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Description: This class library contains more than 20 classes including feature extraction algorithms (MFCC, LPCC) and modeling techniques (HMM, GMM, DTW, VQ ) for automatic speech recognition and speaker verification
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Size: 1405952 |
Author: 站长 |
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Description: 文本无关的说话人辨认系统的DSP实时实现 比较经典的研究生毕业论文-text-independent speaker recognition system to achieve real-time DSP classic comparison postgraduate thesis
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Size: 3811328 |
Author: QHLee |
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Description: 基于 GMM的说话人辨认系统及其改进
-GMM-based Speaker Identification System and its improvement
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Size: 66560 |
Author: 余洋 |
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Description: Wavelet Subband coding for speaker recognition
The fn will calculated subband energes as given in the att tech paper of ruhi sarikaya and others. the fn also calculates the DCT part. using this fn and other algo for pattern classification(VQ,GMM) speaker identification could be achived. the progress in extraction is also indicated by progress bar.-Wavelet Subband coding for speaker recognitionThe fn will calculated subband energes as given in the att tech paper of ruhi sarikaya and others. The fn also calculates the DCT part. Using this fn and other algo for pattern classification (VQ, GMM) speaker identification could be achived. the progress in extraction is also indicated by progress bar.
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Size: 88064 |
Author: chan man man |
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Description: 本文章描述了说话人识别中GMM模型中的聚类算法的研究-This article describes the GMM Speaker Recognition Model Clustering Algorithm
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Size: 478208 |
Author: 陈彪 |
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Description: 文中详细介绍了一种基于GMM 与 SVM的说话人识别系统。包括特征提取，算法实现及实验数据。对语音处理及说话人识别技术的研究者很有帮助。-Introduce a novel speake identification system based on GMM and SVM,with feature extract,algorithm research and experiment data.This doc would be helpful to those who are working on speech or speaker identification issue.
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Size: 608256 |
Author: 张晓宇 |
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Description: 台湾张智星关于GMM的文档，很详细，做图像识别或说话人识别的对GMM有兴趣的话可以看一下-Zhang Zhi Star Taiwan GMM about the documents, in great detail, to do image recognition or speaker recognition of GMM are interested can look at
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Size: 195584 |
Author: 董飞 |
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Description: 使用GMM模式建立的语音识别系统，matlab源代码，供大家参考！-GMM model using the speech recognition system, matlab source code for your reference!
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Size: 1024 |
Author: 王良 |
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Description: Speaker Recognition by training GMM models for the speakers in the system. Also tells if there s an impostor in the system.
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Size: 560128 |
Author: sam |
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Description: 在实时平台上,高斯混合模型(GMM)具有计算有效性和易于实现的优点。最大似然规则中,模型参数不
断更新,但由于爬山特征,任意的原始模型参数估计通常将导致局部最优 遗传算法(GA)适于求解复杂组合优化问
题及非线性函数优化。提出了基于说话人识别的可以解决GMM局部最优问题的GMM/GA新算法,实验结果表明,
提出的GMM/GA新算法比纯粹的GMM算法能获得更优的效果。
- In real-time platform, the Gaussian mixture model (GMM) with the calculation of the effectiveness and easy to realize benefits. Maximum likelihood rule, the model parameters are not
Broken updates, but due to climbing features, any of the original model parameter estimation will usually result in local optimum genetic algorithm (GA) is suitable for solving complex combinatorial optimization question
Title and non-linear function optimization. Proposed speaker recognition based on GMM can solve the problem of local optimal GMM/GA new algorithm, experimental results show that the
Proposed GMM/GA new algorithm than purely GMM algorithm can get better results.
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Size: 4448256 |
Author: 于高 |
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Description: :高斯混合模型(GMM)是一种经典的说话人识别算法，本文在实现其算法的同时，主要模拟了不同噪声环境情况下高斯混合模型
(GMM)的杭嗓声性能，得到了一些有益结论。
-Gaussian mixture model (GMM) is a classic speaker recognition algorithms, this algorithm at the same time in fulfilling its main simulated environmental conditions under different noise Gaussian mixture model
(GMM) of the Hang throat sound performance, and obtained some useful conclusions.
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Size: 119808 |
Author: 于高 |
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Description: 说话人身份识别程序，采用MFCC参数提取，并建立GMM模型来进行识别-Speaker identification procedures, using MFCC extraction, and the establishment of GMM model to identify
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Size: 24576 |
Author: wangliang |
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Description: automatic Speaker recognition system using Gmm and Mf-automatic Speaker recognition system using Gmm and Mfcc
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Size: 576512 |
Author: vikram |
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Description: Speaker recognition is the task of validating individual s identity using invariant features extracted from their voices print. Speaker recognition technology common applications include authentication, surveillance and forensic applications. This Paper investigates the performance of three automatic model selections based on Gaussian Mixture Model (GMM). These approaches are Bayesian information criterion (BIC), Bayesian Ying–Yang harmony empirical learning criterion (BYY-HEC) and Bayesian Ying–Yang harmony data smoothing learning criterion (BYY-HDS). Experimental evaluation of these methods is presented.
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Size: 243712 |
Author: ZCEEE |
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Description: GMM的说话人识别系统，识别效果90 多-GMM speaker recognition system, the recognition effect more than 90
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Size: 5560320 |
Author: 竹竹 |
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Description: 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
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Size: 1180672 |
Author: 周钰川 |
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Description: 是基于matlab的语者识别系统。包括了预处理，mfcc，和gmm算法匹配。-Matlab-based speaker recognition system. Including the pretreatment, mfcc, and gmm algorithm match.
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Size: 224256 |
Author: dtjtracy |
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Description: 嵌入式基于GMM说话人确认系统的研究.pdf-Embedded-based GMM Speaker Verification System
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Size: 290816 |
Author: Jianjun |
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Description: 说话人识别很好的参考文档，是GMM搭建说话人识别系统的入门教程-Speaker Recognition good reference document, GMM build the speaker recognition system Tutorial
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Size: 579584 |
Author: shone |
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Description: 基于MATLAB实现的DWT+GMM说话人识别，附带语料库和相关论文word版，毕设作品，详细且可运行！(MATLAB based DWT+GMM speaker recognition, incidental corpus and related papers word version, set up work, detailed and run!)
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Size: 11159552 |
Author: vanirgod |
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