#ifdef HAVE_CONFIG_H #include #endif #include #include #include #include "feat.h" #include "ckd_alloc.h" const mfcc_t data[6][13] = { { FLOAT2MFCC(15.114), FLOAT2MFCC(-1.424), FLOAT2MFCC(-0.953), FLOAT2MFCC(0.186), FLOAT2MFCC(-0.656), FLOAT2MFCC(-0.226), FLOAT2MFCC(-0.105), FLOAT2MFCC(-0.412), FLOAT2MFCC(-0.024), FLOAT2MFCC(-0.091), FLOAT2MFCC(-0.124), FLOAT2MFCC(-0.158), FLOAT2MFCC(-0.197)}, { FLOAT2MFCC(14.729), FLOAT2MFCC(-1.313), FLOAT2MFCC(-0.892), FLOAT2MFCC(0.140), FLOAT2MFCC(-0.676), FLOAT2MFCC(-0.089), FLOAT2MFCC(-0.313), FLOAT2MFCC(-0.422), FLOAT2MFCC(-0.058), FLOAT2MFCC(-0.101), FLOAT2MFCC(-0.100), FLOAT2MFCC(-0.128), FLOAT2MFCC(-0.123)}, { FLOAT2MFCC(14.502), FLOAT2MFCC(-1.351), FLOAT2MFCC(-1.028), FLOAT2MFCC(-0.189), FLOAT2MFCC(-0.718), FLOAT2MFCC(-0.139), FLOAT2MFCC(-0.121), FLOAT2MFCC(-0.365), FLOAT2MFCC(-0.139), FLOAT2MFCC(-0.154), FLOAT2MFCC(0.041), FLOAT2MFCC(0.009), FLOAT2MFCC(-0.073)}, { FLOAT2MFCC(14.557), FLOAT2MFCC(-1.676), FLOAT2MFCC(-0.864), FLOAT2MFCC(0.118), FLOAT2MFCC(-0.445), FLOAT2MFCC(-0.168), FLOAT2MFCC(-0.069), FLOAT2MFCC(-0.503), FLOAT2MFCC(-0.013), FLOAT2MFCC(0.007), FLOAT2MFCC(-0.056), FLOAT2MFCC(-0.075), FLOAT2MFCC(-0.237)}, { FLOAT2MFCC(14.665), FLOAT2MFCC(-1.498), FLOAT2MFCC(-0.582), FLOAT2MFCC(0.209), FLOAT2MFCC(-0.487), FLOAT2MFCC(-0.247), FLOAT2MFCC(-0.142), FLOAT2MFCC(-0.439), FLOAT2MFCC(0.059), FLOAT2MFCC(-0.058), FLOAT2MFCC(-0.265), FLOAT2MFCC(-0.109), FLOAT2MFCC(-0.196)}, { FLOAT2MFCC(15.025), FLOAT2MFCC(-1.199), FLOAT2MFCC(-0.607), FLOAT2MFCC(0.235), FLOAT2MFCC(-0.499), FLOAT2MFCC(-0.080), FLOAT2MFCC(-0.062), FLOAT2MFCC(-0.554), FLOAT2MFCC(-0.209), FLOAT2MFCC(-0.124), FLOAT2MFCC(-0.445), FLOAT2MFCC(-0.352), FLOAT2MFCC(-0.400)}, }; int main(int argc, char *argv[]) { feat_t *fcb; mfcc_t **in_feats, ***out_feats; int32 i, j, ncep; /* Test "raw" features without concatenation */ fcb = feat_init("13", CMN_NONE, 0, AGC_NONE, 1, 13); in_feats = (mfcc_t **)ckd_alloc_2d_ptr(6, 13, data, sizeof(mfcc_t)); out_feats = (mfcc_t ***)ckd_calloc_3d(6, 1, 13, sizeof(mfcc_t)); ncep = 6; feat_s2mfc2feat_live(fcb, in_feats, &ncep, 1, 1, out_feats); for (i = 0; i < 6; ++i) { for (j = 0; j < 13; ++j) { printf("%.3f ", MFCC2FLOAT(out_feats[i][0][j])); } printf("\n"); } feat_free(fcb); ckd_free(in_feats); ckd_free_3d(out_feats); /* Test "raw" features with concatenation */ fcb = feat_init("13:1", CMN_NONE, 0, AGC_NONE, 1, 13); in_feats = (mfcc_t **)ckd_alloc_2d_ptr(6, 13, data, sizeof(mfcc_t)); out_feats = (mfcc_t ***)ckd_calloc_3d(8, 1, 39, sizeof(mfcc_t)); ncep = 6; feat_s2mfc2feat_live(fcb, in_feats, &ncep, 1, 1, out_feats); for (i = 0; i < 6; ++i) { for (j = 0; j < 39; ++j) { printf("%.3f ", MFCC2FLOAT(out_feats[i][0][j])); } printf("\n"); } feat_free(fcb); /* Test 1s_c_d_dd features */ fcb = feat_init("1s_c_d_dd", CMN_NONE, 0, AGC_NONE, 1, 13); ncep = 6; feat_s2mfc2feat_live(fcb, in_feats, &ncep, 1, 1, out_feats); for (i = 0; i < 6; ++i) { for (j = 0; j < 39; ++j) { printf("%.3f ", MFCC2FLOAT(out_feats[i][0][j])); } printf("\n"); } /* Verify that the deltas are correct. */ for (i = 2; i < 4; ++i) { for (j = 0; j < 13; ++j) { if (fabs(MFCC2FLOAT(out_feats[i][0][13+j] - (out_feats[i+2][0][j] - out_feats[i-2][0][j]))) > 0.01) { printf("Delta mismatch in [%d][%d]\n", i, j); return 1; } } } feat_free(fcb); ckd_free(in_feats); ckd_free_3d(out_feats); return 0; }