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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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随机森林的matlab实现
说明: 随机森林的一个入门级历程,此例程可以带有稀缺数据集,让你使用训练集和测试集感受到随机森林的强大之处。随机森林的分类与回归,非常之强。秒杀神经网络,是一个人见人爱的算法。(Random forest is an entry-level process, this routine can have scarce data set, let you use training set and test set to feel the power of random forest. The classification and regression of random forest is very strong. Seckill neural network is a love algorithm.)
- 2021-03-08 11:19:28下载
- 积分:1
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DCACConverter
Ac to dc converter allow the conversion of the continouis input current or voltage to alternative ouput current or voltage
- 2010-07-20 19:43:01下载
- 积分:1
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moment_plog_output
计算简支梁在多个集中力,均布载荷,力偶同时作用时的剪力,弯矩并绘制其图形(Simple beam calculations in a number of concentrated force, uniformly distributed load, Couple add at the same time, the shear stress, moment and draw its graph)
- 2009-11-09 16:43:29下载
- 积分:1
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TR_FBMC
this folder is an implementation of tone reservation scheme for FBMC system
- 2014-01-28 21:50:20下载
- 积分:1
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fangken
一个师兄的毕设,自己编的5种调制信号,微分方程组数值解方法。( A complete set of brothers, Own five modulation signal, Numerical solution of differential equations method.)
- 2016-12-14 22:42:51下载
- 积分:1
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chapter38
基于Kohonen网络的聚类算法——网络入侵聚类(Artificial Neural Networks)
- 2014-08-25 22:52:01下载
- 积分:1
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direct-method-solve-linear-equation
基于MATLAB环境下的运用直接法求解线性方程组的对应的代码 简单易学 便于初学者消化使用(Based on MATLAB environment using a direct method for solving linear equations corresponding code is easy to learn for beginners to use digest)
- 2013-09-15 00:07:38下载
- 积分:1
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MATLAB
matlab命令大全,包括了很多matlab操作中需要的命令(matlab command)
- 2013-12-11 14:15:38下载
- 积分:1
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gas-ag
This is a project for Gas agency System.You can check the doc and sourcecode
- 2014-02-21 03:38:20下载
- 积分:1