Пример #1
0
 public void logInfo() {
   logger.info("Sphinx3Loader");
   meansPool.logInfo(logger);
   variancePool.logInfo(logger);
   matrixPool.logInfo(logger);
   senonePool.logInfo(logger);
   meanTransformationMatrixPool.logInfo(logger);
   meanTransformationVectorPool.logInfo(logger);
   varianceTransformationMatrixPool.logInfo(logger);
   varianceTransformationVectorPool.logInfo(logger);
   mixtureWeightsPool.logInfo(logger);
   senonePool.logInfo(logger);
   logger.info("Context Independent Unit Entries: " + contextIndependentUnits.size());
   hmmManager.logInfo(logger);
 }
Пример #2
0
  /**
   * Loads the phone list, which possibly contains the sizes (number of states) of models.
   *
   * @param ps
   * @param useCDUnits if true, uses context dependent units
   * @param inputStream the open input stream to use
   * @param path the path to a density file @throws FileNotFoundException if a file cannot be found
   * @throws IOException if an error occurs while loading the data
   */
  private void loadPhoneList(
      PropertySheet ps, boolean useCDUnits, InputStream inputStream, String path)
      throws IOException {
    int numState = 0;
    // TODO: this should be flexible, but we're hardwiring for now
    int numStreams = 1;
    // Since we're initializing, we start simple.
    int numGaussiansPerState = 1;

    ExtendedStreamTokenizer est = new ExtendedStreamTokenizer(inputStream, '#', false);

    // Initialize the pools we'll need.
    meansPool = new Pool<float[]>("means");
    variancePool = new Pool<float[]>("variances");
    mixtureWeightsPool = new Pool<float[]>("mixtureweights");
    matrixPool = new Pool<float[][]>("transitionmatrices");
    senonePool = new Pool<Senone>("senones");

    float distFloor = ps.getFloat(PROP_MC_FLOOR);
    float mixtureWeightFloor = ps.getFloat(PROP_MW_FLOOR);
    float transitionProbabilityFloor = 0;
    float varianceFloor = ps.getFloat(PROP_VARIANCE_FLOOR);

    logger.info("Loading phone list file from: ");
    logger.info(path);

    // At this point, we only accept version 0.1
    String version = "0.1";
    est.expectString("version");
    est.expectString(version);

    est.expectString("same_sized_models");
    boolean sameSizedModels = est.getString().equals("yes");

    if (sameSizedModels) {
      est.expectString("n_state");
      numState = est.getInt("numBase");
    }

    // for this phone list version, let's assume left-to-right
    // models, with optional state skip.
    est.expectString("tmat_skip");
    boolean tmatSkip = est.getString().equals("yes");

    // Load the phones with sizes

    // stateIndex contains the absolute state index, that is, a
    // unique index in the senone pool.
    for (int stateIndex = 0, unitCount = 0; ; ) {
      String phone = est.getString();
      if (est.isEOF()) {
        break;
      }
      int size = numState;
      if (!sameSizedModels) {
        size = est.getInt("ModelSize");
      }
      phoneList.put(phone, size);
      logger.fine("Phone: " + phone + " size: " + size);
      int[] stid = new int[size];
      String position = "-";

      for (int j = 0; j < size; j++, stateIndex++) {
        stid[j] = stateIndex;
      }

      Unit unit = unitManager.getUnit(phone, phone.equals(SILENCE_CIPHONE));

      contextIndependentUnits.put(unit.getName(), unit);

      if (logger.isLoggable(Level.FINE)) {
        logger.fine("Loaded " + unit + " with " + size + " states");
      }

      // Means
      addModelToDensityPool(meansPool, stid, numStreams, numGaussiansPerState);

      // Variances
      addModelToDensityPool(variancePool, stid, numStreams, numGaussiansPerState);

      // Mixture weights
      addModelToMixtureWeightPool(
          mixtureWeightsPool, stid, numStreams, numGaussiansPerState, mixtureWeightFloor);

      // Transition matrix
      addModelToTransitionMatrixPool(
          matrixPool, unitCount, stid.length, transitionProbabilityFloor, tmatSkip);

      // After creating all pools, we create the senone pool.
      addModelToSenonePool(senonePool, stid, distFloor, varianceFloor);

      // With the senone pool in place, we go through all units, and
      // create the HMMs.

      // Create tmat
      float[][] transitionMatrix = matrixPool.get(unitCount);
      SenoneSequence ss = getSenoneSequence(stid);

      HMM hmm = new SenoneHMM(unit, ss, transitionMatrix, HMMPosition.lookup(position));
      hmmManager.put(hmm);
      unitCount++;
    }

    // If we want to use this code to load sizes/create models for
    // CD units, we need to find another way of establishing the
    // number of CI models, instead of just reading until the end
    // of file.

    est.close();
  }