add pitch feature

run.ipynb

@@ -637,6 +637,8 @@
     "for part in DATA2; do\n",
     "    #MFCC features\n",
     "    steps/make_mfcc.sh --cmd \"$train_cmd\" --nj 12 $idata_kaldi/$part $exp_kaldi/make_mfcc/$part $mfccdir\n",
+    "    #MFCC features + Pitch\n",
+    "    steps/make_mfcc_pitch.sh --cmd \"$train_cmd\" --nj 12 $idata_kaldi/$part $exp_kaldi/make_mfcc/$part $mfccdir\n",
     "    steps/compute_cmvn_stats.sh $idata_kaldi/$part $exp_kaldi/make_mfcc/$part $mfccdir\n",
     "done"
    ]
@@ -654,6 +656,8 @@
     "for part in data DATA DATA2; do\n",
     "    #PLP features\n",
     "    steps/make_plp.sh --cmd \"$train_cmd\" --nj 12 $idata_kaldi/$part $exp_kaldi/make_plp/$part $plpdir\n",
+    "    #PLP features + Pitch\n",
+    "    steps/make_plp_pitch.sh --cmd \"$train_cmd\" --nj 12 $idata_kaldi/$part $exp_kaldi/make_plp/$part $plpdir\n",
     "    steps/compute_cmvn_stats.sh $idata_kaldi/$part $exp_kaldi/make_plp/$part $plpdir\n",
     "    #Fbank\n",
     "    #steps/make_fbank.sh --cmd \"$train_cmd\" --nj 4 $idata_kaldi/$part $exp_kaldi/make_fbank/$part $fbankdir\n",
@@ -673,7 +677,9 @@
     "fbankdir=fbank\n",
     "for part in data DATA DATA2; do\n",
     "    #Fbank\n",
-    "    steps/make_fbank.sh --cmd \"$train_cmd\" --nj 4 $idata_kaldi/$part $exp_kaldi/make_fbank/$part $fbankdir\n",
+    "    steps/make_fbank.sh --cmd \"$train_cmd\" --nj 12 $idata_kaldi/$part $exp_kaldi/make_fbank/$part $fbankdir\n",
+    "    #Fbank + pitch\n",
+    "    steps/make_fbank_pitch.sh --cmd \"$train_cmd\" --nj 10 $idata_kaldi/$part $exp_kaldi/make_fbank/$part $fbankdir\n",
     "    steps/compute_cmvn_stats.sh $idata_kaldi/$part $exp_kaldi/make_fbank/$part $fbankdir\n",
     "done"
    ]
@@ -5701,6 +5707,25 @@
       "HCLGa is not stochastic\n",
       "add-self-loops --self-loop-scale=0.1 --reorder=true exp-ESTER-V2-noise/monoAll_2/monoALI_data_5kshort/tri1_5k_30k_data_5kshort/final.mdl \n",
       "steps/decode.sh --nj 12 --cmd run.pl --mem 16G exp-ESTER-V2-noise/monoAll_2/monoALI_data_5kshort/tri1_5k_30k_data_5kshort/graph_tglarge data-ESTER-V2-noise/DATA exp-ESTER-V2-noise/monoAll_2/monoALI_data_5kshort/tri1_5k_30k_data_5kshort/decode_tglarge_EVAL2005\n",
+      "decode.sh: feature type is delta\n",
+      "steps/diagnostic/analyze_lats.sh --cmd run.pl --mem 16G exp-ESTER-V2-noise/monoAll_2/monoALI_data_5kshort/tri1_5k_30k_data_5kshort/graph_tglarge exp-ESTER-V2-noise/monoAll_2/monoALI_data_5kshort/tri1_5k_30k_data_5kshort/decode_tglarge_EVAL2005\n",
+      "analyze_phone_length_stats.py: WARNING: optional-silence SIL is seen only 75.4148388327% of the time at utterance end.  This may not be optimal.\n",
+      "steps/diagnostic/analyze_lats.sh: see stats in exp-ESTER-V2-noise/monoAll_2/monoALI_data_5kshort/tri1_5k_30k_data_5kshort/decode_tglarge_EVAL2005/log/analyze_alignments.log\n",
+      "Overall, lattice depth (10,50,90-percentile)=(3,24,162) and mean=63.5\n",
+      "steps/diagnostic/analyze_lats.sh: see stats in exp-ESTER-V2-noise/monoAll_2/monoALI_data_5kshort/tri1_5k_30k_data_5kshort/decode_tglarge_EVAL2005/log/analyze_lattice_depth_stats.log\n",
+      "tree-info exp-ESTER-V2-noise/monoAll_2/monoALI_data/tri1_5k_30k_data/tree \n",
+      "tree-info exp-ESTER-V2-noise/monoAll_2/monoALI_data/tri1_5k_30k_data/tree \n",
+      "make-h-transducer --disambig-syms-out=exp-ESTER-V2-noise/monoAll_2/monoALI_data/tri1_5k_30k_data/graph_tglarge/disambig_tid.int --transition-scale=1.0 data-ESTER-V2-noise/lang_test_tglarge/tmp/ilabels_3_1 exp-ESTER-V2-noise/monoAll_2/monoALI_data/tri1_5k_30k_data/tree exp-ESTER-V2-noise/monoAll_2/monoALI_data/tri1_5k_30k_data/final.mdl \n",
+      "fsttablecompose exp-ESTER-V2-noise/monoAll_2/monoALI_data/tri1_5k_30k_data/graph_tglarge/Ha.fst data-ESTER-V2-noise/lang_test_tglarge/tmp/CLG_3_1.fst \n",
+      "fstrmepslocal \n",
+      "fstdeterminizestar --use-log=true \n",
+      "fstrmsymbols exp-ESTER-V2-noise/monoAll_2/monoALI_data/tri1_5k_30k_data/graph_tglarge/disambig_tid.int \n",
+      "fstminimizeencoded \n",
+      "fstisstochastic exp-ESTER-V2-noise/monoAll_2/monoALI_data/tri1_5k_30k_data/graph_tglarge/HCLGa.fst \n",
+      "0.000487209 -0.0644559\n",
+      "HCLGa is not stochastic\n",
+      "add-self-loops --self-loop-scale=0.1 --reorder=true exp-ESTER-V2-noise/monoAll_2/monoALI_data/tri1_5k_30k_data/final.mdl \n",
+      "steps/decode.sh --nj 12 --cmd run.pl --mem 16G exp-ESTER-V2-noise/monoAll_2/monoALI_data/tri1_5k_30k_data/graph_tglarge data-ESTER-V2-noise/DATA exp-ESTER-V2-noise/monoAll_2/monoALI_data/tri1_5k_30k_data/decode_tglarge_EVAL2005\n",
       "decode.sh: feature type is delta\n"
      ]
     }