/************************************************************************
?*??????????????????????????????????????????????????????????????????????*
?*??Program?packages?‘myHMM‘?:??????????????????????????????????????????*
?*??????????????????????????????????????????????????????????????????????*
?*??myHMM.c?????????????????????????????????????????????????????????????*
?*???-the?main?program?for?myHMM?hidden?Markov?model（myHMM隱馬爾可夫模?*
?*?????型的主程序?）????????????????????????????????????????????????????*
?*??Version?0.1?????????????????????????????????????????????????????????*
?*??Date:?3?May?2003????????????????????????????????????????????????????*
?*??????????????????????????????????????????????????????????????????????*
?*??NOTE:?This?program?package?is?copyrighted?in?the?sense?that?it??????*
?*??may?be?used?for?scientific?purposes.?The?package?as?a?whole?or?????*
?*??parts?thereof?cannot?be?included?or?used?in?any?commercial?????????*
?*??application?without?written?permission?granted?by?its?producents.???*
?*??No?programs?contained?in?this?package?may?be?copied?for?commercial??*
?*??distribution.???????????????????????????????????????????????????????*
?*??????????????????????????????????????????????????????????????????????*
?*??All?comments?concerning?this?program?package?may?be?sent?to?the?????*
?*??e-mail?address?‘dcslgl@nus.edu.sg‘.?????????????????????????????????*
?*??????????????????????????????????????????????????????????????????????*
?************************************************************************/

/*************************************************************************
NAME
?????myHMM?-?train?the?hidden?Markov?model（訓練hmm模型）

SYNOPSIS
?????myHMM?-hmm?[HMM]?[-train?trainFile]?[-trainedHmm?trainedHmmFile]
?????[-test?testFile]?[-tested?testedFile]?[-mode?mode]

DEscriptION

?????Input:
???????required:?pre-defined?hidden?Markov?model
???????optional:?training?data?testing?data

?????Output:
???????optional:?trained?hidden?Markov?model?tested?result

?????Global?variables:全局變量
???????N:?integer?number?of?states??狀態數
???????M:?integer?number?of?observations?觀察值序列的長度
???????T:?integer?the?length?of?the?longest?input?sequence最長的輸入序列的長度？
???????S:?integer?finite?set?of?possible?states可能狀態的有限集合
???????O:?integer?finite?set?of?possible?observations?觀測值集合
???????t:?double?transition?matrix:?N?x?N狀態轉移矩陣
???????e:?integer?emission?matrix:?N?x?M?輸出觀測值概率集合
???????pi:?integer?initial?state?distribution:?1?x?N?初始狀態分配

???????%%?A?hidden?Markov?model?（HMM）?is?a?five-tuple?（SOtepi）.
???????%%?Let?lambda?=?{tepi}?denote?the?parameters?for?a?given?HMM
???????%%?with?fixed?S?and?O.

???????%%?There?are?three?basic?problems?in?HMM:
???????%%?1）?probability?of?the?observation?sequence?given?the?HMM?model
???????%%???->?forward?algorithm?&?backward?algorithm
???????%%?2）?the?most?probable?state?path?of?the?observation?sequence
???????%%???given?the?HMM?model
???????%%???->?Vi

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2013-05-07?16:22??myHMMsource\
?????目錄???????????0??2013-05-07?13:31??myHMMsource\Debug\
?????文件???????14064??2013-05-06?21:12??myHMMsource\Debug\02.txt
?????文件???????16257??2013-05-06?20:34??myHMMsource\Debug\2b.txt
?????文件??????????37??2013-05-07?15:17??myHMMsource\Debug\TESTED_FILE.txt
?????文件??????????11??2013-05-07?15:17??myHMMsource\Debug\TESTING.txt
?????文件????????2553??2013-05-07?13:23??myHMMsource\Debug\default.trainedHmm
?????文件????????2553??2013-05-07?13:14??myHMMsource\Debug\default.trainedHmm.bak
?????文件??????237636??2013-05-07?12:43??myHMMsource\Debug\myHMM.exe
?????文件??????290836??2013-05-07?12:43??myHMMsource\Debug\myHMM.ilk
?????文件???????49917??2013-05-07?12:43??myHMMsource\Debug\myHMM.obj
?????文件??????214068??2013-05-06?21:27??myHMMsource\Debug\myHMM.pch
?????文件??????533504??2013-05-07?12:43??myHMMsource\Debug\myHMM.pdb
?????文件?????????522??2013-05-02?17:42??myHMMsource\Debug\s13.hmm
?????文件??????????62??2004-02-26?15:20??myHMMsource\Debug\train.dat
?????文件????????2553??2013-05-07?15:17??myHMMsource\Debug\trainedhmmfile.txt
?????文件???????33792??2013-05-07?14:59??myHMMsource\Debug\vc60.idb
?????文件???????53248??2013-05-07?12:43??myHMMsource\Debug\vc60.pdb
?????目錄???????????0??2013-05-06?21:14??myHMMsource\Debug\測試文件mfcc男聲\
?????文件???????14064??2013-05-06?21:12??myHMMsource\Debug\測試文件mfcc男聲\02.txt
?????文件???????13900??2013-05-06?21:12??myHMMsource\Debug\測試文件mfcc男聲\03.txt
?????文件???????11730??2013-05-06?21:13??myHMMsource\Debug\測試文件mfcc男聲\07.txt
?????文件???????12932??2013-05-06?21:13??myHMMsource\Debug\測試文件mfcc男聲\08.txt
?????目錄???????????0??2013-05-06?20:41??myHMMsource\Debug\訓練文件mfcc（男聲）\
?????文件???????16665??2013-05-06?20:32??myHMMsource\Debug\訓練文件mfcc（男聲）\0a.txt
?????文件???????16344??2013-05-06?20:33??myHMMsource\Debug\訓練文件mfcc（男聲）\0b.txt
?????文件???????16264??2013-05-06?20:39??myHMMsource\Debug\訓練文件mfcc（男聲）\1a.txt
?????文件???????16487??2013-05-06?20:33??myHMMsource\Debug\訓練文件mfcc（男聲）\1b.txt
?????文件???????16214??2013-05-06?20:39??myHMMsource\Debug\訓練文件mfcc（男聲）\2a.txt
?????文件???????16257??2013-05-06?20:34??myHMMsource\Debug\訓練文件mfcc（男聲）\2b.txt
?????文件???????16287??2013-05-06?20:39??myHMMsource\Debug\訓練文件mfcc（男聲）\3a.txt
............此處省略201個文件信息