sajith shaminda - 2017-12-24

hi, I am developin a keyword search live speech application using pocketsphinx and python. I use the
https://github.com/cmusphinx/pocketsphinx/blob/master/swig/python/test/kws_test.py, using standard files (en-us) from github.
I run the kws_test.py successfully. Result is some numeric values which i have no any idea because i am a beginner here. Can some one explain what these results are saying or some other way to print the keywords that identify.

here is the results

(base) D:\AI\pocketsphinx\swig\python\test>python kws_test.py
INFO: pocketsphinx.c(152): Parsed model-specific feature parameters from ../../../model\en-us/en-us/feat.params
Current configuration:
[NAME]                  [DEFLT]         [VALUE]
-agc                    none            none
-agcthresh              2.0             2.000000e+00
-allphone
-allphone_ci            no              no
-alpha                  0.97            9.700000e-01
-ascale                 20.0            2.000000e+01
-aw                     1               1
-backtrace              no              no
-beam                   1e-48           1.000000e-48
-bestpath               yes             yes
-bestpathlw             9.5             9.500000e+00
-ceplen                 13              13
-cmn                    live            batch
-cmninit                40,3,-1         41.00,-5.29,-0.12,5.09,2.48,-4.07,-1.37,-1.78,-5.08,-2.05,-6.45,-1.42,1.17
-compallsen             no              no
-debug                                  0
-dict                                   ../../../model\en-us/cmudict-en-us.dict
-dictcase               no              no
-dither                 no              no
-doublebw               no              no
-ds                     1               1
-fdict
-feat                   1s_c_d_dd       1s_c_d_dd
-featparams
-fillprob               1e-8            1.000000e-08
-frate                  100             100
-fsg
-fsgusealtpron          yes             yes
-fsgusefiller           yes             yes
-fwdflat                yes             yes
-fwdflatbeam            1e-64           1.000000e-64
-fwdflatefwid           4               4
-fwdflatlw              8.5             8.500000e+00
-fwdflatsfwin           25              25
-fwdflatwbeam           7e-29           7.000000e-29
-fwdtree                yes             yes
-hmm                                    ../../../model\en-us/en-us
-input_endian           little          little
-jsgf
-keyphrase                              forward
-kws
-kws_delay              10              10
-kws_plp                1e-1            1.000000e-01
-kws_threshold          1               1.000000e+20
-latsize                5000            5000
-lda
-ldadim                 0               0
-lifter                 0               22
-lm
-lmctl
-lmname
-logbase                1.0001          1.000100e+00
-logfn
-logspec                no              no
-lowerf                 133.33334       1.300000e+02
-lpbeam                 1e-40           1.000000e-40
-lponlybeam             7e-29           7.000000e-29
-lw                     6.5             6.500000e+00
-maxhmmpf               30000           30000
-maxwpf                 -1              -1
-mdef
-mean
-mfclogdir
-min_endfr              0               0
-mixw
-mixwfloor              0.0000001       1.000000e-07
-mllr
-mmap                   yes             yes
-ncep                   13              13
-nfft                   512             512
-nfilt                  40              25
-nwpen                  1.0             1.000000e+00
-pbeam                  1e-48           1.000000e-48
-pip                    1.0             1.000000e+00
-pl_beam                1e-10           1.000000e-10
-pl_pbeam               1e-10           1.000000e-10
-pl_pip                 1.0             1.000000e+00
-pl_weight              3.0             3.000000e+00
-pl_window              5               5
-rawlogdir
-remove_dc              no              no
-remove_noise           yes             yes
-remove_silence         yes             yes
-round_filters          yes             yes
-samprate               16000           1.600000e+04
-seed                   -1              -1
-sendump
-senlogdir
-senmgau
-silprob                0.005           5.000000e-03
-smoothspec             no              no
-svspec                                 0-12/13-25/26-38
-tmat
-tmatfloor              0.0001          1.000000e-04
-topn                   4               4
-topn_beam              0               0
-toprule
-transform              legacy          dct
-unit_area              yes             yes
-upperf                 6855.4976       6.800000e+03
-uw                     1.0             1.000000e+00
-vad_postspeech         50              50
-vad_prespeech          20              20
-vad_startspeech        10              10
-vad_threshold          2.0             2.000000e+00
-var
-varfloor               0.0001          1.000000e-04
-varnorm                no              no
-verbose                no              no
-warp_params
-warp_type              inverse_linear  inverse_linear
-wbeam                  7e-29           7.000000e-29
-wip                    0.65            6.500000e-01
-wlen                   0.025625        2.562500e-02

INFO: feat.c(715): Initializing feature stream to type: '1s_c_d_dd', ceplen=13, CMN='batch', VARNORM='no', AGC='none'
INFO: acmod.c(166): Using subvector specification 0-12/13-25/26-38
INFO: mdef.c(518): Reading model definition: ../../../model\en-us/en-us/mdef
INFO: mdef.c(531): Found byte-order mark BMDF, assuming this is a binary mdef file
INFO: bin_mdef.c(336): Reading binary model definition: ../../../model\en-us/en-us/mdef
INFO: bin_mdef.c(516): 42 CI-phone, 137053 CD-phone, 3 emitstate/phone, 126 CI-sen, 5126 Sen, 29324 Sen-Seq
INFO: tmat.c(149): Reading HMM transition probability matrices: ../../../model\en-us/en-us/transition_matrices
INFO: acmod.c(117): Attempting to use PTM computation module
INFO: ms_gauden.c(127): Reading mixture gaussian parameter: ../../../model\en-us/en-us/means
INFO: ms_gauden.c(242): 42 codebook, 3 feature, size:
INFO: ms_gauden.c(244):  128x13
INFO: ms_gauden.c(244):  128x13
INFO: ms_gauden.c(244):  128x13
INFO: ms_gauden.c(127): Reading mixture gaussian parameter: ../../../model\en-us/en-us/variances
INFO: ms_gauden.c(242): 42 codebook, 3 feature, size:
INFO: ms_gauden.c(244):  128x13
INFO: ms_gauden.c(244):  128x13
INFO: ms_gauden.c(244):  128x13
INFO: ms_gauden.c(304): 222 variance values floored
INFO: ptm_mgau.c(476): Loading senones from dump file ../../../model\en-us/en-us/sendump
INFO: ptm_mgau.c(500): BEGIN FILE FORMAT DESCRIPTION
INFO: ptm_mgau.c(563): Rows: 128, Columns: 5126
INFO: ptm_mgau.c(595): Using memory-mapped I/O for senones
INFO: ptm_mgau.c(838): Maximum top-N: 4
INFO: phone_loop_search.c(114): State beam -225 Phone exit beam -225 Insertion penalty 0
INFO: dict.c(320): Allocating 138824 * 32 bytes (4338 KiB) for word entries
INFO: dict.c(333): Reading main dictionary: ../../../model\en-us/cmudict-en-us.dict
INFO: dict.c(213): Dictionary size 134723, allocated 1016 KiB for strings, 1679 KiB for phones
INFO: dict.c(336): 134723 words read
INFO: dict.c(358): Reading filler dictionary: ../../../model\en-us/en-us/noisedict
INFO: dict.c(213): Dictionary size 134728, allocated 0 KiB for strings, 0 KiB for phones
INFO: dict.c(361): 5 words read
INFO: dict2pid.c(396): Building PID tables for dictionary
INFO: dict2pid.c(406): Allocating 42^3 * 2 bytes (144 KiB) for word-initial triphones
INFO: dict2pid.c(132): Allocated 42672 bytes (41 KiB) for word-final triphones
INFO: dict2pid.c(196): Allocated 42672 bytes (41 KiB) for single-phone word triphones
INFO: kws_search.c(406): KWS(beam: -1080, plp: -23, default threshold 449, delay 10)
INFO: cmn_live.c(88): Update from < 41.00 -5.29 -0.12  5.09  2.48 -4.07 -1.37 -1.78 -5.08 -2.05 -6.45 -1.42  1.17 >
INFO: cmn_live.c(105): Update to   < 32.43  7.13 -3.38 -0.82 -1.30 -3.21 -0.27  1.65 -1.59 -2.34 -5.01 -5.51 -3.56 >
INFO: cmn_live.c(88): Update from < 32.43  7.13 -3.38 -0.82 -1.30 -3.21 -0.27  1.65 -1.59 -2.34 -5.01 -5.51 -3.56 >
INFO: cmn_live.c(105): Update to   < 34.55  5.22 -3.80  2.08 -0.10 -4.06 -2.41  0.47 -2.60 -2.20 -7.81 -3.07 -1.54 >
INFO: cmn_live.c(88): Update from < 34.55  5.22 -3.80  2.08 -0.10 -4.06 -2.41  0.47 -2.60 -2.20 -7.81 -3.07 -1.54 >
INFO: cmn_live.c(105): Update to   < 32.25  5.88 -3.17 -1.69 -1.22 -3.64 -1.26  0.45 -2.18 -1.84 -6.88 -3.63 -2.60 >
INFO: dict2pid.c(396): Building PID tables for dictionary
INFO: dict2pid.c(406): Allocating 42^3 * 2 bytes (144 KiB) for word-initial triphones
INFO: dict2pid.c(132): Allocated 42672 bytes (41 KiB) for word-final triphones
INFO: dict2pid.c(196): Allocated 42672 bytes (41 KiB) for single-phone word triphones
INFO: kws_search.c(406): KWS(beam: -1080, plp: -23, default threshold 449, delay 10)
INFO: cmn_live.c(88): Update from < 41.00 -5.29 -0.12  5.09  2.48 -4.07 -1.37 -1.78 -5.08 -2.05 -6.45 -1.42  1.17 >
INFO: cmn_live.c(105): Update to   < 32.43  7.13 -3.38 -0.82 -1.30 -3.21 -0.27  1.65 -1.59 -2.34 -5.01 -5.51 -3.56 >
INFO: cmn_live.c(88): Update from < 32.43  7.13 -3.38 -0.82 -1.30 -3.21 -0.27  1.65 -1.59 -2.34 -5.01 -5.51 -3.56 >
INFO: cmn_live.c(105): Update to   < 34.55  5.22 -3.80  2.08 -0.10 -4.06 -2.41  0.47 -2.60 -2.20 -7.81 -3.07 -1.54 >
INFO: cmn_live.c(88): Update from < 34.55  5.22 -3.80  2.08 -0.10 -4.06 -2.41  0.47 -2.60 -2.20 -7.81 -3.07 -1.54 >
INFO: cmn_live.c(105): Update to   < 32.25  5.88 -3.17 -1.69 -1.22 -3.64 -1.26  0.45 -2.18 -1.84 -6.88 -3.63 -2.60 >
INFO: cmn_live.c(88): Update from < 32.25  5.88 -3.17 -1.69 -1.22 -3.64 -1.26  0.45 -2.18 -1.84 -6.88 -3.63 -2.60 >
INFO: cmn_live.c(105): Update to   < 30.90  6.80 -2.63 -3.12 -1.11 -2.78  0.21  1.33 -1.43 -2.14 -8.34 -5.16 -3.77 >
INFO: cmn_live.c(88): Update from < 30.90  6.80 -2.63 -3.12 -1.11 -2.78  0.21  1.33 -1.43 -2.14 -8.34 -5.16 -3.77 >
INFO: cmn_live.c(105): Update to   < 31.16  5.03 -2.35 -2.76 -0.14 -2.58  0.12  0.67 -0.21 -3.05 -6.83 -6.26 -4.27 >
INFO: cmn_live.c(88): Update from < 31.16  5.03 -2.35 -2.76 -0.14 -2.58  0.12  0.67 -0.21 -3.05 -6.83 -6.26 -4.27 >
INFO: cmn_live.c(105): Update to   < 31.73  6.73 -2.56 -2.65  1.76 -0.61  1.73  2.15  1.19 -1.67 -5.16 -4.60 -4.55 >
INFO: cmn_live.c(88): Update from < 31.73  6.73 -2.56 -2.65  1.76 -0.61  1.73  2.15  1.19 -1.67 -5.16 -4.60 -4.55 >
INFO: cmn_live.c(105): Update to   < 33.32  3.77 -4.21 -4.00  0.68 -0.37  1.42  0.69  1.32 -0.93 -5.05 -4.91 -5.51 >
INFO: cmn_live.c(88): Update from < 33.32  3.77 -4.21 -4.00  0.68 -0.37  1.42  0.69  1.32 -0.93 -5.05 -4.91 -5.51 >
INFO: cmn_live.c(105): Update to   < 34.89  2.13 -4.83 -4.29 -0.01 -2.08 -1.44 -2.30 -1.70 -0.59 -3.03 -2.66 -4.23 >
INFO: cmn_live.c(88): Update from < 34.89  2.13 -4.83 -4.29 -0.01 -2.08 -1.44 -2.30 -1.70 -0.59 -3.03 -2.66 -4.23 >
INFO: cmn_live.c(105): Update to   < 35.64  0.45 -4.10 -5.71 -0.31 -1.57 -0.26 -1.90 -2.37 -1.93 -1.41 -1.72 -4.08 >