/**
* Fills a data table with the sample size (frequency) or the estimated a-priori
* probability of the classes.
*
* @param _this
* Pointer to this CStatistics instance
* @param idDst
* Pointer to the destination data instance
* @param bProb
* If <code>TRUE</code> the method estimates class a-priori
* probabilities otherwise it stores the classes' sample sizes
* @return <code>O_K</code> if successsfull, a (negative) error code otherwise
*/
INT16 CGEN_PUBLIC CStatistics_FreqEx
(
CStatistics* _this,
CData* idDst,
BOOL bProb
)
{
INT32 c = 0; /* Class loop counter */
INT32 C = 0; /* Number of statistics classes */
INT32 nTsz = 0; /* Total sample size */
FLOAT64* lpSsz = NULL; /* Pointer to class' c sample size */
/* Validate */ /* --------------------------------- */
if (!idDst) return IERROR(_this,ERR_NULLARG,"idDst",0,0); /* Check output data instance */
CData_Reset(idDst,TRUE); /* Clear destination instance */
CHECK_THIS_RV(NOT_EXEC); /* Check this pointer */
IF_NOK(CStatistics_Check(_this)) /* Check instance data */
return IERROR(_this,STA_NOTSETUP," ( use -status for details)",0,0); /* ... */
/* Initialize */ /* --------------------------------- */
C = CStatistics_GetNClasses(_this); /* Get number of statistics classes */
CData_Array(idDst,T_DOUBLE,1,C); /* Allocate output data instance */
CData_SetNBlocks(idDst,C); /* Set block number */
if (!CData_XAddr(idDst,0,0)) return IERROR(_this,ERR_NOMEM,0,0,0); /* Should have been successfull ... */
/* Store sample sizes / estimated a-rpior probabilities */ /* --------------------------------- */
nTsz = bProb ? CStatistics_GetNSamples(_this) : 1; /* Get frequency divident */
for (c=0; c<C; c++) /* Loop over classes */
{ /* >> */
DLPASSERT((lpSsz = CStatistics_GetPtr(_this,c,STA_DAI_SSIZE))); /* Get ptr. to class' c sample size*/
CData_Dstore(idDst,lpSsz[0]/(FLOAT64)nTsz,c,0); /* Store sample size of class c */
} /* << */
return O_K;
}
/**
* Convert f0-contour with equal spaced sampling points to pitch markers.
*
* @param idSrc source f0-contour
* @param idDst target pitch marker
* @param n target sum of pitch marker lengths
* @param srate sampling rate
* @return O_K if sucessfull, not exec otherwise
*/
INT16 CGEN_PUBLIC CPMproc::F02pm(CData *idSrc, CData* idDst, INT32 n, INT32 srate) {
INT16* p_pm = NULL;
INT32 n_pm = 0;
if(CData_IsEmpty(idSrc) == TRUE) return NOT_EXEC;
if(n <= 0) return NOT_EXEC;
DLPASSERT(CData_GetNComps(idSrc) == 1);
CREATEVIRTUAL(CData,idSrc,idDst);
CData_Reset(idDst, TRUE);
dlm_f02pm((FLOAT64*)idSrc->XAddr(0,0), idSrc->GetNRecs(), &p_pm, &n_pm, n, srate);
CData_AddComp(idDst, "pm", T_SHORT);
CData_AddComp(idDst, "v/uv", T_SHORT);
CData_Allocate(idDst, n_pm);
ISETFIELD_RVALUE(idDst, "fsr", 1000.0/srate);
dlp_memmove(idDst->XAddr(0,0), p_pm, 2*n_pm*sizeof(INT16));
/* clean up */
DESTROYVIRTUAL(idSrc,idDst)
dlp_free(p_pm);
return(O_K);
}
/**
* Expand/reduce number of pitch markers to fit new target sum of period length.
*
* @param idSrc source object
* @param idDst target object
* @param n target length
* @return O_K if sucessfull, not exec otherwise
*/
INT16 CGEN_PUBLIC CPMproc::ExpandPm(CData *idSrc, CData* idDst, INT32 n)
{
if(CData_IsEmpty(idSrc) == TRUE) return NOT_EXEC;
if(n <= 0) return NOT_EXEC;
CREATEVIRTUAL(CData,idSrc,idDst);
DLPASSERT(CData_GetNComps(idSrc) == 2);
CData_Reset(idDst, TRUE);
CData_Scopy(idDst,idSrc);
INT32 nRecsNew = 0;
INT32 nRecs = (INT32)CData_GetNRecs(idSrc);
INT16* pm_new = NULL;
if(dlm_pm_expand((INT16*)CData_XAddr(idSrc,0,0), nRecs, &pm_new, &nRecsNew, n) != O_K) {
return IERROR(this,ERR_NULLARG, "", NULL, NULL);
}
CData_Allocate(idDst,nRecsNew);
dlp_memmove(CData_XAddr(idDst,0,0), pm_new, nRecsNew*2*sizeof(INT16));
dlp_free(pm_new);
CData_CopyDescr(idDst,idSrc);
/* clean up */
DESTROYVIRTUAL(idSrc,idDst)
return(O_K);
}
/**
* Expand/reduce number of pitch markers to new number.
*
* @param idSrc source object
* @param idDst target object
* @param n target number of pitch markers
* @return O_K if sucessfull, not exec otherwise
*/
INT16 CGEN_PUBLIC CPMproc::CompressPm(CData *idSrc, CData* idDst, INT32 n)
{
if(CData_IsEmpty(idSrc) == TRUE) return NOT_EXEC;
if(n <= 0) return NOT_EXEC;
CREATEVIRTUAL(CData,idSrc,idDst);
DLPASSERT(CData_GetNComps(idSrc) == 2);
CData_Reset(idDst, TRUE);
CData_Scopy(idDst,idSrc);
CData_Allocate(idDst, n);
if(dlm_pm_compress((INT16*)CData_XAddr(idSrc,0,0),
CData_GetNRecs(idSrc),
(INT16*)CData_XAddr(idDst,0,0),
CData_GetNRecs(idDst)) != O_K) {
return IERROR(this,ERR_NULLARG, "", NULL, NULL);
}
CData_CopyDescr(idDst,idSrc);
/* clean up */
DESTROYVIRTUAL(idSrc,idDst)
return(O_K);
}
/**
* Add periods to reach desired sum od periods.
*
* @param idSrc source object
* @param idDst target object
* @param n target number of pitch markers
* @param method fill method
* @return O_K if sucessfull, not exec otherwise
*/
INT16 CGEN_PUBLIC CPMproc::Fill(CData *idSrc, CData* idDst, INT32 n, const char* method)
{
INT32 i = 0;
INT32 n_new = 0;
INT32 sum = 0;
INT16 mean_s = 0;
FLOAT64 mean = 0.0;
const char* method_default = "mean";
if(CData_IsEmpty(idSrc) == TRUE) return NOT_EXEC;
if(n <= 0) return NOT_EXEC;
if(method == NULL) method = method_default;
CREATEVIRTUAL(CData,idSrc,idDst);
DLPASSERT(CData_GetNComps(idSrc) == 2);
CData_Reset(idDst, TRUE);
CData_Copy(idDst,idSrc);
for(i = 0; i < idSrc->GetNRecs(); i++) {
sum += (INT32)idSrc->Dfetch(i,0);
}
if(!strcmp(method, "mean")) {
mean = (FLOAT64)sum / (FLOAT64)idSrc->GetNRecs();
n_new = (INT32)((FLOAT64)(n-sum) / mean);
if(n_new >= 0) {
n_new = MAX(n_new,1);
i = idDst->GetNRecs();
idDst->AddRecs(n_new, 1);
while((sum<n) && (i < idDst->GetNRecs())) {
mean_s = (INT16)((FLOAT64)(n-sum) / (FLOAT64)(idDst->GetNRecs()-i));
idDst->Dstore(mean_s,i,0);
idDst->Dstore(0,i,1);
i++;
sum += mean_s;
}
}
}
while((n-sum) > idDst->Dfetch(idDst->GetNRecs()-1,0)) {
sum -= (INT32)idDst->Dfetch(idDst->GetNRecs()-1,0);
idDst->Delete(idDst,idDst->GetNRecs()-1,1);
}
idDst->Dstore(idDst->Dfetch(idDst->GetNRecs()-1,0)-(sum-n),idDst->GetNRecs()-1,0);
CData_CopyDescr(idDst,idSrc);
/* clean up */
DESTROYVIRTUAL(idSrc,idDst)
return(O_K);
}
INT16 CDlpFile_OnFlistChanged(CDlpObject* __this)
{
GET_THIS_VIRTUAL_RV(CDlpFile,NOT_EXEC);
{
CData_Reset(_this->m_idFlistData, TRUE);
if(dlp_strlen(_this->m_lpsFlist))
{
ISETOPTION(_this,"/strings");
CDlpFile_Import(_this,_this->m_lpsFlist,"ascii",_this->m_idFlistData);
IRESETOPTIONS(_this);
_this->m_nLen = CData_GetNRecs(AS(CData,_this->m_idFlistData));
}
else _this->m_nLen = 0;
_this->m_nNfile = -1;
}
return O_K;
}
/**
* Import midi notes of a midifile into data, needs external program midiconvert
*
* @param lpsFilename Name of file to import
* @param iDst Pointer to instance to import
* @param lpsFiletype Type of file to import
* @return <code>O_K</code> if successful, a (negative) error code otherwise
*/
INT16 CGEN_PROTECTED CDlpFile_Midi_ImportMidi
(
CDlpFile* _this,
const char* lpsFilename,
CDlpObject* iDst,
const char* lpsFiletype
)
{
char lpsTempFile[L_PATH];
char lpsCmdline [3*L_PATH] = "";
INT16 nErr =O_K;
strcpy(lpsTempFile,dlp_tempnam(NULL,"dlabpro_midi_import"));
sprintf(lpsCmdline,"midiconvert %s %s", lpsFilename, lpsTempFile);
if (system(lpsCmdline)!=0) { nErr=IERROR(_this,FIL_EXEC,lpsCmdline,0,0); }
else {
CData *idDst = AS(CData,iDst);
/*Prepare data*/
CData_Reset(iDst,TRUE);
CData_AddComp(idDst,"CHAN",T_UCHAR);
CData_AddComp(idDst,"VOL",T_UCHAR);
CData_AddComp(idDst,"INST",T_UCHAR);
CData_AddComp(idDst,"NOTE",T_UCHAR);
CData_AddComp(idDst,"TIME",T_UINT);
CData_AddComp(idDst,"LGTH",T_UINT);
CData_AddComp(idDst,"VEL",T_UCHAR);
/*import*/
IF_NOK(CDlpFile_ImportAsciiToData(_this,lpsTempFile,iDst,"csv"))
nErr = IERROR(iDst,FIL_IMPORT,lpsTempFile,"csv",0);
/*Set midifilter specific data descriptions and clean data*/
CData_SetDescr(idDst, DESCR0, CData_Dfetch(idDst,0,5));
CData_DeleteRecs(idDst,0,1);
}
if (remove(lpsTempFile)==-1) nErr=IERROR(_this,FIL_REMOVE,"temporary ",lpsTempFile,0);
/* Clean up */
return nErr;
}
/**
* Convert (unequal spaced) pitch markers to f0-contour with equal spaced
* sampling points.
*
* @param idSrc source pitch marks
* @param idDst target fo-contour
* @param n target number of sampling points of f0-contour
* @param srate sampling rate
* @return O_K if sucessfull, not exec otherwise
*/
INT16 CGEN_PUBLIC CPMproc::Pm2f0(CData *idSrc, CData* idDst, INT32 n, INT32 srate) {
if(CData_IsEmpty(idSrc) == TRUE) return NOT_EXEC;
if(n <= 0) return NOT_EXEC;
DLPASSERT(CData_GetNComps(idSrc) == 2);
CREATEVIRTUAL(CData,idSrc,idDst);
CData_Reset(idDst, TRUE);
CData_AddComp(idDst, "~F0", T_DOUBLE);
CData_Allocate(idDst, n);
dlm_pm2f0((INT16*)idSrc->XAddr(0,0), idSrc->GetNRecs(), (FLOAT64*)idDst->XAddr(0,0), idDst->GetNRecs(), srate);
ISETFIELD_RVALUE(idDst, "fsr", 1000.0/srate);
/* clean up */
DESTROYVIRTUAL(idSrc,idDst)
return(O_K);
}
/*
* Manual page at statistics.def
*/
INT16 CGEN_PUBLIC CStatistics_Pool
(
CStatistics* _this,
CStatistics* iSrc,
CData* idMap
)
{
INT32 i = 0; /* Current component index */
INT32 nC = 0; /* Current pooled statistics class */
INT32 nCs = 0; /* Current source class index */
INT32 nXC = 0; /* Number of pooled classes */
INT32 nRpb = 0; /* Statistics raw data block size */
INT16 nCheckSave = 0; /* Saved check level */
CData* idAux = NULL; /* Auxilary data instance #1 */
CData* idPmp = NULL; /* Pooling map */
CData* idPcd = NULL; /* Pooled class raw data buffer */
/* Initialize */ /* --------------------------------- */
CHECK_THIS_RV(0); /* Check this instance */
IF_NOK(CStatistics_Check(iSrc)) /* Check source statistics */
return IERROR(_this,ERR_INVALARG,"iSrc",0,0); /* ... */
nCheckSave = _this->m_nCheck; /* Save check level */
CStatistics_Reset(BASEINST(_this),TRUE); /* Reset destination */
_this->m_nCheck = nCheckSave; /* Restore check level */
IFIELD_RESET(CData,"dat"); /* Create pool raw stats. data inst. */
/* Protocol */ /* --------------------------------- */
IFCHECK /* On verbose level 1 */
{ /* >> */
printf("\n"); dlp_fprint_x_line(stdout,'-',dlp_maxprintcols()); /* Print protocol header */
printf("\n statistics -pool"); /* ... */
printf("\n"); dlp_fprint_x_line(stdout,'-',dlp_maxprintcols());printf("\n");/* ... */
} /* << */
/* No map --> pool all classes */ /* --------------------------------- */
if (CData_IsEmpty(idMap)) /* NULL or empty map instance */
{ /* >> */
IFCHECK printf("\n Empty pooling map --> pool all classes"); /* Protocol (verbose level 1) */
CStatistics_PoolInt(_this->m_idDat,iSrc->m_idDat,0); /* Pool sum data */
CStatistics_PoolInt(_this->m_idDat,iSrc->m_idDat,1); /* Pool min data */
CStatistics_PoolInt(_this->m_idDat,iSrc->m_idDat,2); /* Pool max data */
STA_PROTOCOL_FOOTER(1,"done"); /* Print protocol footer */
return O_K; /* That's it */
}
IFCHECK printf("\n Pooling by map"); /* Protocol (verbose level 1) */
ICREATEEX(CData,idAux,"CStatistics_Pool.~idAux",NULL); /* Create auxilary data instance #1 */
ICREATEEX(CData,idPmp,"CStatistics_Pool.~idPmp",NULL); /* Create pooling map */
ICREATEEX(CData,idPcd,"CStatistics_Pool.~idPcs",NULL); /* Create pooled raw stats.data inst.*/
/* Find and copy map component (pooled class) */ /* --------------------------------- */
for (i=0; i<CData_GetNComps(idMap); i++) /* Loop over components of idMap */
if (dlp_is_numeric_type_code(CData_GetCompType(idMap,i))) /* Is current component numeric? */
{ /* >> (Yes) */
CData_SelectComps(idPmp,idMap,i,1); /* Copy component */
break; /* Have ready :) */
} /* << */
if (CData_IsEmpty(idPmp)) /* Have not got map component */
{ /* >> */
IERROR(_this,STA_BADCOMP,"map",BASEINST(idMap)->m_lpInstanceName,"numeric");/* Error message */
DLPTHROW(STA_BADCOMP); /* Throw exception */
} /* << */
/* Create source class component */ /* --------------------------------- */
CData_AddComp(idPmp,"srcc",T_LONG); /* Add source class index component */
for (i=0; i<CData_GetNRecs(idPmp); i++) CData_Dstore(idPmp,i,i,1); /* Fill it */
/* Finish pooling map and initialize pooling */ /* --------------------------------- */
CData_Sortup(idPmp,idPmp,0); /* Sort map by pooled class index */
nXC = (INT32)CData_Dfetch(idPmp,CData_GetNRecs(idPmp)-1,0)+1; /* Get greatest pooled class index */
IFCHECK printf("\n Pooling %ld statistics classes",(long)nXC); /* Protocol (verbose level 1) */
IFCHECKEX(3) CData_Print(idPmp); /* Print pooling map (verbose lvl.3) */
nRpb = CData_GetNRecsPerBlock(iSrc->m_idDat); /* Get block size */
/* Prepare pooled statistics */ /* --------------------------------- */
CData_Scopy(_this->m_idDat,iSrc->m_idDat); /* Create target raw data components */
CData_Allocate(_this->m_idDat,nRpb*nXC); /* Allocate target raw data */
CData_SetNBlocks(_this->m_idDat,nXC); /* Set target statistics block number*/
/* Pooling loop */ /* --------------------------------- */
for (i=0; i<CData_GetNRecs(idPmp); ) /* Loop over pooling map */
{ /* >> */
/* - Copy raw statistics data of one pooled class */ /* - - - - - - - - - - - - - - - - */
nC = (INT32)CData_Dfetch(idPmp,0,0); /* Get pooled class index */
IFCHECK printf("\n Pooled class %3ld"); /* Protocol (verbose level 1) */
for (i=0; i<CData_GetNRecs(idPmp); i++) /* Loop over partition of pool.map */
{ /* >> */
if (nC != (INT32)CData_Dfetch(idPmp,0,0)) break; /* Not the current class anymore */
nCs = (INT32)CData_Dfetch(idPmp,i,1); /* Get source class index */
IFCHECK printf("\n - Source class %3ld",nCs); /* Protocol (verbose level 1) */
CData_SelectBlocks(idAux,iSrc->m_idDat,nCs,1); /* Copy raw stats. data block */
CData_Cat(idPcd,idAux); /* Append to buffer */
} /* << */
/* - Pool data */ /* - - - - - - - - - - - - - - - - */
CData_SetNBlocks(idPcd,CData_GetNRecs(idPcd)/nRpb); /* Set block count of aggr. buffer */
IFCHECK /* Protocol (verbose level 1) */
printf("\n - Aggregating %ld statistics classes", /* | */
(long)CData_GetNBlocks(idPcd)); /* | */
CStatistics_PoolInt(idAux,idPcd,0); /* Pool sum data */
CStatistics_PoolInt(idAux,idPcd,1); /* Pool min data */
CStatistics_PoolInt(idAux,idPcd,2); /* Pool max data */
/* - Store pooled raw statistics data block */ /* - - - - - - - - - - - - - - - - */
dlp_memmove /* Copy pooled raw stats. data */
( /* | */
CData_XAddr(_this->m_idDat,nC*nRpb,0), /* | To target statistics block */
CData_XAddr(idAux,0,0), /* | From aggregation buffer */
CData_GetNRecs(idAux)*CData_GetRecLen(idAux) /* | Length of aggregation buffer */
); /* | */
/* - Clean up auxilary instances */ /* - - - - - - - - - - - - - - - - */
CData_Reset(idPcd,TRUE); /* Clear aggregation buffer */
}
/* Clean up */ /* --------------------------------- */
IDESTROY(idAux); /* Destroy auxilary data instance #1 */
IDESTROY(idPmp); /* Destroy pooling map */
IDESTROY(idPcd); /* Destroy pooled cls. raw data inst.*/
STA_PROTOCOL_FOOTER(1,"done"); /* Print protocol footer */
return O_K; /* Ok */
DLPCATCH(STA_BADCOMP) /* == Catch STA_BADCOMP exception */
IDESTROY(idAux); /* Destroy auxilary data instance #1 */
IDESTROY(idPmp); /* Destroy pooling map */
IDESTROY(idPcd); /* Destroy pooled cls. raw data inst.*/
STA_PROTOCOL_FOOTER(1,"FAILED"); /* Print protocol footer */
return NOT_EXEC; /* Not ok */
}
/**
* Appends units from a source automaton instance to this instance.
*
* @param _this Pointer to destination automaton instance
* @param itSrc Pointer to source automaton instance
* @param nFirstUnit Index of first unit of <code>itSrc</code> to append to this instance
* @param nCount Number of units to append
* @return O_K if successfull, a (negative) error code otherwise
*/
INT16 CGEN_PUBLIC CFst_CatEx(CFst* _this, CFst* itSrc, INT32 nFirstUnit, INT32 nCount)
{
INT32 nU = 0; /* Current unit */
INT32 nXUd = 0; /* Number of units in destination */
INT32 nFSs = 0; /* First source state to append */
INT32 nXSs = 0; /* Number of source states to append */
INT32 nFTs = 0; /* First source transition to append */
INT32 nXTs = 0; /* Number of source transitions to append */
INT32 nXXSd = 0; /* Total number of states in destination */
INT32 nXXTd = 0; /* Total number of transitions in destination */
/* Validate */
CHECK_THIS_RV(NOT_EXEC);
CFst_Check(_this);
CFst_Check(itSrc);
if (nFirstUnit < 0 ) nFirstUnit = 0;
if (nFirstUnit+nCount > UD_XXU(itSrc)) nCount = UD_XXU(itSrc)-nFirstUnit;
if (nCount <=0 ) return NOT_EXEC;
/* Initialize */
CREATEVIRTUAL(CFst,itSrc,_this);
/* If destination empty copy all properties from source */
if (UD_XXU(_this)==0)
{
CFst_Copy(BASEINST(_this),BASEINST(itSrc));
CData_SetNRecs(AS(CData,_this->ud),0);
CData_SetNRecs(AS(CData,_this->sd),0);
CData_SetNRecs(AS(CData,_this->td),0);
CData_Reset(_this->is,0);
CData_Reset(_this->os,0);
}
/* Get some metrics */
nXUd = UD_XXU(_this);
nXXSd = UD_XXS(_this);
nXXTd = UD_XXT(_this);
nFSs = UD_FS(itSrc,nFirstUnit);
nFTs = UD_FT(itSrc,nFirstUnit);
for (nU=nFirstUnit,nXSs=0,nXTs=0; nU<nFirstUnit+nCount; nU++)
{
nXSs+=UD_XS(itSrc,nU);
nXTs+=UD_XT(itSrc,nU);
}
/* Cat descriptor tables */
CDlpTable_CatEx(AS(CData,_this->ud)->m_lpTable,AS(CData,itSrc->ud)->m_lpTable,nFirstUnit,nCount);
CDlpTable_CatEx(AS(CData,_this->sd)->m_lpTable,AS(CData,itSrc->sd)->m_lpTable,nFSs ,nXSs );
CDlpTable_CatEx(AS(CData,_this->td)->m_lpTable,AS(CData,itSrc->td)->m_lpTable,nFTs ,nXTs );
/* Adjust unit descriptions */
for (nU=nXUd; nU<nXUd+nCount; nU++)
{
UD_FS(_this,nU) += (nXXSd-nFSs);
UD_FT(_this,nU) += (nXXTd-nFTs);
}
/* Copy input and output symbol table components */
if(!IS_XXS(_this) && IS_XXS(itSrc)) CData_Copy(_this->is,itSrc->is);
if(!OS_XXS(_this) && OS_XXS(itSrc)) CData_Copy(_this->os,itSrc->os);
/* Finalize */
DESTROYVIRTUAL(itSrc,_this);
CFst_Check(_this); /* TODO: Remove after debugging */
return O_K;
}
/*
* Manual page at fst_man.def
*/
INT16 CGEN_PUBLIC CFst_Rcs(CFst* _this, INT32 nUnit, FLOAT64 nSeed)
{
#ifdef __UNENTANGLE_FST
return IERROR(_this,FST_INTERNAL,__FILE__,__LINE__,0);
/* NOTE: __UNENTANGLE_FST was defined (probably in dlp_config.h or fst.def).
* Undefine it to use this feature!
*/
#else /* #ifdef __UNENTANGLE_FST */
INT32 nU = 0; /* Current unit */
FST_ITYPE nS = 0; /* Current state */
FST_ITYPE nS2 = 0; /* Current state */
FST_ITYPE nFS = 0; /* First state of current unit */
FST_ITYPE nXS = 0; /* Number of states of current unit */
FST_ITYPE nT = 0; /* Current transition */
FST_ITYPE nFT = 0; /* First transition of current unit */
FST_ITYPE nXT = 0; /* Number of tran. of current unit */
CData* idP = NULL; /* Incidence matrix */
CData* idB = NULL; /* Constanct vector of (idP-E)idX=idB */
CData* idI = NULL; /* idI = (idP-E)^-1 */
CData* idX = NULL; /* Solution of (idP-E)idX=idB */
FST_WTYPE nPSum = 0.; /* Probability sum/state */
INT32 nIcW = -1; /* Index of probability comp. in td */
INT32 nIcRcs = -1; /* Index of ref. counter comp. in sd */
INT32 nIcRct = -1; /* Index of ref. counter comp. in td */
/* Validation */
CHECK_THIS_RV(NOT_EXEC);
CFst_Check(_this);
if (CFst_Wsr_GetType(_this,&nIcW)!=FST_WSR_PROB)
return IERROR(_this,FST_MISS,"transition probability component",NC_TD_PSR,"transition table");
/* Initialize - Find or add reference counters */
nIcRcs = CData_FindComp(AS(CData,_this->sd),NC_SD_RC);
nIcRct = CData_FindComp(AS(CData,_this->td),NC_TD_RC);
if (nIcRcs<0)
{
CData_AddComp(AS(CData,_this->sd),NC_SD_RC,DLP_TYPE(FST_WTYPE));
nIcRcs = CData_GetNComps(AS(CData,_this->sd))-1;
}
if (nIcRct<0)
{
CData_AddComp(AS(CData,_this->td),NC_TD_RC,DLP_TYPE(FST_WTYPE));
nIcRct = CData_GetNComps(AS(CData,_this->td))-1;
}
/* Initialize - Create auxilary instances */
ICREATEEX(CData,idP,"~CFst_Reverse.idP",NULL);
ICREATEEX(CData,idB,"~CFst_Reverse.idB",NULL);
ICREATEEX(CData,idI,"~CFst_Reverse.idI",NULL);
ICREATEEX(CData,idX,"~CFst_Reverse.idX",NULL);
/* Loop over units */
for (nU=nUnit<0?0:nUnit; nU<UD_XXU(_this); nU++)
{
CData_Reset(BASEINST(idP),TRUE);
CData_Reset(BASEINST(idB),TRUE);
CData_Reset(BASEINST(idI),TRUE);
CData_Reset(BASEINST(idX),TRUE);
nFS = UD_FS(_this,nU);
nXS = UD_XS(_this,nU);
nFT = UD_FT(_this,nU);
nXT = UD_XT(_this,nU);
/* Export transposed ergodic incidence matrix */
IF_NOK(CData_AddNcomps(idP,DLP_TYPE(FST_WTYPE),UD_XS(_this,nU)+1)) break;
IF_NOK(CData_Allocate (idP,UD_XS(_this,nU)+1) ) break;
IF_NOK(CData_AddNcomps(idB,DLP_TYPE(FST_WTYPE),1 )) break;
IF_NOK(CData_Allocate (idB,UD_XS(_this,nU)+1) ) break;
/* Fill transposed incidence matrix
(summing up probabilities of parallel transitions) */
for (nT=nFT; nT<nFT+nXT; nT++)
*(FST_WTYPE*)CData_XAddr(idP,TD_TER(_this,nT),TD_INI(_this,nT)) +=
*(FST_WTYPE*)CData_XAddr(AS(CData,_this->td),nT,nIcW);
for (nS=0; nS<nXS; nS++)
{
if ((SD_FLG(_this,nS+nFS)&0x01)==0x01) /* Connect final states with start state */
{
for (nS2=1, nPSum=0.; nS2<nXS; nS2++)
nPSum += *(FST_WTYPE*)CData_XAddr(idP,nS2,nS);
*(FST_WTYPE*)CData_XAddr(idP,0,nS) = 1.-nPSum;
}
*(FST_WTYPE*)CData_XAddr(idP,nS,nS)-=1.; /* Subtract eigenvalue 1 from main diagonal */
*(FST_WTYPE*)CData_XAddr(idP,nXS,nS)=1.; /* Additional equation implementing constraint sum(P_state)=1 */
*(FST_WTYPE*)CData_XAddr(idP,nS,nXS)=1.; /* Additional variable making incidence matrix quadratic */
}
/* Fill constant vector */
CData_Fill(idB,CMPLX(1.),CMPLX(0.));
/* Calculate eigenvector of length 1 and eigenvalue 1
--> stationary state probabilities */
CMatrix_Op(idI,idP,T_INSTANCE,NULL,T_IGNORE,OP_INVT);
CMatrix_Op(idX,idB,T_INSTANCE,idI,T_INSTANCE,OP_MULT);
/* Fill in state reference counters */
if (nSeed>0.) nSeed /= CData_Dfetch(idX,0,0); else nSeed = 1.;
for (nS=0; nS<nXS; nS++)
CData_Dstore(AS(CData,_this->sd),nSeed*CData_Dfetch(idX,nS,0),nS+nFS,nIcRcs);
/* Calculate stationary transition probabilities */
for (nT=nFT; nT<nFT+nXT; nT++)
CData_Dstore
(
AS(CData,_this->td),
CData_Dfetch(AS(CData,_this->sd),TD_INI(_this,nT)+nFS,nIcRcs) *
CData_Dfetch(AS(CData,_this->td),nT,nIcW),
nT,nIcRct
);
/* Clean up */
IDESTROY(idP);
IDESTROY(idB);
IDESTROY(idI);
IDESTROY(idX);
/* Stop in single unit mode */
if (nUnit>=0) break;
}
return O_K;
#endif /* #ifdef __UNENTANGLE_FST */
}