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HMMforspeechrecogntion

于 2010-01-05 发布 文件大小:1152KB
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  一个可执行的HMM语音识别程序例程,实现了对10个数字音的识别程序,包含了HMM语音识别中的分段,MFCC特征提取,Baum-Welch训练,及Viterbi等算法,通过此例程可以很好的理解HMM的算法原理(An executable HMM-based 10 digits speech recogntion program example. this code zip file includes segmentation, MFCC feature extraction, Baum-Welch based re-estimation and Viterbi algorithm involved in HMM. it helps much better understand the HMM algorithm and its application for speech recogntion. )

文件列表:

HMM matlab source
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  • Speech
    语音识别功能,可以直接说话进行识别,然后转换成文字(Speech recognition)
    2013-01-29 20:27:08下载
    积分:1
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    mfcc参数提取过程,具体内容可以参看参考(MFCC parameter extraction process)
    2020-06-22 06:20:01下载
    积分:1
  • ACFandAMDFpitch
    短时自相关和短时平均幅度差计算基音周期的matlab程序,附带有原语音信号(Short-term autocorrelation and short-term average deviation of pitch period matlab program, comes with the original speech signal)
    2013-08-13 09:02:28下载
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    voice recognition using mfcc
    2012-11-21 18:46:03下载
    积分:1
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    一个简易的端点检测程序,已经实现,包括基于过零率、短时能量的双门限判决方法。(a simple endpoint detection procedures has been achieved, including on the basis of zero rate Short-term dual energy threshold judgment method.)
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    基于单通道的在线次级通道建模的主动 噪声控制FXLMS算法的MATLAB实现( a single channel feed-forward active noise control system based on On-line secondary path modellingthe FxLMS alogrithms You can find many information about this simulation in "Use of random noise for online transducer estimate in an adaptive attenuation system " written by L,J Eriksson and M.A Allie in 1989.)
    2012-12-03 15:41:11下载
    积分:1
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    LMS多麦克风语音降噪的主程序是lmsspdn.m(Multi-microphone noise reduction LMS voice is the main program lmsspdn.m)
    2020-07-04 19:00:01下载
    积分:1
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    为均衡带限信号所引起失真的横向或格型自适应均衡器(其中横向FIR系统长M=11), 系统输入是取值为±1的随机序列 ,其均值为零;参考信号 ;信道具有脉冲响应: 式中w用来控制信道的幅度失真(w = 2~4,例如,取w = 2.9,3.1,3.3,3.5等),而且信道受到均值为零、方差为 (例如,取 ,相当于信噪比为30dB)的高斯白噪声 的干扰。试比较基于下列五种算法自适应均衡器在不同信道失真、不同噪声干扰下的收敛情况(对应于每一种情况,在同一坐标下画出其学习曲线): 横向/格-梯型结构LMS算法[1-4] 横向/格-梯型结构RLS算法[1-4] ()
    2007-09-12 20:18:58下载
    积分:1
  • corrcoef
    C语音实现Matlab corrcoef(求两个信号的互相关系数),包括了Matlab的对比验证源代码(Calculate the correlation coefficient refer the Matlab function:corrcoef)
    2016-04-09 11:19:52下载
    积分:1
  • matlab_pitch_tone
    基音提取并换算成音高,matlab程序,加入了优化的功能使得结果更好(Pitch extraction and converted into pitch, matlab program, joined the optimization of the function of making the results better)
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