102 #pragma warning (disable: 4244) 122 for (i = 0; i < n_cmn_type_str; ++i) {
126 E_FATAL(
"Unknown CMN type '%s'\n", str);
131 cmn_init(int32 veclen)
135 cmn->veclen = veclen;
136 cmn->cmn_mean = (mfcc_t *)
ckd_calloc(veclen,
sizeof(mfcc_t));
137 cmn->cmn_var = (mfcc_t *)
ckd_calloc(veclen,
sizeof(mfcc_t));
140 cmn->cmn_mean[0] = FLOAT2MFCC(12.0);
142 E_INFO(
"mean[0]= %.2f, mean[1..%d]= 0.0\n",
143 MFCC2FLOAT(
cmn->cmn_mean[0]), veclen - 1);
162 memset(
cmn->cmn_mean, 0,
cmn->veclen *
sizeof(mfcc_t));
165 for (f = 0; f < n_frame; f++) {
167 for (i = 0; i <
cmn->veclen; i++) {
168 cmn->cmn_mean[i] += mfcp[i];
172 for (i = 0; i <
cmn->veclen; i++)
173 cmn->cmn_mean[i] /= n_frame;
176 for (i = 0; i <
cmn->veclen; i++)
181 for (f = 0; f < n_frame; f++) {
183 for (i = 0; i <
cmn->veclen; i++)
184 mfcp[i] -=
cmn->cmn_mean[i];
190 memset(
cmn->cmn_var, 0,
cmn->veclen *
sizeof(mfcc_t));
192 for (f = 0; f < n_frame; f++) {
195 for (i = 0; i <
cmn->veclen; i++) {
196 t = mfcp[i] -
cmn->cmn_mean[i];
197 cmn->cmn_var[i] += MFCCMUL(t, t);
200 for (i = 0; i <
cmn->veclen; i++)
202 cmn->cmn_var[i] = FLOAT2MFCC(sqrt((float64)n_frame / MFCC2FLOAT(
cmn->cmn_var[i])));
204 for (f = 0; f < n_frame; f++) {
206 for (i = 0; i <
cmn->veclen; i++)
207 mfcp[i] = MFCCMUL((mfcp[i] -
cmn->cmn_mean[i]),
cmn->cmn_var[i]);
#define ckd_calloc(n, sz)
Macros to simplify the use of above functions.
#define E_INFO
Print logging information to standard error stream.
Sphinx's memory allocation/deallocation routines.
Apply Cepstral Mean Normalization (CMN) to the set of input mfc frames.
SPHINXBASE_EXPORT void ckd_free(void *ptr)
Test and free a 1-D array.
SPHINXBASE_EXPORT void cmn(cmn_t *cmn, mfcc_t **mfc, int32 varnorm, int32 n_frame)
CMN for the whole sentence.
#define E_INFOCONT
Print logging information without header, to standard error stream.
Implementation of logging routines.
SPHINXBASE_EXPORT cmn_type_t cmn_type_from_str(const char *str)
Convert string representation (from command-line) to cmn_type_t.
wrapper of operation of the cepstral mean normalization.
#define E_FATAL
Exit with non-zero status after error message.
enum cmn_type_e cmn_type_t
Types of cepstral mean normalization to apply to the features.
SPHINXBASE_EXPORT const char * cmn_type_str[]
String representations of cmn_type_t values.