搜索资源列表
VQ_HMM
- 用matlab编程来实现,用HMM模型进行孤立词的语音识别-using Matlab programming to achieve with HMM term isolation of Speech Recognition
情感识别
- 压缩包中的一系列matlab程序实现了“特定人群语音情感识别”这一新颖的研究课题。具体介绍请见压缩包中的论文。-compressed in a series of Matlab program of "specific emotional crowd voice recognition" of the new study. Specific details of compressed see the papers.
hmm_matlab
- 基于HMM的语音识别matlab软件,可防止数据溢出等错误-This speech recognition software based on HMM algorithm.It can prevent many errors such as data overflow effectively.
newpnn
- 基于概率神经网络的数字语音识别matlab程序-probabilistic neural network based on the number of voice recognition procedures Matlab
dtw__textdtw
- matlab实现的语音识别DTW算法已经相应的测试程序。-Matlab achieve DTW speech recognition algorithm has the corresponding test procedures.
Lpcanddtw
- 本程序运用matlab做的语音识别,包含语音检测,滤波-the procedures used Matlab to do voice recognition, including voice detection, filtering, etc.
dtw2
- 在语音识别中使用matlab的的dtw(动态弯折匹配)源代码。-in Speech Recognition of the use of Matlab dtw (dynamic Meander match) source code.
cdhmm
- matlab下实现的用于语音识别的一些算法,包括hmm参数提取,viterbi识别算法,mfcc参数提取算法,端点检测算法等,对于做语音识别的来说都是很有用的-under Matlab for the voice recognition algorithm, including hmm parameter extraction, Recognition Viterbi algorithm, mfcc parameter extraction algorithm, endpoint detecti
yuyinchuli
- 在matlab平台利用GUI界面实现录音,播放。并对语音信号进行频谱分析,特定人语音识别,混响,混频等基础功能。(On the MATLAB platform, the GUI interface is used to record and play. And the speech signal spectrum analysis, specific speech recognition, reverberation, mixing and other basic functions.)
数字语音处理及MATLAB仿真_张雪英编著第二版
- 数字语音处理及MATLAB仿真_张雪英编著第二版 源码(Digital audio processing and MATLAB simulation _ Zhang Xueying edited version second source code)
案例1 BP神经网络的数据分类-语音特征信号分类
- 前馈循环神经网络,用于处理语音识别,里面是matlab源代码,以及实例。学习神经网络算法很有帮助。(Feed forward recurrent neural network for speech recognition, which is the matlab source code, and an example. Learning neural network algorithms is very helpful.)
singleWord
- 利用matlab实现少量的词汇识别,包含了训练和识别的功能(Using MATLAB to realize a small amount of vocabulary recognition)
lab
- 端点检测、基因频率检测、说话人性别识别、GUI界面(Speaker sex identification)
sssb
- 实现手势识别 详见文件及注释 % Edit the above text to modify the response to help ShowNShot % Last Modified by GUIDE v2.5 11-May-2012 20:53:53 % Begin initialization code - DO NOT EDIT(Realization of gesture recognition % SHOWNSHOT MATLAB code for Sh
SpeechRec.part
- MATLAB下,采用DTW算法进行语音识别,其中特征参数的提取(MFCC)(MATLAB, DTW algorithm is used to recognize speech, and the extraction of feature parameters (MFCC).)
matlab_hmm
- matlab基于HMM的语音识别完整代码(需要修改程序里的路径以找到文件)(matlab)
dtw
- 可以用来实现dtw。在孤立词语音识别中,最为简单有效的方法是采用DTW(Dynamic Time Warping,动态时间归整)算法,该算法基于动态规划(DP)的思想,解决了发音长短不一的模板匹配问题,是语音识别中出现较早、较为经典的一种算法,用于孤立词识别。HMM算法在训练阶段需要提供大量的语音数据,通过反复计算才能得到模型参数,而DTW算法的训练中几乎不需要额外的计算。所以在孤立词语音识别中,DTW算法仍然得到广泛的应用。(Can be used to implement DTW)
SentimentAnalysiswithSpeechAnalysis
- 该MATLAB例程是基于演讲的语音韵律分析工具,用于情感识别(The MATLAB routine is a sentiment analysis tool based on a speech prosodic analysis and used for sentiment recognition.)
语音情感识别
- 情感语音识别的基本环境是传统的机器学习方法,即使用特征参数有监督的训练模型,然后使用测试集进行识别。常用的、也比较简单的就是:支持向量机SVM。该识别网络性能较好,且学习资源较丰富,还有matlab的工具箱。需要下载工具包,设置路径添加到MATLAB中即可使用。
语音基频识别
- 男女生识别、文字端点检测 sgn.m是判断符号的函数 在使用GUI时输入的数字必须为英文状态下(搜狗输入法英文) 端点检测和基频计算是在GUI m文件转到GUI中,基本没什么变化,主要就是使用了全局变量。(Gender recognition and text endpoint detection SGN. M is a function of judging signs When using GUI, the input number must be in English Endpoin