next up previous contents index
Next: 5.7.2 Esignal Format Parameter Files Up: 5.7 Storage of Parameter Files Previous: 5.7 Storage of Parameter Files

5.7.1 HTK Format Parameter Files

HTK format files consist of a contiguous sequence of samples preceded by a header. Each sample is a vector of either 2-byte integers or 4-byte floats. 2-byte integers are used for compressed forms as described below and for vector quantised data as described later in section 5.11. HTK format data files can also be used to store speech waveforms as described in section 5.8.  

The HTK file format header is 12 bytes long and contains the following data

 
		nSamples		- number of samples in file (4-byte integer)

sampPeriod - sample period in 100ns units (4-byte integer)

sampSize - number of bytes per sample (2-byte integer)

parmKind - a code indicating the sample kind (2-byte integer)

The parameter kind  consists of a 6 bit code representing the basic parameter kind plus additional bits for each of the possible qualifiers . The basic parameter kind codes are
 
		0 		 WAVEFORM 		 sampled waveform

1 LPC linear prediction filter coefficients

2 LPREFC linear prediction reflection coefficients

3 LPCEPSTRA LPC cepstral coefficients

4 LPDELCEP LPC cepstra plus delta coefficients

5 IREFC LPC reflection coef in 16 bit integer format

6 MFCC mel-frequency cepstral coefficients

7 FBANK log mel-filter bank channel outputs

8 MELSPEC linear mel-filter bank channel outputs

9 USER user defined sample kind

10 DISCRETE vector quantised data

and the bit-encoding for the qualifiers (in octal) is
 
		_E 		 000100 		 has energy

_N 000200 absolute energy suppressed

_D 000400 has delta coefficients

_A 001000 has acceleration coefficients

_C 002000 is compressed

_Z 004000 has zero mean static coef.

_K 010000 has CRC checksum

_O 020000 has 0'th cepstral coef.

  The _A qualifier can only be specified when _D is also specified. The _N qualifier is only valid when both energy and delta coefficients are present. The sample kind LPDELCEP is identical to LPCEPSTRA_D and is retained for compatibility with older versions of HTK. The _C  and _K  only exist in external files. Compressed files are always decompressed on loading and any attached CRC is checked and removed. An external file can contain both an energy term and a 0'th order cepstral coefficient. These may be retained on loading but normally one or the other is discardedgif.

  tex2html_wrap19964

All parameterised forms of HTK data files consist of a sequence of vectors. Each vector is organised as shown by the examples in Fig 5.4 where various different qualified forms are listed. As can be seen, an energy value if present immediately follows the base coefficients. If delta coefficients are added, these follow the base coefficients and energy value. Note that the base form LPC is used in this figure only as an example, the same layout applies to all base sample kinds. If the 0'th order cepstral coefficient is included as well as energy then it is inserted immediately before the energy coefficient, otherwise it replaces it.

For external storage of speech parameter files, two compression methods are provided. For LP coding only, the IREFC parameter kind exploits the fact that the reflection coefficients are bounded by tex2html_wrap_inline19936 and hence they can be stored as scaled integers such that +1.0 is stored as 32767 and -1.0 is stored as -32767. For other types of parameterisation, a more general compression facility indicated by the _C  qualifier is used. HTK compressed parameter files consist of a set of compressed parameter vectors stored as shorts such that for parameter x

eqnarray3845

The coefficients A and B are defined as

eqnarray3849

where tex2html_wrap_inline19952 is the maximum value of parameter x in the whole file and tex2html_wrap_inline19956 is the corresponding minimum. I is the maximum range of a 2-byte integer i.e. 32767. The values of A and B are stored as two floating point vectors prepended to the start of the file immediately after the header.

When a HTK tool writes out a speech file to external storage, no further signal conversions are performed. Thus, for most purposes, the target parameter kind specifies both the required internal representation and the form of the written output, if any. However, there is a distinction in the way that the external data is actually stored. Firstly, it can be compressed as described above by setting the configuration parameter SAVECOMPRESSED to true. If the target kind is LPREFC then this compression is implemented by converting to IREFC otherwise the general compression algorithm described above is used. Secondly, in order to avoid data corruption problems, externally stored HTK parameter files can have a cyclic redundancy checksum appended. This is indicated by the qualifier _K  and it is generated by setting the configuration parameter SAVEWITHCRC to true. The principle tool which uses these output conversions is HCOPY (see section 5.13).


next up previous contents index
Next: 5.7.2 Esignal Format Parameter Files Up: 5.7 Storage of Parameter Files Previous: 5.7 Storage of Parameter Files

ECRL HTK_V2.1: email support@entropic.com