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    文件類型: .zip
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    發(fā)布日期: 2023-10-31
  • 語言: C/C++
  • 標簽: matlba??GMM??

資源簡介

這個是我參照網(wǎng)上的一些代碼寫的,可以訓練和識別,但是沒有做預處理,所以錄音時要注意不要出現(xiàn)沒聲音的片段,識別率不是很高,可以做一下參考! code=train('train\',4) %訓練 test('test\',8,code) %識別

資源截圖

代碼片段和文件信息

function?y?=?cmvnpdf(X?Mu?Sigma)
%CMVNPDF?????-?(Complex?range)?multivariate?normal?probability?density?function?(pdf).
%???Y?=?CMVNPDF(X)?returns?the?n-by-1?vector?Y?containing?the?probability
%???density?of?the?multivariate?normal?distribution?with?zero?mean?and
%???identity?covariance?matrix?evaluated?at?each?row?of?the?n-by-d?matrix
%???X.?Rows?of?X?correspond?to?observations?and?columns?correspond?to
%???variables?or?coordinates.
%
%???Y?=?CMVNPDF(XMU)?returns?the?density?of?the?multivariate?normal
%???distribution?with?mean?MU?and?identity?covariance?matrix?evaluated
%???at?each?row?of?X.??MU?is?a?1-by-d?vector?or?an?n-by-d?matrix?in?which
%???case?the?density?is?evaluated?for?each?row?of?X?with?the?corresponding
%???row?of?MU.??MU?can?also?be?a?scalar?value?which?CMVNPDF?replicates?to
%???match?the?size?of?X.
%
%???Y?=?CMVNPDF(XMUSIGMA)?returns?the?density?of?the?multivariate?normal
%???distribution?with?mean?MU?and?covariance?SIGMA?evaluated?at?each?row
%???of?X.??SIGMA?is?a?d-by-d?matrix?or?an?d-by-d-by-n?array?in?which?case
%???the?density?is?evaluated?for?each?row?of?X?with?the?corresponding?page
%???of?SIGMA?i.e.?CMVNPDF?computes?Y(I)?using?X(I:)?and?SIGMA(::I).
%???Pass?in?the?empty?matrix?for?MU?to?use?its?default?value?when?you?want
%???to?only?specify?SIGMA.
%
%???If?X?is?a?1-by-d?vector?CMVNPDF?replicates?it?to?match?the?leading
%???dimension?of?MU?or?the?trailing?dimension?of?SIGMA.
%
%???Example:
%
%??????mu?=?[1?-1];
%??????Sigma?=?[.9?.4;?.4?.3];
%??????X?=?mvnrnd(mu?Sigma?10);
%??????p?=?cmvnpdf(X?mu?Sigma);
%
%???See?also?MVNRND?NORMPDF.

%???Copyright?1993-2002?The?MathWorks?Inc.
%???Revision:?1.2???Date:?2002/03/28?16:51:27

%???Modified?by?Pekka?Paalanen?LUT?2003
%???
%
%???$Name:??$
%???$Revision:?1.1?$??$Date:?2004/08/16?15:06:44?$

if?nargin?????error(‘Requires?the?input?argument?X.‘);
elseif?ndims(X)?>?2
????error(‘X?must?be?a?matrix.‘);
end

%?Get?size?of?data.??Column?vectors?provisionally?interpreted?as?multiple?scalar?data.
[nd]?=?size(X);

%?Assume?zero?mean?data?are?already?centered
if?nargin?????X0?=?X;
?
?%?Get?scalar?mean?and?use?it?to?center?data
elseif?prod(size(Mu))?==?1
????X0?=?X?-?Mu;

%?Get?vector?mean?and?use?it?to?center?data
elseif?ndims(Mu)?==?2
????[n2d2]?=?size(Mu);
????if?d2?~=?d?%?has?to?have?same?number?of?coords?as?X
????????error(‘X?and?MU?must?have?the?same?number?of?columns.‘);
????elseif?n2?==?n?%?lengths?match
????????X0?=?X?-?Mu;
????elseif?n2?==?1?%?mean?is?a?single?row?rep?it?out?to?match?data
????????X0?=?X?-?repmat(Mun1);
????elseif?n?==?1?%?data?is?a?single?row?rep?it?out?to?match?mean
????????n?=?n2;
????????X0?=?repmat(Xn21)?-?Mu;
????else?%?sizes?don‘t?match
????????error(‘X?or?MU?must?be?a?row?vector?or?X?and?MU?must?have?the?same?number?of?rows.‘);
????end
?????
?else
???error(‘MU?must?be?a?matrix.‘);

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2011-05-12?22:49??GMM模型建立和mfcc參數(shù)的取得方法\
?????文件????????6613??2005-04-06?21:25??GMM模型建立和mfcc參數(shù)的取得方法\cmvnpdf.m
?????文件????????3208??2005-04-06?21:18??GMM模型建立和mfcc參數(shù)的取得方法\covfixer2.m
?????文件????????2147??2006-06-22?19:07??GMM模型建立和mfcc參數(shù)的取得方法\enframe.m
?????文件????????1104??2005-06-02?16:10??GMM模型建立和mfcc參數(shù)的取得方法\estS_generate.m
?????文件?????????161??2009-07-24?11:31??GMM模型建立和mfcc參數(shù)的取得方法\gauss.m
?????文件????????1099??2011-05-12?22:27??GMM模型建立和mfcc參數(shù)的取得方法\getargs.m
?????文件?????????858??2009-07-14?22:52??GMM模型建立和mfcc參數(shù)的取得方法\getmfcc.m
?????文件????????5494??2009-09-07?15:05??GMM模型建立和mfcc參數(shù)的取得方法\gminitial.m
?????文件?????????879??2005-04-14?18:46??GMM模型建立和mfcc參數(shù)的取得方法\gmmb_cmeans.m
?????文件????????5477??2011-05-12?22:20??GMM模型建立和mfcc參數(shù)的取得方法\gmmb_em.asv
?????文件????????5493??2011-05-12?23:10??GMM模型建立和mfcc參數(shù)的取得方法\gmmb_em.m
?????文件????????1132??2005-04-07?12:25??GMM模型建立和mfcc參數(shù)的取得方法\gmmb_em_init_cmeans1.m
?????文件????????1221??2005-04-06?21:13??GMM模型建立和mfcc參數(shù)的取得方法\gmmb_em_init_fcm1.m
?????文件????????5495??2009-08-07?00:56??GMM模型建立和mfcc參數(shù)的取得方法\gmminitial.m
?????文件????????1227??2005-04-04?11:43??GMM模型建立和mfcc參數(shù)的取得方法\init_fcm1.m
?????文件????????3549??2005-02-21?15:22??GMM模型建立和mfcc參數(shù)的取得方法\melbankm.m
?????目錄???????????0??2011-05-12?23:15??GMM模型建立和mfcc參數(shù)的取得方法\test\
?????文件????????1350??2011-05-12?23:14??GMM模型建立和mfcc參數(shù)的取得方法\test.m
?????文件??????317398??2011-05-12?11:36??GMM模型建立和mfcc參數(shù)的取得方法\test\s1.wav
?????文件??????375610??2011-05-11?23:06??GMM模型建立和mfcc參數(shù)的取得方法\test\s2.wav
?????文件??????266242??2011-05-12?11:40??GMM模型建立和mfcc參數(shù)的取得方法\test\s3.wav
?????文件??????266242??2011-05-12?23:02??GMM模型建立和mfcc參數(shù)的取得方法\test\s4.wav
?????文件??????522022??2011-05-12?23:03??GMM模型建立和mfcc參數(shù)的取得方法\test\s5.wav
?????文件??????248602??2011-05-12?23:05??GMM模型建立和mfcc參數(shù)的取得方法\test\s6.wav
?????文件??????190390??2011-05-12?23:13??GMM模型建立和mfcc參數(shù)的取得方法\test\s7.wav
?????文件??????271534??2011-05-12?23:15??GMM模型建立和mfcc參數(shù)的取得方法\test\s8.wav
?????目錄???????????0??2011-05-12?23:14??GMM模型建立和mfcc參數(shù)的取得方法\train\
?????文件????????1844??2011-05-12?22:30??GMM模型建立和mfcc參數(shù)的取得方法\train.asv
?????文件????????1013??2011-05-12?22:50??GMM模型建立和mfcc參數(shù)的取得方法\train.m
?????文件??????329746??2011-05-11?23:05??GMM模型建立和mfcc參數(shù)的取得方法\train\s1.wav
............此處省略4個文件信息

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