資源簡介
GMM說話人識別平臺全套,從特征提取到模式識別,到識別率,一整套都有
代碼片段和文件信息
function?distance?=CalDistance(wavFilecode_mfcc1code_mfcc2)
if?~exist(‘code_mfcc1‘?‘var‘)
????load(‘mofang.mat‘);
????code_mfcc1?=?code_mfcc_liujitong;
????code_mfcc2?=?code_mfcc_mofang;
end
%?讀取給定語音并生成mfcc特征
[wavfs]?=?wavread(wavFile);
mfccData?=?melcepst(wavfs‘M‘2024512128);
Data=mfccData‘;
%?根據語音特征計算說話人模型下的先驗概率,并根據KL距離(也稱為互信息距離)計算兩模型的距離
loglike1?=?comploglik(Datacode_mfcc1.Priorscode_mfcc1.Mucode_mfcc1.Sigma);
loglike2?=?comploglik(Datacode_mfcc2.Priorscode_mfcc2.Mucode_mfcc2.Sigma);
P1?=?exp(loglike1);
P2?=?exp(loglike2);
%?根據文獻中資料計算兩模型間距離distance
distance?=?P1*log(P1/P2)+P2*log(P2/P1);
end
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件????????705??2012-07-20?20:27??matlab說話人識別測試平臺\CalDistance.m
?????文件?????974898??2012-04-19?14:23??matlab說話人識別測試平臺\code_mfcc100.mat
?????文件????????305??2011-09-29?12:33??matlab說話人識別測試平臺\comploglik.m
?????文件???????5561??2011-09-30?20:07??matlab說話人識別測試平臺\EM.m
?????文件???????1645??2009-07-22?13:25??matlab說話人識別測試平臺\EM_init_kmeans.m
?????文件???????2895??2009-11-01?21:08??matlab說話人識別測試平臺\enfr
?????文件???????2535??2012-07-11?10:55??matlab說話人識別測試平臺\frq2mel.m
?????文件????????958??2009-07-22?13:25??matlab說話人識別測試平臺\gaussPDF.m
?????文件???????1397??2012-07-16?16:06??matlab說話人識別測試平臺\generateMFCC.m
?????文件???????2040??2012-07-11?14:21??matlab說話人識別測試平臺\generateSCF.m
?????文件???????2484??2012-07-11?17:25??matlab說話人識別測試平臺\generateSCM.m
?????文件????????768??2012-07-18?13:54??matlab說話人識別測試平臺\main.m
?????文件????4194411??2012-04-09?14:26??matlab說話人識別測試平臺\matlab.mat
?????文件?????280064??2012-09-08?09:54??matlab說話人識別測試平臺\matlab語者識別平臺文檔.vsd
?????文件????????296??2011-09-30?17:30??matlab說話人識別測試平臺\mearuellks.m
?????文件???????2525??2012-07-11?10:55??matlab說話人識別測試平臺\mel2frq.m
?????文件??????11383??2010-01-02?20:58??matlab說話人識別測試平臺\melbankm.m
?????文件???????5077??2009-10-19?10:20??matlab說話人識別測試平臺\melcepst.m
?????文件????????521??2010-05-07?16:54??matlab說話人識別測試平臺\melfb.m
?????文件????????434??2012-07-10?19:59??matlab說話人識別測試平臺\mfcc.m
?????文件????2114672??2012-07-23?13:00??matlab說話人識別測試平臺\mfcc_scf_llkdistribute.mat
?????文件????????224??2012-07-20?20:28??matlab說話人識別測試平臺\mofang_distance.m
?????文件???13732012??2012-07-11?10:59??matlab說話人識別測試平臺\new.wav
?????文件????1874616??2012-07-11?11:08??matlab說話人識別測試平臺\noNoise_mfcc.mat
?????文件????1050512??2012-04-18?14:16??matlab說話人識別測試平臺\noNoise_mfcc100.mat
?????文件?????404277??2012-03-14?16:43??matlab說話人識別測試平臺\noNoise_mfcc40.mat
?????文件???????2116??2007-05-04?07:01??matlab說話人識別測試平臺\rdct.m
?????文件???????1873??2010-12-10?14:25??matlab說話人識別測試平臺\rfft.m
?????文件????????808??2012-06-08?17:16??matlab說話人識別測試平臺\scf.m
?????文件????????592??2012-07-10?09:59??matlab說話人識別測試平臺\SCFfeature.m
............此處省略18個文件信息
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