hcompv.c

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   Boolean tag = FALSE;

   p = sal;

   while (p != NULL){
      if (strcmp(p->sa->SpkrName,sa->SpkrName)==0){
         for (i=1;i<=vSize;i++){
            p->sa->meanSum[i] += sa->meanSum[i];
            p->sa->squareSum[i] += sa->squareSum[i];
         }
         p->sa->NumFrame += sa->NumFrame;
         tag = TRUE;
         break;
      }
      p = p->nextSpkr;
   }
   if (tag == FALSE){
      sal = AppendSpkrAccList(sal,sa);
   }

   return sal;
}


/* Compute Mean and Var */
void UpdateMeanVar(SpkrAccListItem *sal)
{
   int i;
   SpkrAccListItem *p;
  
   p = sal;
   while (p != NULL){
      for (i=1;i<=vSize;i++){
         p->sa->meanSum[i] /= ((float)(p->sa->NumFrame));
      }
      for (i=1;i<=vSize;i++){
         p->sa->squareSum[i] /= ((float)(p->sa->NumFrame));
         p->sa->squareSum[i] -= (p->sa->meanSum[i])*(p->sa->meanSum[i]);
      }
      p = p->nextSpkr;
   }  
}

/* Report output type NumFrame/cms/cvn */
void ReportOutput()
{
   if (strcmp(oflags,"m")==0){
      fprintf(stdout,"\n  HCompV: Comptuting side based cepstral mean ......\n\n");
   }
   else if (strcmp(oflags,"v")==0){
      fprintf(stdout,"\n  HCompV: Computing side based cepstral variance normaliser ......\n\n");
   }
   else if (strcmp(oflags,"mv")==0){
      fprintf(stdout,"\n  HCompV: Comptuting side based cepstral mean & variance normaliser ......\n\n");
   }
   else if (strcmp(oflags,"nv")==0){
      fprintf(stdout,"\n  HCompV: Comptuting side based frame number & variance normaliser ......\n\n");
   }
   else if (strcmp(oflags,"nmv")==0){
      fprintf(stdout,"\n  HCompV: Comptuting side based frame number & cepstral mean & variance normaliser ......\n\n");
   }
   else {
      fprintf(stdout,"\n  HCompV: ReportOutput: Unrecognisable output flag setting: %s\n",oflags);
      fflush(stdout);
      HError(2019,"HCompV: ReportOutput: Unrecognisable output flag setting: %s\n",oflags);
   }
   fflush(stdout);
}


/* Export number of frames, mean, var to a given directory */
void ExportNMV(SpkrAccListItem *sal, char *OutDirName, char *tgtPKStr) 
{
   FILE *oFile;
   Boolean isPipe;
   char oFileName[MAXSTRLEN];
   char pathBuffer1[MAXSTRLEN];
   char pathBuffer2[MAXSTRLEN];
   SpkrAccListItem *p;
   int i;

   p = sal;
   while(p != NULL){
      /* create output file name for current spkr index */    
      if ( pathPattern[0] != '\0'){
         if ( MaskMatch(pathPattern,pathBuffer1,p->sa->SpkrName) != TRUE ){
            HError(2039,"HCompV: ExportNMV: path pattern matching failure on speaker: %s\n",p->sa->SpkrName);
         }
         MakeFN(pathBuffer1,OutDirName,NULL,pathBuffer2); 
         MakeFN(p->sa->SpkrName,pathBuffer2,NULL,oFileName);
      }
      else
         MakeFN(p->sa->SpkrName,OutDirName,NULL,oFileName);

      /* open and write */
      oFile = FOpen(oFileName,NoOFilter,&isPipe);
      if (oFile == NULL){
         HError(2011,"HCompV: ExportNMV: output file creation error %s",oFileName);
      }
    
      /* write header */
      fprintf(oFile,"<CEPSNORM> <%s>",tgtPKStr);
    
      /* write number frames */
      if (strchr(oflags,'n')){
         fprintf(oFile,"\n<NFRAMES> %d",p->sa->NumFrame);
      }
      /* write mean */
      if (strchr(oflags,'m')){
         fprintf(oFile,"\n<MEAN> %d\n",vSize);
         for (i=1;i<=vSize;i++){
            fprintf(oFile," %e",(p->sa->meanSum[i]));
         }
      }
      /* write variance */
      if (strchr(oflags,'v')){   
         fprintf(oFile,"\n<VARIANCE> %d\n",vSize);
         for (i=1;i<=vSize;i++){
            fprintf(oFile," %e",(p->sa->squareSum[i]));
         }
      }
      fprintf(oFile,"\n");
      FClose(oFile,isPipe);
      p = p->nextSpkr;
   }
}

/* main func */
int main(int argc, char *argv[])
{
   char *datafn, *s;
   void Initialise(void);
   void LoadFile(char *fn);
   void SetCovs(void);
   void PutVFloor(void);
   void SaveModel(char *outfn);
   SpkrAcc *sa = NULL;

   if(InitShell(argc,argv,hcompv_version,hcompv_vc_id)<SUCCESS)
      HError(2000,"HCompV: InitShell failed");
   InitMem();   InitLabel();
   InitMath();  InitSigP();
   InitWave();  InitAudio();
   InitVQ();    InitModel();
   if(InitParm()<SUCCESS)  
      HError(2000,"HCompV: InitParm failed");

   if (!InfoPrinted() && NumArgs() == 0)
      ReportUsage();
   if (NumArgs() == 0) Exit(0);
   SetConfParms();

   CreateHMMSet(&hset,&gstack,FALSE);
   pathPattern[0]='\0';
   while (NextArg() == SWITCHARG) {
      s = GetSwtArg();
      if (strlen(s)!=1) 
         HError(2019,"HCompV: Bad switch %s; must be single letter",s);
      switch(s[0]){
      case 'f':
         if (NextArg() != FLOATARG)
            HError(2019,"HCompV: Variance floor scale expected");
         vFloorScale = GetChkedFlt(0.0,100.0,s);
         break;
      case 'l':
         if (NextArg() != STRINGARG)
            HError(2019,"HCompV: Segment label expected");
         segLab = GetStrArg();
         break;
      case 'm':
         meanUpdate = TRUE;
         break;
      case 'o':
         outfn = GetStrArg();
         break;     
      case 'v':
         if (NextArg() != FLOATARG)
            HError(2019,"HCompV: Minimum variance level expected");
         minVar = GetChkedFlt(0.0,100.0,s);
         break;
      case 'k':
         if (NextArg() != STRINGARG)
            HError(2019,"HCompV: speaker pattern expected");
         strcpy(spPattern,GetStrArg());
         if (strchr(spPattern,'%')==NULL)
            HError(2019,"HCompV: Speaker mask invalid");
         break;
      case 'c':
         if (NextArg() != STRINGARG)
            HError(2019,"HCompV: CMV output dir expected");
         strcpy(cmDir,GetStrArg());
         DoCMV = TRUE;
         break;
      case 'p':
         if (NextArg() != STRINGARG)
            HError(2019,"HCompV: path pattern expected");
         strcpy(pathPattern,GetStrArg());
         if (strchr(pathPattern,'%')==NULL)
            HError(2019,"HCompV: Path mask invalid");
         break;
      case 'q':
         if (NextArg() != STRINGARG)
            HError(2019,"HCompV: output flags (nmv)");
         strcpy(oflags,GetStrArg());
         break;
      case 'B':
         saveBinary = TRUE;
         break;
      case 'F':
         if (NextArg() != STRINGARG)
            HError(2019,"HCompV: Data File format expected");
         if((dff = Str2Format(GetStrArg())) == ALIEN)
            HError(-2089,"HCompV: Warning ALIEN Data file format set");
         break;
      case 'G':
         if (NextArg() != STRINGARG)
            HError(2019,"HCompV: Label File format expected");
         if((lff = Str2Format(GetStrArg())) == ALIEN)
            HError(-2089,"HCompV: Warning ALIEN Label file format set");
         break;
      case 'H':
         if (NextArg() != STRINGARG)
            HError(2019,"HCompV: HMM macro file name expected");
         AddMMF(&hset,GetStrArg());
         break;
      case 'I':
         if (NextArg() != STRINGARG)
            HError(2019,"HCompV: MLF file name expected");
         LoadMasterFile(GetStrArg());
         break;
      case 'L':
         if (NextArg()!=STRINGARG)
            HError(2019,"HCompV: Label file directory expected");
         labDir = GetStrArg();
         break;
      case 'M':
         if (NextArg()!=STRINGARG)
            HError(2019,"HCompV: Output macro file directory expected");
         outDir = GetStrArg();
         break;
      case 'T':
         if (NextArg() != INTARG)
            HError(2019,"HCompV: Trace value expected");
         trace = GetChkedInt(0,077,s); 
         break;
      case 'X':
         if (NextArg()!=STRINGARG)
            HError(2019,"HCompV: Label file extension expected");
         labExt = GetStrArg();
         break;
      default:
         HError(2019,"HCompV: Unknown switch %s",s);
      }
   }

   /* if not doing CMV, do standard HCompV */
   if (DoCMV == FALSE){
      if (NextArg()!=STRINGARG)
         HError(2019,"HCompV: Source HMM file name expected");
      hmmfn = GetStrArg();
      Initialise();
      do {
         if (NextArg()!=STRINGARG)
            HError(2019,"HCompV: Training data file name expected");
         datafn = GetStrArg();
         LoadFile(datafn);
      } while (NumArgs()>0);
      SetCovs();
      FixGConsts(hmmLink);
      SaveModel(outfn);   
      if (trace&T_TOP)
         printf("Output written to directory %s\n",(outDir==NULL)?"./":outDir);
      if (vFloorScale>0.0)
         PutVFloor();
   }
   else {
      /* report export data type */
      ReportOutput();
      /* init input buffer mem heap */
      CreateHeap(&iStack,"BufferIn",MSTAK,1,0.5,100000,5000000);
      do {
         if (NextArg()!=STRINGARG){
            HError(2019,"HCompV: Training data file name expected");
         }
         datafn = GetStrArg();       
         /* accumulate stats for current utterance file and update speaker list */
         sa = AccGenUtt(spPattern,datafn,sa);
         salist = UpdateSpkrAccList(salist,sa);
         /* reset for next utterance */
         ClrSpkrAcc(sa);
      } while (NumArgs()>0);
      /* compute the means and variances for each speaker */
      UpdateMeanVar(salist);
      /* export NMV for each speaker */
      ExportNMV(salist,cmDir,TargetPKStr);
   }

   Exit(0);
   return (0);          /* never reached -- make compiler happy */
}

/* ----------------------------------------------------------- */
/*                      END:  HCompV.c                         */
/* ----------------------------------------------------------- */