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diff --git a/tnet_io/KaldiLib/Features.h b/tnet_io/KaldiLib/Features.h
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-//
-// C++ Interface: %{MODULE}
-//
-// Description:
-//
-//
-// Author: %{AUTHOR} <%{EMAIL}>, (C) %{YEAR}
-//
-// Copyright: See COPYING file that comes with this distribution
-//
-//
-
-#ifndef TNet_Features_h
-#define TNet_Features_h
-
-//*****************************************************************************
-//*****************************************************************************
-// Standard includes
-//
-#include <list>
-#include <queue>
-#include <string>
-
-
-//*****************************************************************************
-//*****************************************************************************
-// Specific includes
-//
-#include "Common.h"
-#include "Matrix.h"
-#include "StkStream.h"
-#include "Types.h"
-#include "Timer.h"
-
-
-
-// we need these for reading and writing
-#define UINT_16 unsigned short
-#define UINT_32 unsigned
-#define INT_16 short
-#define INT_32 int
-#define FLOAT_32 float
-#define DOUBLE_64 double
-
-
-#define PARAMKIND_WAVEFORM 0
-#define PARAMKIND_LPC 1
-#define PARAMKIND_LPREFC 2
-#define PARAMKIND_LPCEPSTRA 3
-#define PARAMKIND_LPDELCEP 4
-#define PARAMKIND_IREFC 5
-#define PARAMKIND_MFCC 6
-#define PARAMKIND_FBANK 7
-#define PARAMKIND_MELSPEC 8
-#define PARAMKIND_USER 9
-#define PARAMKIND_DISCRETE 10
-#define PARAMKIND_PLP 11
-#define PARAMKIND_ANON 12
-
-#define PARAMKIND_E 0000100 /// has energy
-#define PARAMKIND_N 0000200 /// absolute energy suppressed
-#define PARAMKIND_D 0000400 /// has delta coefficients
-#define PARAMKIND_A 0001000 /// has acceleration coefficients
-#define PARAMKIND_C 0002000 /// is compressed
-#define PARAMKIND_Z 0004000 /// has zero mean static coef.
-#define PARAMKIND_K 0010000 /// has CRC checksum
-#define PARAMKIND_0 0020000 /// has 0'th cepstral coef.
-#define PARAMKIND_V 0040000 /// has VQ codebook index
-#define PARAMKIND_T 0100000 /// has triple delta coefficients
-
-
-//*****************************************************************************
-//*****************************************************************************
-// Code ...
-//
-
-namespace TNet
-{
-
- /** **************************************************************************
- ** **************************************************************************
- */
- class FileListElem
- {
- private:
- std::string mLogical; ///< Logical file name representation
- std::string mPhysical; ///< Pysical file name representation
- float mWeight;
-
- public:
- FileListElem(const std::string & rFileName);
- ~FileListElem() {}
-
- const std::string &
- Logical() const { return mLogical; }
-
- const std::string &
- Physical() const { return mPhysical; }
-
- const float&
- Weight() const { return mWeight; }
- };
-
- /** *************************************************************************
- * @brief
- */
- class FeatureRepository
- {
- public:
- /**
- * @brief HTK parameter file header (see HTK manual)
- */
- struct HtkHeader
- {
- int mNSamples;
- int mSamplePeriod;
- short mSampleSize;
- short mSampleKind;
-
- HtkHeader()
- : mNSamples(0),mSamplePeriod(100000),mSampleSize(0),mSampleKind(12)
- { }
- };
-
-
- /**
- * @brief Extension of the HTK header
- */
- struct HtkHeaderExt
- {
- int mHeaderSize;
- int mVersion;
- int mSampSize;
- };
-
-
- /**
- * @brief Normalization file type
- */
- enum CNFileType
- {
- CNF_Mean,
- CNF_Variance,
- CNF_VarScale
- };
-
-
- static int
- ReadParmKind(const char *pStr, bool checkBrackets);
-
- static int
- ParmKind2Str(unsigned parmKind, char *pOutstr);
-
- static void
- ReadCepsNormFile(
- const char* pFileName,
- char** lastFile,
- BaseFloat** vecBuff,
- int sampleKind,
- CNFileType type,
- int coefs);
-
- static const char mpParmKindNames[13][16];
-
-
-
- //////////////////////////////////////////////////////////////////////////////
- // PUBLIC SECTION
- //////////////////////////////////////////////////////////////////////////////
- public:
- /// Iterates through the list of feature file records
- typedef std::list<FileListElem>::iterator ListIterator;
-
- // some params for loading features
- bool mSwapFeatures;
- int mStartFrameExt;
- int mEndFrameExt;
- int mTargetKind;
- int mDerivOrder;
- int* mDerivWinLengths;
- const char* mpCvgFile;
- //:TODO: get rid of these
- const char* mpCmnPath;
- const char* mpCmnMask;
- const char* mpCvnPath;
- const char* mpCvnMask;
-
- int mTrace;
-
-
- // Constructors and destructors
- /**
- * @brief Default constructor that creates an empty repository
- */
- FeatureRepository() : mDerivWinLengths(NULL), mpCvgFile(NULL),
- mpCmnPath(NULL), mpCmnMask(NULL), mpCvnPath(NULL), mpCvnMask(NULL),
- mTrace(0),
- mpLastFileName(NULL), mLastFileName(""), mpLastCmnFile (NULL),
- mpLastCvnFile (NULL), mpLastCvgFile (NULL), mpCmn(NULL),
- mpCvn(NULL), mpCvg(NULL), mpA(NULL), mpB(NULL),
- mTimeOpen(0), mTimeSeek(0), mTimeRead(0), mTimeNormalize(0)
- {
- mInputQueueIterator = mInputQueue.end();
- }
-
- /**
- * @brief Copy constructor which copies filled repository
- */
- FeatureRepository(const FeatureRepository& ori)
- : mDerivWinLengths(NULL), mpCvgFile(NULL),
- mpCmnPath(NULL), mpCmnMask(NULL), mpCvnPath(NULL), mpCvnMask(NULL),
- mTrace(0),
- mpLastFileName(NULL), mLastFileName(""), mpLastCmnFile (NULL),
- mpLastCvnFile (NULL), mpLastCvgFile (NULL), mpCmn(NULL),
- mpCvn(NULL), mpCvg(NULL), mpA(NULL), mpB(NULL),
- mTimeOpen(0), mTimeSeek(0), mTimeRead(0), mTimeNormalize(0)
- {
- //copy all the data from the input queue
- mInputQueue = ori.mInputQueue;
-
- //initialize like the original
- Init(
- ori.mSwapFeatures,
- ori.mStartFrameExt,
- ori.mEndFrameExt,
- ori.mTargetKind,
- ori.mDerivOrder,
- ori.mDerivWinLengths,
- ori.mpCmnPath,
- ori.mpCmnMask,
- ori.mpCvnPath,
- ori.mpCvnMask,
- ori.mpCvgFile);
-
- //set on the end
- mInputQueueIterator = mInputQueue.end();
- //copy default header values
- mHeader = ori.mHeader;
- }
-
-
- /**
- * @brief Destroys the repository
- */
- ~FeatureRepository()
- {
- if (NULL != mpA) {
- free(mpA);
- }
-
- if (NULL != mpB) {
- free(mpB);
- }
- //remove all entries
- mInputQueue.clear();
-
- if(mTrace&4) {
- std::cout << "[FeatureRepository -- open:" << mTimeOpen << "s seek:" << mTimeSeek << "s read:" << mTimeRead << "s normalize:" << mTimeNormalize << "s]\n";
- }
-
- }
-
-
- /**
- * @brief Initializes the object using the given parameters
- *
- * @param swap Boolean value specifies whether to swap bytes
- * when reading file or not.
- * @param extLeft Features read from file are extended with extLeft
- * initial frames. Normally, these frames are
- * repetitions of the first feature frame in file
- * (with its derivative, if derivatives are preset in
- * the file). However, if segment of feature frames
- * is extracted according to range specification, the
- * true feature frames from beyond the segment boundary
- * are used, wherever it is possible. Note that value
- * of extLeft can be also negative. In such case
- * corresponding number of initial frames is discarded.
- * @param extRight The paramerer is complementary to parameter extLeft
- * and has obvious meaning. (Controls extensions over
- * the last frame, last frame from file is repeated
- * only if necessary).
- * @param targetKind The parameters is used to check whether
- * pHeader->mSampleKind match to requited targetKind
- * and to control suppression of 0'th cepstral or
- * energy coefficients accorging to modifiers _E, _0,
- * and _N. Modifiers _D, _A and _T are ignored;
- * Computation of derivatives is controled by parameters
- * derivOrder and derivWinLen. Value PARAMKIND_ANON
- * ensures that function do not result in targetKind
- * mismatch error and cause no _E or _0 suppression.
- * @param derivOrder Final features will be augmented with their
- * derivatives up to 'derivOrder' order. If 'derivOrder'
- * is negative value, no new derivatives are appended
- * and derivatives that already present in feature file
- * are preserved. Straight features are considered
- * to be of zero order. If some derivatives are already
- * present in feature file, these are not computed
- * again, only higher order derivatives are appended
- * if required. Note, that HTK feature file cannot
- * contain higher order derivatives (e.g. double delta)
- * without containing lower ones (e.g. delta).
- * Derivative present in feature file that are of
- * higher order than is required are discarded.
- * Derivatives are computed in the final stage from
- * (extracted segment of) feature frames possibly
- * extended by repeated frames. Derivatives are
- * computed using the same formula that is employed
- * also by HTK tools. Lengths of windows used for
- * computation of derivatives are passed in parameter
- * derivWinLen. To compute derivatives for frames close
- * to boundaries, frames before the first and after the
- * last frame (of the extracted segment) are considered
- * to be (yet another) repetitions of the first and the
- * last frame, respectively. If the segment of frames
- * is extracted according to range specification and
- * parameters extLeft and extLeft are set to zero, the
- * first and the last frames of the segment are
- * considered to be repeated, eventough the true feature
- * frames from beyond the segment boundary can be
- * available in the file. Therefore, segment extracted
- * from features that were before augmented with
- * derivatives will differ
- * from the same segment augmented with derivatives by
- * this function. Difference will be of course only on
- * boundaries and only in derivatives. This "incorrect"
- * behavior was chosen to fully simulate behavior of
- * HTK tools. To obtain more correct computation of
- * derivatives, use parameters extLeft and extRight,
- * which correctly extend segment with the true frames
- * (if possible) and in resulting feature matrix ignore
- * first extLeft and last extRight frames. For this
- * purpose, both extLeft and extRight should be set to
- * sum of all values in the array derivWinLen.
- * @param pDerivWinLen Array of size derivOrder specifying lengths of
- * windows used for computation of derivatives.
- * Individual values represents one side context
- * used in the computation. The each window length is
- * therefore twice the value from array plus one.
- * Value at index zero specify window length for first
- * order derivatives (delta), higher indices
- * corresponds to higher order derivatives.
- * @param pCmnPath Cepstral mean normalization path
- * @param pCmnMask Cepstral mean normalization mask
- * @param pCvnPath Cepstral variance normalization path
- * @param pCvnMask Cepstral variance normalization mask
- * @param pCvgFile Global variance file to be parsed
- *
- * The given parameters are necessary for propper feature extraction
- */
- void
- Init(
- bool swap,
- int extLeft,
- int extRight,
- int targetKind,
- int derivOrder,
- int* pDerivWinLen,
- const char* pCmnPath,
- const char* pCmnMask,
- const char* pCvnPath,
- const char* pCvnMask,
- const char* pCvgFile);
-
-
- void Trace(int trace)
- { mTrace = trace; }
-
- /**
- * @brief Returns a refference to the current file header
- */
- const HtkHeader&
- CurrentHeader() const
- { return mHeader; }
-
- /**
- * @brief Returns a refference to the current file header
- */
- const HtkHeaderExt&
- CurrentHeaderExt() const
- { return mHeaderExt; }
-
- /**
- * @brief Returns the current file details
- *
- * @return Refference to a class @c FileListElem
- *
- * Logical and physical file names are stored in @c FileListElem class
- */
- const std::list<FileListElem>::iterator&
- pCurrentRecord() const
- { return mInputQueueIterator; }
-
-
- /**
- * @brief Returns the following file details
- *
- * @return Refference to a class @c FileListElem
- *
- * Logical and physical file names are stored in @c FileListElem class
- */
- const std::list<FileListElem>::iterator&
- pFollowingRecord() const
- { return mInputQueueIterator; }
-
-
- void
- Rewind()
- { mInputQueueIterator = mInputQueue.begin(); }
-
-
- /**
- * @brief Adds a single feature file to the repository
- * @param rFileName file to read features from
- */
- void
- AddFile(const std::string & rFileName);
-
-
- /**
- * @brief Adds a list of feature files to the repository
- * @param rFileName feature list file to read from
- */
- void
- AddFileList(const char* pFileName, const char* pFilter = "");
-
-
- const FileListElem&
- Current() const
- { return *mInputQueueIterator; }
-
-
- /**
- * @brief Moves to the next record
- */
- void
- MoveNext();
-
- /**
- * @brief Reads full feature matrix from a feature file
- * @param rMatrix matrix to be created and filled with read data
- * @return number of successfully read feature vectors
- */
- bool
- ReadFullMatrix(Matrix<BaseFloat>& rMatrix);
-
- bool
- WriteFeatureMatrix(const Matrix<BaseFloat>& rMatrix, const std::string& filename, int targetKind, int samplePeriod);
-
- size_t
- QueueSize() const {return mInputQueue.size(); }
-
- /**
- * @brief Reads feature vectors from a feature file
- * @param rMatrix matrix to be (only!) filled with read data.
- * @return number of successfully read feature vectors
- *
- * The function tries to fill @c pMatrix with feature vectors comming from
- * the current stream. If there are less vectors left in the stream,
- * they are used and true number of successfuly read vectors is returned.
- */
- int
- ReadPartialMatrix(Matrix<BaseFloat>& rMatrix);
-
- /**
- * @brief Filters the records of this repository based on HTK logical name
- * masking. If pFilter equals to NULL, all source repository entries are
- * coppied to rOut repository.
- *
- * @param pFilter HTK mask that defines the filter
- * @param pValue Filter value
- * @param rOut Reference to the new FeatureRepository which will be filled
- * with the matching records
- */
- void
- HtkFilter(const char* pFilter, const char* pValue, FeatureRepository& rOut);
-
-
- /**
- * @brief Filters the records of this repository based on HTK logical name
- * masking and returns list of unique names. If pFilter equals to NULL,
- * single name "default" is returned.
- *
- * @param pFilter HTK mask that defines the filter
- * @param rOut Reference to the list of results (std::list< std::string >)
- */
- void
- HtkSelection(const char* pFilter, std::list< std::string >& rOut);
-
-
- /**
- * @brief Returns true if there are no feature files left on input
- */
- bool
- EndOfList() const
- { return mInputQueueIterator == mInputQueue.end(); }
-
- const std::string&
- CurrentIndexFileName() const
- { return mCurrentIndexFileName; }
-
- friend
- void
- AddFileListToFeatureRepositories(
- const char* pFileName,
- const char* pFilter,
- std::queue<FeatureRepository *> &featureRepositoryList);
-
-
-////////////////////////////////////////////////////////////////////////////////
-// PRIVATE SECTION
-////////////////////////////////////////////////////////////////////////////////
- private:
- /// List (queue) of input feature files
- std::list<FileListElem> mInputQueue;
- std::list<FileListElem>::iterator mInputQueueIterator;
-
- std::string mCurrentIndexFileName;
- std::string mCurrentIndexFileDir;
- std::string mCurrentIndexFileExt;
-
- /// current stream
- IStkStream mStream;
-
- // stores feature file's HTK header
- HtkHeader mHeader;
- HtkHeaderExt mHeaderExt;
-
-
- // this group of variables serve for working withthe same physical
- // file name more than once
- char* mpLastFileName;
- std::string mLastFileName;
- char* mpLastCmnFile;
- char* mpLastCvnFile;
- char* mpLastCvgFile;
- BaseFloat* mpCmn;
- BaseFloat* mpCvn;
- BaseFloat* mpCvg;
- HtkHeader mLastHeader;
- BaseFloat* mpA;
- BaseFloat* mpB;
-
-
-
- Timer mTim;
- double mTimeOpen;
- double mTimeSeek;
- double mTimeRead;
- double mTimeNormalize;
-
-
- // Reads HTK feature file header
- int
- ReadHTKHeader();
-
- int
- ReadHTKFeature(BaseFloat* pIn,
- size_t feaLen,
- bool decompress,
- BaseFloat* pScale,
- BaseFloat* pBias);
-
-
- bool
- ReadHTKFeatures(const std::string& rFileName, Matrix<BaseFloat>& rFeatureMatrix);
-
- bool
- ReadHTKFeatures(const FileListElem& rFileNameRecord, Matrix<BaseFloat>& rFeatureMatrix);
-
-
- int
- WriteHTKHeader (FILE* fp_out, HtkHeader header, bool swap);
-
- int
- WriteHTKFeature (FILE* fp_out, FLOAT *out, size_t fea_len, bool swap, bool compress, FLOAT* pScale, FLOAT* pBias);
-
- int
- WriteHTKFeatures(FILE* pOutFp, FLOAT * pOut, int nCoeffs, int nSamples, int samplePeriod, int targetKind, bool swap);
-
- int
- WriteHTKFeatures(
- FILE * pOutFp,
- int samplePeriod,
- int targetKind,
- bool swap,
- Matrix<BaseFloat>& rFeatureMatrix
- );
-
- bool
- ReadGzipAsciiFeatures(const FileListElem& rFileNameRecord, Matrix<BaseFloat>& rFeatureMatrix);
-
- }; // class FeatureStream
-
-} //namespace TNet
-
-#endif // TNet_Features_h