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VariableNoisySpeechEnhancementAlgorithmPerformance
- 语音增强是影响语音识别系统性能的重要成分。为了比较语音增强算法的性能,采用Matlab软件进行了数值仿真,对不同噪声环境下的语音用3种不同的方法进行降噪,采用信噪比、端点检测等方法来降噪效果,并对几种增强算法的性能进行了比较分析。结果表明,在变噪声环境下短时谱MMSE法最佳,谱减法和维纳滤波法各有优点。-Speech enhancement of voice recognition is an important component of system performance. In order
zishiyingjiangzao
- 这里介绍了一种基于自适应滤波的噪声抵消法,采用归一化最小均方误差算法,采集实际噪声环境下各种不同信噪比的带噪语音样本进行降噪处理,实验结果表明,处理后信号的信噪比得到了较大程度的提高,大大改善了听音效果,具有很高的可懂度,且语音自然度好,没有失真;并与谱减法进行了比较,自适应噪声抵消法的降噪幅度比谱减法有一定提高,在听音效果上,用自适应噪声抵消法处理后的语音在清晰度,自然度方面优于谱减法。-Here a novel adaptive noise cancellation method using
16843121
- 基于MATLAB语音信号采集与分析加上高频噪声并去噪声源程序-the source program of voice signal acquisition and analysis with high-frequency noise based on matlab.
FIR-filter
- FIR语音滤波的MATLAB 程序,附带噪声的音频,和消噪后的音频,-MATLAB FIR filtering process voice, with the noise of the audio, and denoising of audio,
Wiener
- 经典的weiner滤波程序,用于语音噪声过滤-Classic weiner filtering procedure, the noise filter for voice
RLS
- 自适应滤波算法中的RLS算法,此处用RLS算法实现语音通信中的噪声抵消-Adaptive filtering algorithm in the RLS algorithm, RLS algorithm used here to achieve voice communication in noise canceling
mysubspectrum
- 频谱减算法实现分离语音噪声,该程序具有一定的鲁棒性,读取语音数据时,采用了队列缓存的方法等-Spectrum subtraction algorithm to achieve separation of voice noise , the program has a certain robustness , reading the voice data , the cache queue .
sspssubtaarp
- 谱减法去除语音噪声的c语言程序源码1。。。。效果还能 。推荐大家下载。-C language program, spectral subtraction to remove the voice noise source. . . . The effect also. Recommend you to download. Can be used directly.
matlab实现语音增强
- 本程序包括用维纳滤波和卡尔曼滤波两种方法实现去噪,以实现语音增强。音频文件为wav格式,采样率44100。噪声为高斯白噪声样本。
维纳滤波去除噪声
- 通过维纳滤波去除一段语音信息的噪声,并给出频谱
duandianjiance
- 端点检测程序,用于排除干扰的语音噪声,检测有效段语音-Endpoint detection procedures for voice exclude the interference noise, detection and effective voice segment
噪声最小值跟踪算法
- 噪声最小值跟踪算法,用于语音增强,matlab源程序
pujianfa
- 谱减法,语音噪声降低处理,MATLAB程序编程,用于识别系统-spectral subtraction
MATLAB
- 通过设计数字滤波器,实现对语音信号的检测去除噪声,加深对数字滤波器设计理解(Through the design of digital filters, to achieve the detection of voice signals to remove noise, deepen the understanding of digital filter design)
OMLSA
- 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
addnoise_asl
- 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.)
pujian
- matlab实现的传统语音降噪声使用的谱减增强算法,含有维纳滤波算法,请大家参考学习。(Matlab implementation of the traditional voice reduced noise spectrum enhancement algorithm, contains Wiener filtering algorithm, please refer to the study.)
yuyin
- 语音滤波信号。可以去除部分噪声,使语音信号更加纯净(Speech filter signal)
ABSE
- 熵值越大则每个符号包含的平均信息量越大。有研究发现,在有噪声的语音信号中,语音信号的熵和噪声信号的熵存在着较大的差异,对噪声信号来说在整个频带内分布相对平坦,熵值小,语音信号集中在某些特定频段内,熵值大。因此利用这个差异可以区分噪音段和语音段。(The greater the entropy is, the greater the average information of each symbol is. It is found that, in noisy speech signals, t
Voice enhancement
- 使用MATLAB平台,实现对语音信号的噪声估计,以方便滤除噪声,实现语音增强。(Using the MATLAB platform, noise estimation of the speech signal is implemented to facilitate noise filtering and speech enhancement.)