▍1. kaerman
语音信号去噪,在MATLAB开发环境下,对含噪声的语音信号进行卡尔曼滤波,实现语音增强的功能。(The voice signal denoising, the Kalman filter, the noisy speech signal in the MATLAB development environment Wave, speech enhancement.)
语音信号去噪,在MATLAB开发环境下,对含噪声的语音信号进行卡尔曼滤波,实现语音增强的功能。(The voice signal denoising, the Kalman filter, the noisy speech signal in the MATLAB development environment Wave, speech enhancement.)
谱减法自适应滤波以及听觉掩蔽效应00865833(Spectral subtraction )
基于GMM模型实现语音转换,通过GMM模型对谱包络的建模,实现男女,个性化语音之间转换(Voice conversion using GMM model)
基于语音的人类年龄自动估计算法实现,效率比较高(voice-based human age estimation algorithm automatically to achieve more efficient)
基于矢量量化的孤立词语音识别系统看,性能良好,Matlab 实现!(Based on vector quantization of isolated word speech recognition system to see, good performance, Matlab to achieve!)
西奥多里蒂斯著,李晶皎译 本书系统阐述了模式识别的原理与方法,并在此基础上介绍了模式识别的应用。全书分为:基础部分和应用部分:基础部分主要包括统计模式识别、模糊模式识别、神经网络模式识别等内容;应用部分有车牌识别和语音识别。 (This paper discussed the principles and methods of pattern recognition, and based on this, the application of pattern recognition. Encyclopedia is divided into: basic part and application part: basic parts mainly include statistical pattern recognition, the fuzzy pattern recognition, neural network pattern recognition content Application part have license plate identification and voice recognition.)
绘制语音信号的 WVD 分布,对时频工具箱中的 tfrwv 及 tfrspwv 函数的使用进行了详细说明(The way of drawing speech signals WVD was shown in the m file, and corresponding functions tfrwv and tfrspwv were discussed thoroughly.)
一个HMM的Matlab实现方法,可实现孤立词语音识别(Matlab implementation of a HMM methods, an isolated word speech recognition can be achieved)
matlab中语谱图实现代码,语谱图表示语音信号随时间而变化的谱特性(matlab implementation code in the spectrogram, spectrogram that change over time speech signal spectral characteristics of)
语音信号处理中用于说话认识别中预处理部分的分帧函数代码(Speech signal processing for speech understanding in other parts of the sub-frame in the pre-function code)
这是我的毕业设计的完整程序,非常有参考价值,包括数据,预处理,训练,识别,包括眼马尔科夫模型和神级网络,马上毕业了,传上做个纪念(This is my graduation project of the complete program is very valuable, including data, preprocessing, training, recognition, including the eye-level Markov model and the God of the network, once graduated, to be a memorial mass on )
gmm模型下的语音情感识别系统,GMM只是一个数学模型,只是对数据形态的拟和,但是和你所看到的数据分布存在出入也是正常的,因为用EM估计GMM的那些参数时,一般假设我们所得到的数据是不完备的(也就是说假设我们看到的数据分布不是真正的分布,它在运算时把那部分丢失或者叫隐藏的数据“补”上了)(gmm model speech emotion recognition system, GMM is a mathematical model, but fitting the data form, but you can see there is access to the data distribution is normal, because those with the EM estimated GMM parameters, the general assumption we get the data is incomplete (that is, assuming we see the distribution of the data distribution is not real, it is part of the operation at the time that is lost or hidden data is called " fill" on the))
基于MFCC的GMM的说话人识别,是很好的语音处理程序(MFCC of the GMM based speaker recognition, speech processing is a very good program)
语音信号的录音、读入、放音等:利用函数wavread对语音信号进行采样,记住采样频率和采样点数,给出以下语音的波形图(2.wav),wavread的用法参见mablab帮助文件。利用wavplay或soundview放音。也可以利用wavrecord自己录制一段语音,并进行以上操作(需要话筒)。 (Speech signal recording, reading, playback, etc.: the voice signal using the function wavread sampling, sampling frequency and sampling points to remember, given the following speech waveform (2.wav), wavread usage see mablab help file. Using wavplay or soundview playback. Can also record a voice using wavrecord own, and the above operation (requires microphone).)