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关于LSTM的论文及博客以及RNN代码的精选资料,便于入门学习.入门首先看000,理解RNN,以及python代码之后,再看002——LSTM博客。
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文献中描述了语音增强的概述,对目前的算法进行分类总结,是很好的理论学习资料(The literature describes the speech enhancement overview, the current algorithm for classification and summary, is a very good theoretical learning materials)
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Wu和Wang的两阶段去混响算法的学习整理(Learning notes on A-Two-Stage-Algorithm-for-One-Microphone-Reverberant-Speech-Enhancement .)
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用python 语言结合DNN简单实现语音增强(DNN speech enhancement)
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使用神经网络进行语音增强,包括语音特征提取,DNN,语音重构(Speech enhancement using neural networks)
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系统介绍了语音增强相关知识及相关算法总结,对语音增强算法的应用有简单介绍(This paper introduces the speech enhancement related knowledge and related algorithm summary, and gives a brief introduction to the application of speech enhancement algorithm)
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Loizou, P的“语音增强 理论与实践”一书的MATLAB代码(Loizou, P speech enhancement- theory and practice, a Book of MATLAB code)(Loizou code of MATLAB and P's speech enhancement theory and Practice (Loizou, P speech enhancement- theory and practice, a Book of MATLAB code
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通过几种方法实现语音增强:谱减滤波法 小波滤波法(Speech enhancement by serval methods)
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matlab在语音信号处理中的使用,包括基频提取,语音识别,语音增强等(The application of MATLAB in speech signal processing including pitch extraction, speech recognition, speech enhancement and so on.It uses matlab.)
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这是目前传统单通道语音增强中效果最好的算法,作者Iseal Cohen大神,采用基于最小均方误差MMSE准则,代码里,噪声估计由最初的MCRA更新为效果更好的IMCRA。(This is the most effective algorithm for traditional single channel speech enhancement. The author, Iseal Cohen great God, uses the minimum mean square error MMSE c
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维纳滤波语音增强,非常只有用的文件,特意上传希望对大家有帮助(Wiener filter speech enhancement, very only use of the file, specially uploaded hope for everyone to help)
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利用谱减法进行语音信号的降噪处理,适用于语音增强领域(Using spectral subtraction to reduce the noise of speech signal, it is suitable for the field of speech enhancement)
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利用自适应滤波的方法进行语音信号的降噪处理,适用于语音增强领域(The adaptive filtering method is used to denoise the speech signal, which is suitable for the field of speech enhancement.)
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利用维纳滤波的方法进行语音信号的降噪处理,适用于语音增强领域(The denoising processing of speech signal by Wiener filtering is suitable for the domain of speech enhancement)
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利用小波分解的方法进行语音信号的降噪处理,适用于语音增强领域(The wavelet decomposition method is used to denoise the speech signal, which is suitable for the field of speech enhancement.)
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在仿真语音增强时,往往需要向纯净语音中添加适当的噪声然后作仿真对比,这个程序正是实现这了个功能。(When the speech enhancement is emulation, it is often necessary to add appropriate noise to the pure speech and make a simulation contrast. This program is exactly the function of this program.)
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语音增强 提供io接口及处理的工具箱等,语音增强效果比较好(Speech enhancement provide the IO interface and the processing toolbox, and so on, the speech enhancement effect is better)
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利用韦纳滤波器进行语音增强,加入guassian噪声,然后在添加了噪声的语音后,使用weiner滤波器进行滤波。(speech enhancement using weiner filter, in this a speech is added with a guassian noise then after adding the noise the noise speech if filtered using weiner filter)
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压缩包内程序主要实现IMCRA算法,用于语音增强。(Compressed package program main realization IMCRA algorithm for speech enhancement.)
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运用单麦克风实现语音增强,其中包括子程序,计算出了信噪比以及波形(Speech enhancement is realized by single microphone, including subroutine, and the SNR and waveform are calculated.)
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