diff --git a/CHANGELOG.md b/CHANGELOG.md
index 45bbad5..db91e23 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -2,10 +2,12 @@
 
 ## Unreleased
 - ESP-DSP dependency is now installed from the component registry
-- Add some English MultiNet6 model which is trained by RNNT and CTC
+- Add an English MultiNet6 model which is trained by RNNT and CTC
+- Add a Chinese MultiNet6 model which is trained by RNNT and CTC
 - Fixed CMake errors when esp-sr was installed from component registry
 - Fixed the list of supported chips displayed in the component registry
 
+
 ## 1.1.0
 - Support esp32c3 for Chinese TTS
 - Update document of ESP-SR
diff --git a/Kconfig.projbuild b/Kconfig.projbuild
index 67d79f8..05460c9 100644
--- a/Kconfig.projbuild
+++ b/Kconfig.projbuild
@@ -143,7 +143,11 @@ choice CHINESE_SR_MN_MODEL_SEL
         depends on IDF_TARGET_ESP32S3
 
     config SR_MN_CN_MULTINET5_RECOGNITION_QUANT8
-        bool "english recognition (mn5q8_cn)"
+        bool "chinese recognition (mn5q8_cn)"
+        depends on IDF_TARGET_ESP32S3
+    
+    config SR_MN_CN_MULTINET6_QUANT
+        bool "chinese recognition (mn6_cn)"
         depends on IDF_TARGET_ESP32S3
 endchoice
 
@@ -164,10 +168,6 @@ choice ENGLISH_SR_MN_MODEL_SEL
     config SR_MN_EN_MULTINET6_QUANT
         bool "english recognition (mn6_en)"
         depends on IDF_TARGET_ESP32S3
-    
-    config SR_MN_EN_MULTINET6_CTC_QUANT
-        bool "english recognition(RNNT+CTC) (mn6_en_ctc)"
-        depends on IDF_TARGET_ESP32S3
 
 endchoice
 
@@ -2179,1028 +2179,4 @@ config EN_SPEECH_COMMAND_ID199
 
 endmenu
 
-
-menu "Add English speech commands"
-depends on SR_MN_EN_MULTINET6_QUANT
-config EN_SPEECH_COMMAND_ID0
-    string "ID0"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default "_TE LL _ME _A _JO KE,TE LL _ME _A _JO KE"
-
-config EN_SPEECH_COMMAND_ID1
-    string "ID1"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default "_S ING _A _SO NG,S ING _A _SO NG"
-
-config EN_SPEECH_COMMAND_ID2
-    string "ID2"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default "_PLAY _NEW S _CHA N N EL,P LA Y _NEW S _CHA N N EL"
-
-config EN_SPEECH_COMMAND_ID3
-    string "ID3"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default "_TURN _ON _MY _SO UND BO X,_TURN _ON _MY _S O U ND B O X,_TURN _ON _MY _ S O UN D BO X"
-
-config EN_SPEECH_COMMAND_ID4
-    string "ID4"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default "_TURN _OF F _MY _SO UND BO X,_TURN _OF _MY _S O U ND B O X,_TURN _OF _MY _ S O UN D BO X"
-
-config EN_SPEECH_COMMAND_ID5
-    string "ID5"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default "_HIGH EST _ VO LU ME,H IG H EST _ VO LU ME"
-
-config EN_SPEECH_COMMAND_ID6
-    string "ID6"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default "LOW EST _ VO LU ME"
-
-config EN_SPEECH_COMMAND_ID7
-    string "ID7"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default "_IN C RE A SE _THE _ VO LU ME"
-
-config EN_SPEECH_COMMAND_ID8
-    string "ID8"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default "_DE C RE A SE _THE _ VO LU ME"
-
-config EN_SPEECH_COMMAND_ID9
-    string "ID9"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default "_TURN _ON _THE _T V,T UR N _ON _THE _T V"
-
-config EN_SPEECH_COMMAND_ID10
-    string "ID10"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default "_TURN _OF F _THE _T V,T UR N _OF F _THE _T V"
-
-config EN_SPEECH_COMMAND_ID11
-    string "ID11"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default "_MAKE _ME _A _TE A,MA KE _ME _A _TE A"
-
-config EN_SPEECH_COMMAND_ID12
-    string "ID12"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default "_MAKE _ME _A _CO FF E E,MA KE _ME _A _CO FF E E"
-
-config EN_SPEECH_COMMAND_ID13
-    string "ID13"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default "_TURN _ON _THE _ L IGHT,T UR N _ON _THE _ L IGHT"
-
-config EN_SPEECH_COMMAND_ID14
-    string "ID14"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default "_TURN _OF F _THE _ L IGHT,T UR N _OF F _THE _ L IGHT,_TURN _OF _THE _ L IGHT"
-
-config EN_SPEECH_COMMAND_ID15
-    string "ID15"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default "_CHA NG E _THE _COL OR _TO _RE D,CH AN GE _THE _COL OR _TO _RE D"
-
-config EN_SPEECH_COMMAND_ID16
-    string "ID15"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default "_CHA NG E _THE _COL OR _TO _G RE EN,CH AN GE _THE _COL OR _TO _G RE EN"
-
-config EN_SPEECH_COMMAND_ID17
-    string "ID15"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default "_TURN _ON _ALL _THE _ L IGHT S,T UR N _ON _ALL _THE _ L IGHT S"
-
-config EN_SPEECH_COMMAND_ID18
-    string "ID15"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default "_TURN _OF F _ALL _THE _ L IGHT S,_TURN _OF _ALL _THE _ L IGHT S"
-
-config EN_SPEECH_COMMAND_ID19
-    string "ID15"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default "_TURN _ON _THE _A IR _CON D ITION ER"
-
-config EN_SPEECH_COMMAND_ID20
-    string "ID16"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default "_TURN _OF F _THE _A IR _CON D ITION ER,_TURN _OF _THE _A IR _CON D ITION ER"
-
-config EN_SPEECH_COMMAND_ID21
-    string "ID17"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default "_SE T _THE _TE MP ER A TURE _TO _SIX TE EN _DE G RE ES"
-
-config EN_SPEECH_COMMAND_ID22
-    string "ID18"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default "_SE T _THE _TE MP ER A TURE _TO _SE VEN TE EN _DE G RE ES"
-
-config EN_SPEECH_COMMAND_ID23
-    string "ID19"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default "_SE T _THE _TE MP ER A TURE _TO _E IGHT E EN _DE G RE ES"
-
-config EN_SPEECH_COMMAND_ID24
-    string "ID20"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default "_SE T _THE _TE MP ER A TURE _TO _NI NE TE EN _DE G RE ES"
-
-config EN_SPEECH_COMMAND_ID25
-    string "ID21"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default "_SE T _THE _TE MP ER A TURE _TO _T W ENT Y _DE G RE ES"
-
-config EN_SPEECH_COMMAND_ID26
-    string "ID22"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default "_SE T _THE _TE MP ER A TURE _TO _T W ENT Y _ONE _DE G RE ES"
-
-config EN_SPEECH_COMMAND_ID27
-    string "ID23"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default "_SE T _THE _TE MP ER A TURE _TO _T W ENT Y _TWO _DE G RE ES"
-
-config EN_SPEECH_COMMAND_ID28
-    string "ID24"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default "_SE T _THE _TE MP ER A TURE _TO _T W ENT Y _THREE _DE G RE ES"
-
-config EN_SPEECH_COMMAND_ID29
-    string "ID25"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default "_SE T _THE _TE MP ER A TURE _TO _T W ENT Y _FOUR _DE G RE ES"
-
-config EN_SPEECH_COMMAND_ID30
-    string "ID26"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default "_SE T _THE _TE MP ER A TURE _TO _T W ENT Y _F IVE _DE G RE ES"
-
-config EN_SPEECH_COMMAND_ID31
-    string "ID27"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default "_SE T _THE _TE MP ER A TURE _TO _T W ENT Y _SIX _DE G RE ES"
-
-config EN_SPEECH_COMMAND_ID28
-    string "ID28"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID29
-    string "ID29"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID30
-    string "ID30"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID31
-    string "ID31"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID32
-    string "ID32"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID33
-    string "ID33"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID34
-    string "ID34"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID35
-    string "ID35"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID36
-    string "ID36"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID37
-    string "ID37"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID38
-    string "ID38"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID39
-    string "ID39"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID40
-    string "ID40"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID41
-    string "ID41"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID42
-    string "ID42"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID43
-    string "ID43"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID44
-    string "ID44"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID45
-    string "ID45"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID46
-    string "ID46"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID47
-    string "ID47"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID48
-    string "ID48"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID49
-    string "ID49"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID50
-    string "ID50"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID51
-    string "ID51"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID52
-    string "ID52"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID53
-    string "ID53"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID54
-    string "ID54"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID55
-    string "ID55"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID56
-    string "ID56"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID57
-    string "ID57"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID58
-    string "ID58"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID59
-    string "ID59"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID60
-    string "ID60"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID61
-    string "ID61"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID62
-    string "ID62"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID63
-    string "ID63"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID64
-    string "ID64"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID65
-    string "ID65"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID66
-    string "ID66"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID67
-    string "ID67"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID68
-    string "ID68"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID69
-    string "ID69"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID70
-    string "ID70"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID71
-    string "ID71"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID72
-    string "ID72"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID73
-    string "ID73"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID74
-    string "ID74"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID75
-    string "ID75"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID76
-    string "ID76"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID77
-    string "ID77"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID78
-    string "ID78"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID79
-    string "ID79"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID80
-    string "ID80"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID81
-    string "ID81"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID82
-    string "ID82"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID83
-    string "ID83"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID84
-    string "ID84"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID85
-    string "ID85"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID86
-    string "ID86"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID87
-    string "ID87"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID88
-    string "ID88"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID89
-    string "ID89"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID90
-    string "ID90"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID91
-    string "ID91"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID92
-    string "ID92"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID93
-    string "ID93"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID94
-    string "ID94"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID95
-    string "ID95"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID96
-    string "ID96"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID97
-    string "ID97"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID98
-    string "ID98"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID99
-    string "ID99"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID100
-    string "ID100"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID101
-    string "ID101"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID102
-    string "ID102"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID103
-    string "ID103"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID104
-    string "ID104"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID105
-    string "ID105"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID106
-    string "ID106"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID107
-    string "ID107"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID108
-    string "ID108"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID109
-    string "ID109"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID110
-    string "ID110"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID111
-    string "ID111"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID112
-    string "ID112"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID113
-    string "ID113"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID114
-    string "ID114"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID115
-    string "ID115"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID116
-    string "ID116"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID117
-    string "ID117"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID118
-    string "ID118"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID119
-    string "ID119"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID120
-    string "ID120"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID121
-    string "ID121"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID122
-    string "ID122"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID123
-    string "ID123"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID124
-    string "ID124"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID125
-    string "ID125"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID126
-    string "ID126"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID127
-    string "ID127"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID128
-    string "ID128"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID129
-    string "ID129"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID130
-    string "ID130"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID131
-    string "ID131"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID132
-    string "ID132"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID133
-    string "ID133"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID134
-    string "ID134"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID135
-    string "ID135"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID136
-    string "ID136"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID137
-    string "ID137"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID138
-    string "ID138"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID139
-    string "ID139"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID140
-    string "ID140"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID141
-    string "ID141"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID142
-    string "ID142"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID143
-    string "ID143"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID144
-    string "ID144"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID145
-    string "ID145"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID146
-    string "ID146"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID147
-    string "ID147"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID148
-    string "ID148"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID149
-    string "ID149"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID150
-    string "ID150"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID151
-    string "ID151"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID152
-    string "ID152"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID153
-    string "ID153"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID154
-    string "ID154"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID155
-    string "ID155"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID156
-    string "ID156"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID157
-    string "ID157"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID158
-    string "ID158"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID159
-    string "ID159"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID160
-    string "ID160"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID161
-    string "ID161"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID162
-    string "ID162"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID163
-    string "ID163"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID164
-    string "ID164"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID165
-    string "ID165"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID166
-    string "ID166"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID167
-    string "ID167"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID168
-    string "ID168"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID169
-    string "ID169"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID170
-    string "ID170"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID171
-    string "ID171"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID172
-    string "ID172"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID173
-    string "ID173"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID174
-    string "ID174"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID175
-    string "ID175"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID176
-    string "ID176"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID177
-    string "ID177"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID178
-    string "ID178"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID179
-    string "ID179"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID180
-    string "ID180"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID181
-    string "ID181"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID182
-    string "ID182"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID183
-    string "ID183"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID184
-    string "ID184"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID185
-    string "ID185"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID186
-    string "ID186"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID187
-    string "ID187"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID188
-    string "ID188"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID189
-    string "ID189"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID190
-    string "ID190"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID191
-    string "ID191"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID192
-    string "ID192"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID193
-    string "ID193"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID194
-    string "ID194"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID195
-    string "ID195"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID196
-    string "ID196"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID197
-    string "ID197"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID198
-    string "ID198"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-
-config EN_SPEECH_COMMAND_ID199
-    string "ID199"
-    depends on SR_MN_EN_MULTINET6_QUANT
-    default ""
-endmenu
-
 endmenu
diff --git a/docs/en/benchmark/README.rst b/docs/en/benchmark/README.rst
index a335d64..b2a4ef9 100644
--- a/docs/en/benchmark/README.rst
+++ b/docs/en/benchmark/README.rst
@@ -151,6 +151,8 @@ Resource Occupancy
     | MultiNet 5  | 16 KB       | 2310 KB     | 12 ms       | 32 ms       |
     | Q8          |             |             |             |             |
     +-------------+-------------+-------------+-------------+-------------+
+    | MultiNet 6  | 48 KB       | 4000 KB     | 12 ms       | 32 ms       |
+    +-------------+-------------+-------------+-------------+-------------+
 
 Performance Test
 ~~~~~~~~~~~~~~~~
diff --git a/docs/en/speech_command_recognition/README.rst b/docs/en/speech_command_recognition/README.rst
index 44c59f5..06d0066 100644
--- a/docs/en/speech_command_recognition/README.rst
+++ b/docs/en/speech_command_recognition/README.rst
@@ -23,17 +23,7 @@ MultiNet is a lightweight model designed to recognize multiple speech command wo
 
 The MultiNet input is the audio processed by the audio-front-end algorithm (AFE), with the format of 16 KHz, 16 bit and mono. By recognizing the audio signals, speech commands can be recognized.
 
-The following table shows the models supported by Espressif SoCs:
-
-+---------+-----------+-------------+---------------+-------------+
-|  Chip   |   ESP32   |   ESP32S3                                 |
-+=========+===========+=============+===============+=============+
-| Model   | MultiNet2 | MultiNet4.5 | MultiNet4.5Q8 | MultiNet5Q8 |
-+---------+-----------+-------------+---------------+-------------+
-| Chinese | √         | √           | √             | √           |
-+---------+-----------+-------------+---------------+-------------+
-| English |           |             |               | √           |
-+---------+-----------+-------------+---------------+-------------+
+Please refer to :doc:`Models Benchmark  <../benchmark/README>` to check models supported by Espressif SoCs.
 
 For details on flash models, see Section :doc:`Flashing Models <../flash_model/README>` .
 
diff --git a/docs/zh_CN/benchmark/README.rst b/docs/zh_CN/benchmark/README.rst
index a212f53..cf78cf9 100644
--- a/docs/zh_CN/benchmark/README.rst
+++ b/docs/zh_CN/benchmark/README.rst
@@ -151,6 +151,8 @@ MultiNet
     | MultiNet 5  | 16 KB       | 2310 KB     | 12 ms       | 32 ms       |
     | Q8          |             |             |             |             |
     +-------------+-------------+-------------+-------------+-------------+
+    | MultiNet 6  | 48 KB       | 4000 KB     | 12 ms       | 32 ms       |
+    +-------------+-------------+-------------+-------------+-------------+
 
 性能测试
 ~~~~~~~~
diff --git a/docs/zh_CN/speech_command_recognition/README.rst b/docs/zh_CN/speech_command_recognition/README.rst
index f1cbc7b..21afe54 100644
--- a/docs/zh_CN/speech_command_recognition/README.rst
+++ b/docs/zh_CN/speech_command_recognition/README.rst
@@ -23,17 +23,7 @@ MultiNet 是为了在 {IDF_TARGET_NAME} 系列上离线实现多命令词识别
 
 MultiNet 输入为经过前端语音算法（AFE）处理过的音频（格式为 16 KHz，16 bit，单声道）。通过对音频进行识别，则可以对应到相应的汉字或单词。
 
-以下表格展示在不同芯片上的模型支持：
-
-+---------+-----------+-------------+---------------+-------------+
-|  Chip   |   ESP32   |   ESP32S3                                 |
-+=========+===========+=============+===============+=============+
-| Model   | MultiNet2 | MultiNet4.5 | MultiNet4.5Q8 | MultiNet5Q8 |
-+---------+-----------+-------------+---------------+-------------+
-| Chinese | √         | √           | √             | √           |
-+---------+-----------+-------------+---------------+-------------+
-| English |           |             |               | √           |
-+---------+-----------+-------------+---------------+-------------+
+请参考 :doc:`Models Benchmark  <../benchmark/README>` 去查看当前不同芯片支持的模型。
 
 用户选择不同的模型的方法请参考 :doc:`模型加载 <../flash_model/README>` 。
 
diff --git a/lib/esp32s3/libc_speech_features.a b/lib/esp32s3/libc_speech_features.a
index a53b6e4..1cef563 100644
Binary files a/lib/esp32s3/libc_speech_features.a and b/lib/esp32s3/libc_speech_features.a differ
diff --git a/lib/esp32s3/libdl_lib.a b/lib/esp32s3/libdl_lib.a
index b570195..0c3069d 100644
Binary files a/lib/esp32s3/libdl_lib.a and b/lib/esp32s3/libdl_lib.a differ
diff --git a/lib/esp32s3/libesp_audio_front_end.a b/lib/esp32s3/libesp_audio_front_end.a
index 699b1b2..d660dfb 100644
Binary files a/lib/esp32s3/libesp_audio_front_end.a and b/lib/esp32s3/libesp_audio_front_end.a differ
diff --git a/lib/esp32s3/libesp_audio_processor.a b/lib/esp32s3/libesp_audio_processor.a
index e60ccc8..8941585 100644
Binary files a/lib/esp32s3/libesp_audio_processor.a and b/lib/esp32s3/libesp_audio_processor.a differ
diff --git a/lib/esp32s3/libfst.a b/lib/esp32s3/libfst.a
index 215cfe2..1d9ebeb 100644
Binary files a/lib/esp32s3/libfst.a and b/lib/esp32s3/libfst.a differ
diff --git a/lib/esp32s3/libhufzip.a b/lib/esp32s3/libhufzip.a
index 9f6a22e..e45e09d 100644
Binary files a/lib/esp32s3/libhufzip.a and b/lib/esp32s3/libhufzip.a differ
diff --git a/lib/esp32s3/libmultinet.a b/lib/esp32s3/libmultinet.a
index fc19ceb..4b31516 100644
Binary files a/lib/esp32s3/libmultinet.a and b/lib/esp32s3/libmultinet.a differ
diff --git a/lib/esp32s3/libwakenet.a b/lib/esp32s3/libwakenet.a
index afeb02b..228a72b 100644
Binary files a/lib/esp32s3/libwakenet.a and b/lib/esp32s3/libwakenet.a differ
diff --git a/model/movemodel.py b/model/movemodel.py
index 78fbd2d..5cd285e 100644
--- a/model/movemodel.py
+++ b/model/movemodel.py
@@ -78,8 +78,8 @@ elif "CONFIG_SR_MN_EN_MULTINET5_SINGLE_RECOGNITION" in MN_STRING and len(multine
     multinet_model.append('mn5_en')
 elif "CONFIG_SR_MN_EN_MULTINET6_QUANT" in MN_STRING and len(multinet_model) < 2:
     multinet_model.append('mn6_en')
-elif "CONFIG_SR_MN_EN_MULTINET6_CTC_QUANT" in MN_STRING and len(multinet_model) < 2:
-    multinet_model.append('mn6_en_ctc')
+elif "CONFIG_SR_MN_CN_MULTINET6_QUANT" in MN_STRING and len(multinet_model) < 2:
+    multinet_model.append('mn6_cn')
 
 nsnet_model = ''
 if "CONFIG_SR_NSN_NSNET1" in NSN_STRING:
diff --git a/model/multinet_model/fst/commands.txt b/model/multinet_model/fst/commands.txt
deleted file mode 100644
index ac0d192..0000000
--- a/model/multinet_model/fst/commands.txt
+++ /dev/null
@@ -1,49 +0,0 @@
-1	▁TE	LL	▁ME	▁A	▁JO	KE
-2	▁S	ING	▁A	▁SO	NG
-3	▁PLAY	▁NEW	S	▁CHA	N	N	EL
-4	▁TURN	▁ON	▁MY	▁SO	UND	BO	X
-5	▁TURN	▁OF	F	▁MY	▁SO	UND	BO	X
-5	▁TURN	▁OF	▁MY	▁SO	UND	BO	X
-6	▁HIGH	EST	▁	VO	LU	ME
-7	▁	LOW	EST	▁	VO	LU	ME
-8	▁IN	C	RE	A	SE	▁THE	▁	VO	LU	ME
-9	▁DE	C	RE	A	SE	▁THE	▁	VO	LU	ME
-10	▁TURN	▁ON	▁THE	▁T	V
-11	▁TURN	▁OF	F	▁THE	▁T	V
-11	▁TURN	▁OF	▁THE	▁T	V
-12	▁MAKE	▁ME	▁A	▁TE	A
-13	▁MAKE	▁ME	▁A	▁CO	FF	E	E
-14	▁TURN	▁ON	▁THE	▁	L	IGHT
-15	▁TURN	▁OF	F	▁THE	▁	L	IGHT
-15	▁TURN	▁OF	▁THE	▁	L	IGHT
-16	▁CHA	NG	E	▁THE	▁COL	OR	▁TO	▁RE	D
-17	▁CHA	NG	E	▁THE	▁COL	OR	▁TO	▁G	RE	EN
-18	▁TURN	▁ON	▁ALL	▁THE	▁	L	IGHT	S
-19	▁TURN	▁OF	F	▁ALL	▁THE	▁	L	IGHT	S
-19	▁TURN	▁OF	▁ALL	▁THE	▁	L	IGHT	S
-20	▁TURN	▁ON	▁THE	▁A	IR	▁CON	D	ITION	ER
-21	▁TURN	▁OF	F	▁THE	▁A	IR	▁CON	D	ITION	ER
-21	▁TURN	▁OF	▁THE	▁A	IR	▁CON	D	ITION	ER
-22	▁SE	T	▁THE	▁TE	MP	ER	A	TURE	▁TO	▁SIX	TE	EN	▁DE	G	RE	ES
-23	▁SE	T	▁THE	▁TE	MP	ER	A	TURE	▁TO	▁SE	VEN	TE	EN	▁DE	G	RE	ES
-24	▁SE	T	▁THE	▁TE	MP	ER	A	TURE	▁TO	▁E	IGHT	E	EN	▁DE	G	RE	ES
-25	▁SE	T	▁THE	▁TE	MP	ER	A	TURE	▁TO	▁NI	NE	TE	EN	▁DE	G	RE	ES
-26	▁SE	T	▁THE	▁TE	MP	ER	A	TURE	▁TO	▁T	W	ENT	Y	▁DE	G	RE	ES
-27	▁SE	T	▁THE	▁TE	MP	ER	A	TURE	▁TO	▁T	W	ENT	Y	▁ONE	▁DE	G	RE	ES
-28	▁SE	T	▁THE	▁TE	MP	ER	A	TURE	▁TO	▁T	W	ENT	Y	▁TWO	▁DE	G	RE	ES
-29	▁SE	T	▁THE	▁TE	MP	ER	A	TURE	▁TO	▁T	W	ENT	Y	▁THREE	▁DE	G	RE	ES
-30	▁SE	T	▁THE	▁TE	MP	ER	A	TURE	▁TO	▁T	W	ENT	Y	▁FOUR	▁DE	G	RE	ES
-31	▁SE	T	▁THE	▁TE	MP	ER	A	TURE	▁TO	▁T	W	ENT	Y	▁F	IVE	▁DE	G	RE	ES
-32	▁SE	T	▁THE	▁TE	MP	ER	A	TURE	▁TO	▁T	W	ENT	Y	▁SIX	▁DE	G	RE	ES
-33	▁	LOW	EST	▁FA	N	▁SP	E	ED
-34	▁ME	DI	UM	▁FA	N	▁SP	E	ED
-35	▁HIGH	EST	▁FA	N	▁SP	E	ED
-36	▁A	UT	O	▁A	D	J	US	T	▁THE	▁FA	N	▁SP	E	ED
-37	▁DE	C	RE	A	SE	▁THE	▁FA	N	▁SP	E	ED
-38	▁IN	C	RE	A	SE	▁THE	▁FA	N	▁SP	E	ED
-39	▁IN	C	RE	A	SE	▁THE	▁TE	MP	ER	A	TURE
-40	▁DE	C	RE	A	SE	▁THE	▁TE	MP	ER	A	TURE
-41	▁CO	OL	ING	▁MO	DE
-42	▁HE	AT	ING	▁MO	DE
-43	▁	VEN	T	IL	ATION	▁MO	DE
-44	▁DE	H	UM	ID	I	F	Y	▁MO	DE
diff --git a/model/multinet_model/fst/commands_cn.txt b/model/multinet_model/fst/commands_cn.txt
new file mode 100644
index 0000000..1fcb5be
--- /dev/null
+++ b/model/multinet_model/fst/commands_cn.txt
@@ -0,0 +1,313 @@
+1 ba xiao shi hou guan ji
+2 ba xiao shi hou kai ji
+3 bi kai wo chui
+4 chao qiang feng su
+5 chao zhe wo chui
+6 chou shi mo shi
+7 chu shi mo shi
+8 da kai bai feng
+9 da kai bing xiang
+10 da kai chou shi mo shi
+11 da kai chu jun
+12 da kai chu shi mo shi
+13 da kai dian fu re
+14 da kai ding chu feng
+15 da kai ding xiang chu wu
+16 da kai er tong fang leng feng
+17 da kai fang zhi chui
+18 da kai feng ji
+19 da kai fu re
+20 da kai gan zao
+21 da kai huan ji tiao wen
+22 da kai jia shi
+23 da kai jing hua
+24 da kai jun yun feng
+25 da kai kong tiao
+26 da kai kong tiao deng guang
+27 da kai mu ying feng
+28 da kai mu qing feng
+29 da kai pai feng mo shi
+30 da kai pai qi
+31 da kai pai qi mo shi
+32 da kai qiang jing
+33 da kai quan wu feng gan
+34 da kai rou feng gan
+35 da kai shang wu feng gan
+36 da kai shang xia bai feng
+37 da kai shang xia sao feng
+38 da kai sen ba
+39 da kai shu sheng
+40 da kai shu shi feng
+41 da kai shui mian
+42 da kai si ji chu shi
+43 da kai si ji chu shi mo shi
+44 da kai song feng
+45 da kai song feng mo shi
+46 da kai wu feng gan
+47 da kai xia wu feng gan
+48 da kai xin feng
+49 da kai xiu xian mo shi
+50 da kai xuan zhuan song feng
+51 da kai yi jian chu wu
+52 da kai zhi leng
+53 da kai zhi leng mo shi
+54 da kai zhi re
+55 da kai zhi re mo shi
+56 da kai zhi kong wen
+57 da kai zhi neng guan jia
+58 da kai zhi neng sha jun
+59 da kai zhi neng sheng dian
+60 da kai zhi qing jie
+61 da kai zhi wen gan
+62 da kai zhuan shu wen du
+63 da kai zi dong mo shi
+64 da kai zuo you bai feng
+65 da kai zuo you sao feng
+66 di feng su
+67 di su feng
+68 di yi dian
+69 dian fu re
+70 tiao cheng zui leng
+71 tiao cheng zui nuan
+72 tiao da feng su
+73 tiao da xin feng
+74 tiao dao er shi ba du
+75 tiao dao er shi du
+76 tiao dao er shi er du
+77 tiao dao er shi jiu du
+78 tiao dao er shi liu du
+79 tiao dao er shi qi du
+80 tiao dao er shi san du
+81 tiao dao er shi si du
+82 tiao dao er shi wu du
+83 tiao dao er shi yi du
+84 tiao dao san shi du
+85 tiao dao shi ba du
+86 tiao dao shi jiu du
+87 tiao dao shi liu du
+88 tiao dao shi qi du
+89 tiao dao zui leng
+90 tiao dao zui nuan
+91 tiao di ling dian wu du
+92 tiao di wen du
+93 tiao di yi du
+94 tiao gao er shi du
+95 tiao gao ling dian wu du
+96 tiao gao wen du
+97 tiao gao wu du
+98 tiao gao yi du
+99 tiao leng yi dian
+100 tiao nuan
+101 tiao nuan yi dian
+102 tiao xiao feng su
+103 tiao xiao xin feng
+104 ding chu feng
+105 ding shi wu rao
+106 ding xiang chu wu
+107 er tong fang leng feng
+108 er dang xin feng
+109 feng da yi dian
+110 feng su da dian
+111 feng su er dang
+112 feng su san dang
+113 feng su xiao dian
+114 feng su yi dang
+115 feng wang shang chui
+116 feng wang xia chui
+117 feng wang you chui
+118 feng wang zhong jian chui
+119 feng wang zuo chui
+120 feng xiang shang chui
+121 feng xiang xia chui
+122 feng xiang you chui
+123 feng xiang zhong jian chui
+124 feng xiang zuo chui
+125 feng xiao yi dian
+126 gao feng su
+127 gao su feng
+128 guan bi bai feng
+129 fang zhi chui
+130 guan bi dian fu re
+131 guan bi ding chu feng
+132 guan bi ding xiang chu wu
+133 guan bi er tong fang leng feng
+134 guan bi fang zhi chui
+135 guan bi feng ji
+136 guan bi fu re
+137 guan bi huan qi
+138 guan bi huan qi mo shi
+139 guan bi jia shi
+140 guan bi jie neng
+141 guan bi jun yun feng
+142 guan bi kong tiao
+143 guan bi kong tiao deng guang
+144 guan bi mu ying feng
+145 guan bi mu qing feng
+146 guan bi qiang jing
+147 guan bi quan wu feng gan
+148 guan bi rou feng gan
+149 guan bi sen ba
+150 guan bi shang wu feng gan
+151 guan bi shang xia bai feng
+152 guan bi shang xia sao feng
+153 guan bi shu sheng
+154 guan bi shui mian
+155 guan bi si ji chu shi
+156 guan bi si ji chu shi mo shi
+157 guan bi wu feng gan
+158 guan bi xia wu feng gan
+159 guan bi xin feng
+160 guan bi xuan zhuan song feng
+161 guan bi yi jian chu wu
+162 guan bi zhi kong wen
+163 guan bi zhi qing jie
+164 guan bi zhong wen bao wen
+165 guan bi zhuan xiang wen du er
+166 guan bi zhuan xiang wen du san
+167 guan bi zhuan xiang wen du yi
+168 guan bi zuo you bai feng
+169 guan bi zuo you sao feng
+170 guan bi zhuan shu wen du
+171 guan diao bai feng
+172 guan diao dian fu re
+173 guan diao ding chu feng
+174 guan diao ding xiang chu wu
+175 guan diao er tong fang leng feng
+176 guan diao fang zhi chui
+177 guan diao gan zao
+178 guan diao huan qi
+179 guan diao huan qi mo shi
+180 guan diao jia shi
+181 guan diao jing hua
+182 guan diao jun yun feng
+183 guan diao kong tiao
+184 guan diao kong tiao deng guang
+185 guan diao qiang jing
+186 guan diao quan wu feng gan
+187 guan diao rou feng gan
+188 guan diao shang wu feng gan
+189 guan diao shang xia bai feng
+190 guan diao shu sheng
+191 guan diao shui mian
+192 guan diao si ji chu shi
+193 guan diao si ji chu shi mo shi
+194 guan diao wu feng gan
+195 guan diao xia wu feng gan
+196 guan diao xin feng
+197 guan diao xuan zhuan song feng
+198 guan diao yi jian chu wu
+199 guan diao zhi kong wen
+200 guan diao zhi qing jie
+201 guan diao zuo you bai feng
+202 guan kong tiao
+203 guan shang xia bai feng
+204 guan shang xia feng
+205 guan xin feng
+206 guan zuo you bai feng
+207 guan zuo you feng
+208 guan bi zhi neng sheng dian
+209 jian xiao feng su
+210 jian xiao pu tong xin feng
+211 jian xiao xin feng
+212 jiang di wen du
+213 jing yin feng
+214 jing yin feng su
+215 jun yun feng
+216 kai kong tiao
+217 kai qi bai feng
+218 kai qi chu shi
+219 kai qi chu shi mo shi
+220 kai qi kong tiao
+221 kai qi pai feng mo shi
+222 kai qi shang xia sao feng
+223 kai qi tong feng
+224 kai qi zhi leng
+225 kai qi zhi leng mo shi
+226 kai qi zhi re
+227 kai qi zhi re mo shi
+228 kai qi zuo you sao feng
+229 kai shi chu wei
+230 kong tiao da kai
+231 kong tiao guan bi
+232 kong tiao guan diao
+233 kong tiao guan ji
+234 kong tiao kai ji
+235 kong tiao kai shi pei wang
+236 kong tiao lian wang
+237 kong tiao chong xin pei wang
+238 kai xin feng
+239 leng yi dian
+240 nuan yi dian
+241 pu tong xin feng
+242 qi dong kong tiao
+243 qiang jing xin feng
+244 qiang li feng
+245 qiang li feng su
+246 qu shi mo shi
+247 quan wu feng gan
+248 rou feng gan
+249 san dang xin feng
+250 shang wu feng gan
+251 shang xia bai feng
+252 shang xia feng
+253 sheng gao wen du
+254 sheng dao zui gao
+255 sheng dao zui gao wei zhi
+256 si dang xin feng
+257 si ji chu shi
+258 si ji chu shi mo shi
+259 song feng mo shi
+260 tai leng le
+261 tai re le
+262 ting zhi shang xia bai feng
+263 ting zhi shang xia sao feng
+264 ting zhi bai feng
+265 ting zhi zhuan shu wen du
+266 ting zhi zuo you bai feng
+267 ting zhi zuo you sao feng
+268 xia wu feng gan
+269 xin feng da dian
+270 xin feng er dang
+271 xin feng qiang jing
+272 xin feng qiang jing dang
+273 xin feng san dang
+274 xin feng si dang
+275 xin feng xiao dian
+276 xin feng yi dang
+277 xin feng zui da
+278 xin feng zui da dang
+279 xin feng zui xiao
+280 xin feng zui xiao dang
+281 xuan zhuan song feng
+282 yi dang xin feng
+283 you dian leng
+284 you dian re
+285 zai gao yi dian
+286 zeng da feng su
+287 zeng da xin feng
+288 zhi leng mo shi
+289 zhi re mo shi
+290 zhi kong wen
+291 zhi neng wu rao
+292 zhi qing jie
+293 zhong deng feng
+294 zhong feng su
+295 zhong su feng
+296 zi dong
+297 zi dong feng
+298 zi dong feng su
+299 zi dong mo shi
+300 zui da feng
+301 zui da feng su
+302 zui da xin feng
+303 zui xiao feng
+304 zui xiao feng su
+305 zui xiao xin feng
+306 zuo you bai feng
+307 zuo you feng
+308 bang wo guan deng
+309 bang wo kai deng
+310 da kai dian deng
+311 guan bi dian deng
+312 xiao le xiao le
+313 xiao xin xiao xin
\ No newline at end of file
diff --git a/model/multinet_model/fst/commands_en.txt b/model/multinet_model/fst/commands_en.txt
new file mode 100644
index 0000000..431815f
--- /dev/null
+++ b/model/multinet_model/fst/commands_en.txt
@@ -0,0 +1,49 @@
+1 TELL ME A JOKE
+2 SING A SONG
+3 PLAY NEWS CHANNEL
+4 TURN ON MY SOUNDBOX
+5 TURN OFF MY SOUNDBOX
+5 TURN OF MY SOUNDBOX
+6 HIGHEST VOLUME
+7 LOWEST VOLUME
+8 INCREASE THE VOLUME
+9 DECREASE THE VOLUME
+10 TURN ON THE TV
+11 TURN OFF THE TV
+11 TURN OF THE TV
+12 MAKE ME A TEA
+13 MAKE ME A COFFEE
+14 TURN ON THE LIGHT
+15 TURN OFF THE LIGHT
+15 TURN OF THE LIGHT
+16 CHANGE THE COLOR TO RED
+17 CHANGE THE COLOR TO GREEN
+18 TURN ON ALL THE LIGHTS
+19 TURN OFF ALL THE LIGHTS
+19 TURN OF ALL THE LIGHTS
+20 TURN ON THE AIR CONDITIONER
+21 TURN OFF THE AIR CONDITIONER
+21 TURN OF THE AIR CONDITIONER
+22 SET THE TEMPERATURE TO SIXTEEN DEGREES
+23 SET THE TEMPERATURE TO SEVENTEEN DEGREES
+24 SET THE TEMPERATURE TO EIGHTEEN DEGREES
+25 SET THE TEMPERATURE TO NINETEEN DEGREES
+26 SET THE TEMPERATURE TO TWENTY DEGREES
+27 SET THE TEMPERATURE TO TWENTY ONE DEGREES
+28 SET THE TEMPERATURE TO TWENTY TWO DEGREES
+29 SET THE TEMPERATURE TO TWENTY THREE DEGREES
+30 SET THE TEMPERATURE TO TWENTY FOUR DEGREES
+31 SET THE TEMPERATURE TO TWENTY FIVE DEGREES
+32 SET THE TEMPERATURE TO TWENTY SIX DEGREES
+33 LOWEST FAN SPEED
+34 MEDIUM FAN SPEED
+35 HIGHEST FAN SPEED
+36 AUTO ADJUST THE FAN SPEED
+37 DECREASE THE FAN SPEED
+38 INCREASE THE FAN SPEED
+39 INCREASE THE TEMPERATURE
+40 DECREASE THE TEMPERATURE
+41 COOLING MODE
+42 HEATING MODE
+43 VENTILATION MODE
+44 DEHUMIDIFY MODE
\ No newline at end of file
diff --git a/model/multinet_model/fst/fst.txt b/model/multinet_model/fst/fst.txt
deleted file mode 100644
index f7c3e59..0000000
--- a/model/multinet_model/fst/fst.txt
+++ /dev/null
@@ -1,179 +0,0 @@
-0	1	▁TE	1
-0	2	▁S	2
-0	3	▁PLAY	3
-0	4	▁TURN	0
-0	5	▁HIGH	0
-0	6	▁	0
-0	7	▁IN	0
-0	8	▁DE	0
-0	9	▁MAKE	0
-0	10	▁CHA	0
-0	11	▁SE	0
-0	12	▁ME	34
-0	13	▁A	36
-0	14	▁CO	41
-0	15	▁HE	42
-1	16	LL	0
-2	17	ING	0
-3	20	▁NEW	0
-4	21	▁ON	0
-4	22	▁OF	0
-5	23	EST	0
-6	25	LOW	0
-6	26	VEN	43
-7	27	C	0
-8	28	C	0
-8	29	H	44
-9	30	▁ME	0
-10	32	NG	0
-11	33	T	0
-12	37	DI	0
-13	38	UT	0
-14	19	OL	0
-15	19	AT	0
-16	31	▁ME	0
-17	39	▁A	0
-18	95	▁MO	0
-19	18	ING	0
-20	44	S	0
-21	45	▁MY	4
-21	46	▁THE	0
-21	47	▁ALL	18
-22	48	F	0
-22	45	▁MY	5
-22	49	▁THE	0
-22	47	▁ALL	19
-23	50	▁	6
-23	51	▁FA	35
-24	50	▁	7
-24	51	▁FA	33
-25	24	EST	0
-26	36	T	0
-27	52	RE	0
-28	53	RE	0
-29	58	UM	0
-30	40	▁A	0
-31	41	▁A	0
-32	60	E	0
-33	67	▁THE	0
-34	59	▁THE	0
-35	34	T	0
-36	84	IL	0
-37	59	UM	0
-38	43	O	0
-39	74	▁SO	0
-40	92	▁TE	12
-40	93	▁CO	13
-41	96	▁JO	0
-42	109	D	0
-43	42	▁A	0
-44	76	▁CHA	0
-45	75	▁SO	0
-46	77	▁T	10
-46	78	▁	14
-46	79	▁A	20
-47	68	▁THE	0
-48	45	▁MY	5
-48	49	▁THE	0
-48	47	▁ALL	19
-49	77	▁T	11
-49	78	▁	15
-49	79	▁A	21
-50	80	VO	0
-51	81	N	0
-52	85	A	0
-53	86	A	0
-54	97	EN	0
-55	54	RE	0
-56	97	ES	0
-57	56	RE	0
-58	91	ID	0
-59	51	▁FA	0
-60	69	▁THE	0
-61	97	ED	0
-62	61	E	0
-63	97	E	0
-64	63	E	0
-65	130	EN	0
-66	65	E	0
-67	94	▁TE	0
-68	101	▁	0
-69	105	▁COL	0
-70	50	▁	8
-70	51	▁FA	38
-70	108	▁TE	39
-71	70	▁THE	0
-72	50	▁	9
-72	51	▁FA	37
-72	108	▁TE	40
-73	72	▁THE	0
-74	97	NG	0
-75	98	UND	0
-76	82	N	0
-77	97	V	0
-78	99	L	0
-79	102	IR	0
-80	103	LU	0
-81	62	▁SP	0
-82	83	N	0
-83	97	EL	0
-84	18	ATION	0
-85	71	SE	0
-86	73	SE	0
-87	122	TURE	0
-88	87	A	0
-89	97	TURE	0
-90	89	A	0
-91	104	I	0
-92	97	A	0
-93	64	FF	0
-94	106	MP	0
-95	97	DE	0
-96	97	KE	0
-97
-98	112	BO	0
-99	97	IGHT	0
-100	116	IGHT	0
-101	100	L	0
-102	111	▁CON	0
-103	97	ME	0
-104	113	F	0
-105	114	OR	0
-106	88	ER	0
-107	90	ER	0
-108	107	MP	0
-109	115	J	0
-110	123	ITION	0
-111	110	D	0
-112	97	X	0
-113	18	Y	0
-114	120	▁TO	0
-115	35	US	0
-116	97	S	0
-117	66	IGHT	0
-118	131	▁DE	26
-118	130	▁ONE	27
-118	130	▁TWO	28
-118	130	▁THREE	29
-118	130	▁FOUR	30
-118	132	▁F	31
-118	130	▁SIX	32
-119	118	Y	0
-120	124	▁RE	16
-120	55	▁G	17
-121	125	▁SIX	22
-121	126	▁SE	23
-121	117	▁E	24
-121	127	▁NI	25
-121	128	▁T	0
-122	121	▁TO	0
-123	97	ER	0
-124	97	D	0
-125	65	TE	0
-126	125	VEN	0
-127	125	NE	0
-128	129	W	0
-129	119	ENT	0
-130	131	▁DE	0
-131	57	G	0
-132	130	IVE	0
diff --git a/model/multinet_model/fst/fst_reversed.txt b/model/multinet_model/fst/fst_reversed.txt
deleted file mode 100644
index a8ca67e..0000000
--- a/model/multinet_model/fst/fst_reversed.txt
+++ /dev/null
@@ -1,188 +0,0 @@
-0	1	KE	1
-0	2	NG	2
-0	3	EL	3
-0	4	X	0
-0	5	ME	0
-0	6	V	0
-0	7	A	12
-0	8	E	13
-0	9	IGHT	0
-0	10	D	16
-0	11	EN	17
-0	12	S	0
-0	13	ER	0
-0	14	ES	0
-0	15	ED	0
-0	16	TURE	0
-0	17	DE	0
-1	18	▁JO	0
-2	19	▁SO	0
-3	22	N	0
-4	26	BO	0
-5	27	LU	0
-6	28	▁T	0
-7	31	▁TE	0
-8	36	E	0
-9	40	L	0
-10	43	▁RE	0
-11	44	RE	0
-12	42	IGHT	0
-13	54	ITION	0
-14	45	RE	0
-15	37	E	0
-16	55	A	0
-17	61	▁MO	0
-18	62	▁A	0
-19	64	▁A	0
-20	107	▁MY	0
-21	20	▁SO	0
-22	23	N	0
-23	94	▁CHA	0
-24	114	▁FA	0
-25	24	N	0
-26	21	UND	0
-27	69	VO	0
-28	70	▁THE	0
-29	82	▁TO	0
-30	29	▁T	0
-31	63	▁A	0
-32	76	▁THE	0
-33	32	▁TE	0
-34	78	▁THE	0
-35	34	▁TE	0
-36	79	FF	0
-37	25	▁SP	0
-38	132	NG	0
-39	38	E	0
-40	72	▁	0
-41	74	▁	0
-42	41	L	0
-43	81	▁TO	0
-44	43	▁G	0
-45	85	G	0
-46	135	C	0
-47	46	RE	0
-48	136	C	0
-49	48	RE	0
-50	137	C	0
-51	50	RE	0
-52	29	▁E	0
-53	52	IGHT	0
-54	83	D	0
-55	86	ER	0
-56	87	ER	0
-57	56	A	0
-58	47	A	0
-59	49	A	0
-60	51	A	0
-61	88	ING	0
-61	89	ATION	43
-61	90	Y	44
-62	91	▁ME	0
-63	92	▁ME	0
-64	93	ING	0
-65	77	▁THE	0
-66	65	▁A	0
-67	138	O	0
-68	67	▁A	0
-69	80	▁	0
-70	95	▁ON	10
-70	96	F	11
-70	95	▁OF	11
-71	95	▁ON	14
-71	96	F	15
-71	95	▁OF	15
-72	71	▁THE	0
-73	120	▁ALL	0
-74	73	▁THE	0
-75	39	▁THE	0
-76	60	SE	0
-77	95	▁ON	20
-77	96	F	21
-77	95	▁OF	21
-78	116	T	0
-79	31	▁CO	0
-80	108	EST	0
-80	109	▁THE	0
-81	97	OR	0
-82	57	TURE	0
-83	98	▁CON	0
-84	68	D	0
-85	99	▁DE	0
-86	33	MP	0
-87	35	MP	0
-88	100	OL	41
-88	101	AT	42
-89	102	IL	0
-90	103	F	0
-91	104	LL	0
-92	105	▁MAKE	0
-93	105	▁S	0
-94	106	S	0
-95	105	▁TURN	0
-96	95	▁OF	0
-97	75	▁COL	0
-98	66	IR	0
-99	110	EN	0
-99	111	Y	26
-99	112	▁ONE	27
-99	112	▁TWO	28
-99	112	▁THREE	29
-99	112	▁FOUR	30
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diff --git a/model/multinet_model/fst/mn6_cn.vocab b/model/multinet_model/fst/mn6_cn.vocab
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diff --git a/model/multinet_model/fst/mn6_en.vocab b/model/multinet_model/fst/mn6_en.vocab
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+LF	-7.4099
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+▁MOST	-7.45687
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+▁MU	-7.51234
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+▁WELL	-7.53807
+▁JO	-7.54001
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+▁ACC	-7.55773
+▁PE	-7.56034
+▁AGAIN	-7.5605
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+▁MAY	-7.5694
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+▁MADE	-7.57897
+▁DU	-7.59393
+RESS	-7.59781
+▁THREE	-7.60489
+▁GREAT	-7.60498
+▁YOUR	-7.60601
+▁MIN	-7.60861
+VING	-7.61683
+IOUS	-7.61753
+▁BI	-7.62307
+▁LITTLE	-7.62497
+▁COL	-7.62618
+▁CHI	-7.63267
+▁THOUGH	-7.63364
+▁LONG	-7.63534
+▁JA	-7.63895
+▁THROUGH	-7.64648
+▁HIGH	-7.64926
+▁LOOK	-7.6521
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+▁FIN	-7.66407
+▁KI	-7.6669
+▁HI	-7.67024
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+▁HAND	-7.68612
+▁IMP	-7.68653
+▁OLD	-7.7006
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+▁DOWN	-7.71157
+▁BRI	-7.71511
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+▁SUCH	-7.72039
+▁HOWEVER	-7.728
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+▁GOOD	-7.76874
+▁MON	-7.76942
+▁FOUND	-7.77054
+▁GU	-7.78223
+▁EVERY	-7.78939
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+▁WHERE	-7.79278
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diff --git a/model/multinet_model/fst/tokens.txt b/model/multinet_model/fst/tokens.txt
deleted file mode 100644
index 198542c..0000000
--- a/model/multinet_model/fst/tokens.txt
+++ /dev/null
@@ -1,99 +0,0 @@
-<blk>	0
-S	3
-▁THE	4
-T	5
-▁A	6
-N	7
-D	8
-ED	9
-E	10
-▁OF	11
-Y	12
-▁S	14
-▁IN	15
-▁TO	17
-▁	18
-A	19
-ING	20
-O	22
-▁HE	24
-ER	25
-C	26
-G	27
-I	28
-L	29
-RE	31
-F	37
-▁RE	38
-W	40
-▁E	45
-OR	50
-▁F	51
-ES	55
-LL	56
-ENT	65
-H	66
-▁DE	68
-▁G	71
-EN	72
-▁ON	73
-SE	74
-▁T	75
-▁ME	78
-IL	81
-NE	86
-TE	87
-▁SO	89
-ATION	90
-NG	92
-ME	93
-▁CON	95
-EL	103
-IR	115
-▁MO	117
-▁CO	119
-▁SE	122
-▁FA	136
-V	138
-US	146
-▁ALL	151
-X	152
-IVE	156
-▁ONE	157
-KE	159
-▁TE	175
-AT	178
-LU	180
-MP	182
-▁SP	186
-▁MY	188
-DE	193
-IGHT	196
-UT	198
-EST	204
-UND	209
-FF	216
-J	220
-▁CHA	226
-OL	227
-▁TWO	237
-ID	251
-UM	256
-VO	259
-DI	266
-LOW	281
-TURE	286
-▁NEW	304
-ITION	310
-BO	312
-VEN	326
-▁PLAY	338
-▁JO	356
-▁THREE	367
-▁COL	375
-▁HIGH	381
-▁FOUR	424
-▁MAKE	430
-▁NI	446
-▁TURN	457
-▁SIX	483
diff --git a/model/multinet_model/mn5_en/_MODEL_INFO_ b/model/multinet_model/mn5_en/_MODEL_INFO_
deleted file mode 100644
index 50e99d6..0000000
--- a/model/multinet_model/mn5_en/_MODEL_INFO_
+++ /dev/null
@@ -1 +0,0 @@
-MN5_v1_english_8_0.9_0.90
\ No newline at end of file
diff --git a/model/multinet_model/mn5_en/mn5_en_data b/model/multinet_model/mn5_en/mn5_en_data
deleted file mode 100644
index 734d9ad..0000000
Binary files a/model/multinet_model/mn5_en/mn5_en_data and /dev/null differ
diff --git a/model/multinet_model/mn5_en/mn5_en_index b/model/multinet_model/mn5_en/mn5_en_index
deleted file mode 100644
index 29fc7db..0000000
Binary files a/model/multinet_model/mn5_en/mn5_en_index and /dev/null differ
diff --git a/model/multinet_model/mn6_en_ctc/_MODEL_INFO_ b/model/multinet_model/mn6_cn/_MODEL_INFO_
similarity index 83%
rename from model/multinet_model/mn6_en_ctc/_MODEL_INFO_
rename to model/multinet_model/mn6_cn/_MODEL_INFO_
index dc2c373..dd9fa1f 100644
--- a/model/multinet_model/mn6_en_ctc/_MODEL_INFO_
+++ b/model/multinet_model/mn6_cn/_MODEL_INFO_
@@ -1,2 +1,2 @@
 # (neural network type)_(model data version)_(lable1_detection windown length_threshold for 90%_threshold for 95%)_(lable2 ...)_...
-MN6_v11_english_8_0.9_0.90
+MN6_v1_chinese_8_0.9_0.90
diff --git a/model/multinet_model/mn6_cn/mn6_data b/model/multinet_model/mn6_cn/mn6_data
new file mode 100644
index 0000000..88a6e06
Binary files /dev/null and b/model/multinet_model/mn6_cn/mn6_data differ
diff --git a/model/multinet_model/mn6_cn/mn6_index b/model/multinet_model/mn6_cn/mn6_index
new file mode 100644
index 0000000..6a6c504
Binary files /dev/null and b/model/multinet_model/mn6_cn/mn6_index differ
diff --git a/model/multinet_model/mn6_en/_MODEL_INFO_ b/model/multinet_model/mn6_en/_MODEL_INFO_
index 4e2769f..dc2c373 100644
--- a/model/multinet_model/mn6_en/_MODEL_INFO_
+++ b/model/multinet_model/mn6_en/_MODEL_INFO_
@@ -1,2 +1,2 @@
 # (neural network type)_(model data version)_(lable1_detection windown length_threshold for 90%_threshold for 95%)_(lable2 ...)_...
-MN6_v1_english_8_0.9_0.90
+MN6_v11_english_8_0.9_0.90
diff --git a/model/multinet_model/mn6_en/mn6_data b/model/multinet_model/mn6_en/mn6_data
index 4850190..313d20b 100644
Binary files a/model/multinet_model/mn6_en/mn6_data and b/model/multinet_model/mn6_en/mn6_data differ
diff --git a/model/multinet_model/mn6_en/mn6_index b/model/multinet_model/mn6_en/mn6_index
index 43a3e31..5db24af 100644
Binary files a/model/multinet_model/mn6_en/mn6_index and b/model/multinet_model/mn6_en/mn6_index differ
diff --git a/model/multinet_model/mn6_en_ctc/mn6_data b/model/multinet_model/mn6_en_ctc/mn6_data
deleted file mode 100644
index 313d20b..0000000
Binary files a/model/multinet_model/mn6_en_ctc/mn6_data and /dev/null differ
diff --git a/model/multinet_model/mn6_en_ctc/mn6_index b/model/multinet_model/mn6_en_ctc/mn6_index
deleted file mode 100644
index 5db24af..0000000
Binary files a/model/multinet_model/mn6_en_ctc/mn6_index and /dev/null differ
diff --git a/src/esp_process_sdkconfig.c b/src/esp_process_sdkconfig.c
index 794f01f..cc3db37 100644
--- a/src/esp_process_sdkconfig.c
+++ b/src/esp_process_sdkconfig.c
@@ -874,7 +874,7 @@ char *get_id_name_en(int i)
 
 esp_mn_error_t* esp_mn_commands_update_from_sdkconfig(const esp_mn_iface_t *multinet,  model_iface_data_t *model_data)
 {
-#ifdef CONFIG_SR_MN_EN_MULTINET6_CTC_QUANT || CONFIG_SR_MN_EN_MULTINET6_QUANT
+#ifdef CONFIG_SR_MN_CN_MULTINET6_QUANT || CONFIG_SR_MN_EN_MULTINET6_QUANT
     return NULL;
 #endif
 
diff --git a/tool/README.md b/tool/README.md
index 375f2fa..00d8adf 100644
--- a/tool/README.md
+++ b/tool/README.md
@@ -1,3 +1,26 @@
+## MultiNet6
+
+#### Step 1. Data preparation
+
+For English, words are used as units. Please prepare a list of commands written in a text file `commands_en.txt` of the following format:
+
+```
+# command_id command_sentence
+1 TELL ME A JOKE
+2 MAKE A COFFEE
+```
+
+For Chinese, pinyin are used as units. Please prepare a list of commands written in a text file `commands_cn.txt` of the following format:
+```
+# command_id command_sentence
+1 da kai kong tiao
+2 guan bi kong tiao
+```
+
+#### Step 2. Move created files
+
+1. Move your `commands_en.txt` or `commands_cn.txt` to `/model/multinet_model/fst/`
+
 ## MultiNet5
 ####  1. Install g2p_en, please refer to https://pypi.org/project/g2p-en/ 
 
@@ -42,45 +65,3 @@ multinet->reset(model_data, new_commands_str, err_id);
 // turn off the light -> commond id=2
 ```
 
-## MultiNet6
-
-
-The FST (Finite State Transducer) is used to save a list of commands.
-
-#### Step 1. Data preparation
-
-Requirements:
-- python>3.8
-- sentencepiece
-
-To create a FST from a list of commands, two files are needed:
-- commands.txt: maps a command id to subwords
-- tokens.txt: maps subword tokens to it's indices in the bpe model
-
-Assume you have a list of commands written in a text file `commands_list.txt` of the following format:
-
-```
-# command_id command_sentence
-1 TELL ME A JOKE
-2 MAKE A COFFEE
-```
-**Note**: command ids starts from 1, 0 is reserved in FST.
-
-Run the following command to create the required files, do not change the filenames `commands.txt` and `tokens.txt`. 
-
-```sh
-pip install -r requirements.txt
-
-python fst/prepare_for_fst.py \
-    --infile commands_list.txt \
-    --bpe-model fst/bpe.model \
-    --out-command-list commands.txt \
-    --out-token-symbols tokens.txt
-```
-
-#### Step 2. Move created files
-
-1. Remove `/model/multinet_model/fst/fst.txt` and `/model/multinet_model/fst/fst_reversed.txt` if those files exist. 
-2. Move the following files to `/model/multinet_model/fst/`
-- commands.txt
-- tokens.txt
\ No newline at end of file