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Laplace
传统的短时谱估计语音增强算法通常假设语音谱分量相互独立,没有考虑语音谱分量间的相关性。针对这
一问题,该文提出一种新的基于多元Laplace分布模型的短时谱估计算法。首先,假设语音的离散余弦变换(DCT)
系数服从多元Laplace分布,以此利用谱分量间的相关性;在此基础上,利用多元随机矢量的高斯尺度混合模型表
示,推导得到语音DCT系数矢量的最小均方误差(MMSE)估计的解析表达式;并进一步推导了基于该分布模型的
语音存在概率,对最小均方误差估计子进行修正。实验结果表明,该算法在抑制背景噪声和减少语音失真等方面优
于传统的语音增强方法。(The spectral components of speech are usually assumed to be independent in traditional short-time
spectrum estimation, which is not the case in practice. Tosolve this problem, a new speech enhancement algorithm
with multivariate Laplace speech model is proposed in this paper. Firstly, the speech Discrete Cosine Transform
(DCT) coefficients are modeled by a multivariate Laplace distribution, so the correlations between speech spectral
components can be exploited. And then a Minimum-Mean-Square-Error (MMSE) estimator based on the proposed
model is derived using a Gaussian scale mixture representation of random vectors. Furthermore, the speech
presence uncertainty with the new model is derived to modify the MMSE estimator. Experimental results show
that the developed method has better noise suppression performance and lower speech distortion compared to the
traditional speech enhancement method. )
- 2014-01-18 10:44:40下载
- 积分:1
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jdjs
matlab源代码,主要用于经济动力性计算,计算最高车速,(ecnomic dynamic computation)
- 2009-06-19 08:48:42下载
- 积分:1
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HMcirConv
it is a matlab mdl file to generate c code for ccs software without any manual modification
- 2012-05-08 11:59:46下载
- 积分:1
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matlab
A Guide to MATLAB for Beginners and Experienced Users - Hunt Lipsman & Rosenberg(A Guide to MATLAB for Beginners and Experienced Users- Hunt Lipsman & Rosenberg)
- 2013-09-13 20:06:03下载
- 积分:1
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PGM_Programming_Assignment_3
code matlab pgm in graphical model
- 2013-04-14 18:35:33下载
- 积分:1
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trackingPtrajectoryPtime
采用matlab语言编写,对运动中的人像进行跟踪,显示其运动轨迹,并可以计算人像通过特定位置时的时间(帧)(Matlab language to track the movement portrait display its trajectory, and can calculate the time when the portrait through a specific position (frame))
- 2013-04-19 17:06:53下载
- 积分:1
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LQG_LTR
自己编写的LQG/LTR程序,里面附有一片LQG/LTR论文,希望各位能够交流探讨。(LQG/LTR method using MATLAB)
- 2020-09-11 09:58:00下载
- 积分:1
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dataAnalysisInMatlab
matlab 数据分析资料
含有多种数据处理算法
主要为数据分析和统计(matlab data analysis, data processing algorithms with a variety of data mainly for data analysis and statistics)
- 2010-11-24 18:26:00下载
- 积分:1
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EL_2010_saliency
2010年最新的图像感知区域检测的源代码,发表于SCI国际刊物(saliency detection in image)
- 2011-01-13 11:57:41下载
- 积分:1
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kalman
说明: 卡尔曼滤波,从Andrew D. Straw s Python 移植过来的(Kalman filter algorithm,This M code is modified from Andrew D. Straw s Python )
- 2011-02-27 13:16:17下载
- 积分:1