diff --git a/model-ru/am/final.mdl b/model-ru/am/final.mdl
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index 0000000..ff1eef6
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diff --git a/model-ru/conf/mfcc.conf b/model-ru/conf/mfcc.conf
new file mode 100644
index 0000000..925d5bb
--- /dev/null
+++ b/model-ru/conf/mfcc.conf
@@ -0,0 +1,7 @@
+--use-energy=false
+--sample-frequency=8000
+--num-mel-bins=20
+--num-ceps=20
+--low-freq=100
+--high-freq=3700
+--allow-downsample=true
diff --git a/model-ru/conf/model.conf b/model-ru/conf/model.conf
new file mode 100644
index 0000000..64bc89e
--- /dev/null
+++ b/model-ru/conf/model.conf
@@ -0,0 +1,10 @@
+--min-active=200
+--max-active=3000
+--beam=10.0
+--lattice-beam=2.0
+--acoustic-scale=1.0
+--frame-subsampling-factor=3
+--endpoint.silence-phones=1:2:3:4:5:6:7:8:9:10
+--endpoint.rule2.min-trailing-silence=0.5
+--endpoint.rule3.min-trailing-silence=1.0
+--endpoint.rule4.min-trailing-silence=2.0
diff --git a/model-ru/graph/Gr.fst b/model-ru/graph/Gr.fst
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index 0000000..92fc368
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diff --git a/model-ru/graph/HCLr.fst b/model-ru/graph/HCLr.fst
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index 0000000..0ea0f25
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diff --git a/model-ru/graph/disambig_tid.int b/model-ru/graph/disambig_tid.int
new file mode 100644
index 0000000..d2b9dea
--- /dev/null
+++ b/model-ru/graph/disambig_tid.int
@@ -0,0 +1,6 @@
+11951
+11952
+11953
+11954
+11955
+11956
diff --git a/model-ru/graph/phones/word_boundary.int b/model-ru/graph/phones/word_boundary.int
new file mode 100644
index 0000000..f4a3008
--- /dev/null
+++ b/model-ru/graph/phones/word_boundary.int
@@ -0,0 +1,202 @@
+1 nonword
+2 begin
+3 end
+4 internal
+5 singleton
+6 nonword
+7 begin
+8 end
+9 internal
+10 singleton
+11 begin
+12 end
+13 internal
+14 singleton
+15 begin
+16 end
+17 internal
+18 singleton
+19 begin
+20 end
+21 internal
+22 singleton
+23 begin
+24 end
+25 internal
+26 singleton
+27 begin
+28 end
+29 internal
+30 singleton
+31 begin
+32 end
+33 internal
+34 singleton
+35 begin
+36 end
+37 internal
+38 singleton
+39 begin
+40 end
+41 internal
+42 singleton
+43 begin
+44 end
+45 internal
+46 singleton
+47 begin
+48 end
+49 internal
+50 singleton
+51 begin
+52 end
+53 internal
+54 singleton
+55 begin
+56 end
+57 internal
+58 singleton
+59 begin
+60 end
+61 internal
+62 singleton
+63 begin
+64 end
+65 internal
+66 singleton
+67 begin
+68 end
+69 internal
+70 singleton
+71 begin
+72 end
+73 internal
+74 singleton
+75 begin
+76 end
+77 internal
+78 singleton
+79 begin
+80 end
+81 internal
+82 singleton
+83 begin
+84 end
+85 internal
+86 singleton
+87 begin
+88 end
+89 internal
+90 singleton
+91 begin
+92 end
+93 internal
+94 singleton
+95 begin
+96 end
+97 internal
+98 singleton
+99 begin
+100 end
+101 internal
+102 singleton
+103 begin
+104 end
+105 internal
+106 singleton
+107 begin
+108 end
+109 internal
+110 singleton
+111 begin
+112 end
+113 internal
+114 singleton
+115 begin
+116 end
+117 internal
+118 singleton
+119 begin
+120 end
+121 internal
+122 singleton
+123 begin
+124 end
+125 internal
+126 singleton
+127 begin
+128 end
+129 internal
+130 singleton
+131 begin
+132 end
+133 internal
+134 singleton
+135 begin
+136 end
+137 internal
+138 singleton
+139 begin
+140 end
+141 internal
+142 singleton
+143 begin
+144 end
+145 internal
+146 singleton
+147 begin
+148 end
+149 internal
+150 singleton
+151 begin
+152 end
+153 internal
+154 singleton
+155 begin
+156 end
+157 internal
+158 singleton
+159 begin
+160 end
+161 internal
+162 singleton
+163 begin
+164 end
+165 internal
+166 singleton
+167 begin
+168 end
+169 internal
+170 singleton
+171 begin
+172 end
+173 internal
+174 singleton
+175 begin
+176 end
+177 internal
+178 singleton
+179 begin
+180 end
+181 internal
+182 singleton
+183 begin
+184 end
+185 internal
+186 singleton
+187 begin
+188 end
+189 internal
+190 singleton
+191 begin
+192 end
+193 internal
+194 singleton
+195 begin
+196 end
+197 internal
+198 singleton
+199 begin
+200 end
+201 internal
+202 singleton
diff --git a/model-ru/ivector/final.dubm b/model-ru/ivector/final.dubm
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index 0000000..8d7bb1b
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diff --git a/model-ru/ivector/final.ie b/model-ru/ivector/final.ie
new file mode 100644
index 0000000..b406d73
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diff --git a/model-ru/ivector/final.mat b/model-ru/ivector/final.mat
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index 0000000..226ea9f
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diff --git a/model-ru/ivector/global_cmvn.stats b/model-ru/ivector/global_cmvn.stats
new file mode 100644
index 0000000..e607c52
--- /dev/null
+++ b/model-ru/ivector/global_cmvn.stats
@@ -0,0 +1,3 @@
+ [
+  4.553483e+10 -9.095043e+07 2.328123e+09 7.908184e+08 -3.256219e+09 -2.753488e+09 -3.71672e+09 -1.043767e+09 -1.022694e+09 -3.380074e+08 -2.79579e+07 5.772735e+07 -6.475296e+08 -1.183111e+08 -8.420892e+08 -2.131176e+08 -4.453426e+08 -8.402154e+07 -1.383195e+08 3.562307e+07 6.215407e+08 
+  3.477019e+12 1.215131e+11 1.390243e+11 1.183549e+11 1.255466e+11 1.252689e+11 1.423536e+11 1.264542e+11 1.102248e+11 9.928637e+10 8.729771e+10 7.459433e+10 6.094329e+10 4.824725e+10 3.622141e+10 2.47702e+10 1.786494e+10 1.145207e+10 7.080127e+09 3.903864e+09 0 ]
diff --git a/model-ru/ivector/online_cmvn.conf b/model-ru/ivector/online_cmvn.conf
new file mode 100644
index 0000000..7748a4a
--- /dev/null
+++ b/model-ru/ivector/online_cmvn.conf
@@ -0,0 +1 @@
+# configuration file for apply-cmvn-online, used in the script ../local/run_online_decoding.sh
diff --git a/model-ru/ivector/splice.conf b/model-ru/ivector/splice.conf
new file mode 100644
index 0000000..960cd2e
--- /dev/null
+++ b/model-ru/ivector/splice.conf
@@ -0,0 +1,2 @@
+--left-context=3
+--right-context=3