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 Platform: |
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Author:站长 |
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Description: 说话人识别方法及其系统的应用开发研究.毕业设计论文,详细.本文对说话人识别方法应用作了较深入系统的研究。采用的方法分别是矢量量化(VQ)识别方法、隐马尔可夫模型(HMM)识别方法、高斯混合模型(GMM)识别方法。-Speaker Recognition Method and system development and research. Graduate design thesis in detail. In this paper, methods of application of speaker recognition system were made more in-depth research. Methods used are vector quantization (VQ) identification methods, hidden Markov model (HMM) to identify methods, Gaussian mixture model (GMM) identification methods. Platform: |
Size: 623616 |
Author:叶小勇 |
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Description: 常用的说话人识别方法有模板匹配法、统计建模法、联接主义法(即人工神经网络实现)。考虑到数据量、实时性以及识别率的问题，采用基于矢量量化和隐马尔可夫模型(HMM)相结合的方法。
说话人识别的系统主要由语音特征矢量提取单元(前端处理)、训练单元、识别单元和后处理单元组成，
-Commonly used methods of speaker recognition template matching method, statistical modeling method, and connection method (ie, artificial neural networks). Taking into account the amount of data, real-time as well as the recognition rate of the problem, based on vector quantization and Hidden Markov Model (HMM) method of combining. Speaker recognition system mainly by the voice feature vector extraction unit (front-end treatment), training modules, identification and post-treatment unit modules, Platform: |
Size: 64512 |
Author:孙丽 |
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Description: speech recognition using hidden markov model making it speaker independent
Using Matlab 7.5[2008b] Platform: |
Size: 10031104 |
Author:kani |
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Description: hmm语音识别程序，能根据参数，训练模型和计算出模型距离，对于学习和编写有关隐马尔科夫语音识别程序很有帮助-hmm speaker recognition program，use it you can directly write an hmm program easly. Platform: |
Size: 15360 |
Author:hstmg |
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Description: this code contain function and simple program for voice pattern recognition using MELCEPST Platform: |
Size: 4096 |
Author:kotakungu |
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Description: HMM语音识别，文本相关或文本无关均使用的说话人模型-HMM speech recognition, text-related or text-independent speaker model are used Platform: |
Size: 776192 |
Author:vivilau |
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Description: 关于隐马尔可夫的说话人识别的幻灯片，查阅了大量的文献，来之不易，欢迎大家前来参考，并给与意见。-Slide on Hidden Markov speaker recognition, access to a large body of literature, not easy to come by, welcome to come to refer to, and give their views. Platform: |
Size: 561152 |
Author:wuyanwen |
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Description: 主要应用HMM模型训练语音数据，实现说话人识别的功能(The HMM model is used to train voice data to realize speaker recognition.) Platform: |
Size: 14374912 |
Author:丿风起 |
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Search - Speaker Recognition hmm