statisticalmodelbase.h

这是一个从音频信号里提取特征参量的程序

// file: $isip/class/stat/StatisticalModel/StatisticalModelBase.h
// version: $Id: StatisticalModelBase.h,v 1.21 2002/10/18 21:47:01 alphonso Exp $
//

// make sure definitions are only made once
//
#ifndef ISIP_STATISTICAL_MODEL_BASE
#define ISIP_STATISTICAL_MODEL_BASE

// isip include files
//
#ifndef ISIP_NAME_MAP
#include <NameMap.h>
#endif

#ifndef ISIP_STRING
#include <String.h>
#endif

// forward class definitions
//
class VectorFloat;
class VectorDouble;
class MatrixFloat;

// StatisticalModelBase: defines the minimal interface contract for all
// classes in the stat library
//
class StatisticalModelBase {

  //---------------------------------------------------------------------------
  //
  // public constants
  //
  //---------------------------------------------------------------------------
public:

  // define the class name
  //
  static const String CLASS_NAME;

  //-----------------------------------------
  //
  // other important constants
  //
  //-----------------------------------------  

  // define the compute mode
  //
  enum MODE { NONE = 0, PRECOMPUTE, DEF_MODE = PRECOMPUTE };

  // a static name map
  //
  static const NameMap MODE_MAP;

  //----------------------------------------
  //
  // default values and arguments
  //
  //----------------------------------------  

  // define the default value(s) of the class data
  //

  //----------------------------------------
  //
  // error codes
  //
  //----------------------------------------  

  static const long ERR = 60301;
  
  //---------------------------------------------------------------------------
  //
  // protected data
  //
  //---------------------------------------------------------------------------
protected:

  // computation mode that determines whether we will optimize computations
  // for run-time or recompute intermediate results on every call to the
  // likelihood functions
  //
  MODE mode_d;
  boolean is_valid_d;
  
  // debugging parameters
  //
  static Integral::DEBUG debug_level_d;

  //---------------------------------------------------------------------------
  //
  // required public methods
  //
  //---------------------------------------------------------------------------
public:

  // method: name
  //
  static const String& name() {
    return CLASS_NAME;
  }

  // debug methods
  //
  virtual boolean debug(const unichar* msg) const = 0;

  // method: setDebug
  //
  static boolean setDebug(Integral::DEBUG debug_level) {
    debug_level_d = debug_level;
    return true;
  }
  
  // destructor/constructor(s)
  //
  virtual ~StatisticalModelBase() {}

  // method: default constructor
  //
  StatisticalModelBase(MODE mode = DEF_MODE) {
    mode_d = mode;
    is_valid_d = false;
  }

  // assign methods
  //
  virtual boolean assign(const StatisticalModelBase& arg) = 0;

  // equality methods
  //
  virtual boolean eq(const StatisticalModelBase& arg) const = 0;
  
  // i/o methods
  //
  virtual long sofSize() const = 0;

  virtual long sofAccumulatorSize() const = 0;
  virtual long sofOccupanciesSize() const = 0;  
  
  virtual boolean read(Sof& sof, long tag, const String& name) = 0;
  virtual boolean write(Sof& sof, long tag, const String& name) const = 0;

  virtual boolean readData(Sof& sof, const String& pname,
			   long size, boolean param, boolean nested) = 0;
  virtual boolean writeData(Sof& sof, const String& pname) const = 0;

  virtual boolean readAccumulator(Sof& sof, long tag, const String& name) = 0;
  virtual boolean writeAccumulator(Sof& sof, long tag, const String& name) const = 0;

  virtual boolean readAccumulatorData(Sof& sof, const String& pname,
			   long size, boolean param, boolean nested) = 0;
  virtual boolean writeAccumulatorData(Sof& sof, const String& pname) const = 0;

  virtual boolean readOccupancies(Sof& sof, long tag, const String& name) = 0;
  virtual boolean writeOccupancies(Sof& sof, long tag, const String& name) const = 0;
  
  virtual boolean readOccupanciesData(Sof& sof, const String& pname,
				      long size, boolean param,
				      boolean nested) = 0;
  virtual boolean writeOccupanciesData(Sof& sof, const String& pname) const = 0;
  
  // other memory managements methods
  //
  virtual boolean clear(Integral::CMODE cmode = Integral::DEF_CMODE) = 0;
  
  //---------------------------------------------------------------------------
  //
  // class-specific public methods:
  //   these methods define the interface contract. note that the required
  //   methods eq and assign, defined above, are also part of the interface.
  //
  //---------------------------------------------------------------------------

  // identification methods
  //
  virtual const String& className() const = 0;

  // identification methods
  //
  virtual boolean init() = 0;

  // method: setMode
  //
  virtual boolean setMode(MODE mode) {
    mode_d = mode;
    return true;
  }

  // method: getMode
  //
  MODE getMode() const {
    return mode_d;
  }
  
  // method: getMean
  //
  virtual boolean getMean(VectorFloat& mean) = 0;

  // method: getCovariance
  //
  virtual boolean getCovariance(MatrixFloat& cov) = 0;

  // computational methods
  //
  virtual float getLikelihood(const VectorFloat& input) = 0;
  virtual float getLogLikelihood(const VectorFloat& input) = 0;

  // initialization methods
  //
  virtual boolean initialize(VectorFloat& param) = 0;  
  virtual boolean accumulate(VectorFloat& data) = 0;
  
  // training methods
  //
  virtual boolean resetAccumulators() = 0;
  virtual double getOccupancy() = 0;
  virtual boolean setOccupancy(double arg) = 0;  
  virtual long getAccessCount() = 0;  
  virtual boolean setAccessCount(long arg) = 0;
  virtual boolean accumulate(VectorDouble& param,
			     VectorFloat& data, boolean precomp) = 0;
  virtual boolean update(VectorFloat& varfloor, long min_count) = 0;
  
  //---------------------------------------------------------------------------
  //
  // private methods
  //
  //---------------------------------------------------------------------------
private:  
  
};

// end of include file
// 
#endif