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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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语音识别配套的VQ及DHMM模型训练程序,C语言,已经定点化,可直接移植到8位MCU或16位DSP中。与目前市面的语音识别玩具的算法基本一致,非常实用,仅供大家参考,别去抢人家饭碗才好。-speech recognition and matching VQ DHMM model training procedures, C language, has been positioned, can be directly transplanted to eight 16-bit MCU or DSP.
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说话人识别是语音识别的一种特殊方式,其目的不是识别语音内容,而是识别说话人是谁,即从语音信号中提取个人特征。采用矢量量化(VQ)可避免困难的语音分段问题和时间归整问题,且作为一种数据压缩手段可大大减少系统所需的数据存储量。本文提出了识别特征选取采用复倒谱特征参数和对应用VQ的说话人识别系统改进的一种方法。当用于训练的数据量较小时,复倒谱特征可以得到比较稳定的识别性能。VQ的改进方法避免了说话人识别系统的训练时间与使用时间相差过长从而导致系统的性能明显下降以及若利用自相关函数带来的大量运算。-Sp
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语音识别中的矢量量化(vq)的matlab程序,希望可以帮到需要的人-Speech Recognition vector quantization (vq) Matlab procedure, the desire to help people in need
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语音识别VQ全过程的matlab程序,运行测试能出结果,希望对你们有用,实在没点数才把自己压箱底的东西拿出来,-VQ whole process of speech recognition matlab program, run the test to the result, I hope helpful for you, only then it did not point out what their own bottom pressure, the hum
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DTW+VQ实现的语音识别
UIUC提供,包含样本
只需将.txt改成.m-DTW+ VQ implementation of speech recognition . provide by UIUC, including samples simply. Txt into. M
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this file is for speech recognition based on vector quantisation. it has all the functions in 1 file-this file is for speech recognition based on vector quantisation. it has all the functions in 1 file..
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小波变换加VQ语音识别程序。用小波变换来提高语音特征的性能,从而提高VQ算法的识别率-Wavelet transform plus VQ speech recognition program. Using wavelet transform to improve the performance of speech features to enhance the recognition rate of VQ algorithms
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基于VQ的语音识别程序,我用了,很好用,希望帮帮大家!-VQ-based speech recognition program I used, very good use, you want to Bang Bang!
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vq方法用于语音识别。 -vq method for speech recognition.vq method for speech recognition.
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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!
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基于VQ特定人孤立词语音识别,里面有已经录好的语音(.wav)-Based on TeDingRen VQ isolated words speech recognition
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关于vq的基本知识,vq是一种语音识别技术,简述原理及方法。-Basic knowledge about the vq, vq is a speech recognition technology, outlining principles and methods.
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用于聚类的矢量量化程序,可用在相关领域,程序本为语音识别设计,可正常运行。-Used for clustering vector quantization procedure, can be used in the related field, program designed for speech recognition, can be normal operation
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实现了基于VQ的语音识别系统,里面有自己录的语料,可以实时的录入并识别十个数字的单音字,作为语音识别的初学很有帮助-Realized VQ-based speech recognition system, which has its own record of corpus, real-time entry and word recognition tone ten digits, as speech recognition beginners helpful
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基于vq的语音识别代码,很好用,请大家认真看,受益匪浅。-Speech recognition based on vq code, useful, please read and benefit a lot.
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基于VQ算法实现语音识别,参照一些网上例程,可以识别自己的语音0~9数字,附加使用说明-VQ algorithm based on speech recognition, with reference to some online routines, you can identify their own voice 0~9 figures, additional instructions for using.
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语音识别技术研究,基于MATLAB环境下制作GUI界面实现语音识别-speech recognition
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矢量量化梅尔倒谱系数孤立词识别,识别说话者声音(speech recognition VQ MFCC)
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基于Matlab简单的语音识别系统,能够通过样本训练得到最后结果。(Simple speech recognition system based on Matlab can get the final result through sample training.)
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