Minima Controlled Recursive Averaging for Robust Speech Enhancement
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根据” J.S. Erkelens and R. Heusdens, "Tracking of nonstationary noise based on data-driven recursive noise power estimation”所开发的源码-noisetracker based on data-driven recursive noise power estimation
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用于speech enhancement的经典噪声估计源代码完整，可直接使用。-Classical speech enhancement for noise estimation complete source code can be used directly.
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音频处理算法：语音增强技术是语音信号处理技术中的一门关键技术，本例是一种较为经典的用来估计噪声的算法程序，其实现较为简单，便于初学者学习，改程序已经通过仿真实验，并且实验结果用在方便哦的论文中。-Speech Enhancement technology is voice signal processing technology in a key technology, in this case is a more classical algorithm used to estimate the
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Noise Estimation of speech signals in Matlab
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经典噪声估计，用于speech enhancement可直接使用。
-Classical noise estimation for speech enhancement can be used directly.
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马丁噪声估计算法,多用于谱减法，基于统计模型等语音增强算法中。-martin noise estimation，Used for spectral subtraction, based on statistical models, such as speech enhancement algorithm.
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2基于噪声估计和听觉掩蔽效应的语音增强.pdf-2 speech and auditory masking noise estimation based enhancements. Pdf
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一种基于最小均方误差的噪声估计算法，实现语音增强，算法可以直接使用，已调试通过。-Based on the minimum mean square error of noise estimation algorithm, speech enhancement algorithm can be used directly, have been debug through.
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一种低复杂度的噪声谱跟踪算法，用于语音增强和语音识别中，文件夹内有参考文献。-A low noise spectral tracking algorithm complexity, for speech enhancement and speech recognition, there are references folder.
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detection and estimation of noise in speech process
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