diff --git a/assistant/Snipsfile.yaml b/assistant/Snipsfile.yaml
old mode 100755
new mode 100644
diff --git a/assistant/assistant.json b/assistant/assistant.json
old mode 100755
new mode 100644
index 3c249df..416a88b
--- a/assistant/assistant.json
+++ b/assistant/assistant.json
@@ -2,9 +2,9 @@
   "id" : "proj_9X1nGB88Kx6",
   "name" : "XPUB",
   "intents" : [ {
-    "id" : "jocavdh:answer_yes",
+    "id" : "jocavdh:question_continue_act",
     "type" : "registry",
-    "version" : "0.6.0",
+    "version" : "0.8.0",
     "language" : "en",
     "slots" : [ {
       "name" : "user_choice",
@@ -13,15 +13,15 @@
       "missingQuestion" : "",
       "required" : false
     } ],
-    "name" : "answer_yes",
+    "name" : "question_continue_act",
     "enabledByDefault" : false
   }, {
-    "id" : "jocavdh:ask",
+    "id" : "jocavdh:play_intro_act",
     "type" : "registry",
-    "version" : "0.5.0",
+    "version" : "0.8.0",
     "language" : "en",
     "slots" : [ ],
-    "name" : "ask",
+    "name" : "play_intro_act",
     "enabledByDefault" : true
   } ],
   "createdAt" : "2019-03-29T19:35:28.294Z",
diff --git a/assistant/custom_asr/a.snips b/assistant/custom_asr/a.snips
old mode 100755
new mode 100644
index b8625a5..2d38e48
Binary files a/assistant/custom_asr/a.snips and b/assistant/custom_asr/a.snips differ
diff --git a/assistant/custom_asr/config.json b/assistant/custom_asr/config.json
old mode 100755
new mode 100644
index 0afab68..c3a290d
--- a/assistant/custom_asr/config.json
+++ b/assistant/custom_asr/config.json
@@ -3,17 +3,17 @@
         "choice": "e_0.snips"
     }, 
     "intentNameToDisambigs": {
-        "jocavdh:answer_yes": {
-            "start": "`INTENT`4c40d5ef-686e-489f-8dcf-175ea8eb7b82`START", 
-            "end": "`INTENT`4c40d5ef-686e-489f-8dcf-175ea8eb7b82`END"
+        "3542d9f8-6645-4f99-b41b-8ad9e71e6460": {
+            "start": "`INTENT`3542d9f8-6645-4f99-b41b-8ad9e71e6460`START", 
+            "end": "`INTENT`3542d9f8-6645-4f99-b41b-8ad9e71e6460`END"
         }, 
-        "724cf256-45e2-4ab7-a741-5e7ca82a9756": {
-            "start": "`INTENT`724cf256-45e2-4ab7-a741-5e7ca82a9756`START", 
-            "end": "`INTENT`724cf256-45e2-4ab7-a741-5e7ca82a9756`END"
+        "jocavdh:play_intro_act": {
+            "start": "`INTENT`dd30ebee-ca03-4d21-a5ff-a136188e2576`START", 
+            "end": "`INTENT`dd30ebee-ca03-4d21-a5ff-a136188e2576`END"
         }, 
-        "jocavdh:ask": {
-            "start": "`INTENT`ca101149-1495-494f-92f6-e9e042eb9266`START", 
-            "end": "`INTENT`ca101149-1495-494f-92f6-e9e042eb9266`END"
+        "jocavdh:question_continue_act": {
+            "start": "`INTENT`a2456c23-94f1-4dca-9fb4-bdb42d2a8cf5`START", 
+            "end": "`INTENT`a2456c23-94f1-4dca-9fb4-bdb42d2a8cf5`END"
         }
     }, 
     "injectionsEngine": {
@@ -38,7 +38,7 @@
         "version": "0.1.0"
     }, 
     "asrLmAdaptation": {
-        "version": "0.19.7"
+        "version": "0.19.9"
     }, 
     "endpointingRules": {
         "rule3": {
@@ -75,56 +75,56 @@
     "postprocessors": [
         {
             "Regex": {
-                "pattern": "`INTENT`4c40d5ef-686e-489f-8dcf-175ea8eb7b82`START (.*?) `INTENT`4c40d5ef-686e-489f-8dcf-175ea8eb7b82`END", 
+                "pattern": "`INTENT`3542d9f8-6645-4f99-b41b-8ad9e71e6460`START (.*?) `INTENT`3542d9f8-6645-4f99-b41b-8ad9e71e6460`END", 
                 "flags": "i", 
                 "replacement": "$1"
             }
         }, 
         {
             "Regex": {
-                "pattern": "`INTENT`4c40d5ef-686e-489f-8dcf-175ea8eb7b82`START ", 
+                "pattern": "`INTENT`3542d9f8-6645-4f99-b41b-8ad9e71e6460`START ", 
                 "flags": "i", 
                 "replacement": ""
             }
         }, 
         {
             "Regex": {
-                "pattern": "`INTENT`724cf256-45e2-4ab7-a741-5e7ca82a9756`START (.*?) `INTENT`724cf256-45e2-4ab7-a741-5e7ca82a9756`END", 
+                "pattern": "`INTENT`dd30ebee-ca03-4d21-a5ff-a136188e2576`START (.*?) `INTENT`dd30ebee-ca03-4d21-a5ff-a136188e2576`END", 
                 "flags": "i", 
                 "replacement": "$1"
             }
         }, 
         {
             "Regex": {
-                "pattern": "`INTENT`724cf256-45e2-4ab7-a741-5e7ca82a9756`START ", 
+                "pattern": "`INTENT`dd30ebee-ca03-4d21-a5ff-a136188e2576`START ", 
                 "flags": "i", 
                 "replacement": ""
             }
         }, 
         {
             "Regex": {
-                "pattern": "`INTENT`ca101149-1495-494f-92f6-e9e042eb9266`START (.*?) `INTENT`ca101149-1495-494f-92f6-e9e042eb9266`END", 
+                "pattern": "`INTENT`a2456c23-94f1-4dca-9fb4-bdb42d2a8cf5`START (.*?) `INTENT`a2456c23-94f1-4dca-9fb4-bdb42d2a8cf5`END", 
                 "flags": "i", 
                 "replacement": "$1"
             }
         }, 
         {
             "Regex": {
-                "pattern": "`INTENT`ca101149-1495-494f-92f6-e9e042eb9266`START ", 
+                "pattern": "`INTENT`a2456c23-94f1-4dca-9fb4-bdb42d2a8cf5`START ", 
                 "flags": "i", 
                 "replacement": ""
             }
         }, 
         {
             "Regex": {
-                "pattern": "`ENTITY`b048ef60-c29a-472d-bd67-8e5cc65a1e72`START (.*?) `ENTITY`b048ef60-c29a-472d-bd67-8e5cc65a1e72`END", 
+                "pattern": "`ENTITY`c183b0a5-c95a-4001-bd05-71518b89254a`START (.*?) `ENTITY`c183b0a5-c95a-4001-bd05-71518b89254a`END", 
                 "flags": "i", 
                 "replacement": "$1"
             }
         }, 
         {
             "Regex": {
-                "pattern": "`ENTITY`b048ef60-c29a-472d-bd67-8e5cc65a1e72`START ", 
+                "pattern": "`ENTITY`c183b0a5-c95a-4001-bd05-71518b89254a`START ", 
                 "flags": "i", 
                 "replacement": ""
             }
@@ -135,18 +135,18 @@
     }, 
     "entitiesFstMap": [
         [
-            51, 
+            68, 
             "__root__"
         ], 
         [
-            52, 
+            69, 
             "e_0.snips"
         ]
     ], 
     "entityNameToDisambigs": {
         "choice": {
-            "start": "`ENTITY`b048ef60-c29a-472d-bd67-8e5cc65a1e72`START", 
-            "end": "`ENTITY`b048ef60-c29a-472d-bd67-8e5cc65a1e72`END", 
+            "start": "`ENTITY`c183b0a5-c95a-4001-bd05-71518b89254a`START", 
+            "end": "`ENTITY`c183b0a5-c95a-4001-bd05-71518b89254a`END", 
             "empty": [
                 "", 
                 4
diff --git a/assistant/custom_asr/e_0.snips b/assistant/custom_asr/e_0.snips
old mode 100755
new mode 100644
index 46e90f5..f8aa7c7
Binary files a/assistant/custom_asr/e_0.snips and b/assistant/custom_asr/e_0.snips differ
diff --git a/assistant/custom_asr/inj.snips b/assistant/custom_asr/inj.snips
old mode 100755
new mode 100644
index 3147127..51cf5e6
Binary files a/assistant/custom_asr/inj.snips and b/assistant/custom_asr/inj.snips differ
diff --git a/assistant/custom_asr/inj_v2/b048ef60-c29a-472d-bd67-8e5cc65a1e72.added b/assistant/custom_asr/inj_v2/c183b0a5-c95a-4001-bd05-71518b89254a.added
old mode 100755
new mode 100644
similarity index 100%
rename from assistant/custom_asr/inj_v2/b048ef60-c29a-472d-bd67-8e5cc65a1e72.added
rename to assistant/custom_asr/inj_v2/c183b0a5-c95a-4001-bd05-71518b89254a.added
diff --git a/assistant/custom_asr/inj_v2/b048ef60-c29a-472d-bd67-8e5cc65a1e72.vanilla b/assistant/custom_asr/inj_v2/c183b0a5-c95a-4001-bd05-71518b89254a.vanilla
old mode 100755
new mode 100644
similarity index 74%
rename from assistant/custom_asr/inj_v2/b048ef60-c29a-472d-bd67-8e5cc65a1e72.vanilla
rename to assistant/custom_asr/inj_v2/c183b0a5-c95a-4001-bd05-71518b89254a.vanilla
index d824ed0..5387be0
--- a/assistant/custom_asr/inj_v2/b048ef60-c29a-472d-bd67-8e5cc65a1e72.vanilla
+++ b/assistant/custom_asr/inj_v2/c183b0a5-c95a-4001-bd05-71518b89254a.vanilla
@@ -1,20 +1,25 @@
-1 good
-1 okay
 1 by no means
-1 amen
 1 yea
-1 nope
-1 never
 1 yeah
-1 fine
 1 affirmative
-1 nix
-1 no
-1 not
-1 not at all
+1 good
+1 okay
 1 yes
+1 fine
+1 no
 1 all right
-1 true
+1 stop it
 1 no way
+1 i don't think so
+1 not at all
 1 nay
+1 nope
+1 i think so
+1 sure
+1 go on
+1 amen
+1 never
 1 no not at all
+1 nix
+1 not
+1 true
diff --git a/assistant/custom_asr/inj_v2/config_inj_v2.json b/assistant/custom_asr/inj_v2/config_inj_v2.json
old mode 100755
new mode 100644
index a21615c..47933cb
--- a/assistant/custom_asr/inj_v2/config_inj_v2.json
+++ b/assistant/custom_asr/inj_v2/config_inj_v2.json
@@ -1,8 +1,8 @@
 {
     "choice": {
-        "vanilla": "b048ef60-c29a-472d-bd67-8e5cc65a1e72.vanilla", 
+        "vanilla": "c183b0a5-c95a-4001-bd05-71518b89254a.vanilla", 
         "ngram": true, 
-        "added": "b048ef60-c29a-472d-bd67-8e5cc65a1e72.added", 
+        "added": "c183b0a5-c95a-4001-bd05-71518b89254a.added", 
         "pruningThresholds": [], 
         "order": 3
     }
diff --git a/assistant/custom_asr/l.snips b/assistant/custom_asr/l.snips
old mode 100755
new mode 100644
index 4b34542..88093e7
Binary files a/assistant/custom_asr/l.snips and b/assistant/custom_asr/l.snips differ
diff --git a/assistant/custom_asr/r.snips b/assistant/custom_asr/r.snips
old mode 100755
new mode 100644
index 4b9fa29..59600a7
Binary files a/assistant/custom_asr/r.snips and b/assistant/custom_asr/r.snips differ
diff --git a/assistant/custom_asr/u.snips b/assistant/custom_asr/u.snips
old mode 100755
new mode 100644
index 55621af..6ef2df5
Binary files a/assistant/custom_asr/u.snips and b/assistant/custom_asr/u.snips differ
diff --git a/assistant/custom_asr/w.snips b/assistant/custom_asr/w.snips
old mode 100755
new mode 100644
index d22b9db..b807ccd
--- a/assistant/custom_asr/w.snips
+++ b/assistant/custom_asr/w.snips
@@ -1,92 +1,126 @@
 <eps>	0
 's#1	1
 a#1	2
-affirmative#1	3
-all#1	4
-amen#1	5
-ask#1	6
-at#1	7
-by#1	8
-cancel#1	9
-choose#1	10
-fine#1	11
-for#1	12
-go#1	13
-good#1	14
-i#1	15
-is#1	16
-it#1	17
-me#1	18
-means#1	19
-nay#1	20
-never#1	21
-nix#1	22
-no#1	23
-nope#1	24
-not#1	25
-okay#1	26
-question#1	27
-right#1	28
-something#1	29
-that#1	30
-think#1	31
-to#1	32
-true#1	33
-want#1	34
-way#1	35
-yea#1	36
-yeah#1	37
-yes#1	38
-yo#1	39
-#0	40
-<s>	41
-</s>	42
-`ENTITY`b048ef60-c29a-472d-bd67-8e5cc65a1e72`END	43
-`INTENT`724cf256-45e2-4ab7-a741-5e7ca82a9756`END	44
-`INTENT`ca101149-1495-494f-92f6-e9e042eb9266`START	45
-`INTENT`ca101149-1495-494f-92f6-e9e042eb9266`END	46
-`ENTITY`b048ef60-c29a-472d-bd67-8e5cc65a1e72`START	47
-`INTENT`724cf256-45e2-4ab7-a741-5e7ca82a9756`START	48
-`INTENT`4c40d5ef-686e-489f-8dcf-175ea8eb7b82`END	49
-`INTENT`4c40d5ef-686e-489f-8dcf-175ea8eb7b82`START	50
-``ROOT	51
-b048ef60-c29a-472d-bd67-8e5cc65a1e72	52
-all	53
-right	54
-yea	55
-is	56
-it	57
-affirmative	58
-go	59
-at	60
-want	61
-cancel	62
-okay	63
-yes	64
-fine	65
-for	66
-no	67
-not	68
-means	69
-question	70
-to	71
-that	72
-choose	73
-way	74
-nay	75
-nope	76
-me	77
-good	78
-'s	79
-yo	80
-amen	81
-never	82
-yeah	83
-nix	84
-ask	85
-true	86
-by	87
-a	88
-i	89
-think	90
-something	91
+act#1	3
+affirmative#1	4
+all#1	5
+am#1	6
+amen#1	7
+at#1	8
+by#1	9
+can#1	10
+cancel#1	11
+choose#1	12
+could#1	13
+do#1	14
+don't#1	15
+fine#1	16
+for#1	17
+give#1	18
+go#1	19
+good#1	20
+i#1	21
+introduce#1	22
+introduction#1	23
+is#1	24
+it#1	25
+let#1	26
+means#1	27
+nay#1	28
+never#1	29
+nix#1	30
+no#1	31
+nope#1	32
+not#1	33
+okay#1	34
+on#1	35
+play#1	36
+please#1	37
+ready#1	38
+right#1	39
+so#1	40
+start#1	41
+stop#1	42
+sure#1	43
+that#1	44
+the#1	45
+think#1	46
+to#1	47
+true#1	48
+want#1	49
+way#1	50
+yea#1	51
+yeah#1	52
+yes#1	53
+you#1	54
+yourself#1	55
+yourselves#1	56
+#0	57
+<s>	58
+</s>	59
+`INTENT`dd30ebee-ca03-4d21-a5ff-a136188e2576`END	60
+`INTENT`a2456c23-94f1-4dca-9fb4-bdb42d2a8cf5`START	61
+`ENTITY`c183b0a5-c95a-4001-bd05-71518b89254a`START	62
+`INTENT`3542d9f8-6645-4f99-b41b-8ad9e71e6460`END	63
+`INTENT`3542d9f8-6645-4f99-b41b-8ad9e71e6460`START	64
+`INTENT`a2456c23-94f1-4dca-9fb4-bdb42d2a8cf5`END	65
+`INTENT`dd30ebee-ca03-4d21-a5ff-a136188e2576`START	66
+`ENTITY`c183b0a5-c95a-4001-bd05-71518b89254a`END	67
+``ROOT	68
+c183b0a5-c95a-4001-bd05-71518b89254a	69
+all	70
+right	71
+give	72
+yea	73
+is	74
+ready	75
+am	76
+it	77
+affirmative	78
+cancel	79
+sure	80
+at	81
+want	82
+go	83
+okay	84
+yes	85
+fine	86
+for	87
+no	88
+introduction	89
+don't	90
+please	91
+start	92
+that	93
+choose	94
+way	95
+means	96
+nay	97
+nope	98
+do	99
+play	100
+good	101
+'s	102
+to	103
+amen	104
+never	105
+stop	106
+introduce	107
+yeah	108
+nix	109
+let	110
+not	111
+yourselves	112
+yourself	113
+true	114
+by	115
+a	116
+on	117
+i	118
+could	119
+so	120
+can	121
+act	122
+you	123
+the	124
+think	125
diff --git a/assistant/custom_dialogue/sound/config.json b/assistant/custom_dialogue/sound/config.json
old mode 100755
new mode 100644
diff --git a/assistant/custom_dialogue/sound/end_of_input.wav b/assistant/custom_dialogue/sound/end_of_input.wav
old mode 100755
new mode 100644
diff --git a/assistant/custom_dialogue/sound/error.wav b/assistant/custom_dialogue/sound/error.wav
old mode 100755
new mode 100644
diff --git a/assistant/custom_dialogue/sound/start_of_input.wav b/assistant/custom_dialogue/sound/start_of_input.wav
old mode 100755
new mode 100644
diff --git a/assistant/custom_dialogue/speak/de.json b/assistant/custom_dialogue/speak/de.json
old mode 100755
new mode 100644
diff --git a/assistant/custom_dialogue/speak/en.json b/assistant/custom_dialogue/speak/en.json
old mode 100755
new mode 100644
diff --git a/assistant/custom_dialogue/speak/es.json b/assistant/custom_dialogue/speak/es.json
old mode 100755
new mode 100644
diff --git a/assistant/custom_dialogue/speak/fr.json b/assistant/custom_dialogue/speak/fr.json
old mode 100755
new mode 100644
diff --git a/assistant/custom_dialogue/speak/it.json b/assistant/custom_dialogue/speak/it.json
old mode 100755
new mode 100644
diff --git a/assistant/custom_dialogue/speak/ko.json b/assistant/custom_dialogue/speak/ko.json
old mode 100755
new mode 100644
diff --git a/assistant/custom_hotword/config.json b/assistant/custom_hotword/config.json
old mode 100755
new mode 100644
diff --git a/assistant/custom_hotword/model.pb b/assistant/custom_hotword/model.pb
old mode 100755
new mode 100644
diff --git a/assistant/custom_hotword/thresholds_curve.json b/assistant/custom_hotword/thresholds_curve.json
old mode 100755
new mode 100644
diff --git a/assistant/nlu_engine/builtin_entity_parser/metadata.json b/assistant/nlu_engine/builtin_entity_parser/metadata.json
old mode 100755
new mode 100644
diff --git a/assistant/nlu_engine/custom_entity_parser/metadata.json b/assistant/nlu_engine/custom_entity_parser/metadata.json
old mode 100755
new mode 100644
diff --git a/assistant/nlu_engine/custom_entity_parser/parser/metadata.json b/assistant/nlu_engine/custom_entity_parser/parser/metadata.json
old mode 100755
new mode 100644
diff --git a/assistant/nlu_engine/custom_entity_parser/parser/parser_1/metadata.json b/assistant/nlu_engine/custom_entity_parser/parser/parser_1/metadata.json
old mode 100755
new mode 100644
diff --git a/assistant/nlu_engine/custom_entity_parser/parser/parser_1/parser b/assistant/nlu_engine/custom_entity_parser/parser/parser_1/parser
old mode 100755
new mode 100644
index e95b5c8..3262858
Binary files a/assistant/nlu_engine/custom_entity_parser/parser/parser_1/parser and b/assistant/nlu_engine/custom_entity_parser/parser/parser_1/parser differ
diff --git a/assistant/nlu_engine/deterministic_intent_parser/intent_parser.json b/assistant/nlu_engine/deterministic_intent_parser/intent_parser.json
old mode 100755
new mode 100644
index f07b0cb..28cd20a
--- a/assistant/nlu_engine/deterministic_intent_parser/intent_parser.json
+++ b/assistant/nlu_engine/deterministic_intent_parser/intent_parser.json
@@ -10,25 +10,34 @@
   },
   "language_code": "en",
   "patterns": {
-    "jocavdh:answer_yes": [
+    "jocavdh:play_intro_act": [
+      "^\\s*let\\s*s\\s*go\\s*$",
+      "^\\s*i\\s*am\\s*ready\\s*for\\s*play\\s*$",
+      "^\\s*start\\s*introduction\\s*$",
+      "^\\s*do\\s*want\\s*do\\s*introduction\\s*$",
+      "^\\s*do\\s*want\\s*start\\s*$",
+      "^\\s*do\\s*introduction\\s*act\\s*$",
+      "^\\s*play\\s*introduction\\s*$",
+      "^\\s*could\\s*introduce\\s*yourselves\\s*$",
+      "^\\s*start\\s*play\\s*$",
+      "^\\s*introduce\\s*$",
+      "^\\s*introduce\\s*yourselves\\s*$",
+      "^\\s*could\\s*give\\s*start\\s*play\\s*$"
+    ],
+    "jocavdh:question_continue_act": [
       "^\\s*(?P<group0>%CHOICE%)\\s*$",
       "^\\s*(?P<group0>%CHOICE%)\\s*(?P<group0_2>%CHOICE%)\\s*$",
       "^\\s*i\\s*go\\s*for\\s*(?P<group0>%CHOICE%)\\s*$",
       "^\\s*i\\s*choose\\s*(?P<group0>%CHOICE%)\\s*$",
       "^\\s*i\\s*think\\s*it\\s*is\\s*(?P<group0>%CHOICE%)\\s*$",
       "^\\s*s\\s*(?P<group0>%CHOICE%)\\s*$"
-    ],
-    "jocavdh:ask": [
-      "^\\s*i\\s*want\\s*ask\\s*question\\s*$",
-      "^\\s*ask\\s*$",
-      "^\\s*ask\\s*something\\s*$",
-      "^\\s*ask\\s*question\\s*$"
     ]
   },
   "slot_names_to_entities": {
-    "jocavdh:answer_yes": {
+    "jocavdh:play_intro_act": {},
+    "jocavdh:question_continue_act": {
       "user_choice": "choice"
-    },
-    "jocavdh:ask": {}
-  }
+    }
+  },
+  "stop_words_whitelist": {}
 }
\ No newline at end of file
diff --git a/assistant/nlu_engine/deterministic_intent_parser/metadata.json b/assistant/nlu_engine/deterministic_intent_parser/metadata.json
old mode 100755
new mode 100644
diff --git a/assistant/nlu_engine/nlu_engine.json b/assistant/nlu_engine/nlu_engine.json
old mode 100755
new mode 100644
index 8b3872a..4520a32
--- a/assistant/nlu_engine/nlu_engine.json
+++ b/assistant/nlu_engine/nlu_engine.json
@@ -160,10 +160,10 @@
     },
     "language_code": "en",
     "slot_name_mappings": {
-      "jocavdh:answer_yes": {
+      "jocavdh:play_intro_act": {},
+      "jocavdh:question_continue_act": {
         "user_choice": "choice"
-      },
-      "jocavdh:ask": {}
+      }
     }
   },
   "intent_parsers": [
@@ -171,6 +171,6 @@
     "probabilistic_intent_parser"
   ],
   "model_version": "0.19.0",
-  "training_package_version": "0.19.4",
+  "training_package_version": "0.19.6",
   "unit_name": "nlu_engine"
 }
\ No newline at end of file
diff --git a/assistant/nlu_engine/probabilistic_intent_parser/intent_classifier/featurizer/featurizer.json b/assistant/nlu_engine/probabilistic_intent_parser/intent_classifier/featurizer/featurizer.json
old mode 100755
new mode 100644
diff --git a/assistant/nlu_engine/probabilistic_intent_parser/intent_classifier/featurizer/metadata.json b/assistant/nlu_engine/probabilistic_intent_parser/intent_classifier/featurizer/metadata.json
old mode 100755
new mode 100644
diff --git a/assistant/nlu_engine/probabilistic_intent_parser/intent_classifier/featurizer/tfidf_vectorizer/metadata.json b/assistant/nlu_engine/probabilistic_intent_parser/intent_classifier/featurizer/tfidf_vectorizer/metadata.json
old mode 100755
new mode 100644
diff --git a/assistant/nlu_engine/probabilistic_intent_parser/intent_classifier/featurizer/tfidf_vectorizer/vectorizer.json b/assistant/nlu_engine/probabilistic_intent_parser/intent_classifier/featurizer/tfidf_vectorizer/vectorizer.json
old mode 100755
new mode 100644
index f34158d..416f05d
--- a/assistant/nlu_engine/probabilistic_intent_parser/intent_classifier/featurizer/tfidf_vectorizer/vectorizer.json
+++ b/assistant/nlu_engine/probabilistic_intent_parser/intent_classifier/featurizer/tfidf_vectorizer/vectorizer.json
@@ -8,70 +8,92 @@
   "language_code": "en",
   "vectorizer": {
     "idf_diag": [
-      2.8132656744490188,
       4.850147601710058,
-      3.751535313041949,
+      3.8693183486983322,
+      4.850147601710058,
       5.255612709818223,
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       4.002849741322855,
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       5.255612709818223,
       4.850147601710058,
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       4.850147601710058,
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       5.255612709818223,
-      3.176171168138387,
       5.255612709818223,
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       4.562465529258278,
       3.3097025607629096,
+      4.562465529258278,
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+      4.850147601710058,
       4.850147601710058,
       5.255612709818223,
-      1.248279524585752,
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       4.339321977944068,
+      3.5508646175797978,
       5.255612709818223,
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+      2.3111737306517828,
+      4.157000421150114,
+      5.255612709818223,
+      1.1865859555804121,
       4.850147601710058,
-      4.562465529258278
+      5.255612709818223,
+      4.850147601710058,
+      3.8693183486983322,
+      5.255612709818223,
+      4.850147601710058
     ],
     "vocab": {
-      "a": 0,
-      "affirmative": 1,
-      "all": 2,
+      "act": 0,
+      "all": 1,
+      "am": 2,
       "amen": 3,
-      "ask": 4,
-      "at": 5,
+      "at": 4,
+      "can": 5,
       "choose": 6,
-      "entityfeaturechoice": 7,
-      "go": 8,
-      "i": 9,
-      "me": 10,
-      "means": 11,
-      "nay": 12,
-      "never": 13,
-      "nix": 14,
-      "no": 15,
-      "nope": 16,
-      "not": 17,
-      "okay": 18,
-      "question": 19,
-      "right": 20,
-      "s": 21,
-      "something": 22,
-      "that": 23,
-      "think": 24,
-      "true": 25,
-      "unknownword": 26,
-      "want": 27,
-      "way": 28,
-      "yeah": 29,
-      "yo": 30
+      "could": 7,
+      "do": 8,
+      "don": 9,
+      "entityfeaturechoice": 10,
+      "fine": 11,
+      "give": 12,
+      "good": 13,
+      "i": 14,
+      "introduce": 15,
+      "introduction": 16,
+      "let": 17,
+      "nay": 18,
+      "no": 19,
+      "nope": 20,
+      "not": 21,
+      "okay": 22,
+      "play": 23,
+      "please": 24,
+      "ready": 25,
+      "right": 26,
+      "s": 27,
+      "so": 28,
+      "start": 29,
+      "sure": 30,
+      "t": 31,
+      "the": 32,
+      "think": 33,
+      "true": 34,
+      "unknownword": 35,
+      "want": 36,
+      "yea": 37,
+      "yeah": 38,
+      "you": 39,
+      "yourself": 40,
+      "yourselves": 41
     }
   }
 }
\ No newline at end of file
diff --git a/assistant/nlu_engine/probabilistic_intent_parser/intent_classifier/intent_classifier.json b/assistant/nlu_engine/probabilistic_intent_parser/intent_classifier/intent_classifier.json
old mode 100755
new mode 100644
index d616a0e..cf50a52
--- a/assistant/nlu_engine/probabilistic_intent_parser/intent_classifier/intent_classifier.json
+++ b/assistant/nlu_engine/probabilistic_intent_parser/intent_classifier/intent_classifier.json
@@ -1,103 +1,136 @@
 {
   "coeffs": [
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+      -0.4844243807624468,
+      -0.16539020264930393,
+      -1.1415348772320448,
+      -0.3044043794975639,
+      -1.9960575945664303,
+      -0.6353267687570361,
+      -0.22664716010167013,
+      0.6963041243567683,
+      -0.8398295235010955,
+      -0.307361277750767,
+      2.6548101979434717,
+      -0.39491339440481804,
+      -0.7970689883650842,
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+      -0.5059825296317677,
+      -0.4492080416777923,
+      -0.8263804210139328
     ]
   ],
   "config": {
@@ -131,14 +164,14 @@
   },
   "featurizer": "featurizer",
   "intent_list": [
-    "jocavdh:answer_yes",
-    "jocavdh:ask",
+    "jocavdh:play_intro_act",
+    "jocavdh:question_continue_act",
     null
   ],
   "intercept": [
-    -0.09850373441643659,
-    -0.23771042380504273,
-    -0.06139137859192325
+    -0.08512030945929673,
+    -0.19228512400729567,
+    -0.17972016487441556
   ],
   "t_": 701.0
 }
\ No newline at end of file
diff --git a/assistant/nlu_engine/probabilistic_intent_parser/intent_classifier/metadata.json b/assistant/nlu_engine/probabilistic_intent_parser/intent_classifier/metadata.json
old mode 100755
new mode 100644
diff --git a/assistant/nlu_engine/probabilistic_intent_parser/intent_parser.json b/assistant/nlu_engine/probabilistic_intent_parser/intent_parser.json
old mode 100755
new mode 100644
index 3ae8872..1d54a4c
--- a/assistant/nlu_engine/probabilistic_intent_parser/intent_parser.json
+++ b/assistant/nlu_engine/probabilistic_intent_parser/intent_parser.json
@@ -141,11 +141,11 @@
   },
   "slot_fillers": [
     {
-      "intent": "jocavdh:answer_yes",
+      "intent": "jocavdh:play_intro_act",
       "slot_filler_name": "slot_filler_0"
     },
     {
-      "intent": "jocavdh:ask",
+      "intent": "jocavdh:question_continue_act",
       "slot_filler_name": "slot_filler_1"
     }
   ]
diff --git a/assistant/nlu_engine/probabilistic_intent_parser/metadata.json b/assistant/nlu_engine/probabilistic_intent_parser/metadata.json
old mode 100755
new mode 100644
diff --git a/assistant/nlu_engine/probabilistic_intent_parser/slot_filler_0/metadata.json b/assistant/nlu_engine/probabilistic_intent_parser/slot_filler_0/metadata.json
old mode 100755
new mode 100644
diff --git a/assistant/nlu_engine/probabilistic_intent_parser/slot_filler_0/modeloKIr8e.crfsuite b/assistant/nlu_engine/probabilistic_intent_parser/slot_filler_0/modeloKIr8e.crfsuite
deleted file mode 100755
index da3a65f..0000000
Binary files a/assistant/nlu_engine/probabilistic_intent_parser/slot_filler_0/modeloKIr8e.crfsuite and /dev/null differ
diff --git a/assistant/nlu_engine/probabilistic_intent_parser/slot_filler_0/slot_filler.json b/assistant/nlu_engine/probabilistic_intent_parser/slot_filler_0/slot_filler.json
old mode 100755
new mode 100644
index 25fcc60..7fc0baf
--- a/assistant/nlu_engine/probabilistic_intent_parser/slot_filler_0/slot_filler.json
+++ b/assistant/nlu_engine/probabilistic_intent_parser/slot_filler_0/slot_filler.json
@@ -14,7 +14,6 @@
       {
         "args": {
           "common_words_gazetteer_name": "top_10000_words_stemmed",
-          "language_code": "en",
           "n": 1,
           "use_stemming": true
         },
@@ -30,7 +29,6 @@
       {
         "args": {
           "common_words_gazetteer_name": "top_10000_words_stemmed",
-          "language_code": "en",
           "n": 2,
           "use_stemming": true
         },
@@ -69,9 +67,6 @@
       },
       {
         "args": {
-          "entities": [
-            "choice"
-          ],
           "tagging_scheme_code": 2,
           "use_stemming": true
         },
@@ -85,16 +80,6 @@
       },
       {
         "args": {
-          "entity_labels": [
-            "snips/amountOfMoney",
-            "snips/datetime",
-            "snips/duration",
-            "snips/number",
-            "snips/ordinal",
-            "snips/percentage",
-            "snips/temperature"
-          ],
-          "language_code": "en",
           "tagging_scheme_code": 1
         },
         "factory_name": "builtin_entity_match",
@@ -122,10 +107,8 @@
     "tagging_scheme": 1,
     "unit_name": "crf_slot_filler"
   },
-  "crf_model_file": "modeloKIr8e.crfsuite",
-  "intent": "jocavdh:answer_yes",
+  "crf_model_file": null,
+  "intent": "jocavdh:play_intro_act",
   "language_code": "en",
-  "slot_name_mapping": {
-    "user_choice": "choice"
-  }
+  "slot_name_mapping": {}
 }
\ No newline at end of file
diff --git a/assistant/nlu_engine/probabilistic_intent_parser/slot_filler_1/metadata.json b/assistant/nlu_engine/probabilistic_intent_parser/slot_filler_1/metadata.json
old mode 100755
new mode 100644
diff --git a/assistant/nlu_engine/probabilistic_intent_parser/slot_filler_1/modelb3iq7l.crfsuite b/assistant/nlu_engine/probabilistic_intent_parser/slot_filler_1/modelb3iq7l.crfsuite
new file mode 100644
index 0000000..a70b814
Binary files /dev/null and b/assistant/nlu_engine/probabilistic_intent_parser/slot_filler_1/modelb3iq7l.crfsuite differ
diff --git a/assistant/nlu_engine/probabilistic_intent_parser/slot_filler_1/slot_filler.json b/assistant/nlu_engine/probabilistic_intent_parser/slot_filler_1/slot_filler.json
old mode 100755
new mode 100644
index 11135c7..8252fdd
--- a/assistant/nlu_engine/probabilistic_intent_parser/slot_filler_1/slot_filler.json
+++ b/assistant/nlu_engine/probabilistic_intent_parser/slot_filler_1/slot_filler.json
@@ -14,6 +14,7 @@
       {
         "args": {
           "common_words_gazetteer_name": "top_10000_words_stemmed",
+          "language_code": "en",
           "n": 1,
           "use_stemming": true
         },
@@ -29,6 +30,7 @@
       {
         "args": {
           "common_words_gazetteer_name": "top_10000_words_stemmed",
+          "language_code": "en",
           "n": 2,
           "use_stemming": true
         },
@@ -67,6 +69,9 @@
       },
       {
         "args": {
+          "entities": [
+            "choice"
+          ],
           "tagging_scheme_code": 2,
           "use_stemming": true
         },
@@ -80,6 +85,16 @@
       },
       {
         "args": {
+          "entity_labels": [
+            "snips/amountOfMoney",
+            "snips/datetime",
+            "snips/duration",
+            "snips/number",
+            "snips/ordinal",
+            "snips/percentage",
+            "snips/temperature"
+          ],
+          "language_code": "en",
           "tagging_scheme_code": 1
         },
         "factory_name": "builtin_entity_match",
@@ -107,8 +122,10 @@
     "tagging_scheme": 1,
     "unit_name": "crf_slot_filler"
   },
-  "crf_model_file": null,
-  "intent": "jocavdh:ask",
+  "crf_model_file": "modelb3iq7l.crfsuite",
+  "intent": "jocavdh:question_continue_act",
   "language_code": "en",
-  "slot_name_mapping": {}
+  "slot_name_mapping": {
+    "user_choice": "choice"
+  }
 }
\ No newline at end of file
diff --git a/assistant/nlu_engine/resources/en/gazetteers/top_10000_words_stemmed.txt b/assistant/nlu_engine/resources/en/gazetteers/top_10000_words_stemmed.txt
old mode 100755
new mode 100644
diff --git a/assistant/nlu_engine/resources/en/metadata.json b/assistant/nlu_engine/resources/en/metadata.json
old mode 100755
new mode 100644
diff --git a/assistant/nlu_engine/resources/en/noise.txt b/assistant/nlu_engine/resources/en/noise.txt
old mode 100755
new mode 100644
diff --git a/assistant/nlu_engine/resources/en/stemming/stems.txt b/assistant/nlu_engine/resources/en/stemming/stems.txt
old mode 100755
new mode 100644
diff --git a/assistant/nlu_engine/resources/en/stop_words.txt b/assistant/nlu_engine/resources/en/stop_words.txt
old mode 100755
new mode 100644
diff --git a/assistant/nlu_engine/resources/en/word_clusters/brown_clusters.txt b/assistant/nlu_engine/resources/en/word_clusters/brown_clusters.txt
old mode 100755
new mode 100644
diff --git a/assistant/trained_assistant.json b/assistant/trained_assistant.json
old mode 100755
new mode 100644
diff --git a/g2p-models/de/align.fst b/g2p-models/de/align.fst
deleted file mode 100755
index 9ff21d5..0000000
Binary files a/g2p-models/de/align.fst and /dev/null differ
diff --git a/g2p-models/de/g2p.fst b/g2p-models/de/g2p.fst
deleted file mode 100755
index 0f208d9..0000000
Binary files a/g2p-models/de/g2p.fst and /dev/null differ
diff --git a/g2p-models/de/in_syms.txt b/g2p-models/de/in_syms.txt
deleted file mode 100755
index 613785d..0000000
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-'|h	222
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-'|a	232
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->	237
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-'|r	244
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-'|o	252
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diff --git a/g2p-models/de/map.fst b/g2p-models/de/map.fst
deleted file mode 100755
index 63bdd3b..0000000
Binary files a/g2p-models/de/map.fst and /dev/null differ
diff --git a/g2p-models/de/map_out_syms.txt b/g2p-models/de/map_out_syms.txt
deleted file mode 100755
index 9ceac6c..0000000
--- a/g2p-models/de/map_out_syms.txt
+++ /dev/null
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-uː|ɛ|ɹ|ɪ	284
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-n|d|v|ɪ	367
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-p|ə|l	369
-ɛ|ɪ|ʃ|ə|n	370
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-ɔ|r|p|ə	372
-oː|ʁ|p|ə	373
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-uː|ts	376
-iː|f|iː	377
-w|oː|n	378
-v|oː|n	379
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-s|l|iː	381
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-iː|ɛ|ɪ|ɛ	386
-iː|eː|ɛ	387
-iː|ɛ|ɪ|s|iː	388
-iː|eː|s|iː	389
-a|j	390
-ɛ|j	391
-dʒ|ɛ|ɪ	392
-dʒ|eː	393
-v|aɪ|b|iː	394
-d|aː|t	395
-k|ɔ|r	396
-k|oː|ʁ	397
-iː|w|œ|n	398
-iː|v|œ|n	399
-iː|s|r|iː	400
-iː|s|l|iː	401
-iː|f|r|iː	402
-iː|f|l|iː	403
-iː|f|ɔ|r	404
-iː|f|oː|ʁ	405
-iː|f|aɪ|f	406
-ɐ|r	407
-ɐ|l	408
-ɛ|r|l	409
-ɛ|ɐ|r|ɪ|ɐ	410
-ɛ|ɐ|l|ɪ|ɐ	411
-ə|v|a|r	412
-ə|f|a|r	413
-iː|v|aɪ	414
-iː|dʒ|ɛ|ɪ	415
-iː|dʒ|eː	416
-d|œ|b|ə	417
-ɪ|ts	418
-t|ts	419
-œ|ɪ|ɐ	420
-m|a	421
-m|ɛ	422
-a|k	423
-ɛ|k	424
-ɪ|s|t|ɐ	425
-ɪ|s|t|ɛ|r	426
-œ|r	427
-œ|l	428
-ɛ|m|œ	429
-m|aː|n	430
-ɛ|ɪ|t	431
-eː|t	432
-d|a|m	433
-d|ɔ|m	434
-m|aɪ|l|ts	435
-p|ɐ|ɡ	436
-p|ɛ|r|ɡ	437
-a|l|ə|n	438
-ɛ|l|ə|n	439
-ə|r|aʊ|ɐ	440
-ə|r|aʊ|ɛ|r	441
-ə|l|aʊ|ɐ	442
-ə|l|aʊ|ɛ|r	443
-w|œ|n	444
-v|œ|n	445
-f|aɪ|f	446
-œ|k|s	447
-s|ɪ|l|f	448
-ɛ|ɪ|n|j|ə	449
-eː|n|j|ə	450
-iː|oː|ɛ	451
-ɪ|ɐ|r	452
-ɪ|ɐ|l	453
-aː|n	454
-aɪ|ɛ|ɪ|tʃ	455
-aɪ|eː|tʃ	456
-iː|ɛ|ɪ|tʃ|ɛ	457
-iː|eː|tʃ|ɛ	458
-iː|ɛ|ɪ|tʃ	459
-iː|eː|tʃ	460
-a|ɪ|ɐ	461
-ɛ|ɪ|ɐ	462
-v|ə|ə	463
-ɪ|f|ɪ	464
-aɪ|v|aɪ	465
-ə|ts	466
-ɛ|ɪ|k|ɛ|ɪ	467
-ɛ|ɪ|k|eː	468
-eː|k|ɛ|ɪ	469
-eː|k|eː	470
-aː|k|t|ɐ	471
-aː|k|t|ɛ|r	472
-iː|k|ɛ|ɪ	473
-iː|k|eː	474
-ɛ|k|s|ts	475
-b|a|m|ə	476
-b|ɛ|m|ə	477
-ʊ|r	478
-ɛ|ɪ|f	479
-eː|f	480
-oː|t|ɪ|s	481
-ɛ|f|ə|n	482
-ɛ|ɪ|j|ʊ	483
-eː|j|ʊ	484
-t|r|ɪ|p	485
-t|l|ɪ|p	486
-l|ɛ|ɪ	487
-l|eː	488
-ə|m|œ|ɪ	489
-k|ə|aː|n	490
-t|uː|w|œ	491
-t|uː|v|œ	492
-n|t|uː|ɛ|ɪ	493
-n|t|uː|eː	494
-ɛ|p|r	495
-ɛ|p|l	496
-ɪ|ts|ɛ|t	497
-ə|t|ɪ|f	498
-b|œ	499
-aː|r|ɛ	500
-aː|l|ɛ	501
-ɪ|ɪ|ts|ɪ	502
-ɛ|ɪ|tʃ|ɛ	503
-eː|tʃ|ɛ	504
-n|ts	505
-iː|s|iː|ɛ|ɪ	506
-iː|s|iː|eː	507
-dʒ|ɔ|r|dʒ	508
-dʒ|oː|ʁ|dʒ	509
-v|ɐ|n|ɐ	510
-v|ɐ|n|ɛ|r	511
-v|ɛ|r|n|ɐ	512
-v|ɛ|r|n|ɛ|r	513
-f|ɐ|n|ɐ	514
-f|ɐ|n|ɛ|r	515
-f|ɛ|r|n|ɐ	516
-f|ɛ|r|n|ɛ|r	517
-iː|oː	518
-ɡ|ʃ	519
-w|ɛ|r|ɪ	520
-w|ɛ|l|ɪ	521
-v|ɛ|r|ɪ	522
-v|ɛ|l|ɪ	523
-f|œ	524
-t|ə|r|ə	525
-t|ə|l|ə	526
-ə|r|ə	527
-ə|l|ə	528
-œ|ʃ	529
-ɛ|ɪ|ɛ|ɪ|ɛ	530
-ɛ|ɪ|eː|ɛ	531
-eː|ɛ|ɪ|ɛ	532
-eː|eː|ɛ	533
-k|ɛ|ɪ|ɛ	534
-k|eː|ɛ	535
-ɛ|ɪ|w|aɪ	536
-ɛ|ɪ|v|aɪ	537
-eː|w|aɪ	538
-eː|v|aɪ	539
-ɛ|ɪ|dʒ|ɛ|ɪ|ɛ|ɪ	540
-ɛ|ɪ|dʒ|ɛ|ɪ|eː	541
-ɛ|ɪ|dʒ|eː|ɛ|ɪ	542
-ɛ|ɪ|dʒ|eː|eː	543
-eː|dʒ|ɛ|ɪ|ɛ|ɪ	544
-eː|dʒ|ɛ|ɪ|eː	545
-eː|dʒ|eː|ɛ|ɪ	546
-eː|dʒ|eː|eː	547
-ɛ|ɪ|dʒ|iː	548
-eː|dʒ|iː	549
-ɛ|ɪ|ɛ	550
-eː|ɛ	551
-d|œ|b|ɛ	552
-l|j|uː|oː	553
-w|a	554
-w|ɔ	555
-v|a	556
-v|ɔ	557
-j|uː|ɪ|ɐ	558
-aɪ|d|œ|b	559
-l|aɪ|ɛ|ɪ|tʃ	560
-l|aɪ|eː|tʃ	561
-n|t|ɐ|n	562
-n|t|ɛ|r|n	563
-a|ʃ|ə|n	564
-ɛ|ʃ|ə|n	565
-ə|l|ə|ts	566
-l|ts	567
-ts|ɛ|d	568
-ɪ|v|aɪ|ɛ	569
-aɪ|ɡ|aː|d	570
-ə|t|z|ə	571
-ə|t|d|ə	572
-ə|k|b|a|r	573
-dʒ|œ	574
-t|s|r|iː	575
-t|s|l|iː	576
-v|œ|s|ə	577
-f|œ|s|ə	578
-d|œ|b	579
-uː|ɛ|r|ɪ	580
-uː|ɛ|l|ɪ	581
-dʒ|ɛ|ɪ|ɛ	582
-dʒ|eː|ɛ	583
-k|j|uː|ɛ|ɪ	584
-k|j|uː|eː	585
-ɛ|s	586
-ɛ|f	587
-ʒ|w|ɛ|ɪ	588
-ʒ|w|eː	589
-ʒ|v|ɛ|ɪ	590
-ʒ|v|eː	591
-ʃ|w|ɛ|ɪ	592
-ʃ|w|eː	593
-ʃ|v|ɛ|ɪ	594
-ʃ|v|eː	595
-ɪ|ɡ|ts	596
-ɛ|ɡ|ts	597
-k|r|ɪ|s	598
-k|l|ɪ|s	599
-ð|ɐ	600
-ð|ɛ|r	601
-z|ɐ	602
-z|ɛ|r	603
-d|ɐ	604
-d|ɛ|r	605
-n|ɛ|ɪ|t|ɪ	606
-n|eː|t|ɪ	607
-f|oː|r	608
-f|oː|l	609
-f|oː	610
-n|h|œ|n	611
-d|r|ə|d	612
-d|l|ə|d	613
-t|iː|ts	614
-ɛ|n|ɛ|ɪ|t	615
-ɛ|n|eː|t	616
-t|h|œ|n	617
-w|a|n	618
-w|ɛ|n	619
-v|a|n	620
-v|ɛ|n	621
-s|ɛ|f	622
-f|ɔ|r|b|aɪ	623
-f|oː|ʁ|b|aɪ	624
-t|v|ɛ|n	625
-t|ɪ|f|oː	626
-aɪ|n|w|œ	627
-aɪ|n|v|œ	628
-n|w|œ|n	629
-n|v|œ|n	630
-s|ɛ|f|ə	631
-n|f|oː|s	632
-p|l|œ|s	633
-d|a|t	634
-d|ɔ|t	635
-z|ɪ|ə|r	636
-z|ɪ|ə|l	637
-ts|ɪ|ə|r	638
-ts|ɪ|ə|l	639
-ɪ|tʃ|a|t	640
-ɪ|tʃ|ɛ|t	641
diff --git a/g2p-models/de/out_syms.txt b/g2p-models/de/out_syms.txt
deleted file mode 100755
index 2144de3..0000000
--- a/g2p-models/de/out_syms.txt
+++ /dev/null
@@ -1,397 +0,0 @@
-<eps>	0
-|	1
-_	2
-<unk>	3
-ʃ	4
-v	5
-aː	6
-ɪ	7
-n	8
-ə	9
-f	10
-l	11
-p	12
-r	13
-z	14
-s	15
-aɪ	16
-eː	17
-ɛ	18
-t	19
-ts	20
-ʊ	21
-ɐ	22
-b	23
-x	24
-k	25
-d	26
-ɔ	27
-ɐ̯	28
-ɔ|ɪ	29
-ç	30
-m	31
-h	32
-ʏ	33
-yː	34
-ɡ	35
-iː	36
-a	37
-øː	38
-oː	39
-pf	40
-tʃ	41
-uː	42
-œ	43
-ŋ	44
-k|s	45
-ɔʏ	46
-j	47
-ɛ̃	48
-aʊ	49
-ɑ̃	50
-ɛ|ɐ̯|øː	51
-j|uː	52
-iː|j	53
-n|j	54
-ə|l	55
-ɔ̃	56
-ʒ	57
-f|aʊ	58
-ɔʏ|ə	59
-ɛ|ɪ	60
-dʒ	61
-ɛ|s	62
-eː|ɛ|n|ɛ	63
-ts|eː	64
-eː|j	65
-aː|ɪ	66
-ə|r	67
-eː|f|aʊ	68
-ŋ|ə	69
-oː|ʊ	70
-ə|ʊ	71
-aː|iː	72
-ɛ|n|t	73
-θ	74
-eː|f|aː|ʊ	75
-eː|d|eː	76
-r|ɪ	77
-r|oː	78
-d|eː	79
-j|ʊ|ə|l	80
-ð	81
-p|eː	82
-ɡ|eː	83
-ɔ|ʊ	84
-aː|x|t	85
-f|aː|ʊ	86
-yː|ə	87
-s|aɪ|z	88
-ɛ|f	89
-ɪ|k|s	90
-ts|ɛ|t	91
-ɛ|s|ɛ	92
-v|eː|ɛ	93
-t|eː	94
-k|uː|ɛ	95
-eː|ɛ|ɐ̯	96
-k|aː	97
-eː|ɛ|m|ɛ	98
-eː|ɡ|eː	99
-eː|p|eː	100
-t|aː|ʊ|s	101
-aː|ʊ|s	102
-ɪ|ə	103
-aː|j	104
-ts|ɔ	105
-d|ɔ	106
-b|eː|ɛ	107
-eː|ɛ|m	108
-eː|ts|eː	109
-ɪ|d|ʃ	110
-aː|v|eː	111
-r|a	112
-ɛ|k	113
-x|uː|eː	114
-aː|x|t|ʊ	115
-n|t|z|ɛ	116
-ç|ts|ɪ|ɡ	117
-v|œ	118
-k|z	119
-eː|ɪ	120
-j|ɪ	121
-ɛ|r	122
-d|eː|ɛ	123
-t|eː|ɛ	124
-ɛ|r|d|eː	125
-ɛ|ɐ̯	126
-ɛ|k|s	127
-aː|ʊ|ɡ|eː	128
-v|eː	129
-iː|d|iː	130
-eː|ɛ|s|ɛ	131
-ɪ|d|iː|ɛ	132
-z|aː|ɪ	133
-t|uː	134
-aː|d|eː	135
-eː|t|eː	136
-oː|n|ə	137
-t|iː	138
-eː|t|eː|ɛ	139
-ɛ|t	140
-aʊ|b|eː|ɛ	141
-ɛ|l	142
-ʊ|ə	143
-ts|iː	144
-ʊ|ŋ|s|v	145
-aː|ɪ|z|ə	146
-b|eː	147
-ʃ|t	148
-aː|ɛ|m|ɛ	149
-ts|ə	150
-eː|iː|ɛ	151
-aɪ|j	152
-aʊ|ə	153
-oː|ə	154
-eː|h|aː	155
-h|aː	156
-eː|v|eː|ɛ	157
-b|ə	158
-iː|ʊ|ŋ|s	159
-v|aɪ|z|ə	160
-eː|ts|ɛ|t	161
-iː|t|ʊ	162
-b|iː	163
-k|aː|ɛ	164
-aː|ɛ|l|ɛ	165
-m|p	166
-iː|j|eː	167
-aː|ts|ɛ|t	168
-k|aː|ts|ɛ	169
-ts|v|aː|ɪ	170
-aː|k|aː	171
-ɛ|ɐ̯|ɡ|eː	172
-m|eː|n	173
-ɔ|ɐ̯	174
-eː|v|eː	175
-ɛ|m	176
-ɛ|m|ɛ	177
-ə|h|aː	178
-k|s|t	179
-b|ə|r|ɔ	180
-aː|ɡ|eː	181
-t|v	182
-f|ɛ	183
-j|eː	184
-j|ɔ|t	185
-d|ʃ	186
-eː|ɛ|f	187
-eː|ɛ|f|ɛ	188
-eː|b|eː|ɛ	189
-eː|p|eː|ɛ	190
-iː|v|iː	191
-r|ə	192
-k|uː	193
-f|ts	194
-ʃ|ə	195
-a|j	196
-øː|œ	197
-s|a|ŋ|k	198
-ɛ|f|ts|eː	199
-b|iː|aː	200
-ɛ|f|ɛ	201
-oː|ɐ̯	202
-aɪ|p|iː	203
-ɐ̯|s	204
-aː|ʊ	205
-f|aʊ|ɛ	206
-aː|ʊ|v|eː	207
-ə|f|ɛ	208
-v|iː	209
-a|uː|d|eː	210
-s|ɡ	211
-r|aː	212
-s|j	213
-eː|h|aː|ɛ	214
-p|eː|ɛ	215
-eː|ts|eː|ɛ	216
-eː|k|aː	217
-eː|d|eː|ɛ	218
-z|iː	219
-aː|d|eː|ɛ	220
-h|aː|ɛ	221
-aː|k|aː|ɛ	222
-eː|b|eː	223
-j|ɛ	224
-s|b	225
-ɪ|j	226
-dʒ|ɛ|ɪ	227
-j|ʊ	228
-œ|ɐ̯|d	229
-ɛ|m|ts|eː	230
-ɛ|m|f|aʊ	231
-aʊ|f|aʊ	232
-d|r|aː|ɪ	233
-ə|m|ɛ	234
-ɪ|s|ɪ	235
-z|ɪ|ɡ|n	236
-aː|t|ʊ|s	237
-j|aː	238
-f|iː|ɐ̯	239
-yː|j	240
-eː|ɛ|r|ɛ	241
-eː|ɛ|l|ɛ	242
-iː|dʒ	243
-eː|ɡ|eː|ɛ	244
-eː|k|aː|ɛ	245
-eː|aː|ɛ	246
-ɛ|n	247
-v|oː|ʊ	248
-r|j	249
-ɛ|ə|r|aː	250
-ɛ|ɐ	251
-j|ɔ|t|ɛ	252
-a|r|ɛ	253
-aː|p|eː	254
-j|ɛ|ɪ	255
-ʃ|ɪ|ə|ʊ	256
-ə|aɪ|s	257
-h|l|eː	258
-j|k	259
-j|ɔ̃	260
-ɛ|l|ɛ	261
-aː|ɪ|n|s	262
-uː|k|ʏ|n	263
-f|t|ɪ|ç	264
-ts|uː|k|ʏ	265
-ɛ|t|b|eː	266
-uː|ɛ	267
-iː|d	268
-ɛ|r|ɛ	269
-ts|v|aɪ	270
-ʏ|ɐ̯	271
-ɛ|n|ɛ	272
-iː|oː|ʊ	273
-ts|eː|ɛ	274
-s|iː|aː	275
-dʒ|iː|ɛ	276
-tʃ|ɛ|d|j	277
-m|ɐ	278
-iː|ɛ|ɪ	279
-s|iː|iː	280
-iː|k|ɪ|uː	281
-aː|t|eː	282
-b|iː|ɛ	283
-ɛ|ɐ̯|ɛ	284
-oː|uː	285
-v|ɔ	286
-v|a	287
-ə|m	288
-ʊ|ʃ	289
-uː|ʃ	290
-ʒ|ə	291
-l|ɛ|l	292
-ə|ʊ|iː	293
-yː|b|ə|r	294
-s|ɪ|ç	295
-ɪ|ç|ə	296
-aʊ|p|eː	297
-oː|ʊ|d	298
-ɪ|ɐ̯|k|aː	299
-ɪ|ɛ|ɪ	300
-ɪ|eː|ɪ	301
-aɪ|ɛ|ɪ	302
-s|iː|j	303
-œ|ɪ	304
-p|l|ʊ|s	305
-dʒ|iː|aɪ	306
-tʃ|j	307
-d|ʊ	308
-dʒ|eː|iː	309
-dʒ|eː|ɪ	310
-ɔ|t|b|eː	311
-ɔ|t|f|aʊ	312
-p|s|iː|l	313
-ɔ|n|ts|ɛ	314
-ɪ|k|s|ɛ	315
-r|ə|n	316
-f|aː|l	317
-ɐ̯|h	318
-ʏ|p|s|iː	319
-l|ɔ|n	320
-l|ɔ|n|k	321
-ʊ|n|d|ɐ	322
-aː|ʊ|z|ə	323
-t|p	324
-aɪ|n	325
-h|ʊ|n|d	326
-ɐ|t	327
-aː|ɪ|n	328
-z|ɛ	329
-ç|ts|eː|n	330
-aɪ|n|h|ʊ	331
-n|d|ɐ|t	332
-z|ɛ|k|s	333
-ʊ|n|t|z	334
-ɛ|ç|ts|ɪ	335
-ç|t|aʊ|z	336
-ə|n|t|n	337
-ɔʏ|n|h|ʊ	338
-n|ɔʏ|n|ʊ	339
-n|t|n|ɔʏ	340
-n|ts|ɪ|ç	341
-f|t|ə|n	342
-d|r	343
-aɪ|ts|eː|n	344
-n|ɔʏ|n|ts	345
-eː|n|h|ʊ	346
-z|iː|b|ə	347
-n|ʊ|n|t	348
-a|x	349
-ts|ɪ|ç	350
-eː|n	351
-v|œ|l|f	352
-f|ɪ	353
-ɐ̯|ts|eː|n	354
-f|ʏ|n	355
-f|ts|eː|n	356
-z|iː|p	357
-ts|eː|n	358
-x|ts|eː|n	359
-aɪ|n|s	360
-ts|v|aː|n	361
-ts|v|a|n	362
-iː|ɐ̯|f|ʏ	363
-f|ʏ|n|f	364
-n|ɔ|ɪ|n	365
-ʊ|n|t|f	366
-ʏ|n|f|ts	367
-ɪ|ç|j	368
-n|t	369
-a|x|t|ʊ	370
-d|r|aɪ	371
-d|r|aɪ|ʊ	372
-n|t|d|r	373
-aɪ|s|ɪ|ç	374
-a|x|t	375
-z|ɛ|ç	376
-f|ɪ|ɐ̯	377
-ɐ|t|f	378
-ɪ|ç	379
-f|iː|ɐ̯|h	380
-t|aɪ|n|ʊ	381
-n|t|z|iː	382
-p|ts|ɪ|ç	383
-aː|l|f|aː	384
-a|l|f|aː	385
-b|ɛ|t|aː	386
-ɡ|a|m|aː	387
-m|iː|k|r	388
-oː|m	389
-eː|t|ɐ	390
-n|ɔʏ|n	391
-h|a	392
-tʃ|eː|ɛ	393
-n|ʊ|l	394
-h|oː	395
-t|oː|k|ɛ	396
diff --git a/g2p-models/en/align.fst b/g2p-models/en/align.fst
deleted file mode 100755
index 022a7ef..0000000
Binary files a/g2p-models/en/align.fst and /dev/null differ
diff --git a/g2p-models/en/g2p.fst b/g2p-models/en/g2p.fst
deleted file mode 100755
index 881f3d7..0000000
Binary files a/g2p-models/en/g2p.fst and /dev/null differ
diff --git a/g2p-models/en/in_syms.txt b/g2p-models/en/in_syms.txt
deleted file mode 100755
index 2afd58e..0000000
--- a/g2p-models/en/in_syms.txt
+++ /dev/null
@@ -1,274 +0,0 @@
-<eps>	0
-|	1
-_	2
-<unk>	3
-s	4
-t	5
-a	6
-n	7
-d	8
-a|r	9
-i	10
-z	11
-e	12
-t|i	13
-o	14
-n|g	15
--	16
-b	17
-r	18
-e|r	19
-'|s	20
-f	21
-o|r	22
-x	23
-'	24
-s|h	25
-f|f	26
-o|u	27
-y	28
-u	29
-p	30
-l	31
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-d|g	33
-l|l	34
-c|h	35
-e|d	36
-c	37
-k	38
-c|z	39
-g	40
-w	41
-a|w	42
-a|u	43
-v	44
-s|z	45
-c|k	46
-g|h	47
-o|w	48
-t|h	49
-a|y	50
-n|n	51
-m	52
-o|o	53
-h	54
-s|s	55
-t|t	56
-i|r	57
-e|a	58
-f|l	59
-c|i	60
-q|u	61
-u|r	62
-ū	63
-a|l	64
-g|g	65
-m|m	66
-a|i	67
-c|c	68
-b|b	69
-p|h	70
-p|p	71
-q	72
-s|c	73
-j	74
-e|w	75
-e|u	76
-e|y	77
-e|i	78
-s|k	79
-k|k	80
-o|y	81
-d|z	82
-.	83
-ø	84
-p|f	85
-u|l	86
-k|n	87
-ö	88
-z|z	89
-s|i	90
-a|n	91
-j|u	92
-a|j	93
-r|k	94
-o|j	95
-a|m	96
-y|r	97
-v|v	98
-é	99
-g|n	100
-a|o	101
-b|h	102
-g|u	103
-w|y	104
-q|q	105
-ô	106
-i|g	107
-u|n	108
-e|b	109
-o|n	110
-o|l	111
-æ	112
-ñ	113
-e|j	114
-l|k	115
-p|l	116
-ä	117
-z|i	118
-m|n	119
-l|d	120
-è	121
-ç	122
-y|n	123
-í	124
-l|y	125
-s|j	126
-û	127
-l|o	128
-ó	129
-r|e	130
-ú	131
-1	132
-2	133
-3	134
-4	135
-6	136
-o|k	137
-u|x	138
-l|t	139
-e|z	140
-e|n	141
-l|m	142
-n|d	143
-â	144
-ê	145
-k|o	146
-l|e	147
-c|q	148
-á	149
-d|d	150
-o|.	151
-ó|r	152
-5	153
-œ	154
-t|s	155
-z|s	156
-i|l	157
-i|j	158
-i|n	159
-u|y	160
-z|o	161
-n|e	162
-s|.	163
-r|z	164
-n|c	165
-s|è	166
-&	167
-t|u	168
-m|.	169
-m|u	170
-m|h	171
-8|0	172
-8	173
-.|s	174
-f|.	175
-ë	176
-à	177
-ã	178
-z|h	179
-n|k	180
-d|u	181
-ü	182
-f|e	183
-e|m	184
-ē	185
-d|y	186
-d|h	187
-ř|á	188
-a|c	189
-ā	190
-d|.	191
-7	192
-2|8	193
-j|a	194
-h|u	195
-r|.	196
-l|f	197
-w|i	198
-j|j	199
-s|_	200
-á|č	201
-h|ä	202
-₂	203
-s|u	204
-u|i	205
-p|.	206
-z|c	207
-č	208
-y|'	209
-y|a	210
-m|e	211
-0|-	212
-ș|o	213
-v|i	214
-â|c	215
-h|e	216
-î	217
-ń	218
-@	219
-g|.	220
-b|v	221
-t|.	222
-l|.	223
-y|j	224
-e|h	225
-ğ|a	226
-e|ö	227
-u|ž	228
-z|y	229
-a|k	230
-/	231
-0|0	232
-c|.	233
-n|-	234
-i|.	235
-w|_	236
-ï	237
-9	238
-v|.	239
--|à	240
-z|.	241
-c|r	242
-ī	243
-ö|r	244
-j|o	245
-y|.	246
-x|i	247
-x|u	248
-å	249
-ó|ð	250
-0	251
-1|9	252
--|8	253
-ǃ|k	254
-ǃ	255
-ó|õ	256
-ǀ|x	257
-ǁ|x	258
-1|0	259
-9|/	260
-!|k	261
-$|d	262
-+	263
-ř	264
-ș	265
-ğ	266
-ž	267
-ð	268
-õ	269
-ǀ	270
-ǁ	271
-!	272
-$	273
diff --git a/g2p-models/en/out_syms.txt b/g2p-models/en/out_syms.txt
deleted file mode 100755
index 8739646..0000000
--- a/g2p-models/en/out_syms.txt
+++ /dev/null
@@ -1,323 +0,0 @@
-<eps>	0
-|	1
-_	2
-<unk>	3
-s	4
-t	5
-æ	6
-n	7
-d	8
-ɚ	9
-aɪ	10
-z	11
-ɪ	12
-eɪ	13
-ʃ	14
-ə	15
-ŋ	16
-b	17
-ɛ	18
-ɹ	19
-f	20
-iː	21
-k|s	22
-ɔː	23
-aʊ	24
-ʌ	25
-p	26
-l	27
-ɔɪ	28
-dʒ	29
-tʃ	30
-ɑː	31
-k	32
-oʊ	33
-ɡ	34
-ə|l	35
-v	36
-ɑɹ	37
-j	38
-θ	39
-w	40
-m	41
-ʊ	42
-h	43
-ɔɹ	44
-ð	45
-ɜː	46
-ɛə	47
-ɒ	48
-z|ə	49
-uː	50
-j|uː	51
-ʊə	52
-m|ə	53
-t|s	54
-ɪə	55
-j|ə	56
-j|ʊ	57
-eɪ|n|t	58
-s|eɪ|n	59
-ɹ|iː|t	60
-iː|d|iː|ɛ	61
-b|ə	62
-d|z	63
-ʒ	64
-ʌ|z	65
-s|iː|ɛ	66
-ʊ|l	67
-ɡ|z	68
-j|ʊə	69
-j|ə|w	70
-k|ʃ	71
-n|j	72
-ɛ|k|s	73
-ɒ|ɪ	74
-ɛ|s|ɛ	75
-k|eɪ	76
-ɹ|ʌ	77
-iː|n|j|ɚ	78
-ɛ|f|ɛ	79
-æ|dʒ	80
-ɑɹ|dʒ|ə|n	81
-b|iː|ɛ	82
-s|æ	83
-n|d|w|ɪ	84
-d|iː|ɛ	85
-ɛ|t	86
-ə|k|ə|t	87
-j|uː|ɛ	88
-p|ə|ɹ	89
-eɪ|ʃ|ə|n	90
-ɔɹ|p|ə	91
-eɪ|tʃ	92
-p|ə|n|ɪ	93
-uː|z	94
-iː|v|iː	95
-w|ɔː|n	96
-t|uː	97
-θ|ɹ|iː	98
-f|ɔɹ	99
-s|ɪ|k|s	100
-iː|eɪ|ɛ	101
-d|k	102
-iː|eɪ|s|iː	103
-æ|j	104
-s|ə|n|t	105
-dʒ|eɪ	106
-iː|j|uː|ɛ	107
-s|iː|iː	108
-iː|t|iː	109
-k|s|ɪ	110
-w|aɪ|b|iː	111
-iː|d|iː	112
-ʊ|d	113
-iː|s|iː	114
-ʊ|d|ə	115
-iː|ɛ|n|ɛ	116
-d|ɑː|t	117
-ɪ|s|ɪ	118
-ɪ|p|iː	119
-iː|s|iː|ɛ	120
-k|ɔɹ	121
-iː|b|iː|ɛ	122
-iː|p|iː|ɛ	123
-iː|w|ʌ|n	124
-iː|t|uː	125
-iː|θ|ɹ|iː	126
-iː|f|ɔɹ	127
-iː|f|aɪ|v	128
-iː|ɛ|k|s	129
-ɚ|ɹ	130
-ɛə|ɹ|ɪə	131
-ə|v|ɑɹ	132
-iː|w|aɪ	133
-iː|b|ɪ	134
-ɪ|k|j|uː	135
-iː|dʒ|eɪ	136
-iː|ɛ|m	137
-d|ʌ|b|ə	138
-l|j|uː	139
-ɪ|z	140
-s|ə|tʃ|uː	141
-ə|t|s	142
-t|z	143
-ʌ|ɪə	144
-m|æ	145
-æ|k	146
-ɪ|s|t|ɚ	147
-ɜː|ɹ	148
-ɛ|m|ʌ	149
-ɛ|m|ɛ	150
-m|ɑː|n	151
-iː|n|j	152
-eɪ|t	153
-d|ɒ|m	154
-m|aʊ|n	155
-m|aɪ|l|z	156
-p|ɚ|ɡ	157
-æ|l|ə|n	158
-ə|ɹ|aʊ|ɚ	159
-w|ʌ|n	160
-f|aɪ|v	161
-ʌ|k|s	162
-s|t	163
-aɪ|p	164
-s|ɪ|l|v	165
-eɪ|n|j|ə	166
-iː|oʊ|ɛ	167
-j|ʊ|uː	168
-ɪə|ɹ	169
-ɑː|n	170
-aɪ|eɪ|tʃ	171
-iː|eɪ|tʃ|ɛ	172
-iː|eɪ|tʃ	173
-æ|ɪə	174
-w|ə|ə	175
-ɪ|b|ɪ	176
-ɪ|v|ɪ	177
-iː|dʒ|iː|ɛ	178
-ʃ|ə	179
-aɪ|j|ə	180
-aɪ|ɛ|f|ɛ	181
-aɪ|w|aɪ	182
-ə|z	183
-eɪ|k|eɪ	184
-ɑː|k|t|ɚ	185
-l|j|uː|aɪ	186
-iː|ɛ|s|ɛ	187
-iː|t|iː|ɛ	188
-iː|k|eɪ	189
-iː|k|j|uː	190
-ɛ|k|s|z	191
-b|æ|m|ə	192
-ʊ|ɹ	193
-dʒ|ɪ	194
-s|iː|ə	195
-k|ə|l	196
-ɡ|ə|s|t	197
-iː|p|iː	198
-ə|s|ɪ	199
-eɪ|f	200
-ɔː|t|ɪ|s	201
-ɛ|v|ə|n	202
-eɪ|j|ʊ	203
-t|ɹ|ɪ|p	204
-l|eɪ	205
-ə|m|ɜː|ɪ	206
-k|ə|ɑː|n	207
-l|aɪ|n	208
-t|uː|w|ʌ	209
-n|t|uː|eɪ	210
-ɛ|p|ɹ	211
-ɪ|z|ɛ|t	212
-ə|t|ɪ|v	213
-b|ʌ	214
-p|iː|ɛ	215
-ɑː|ɹ|ɛ	216
-h|l	217
-ɪ|ɪ|z|ɪ	218
-eɪ|tʃ|ɛ	219
-ɛ|j|tʃ	220
-n|z	221
-ʊ|n	222
-iː|ɛ|s	223
-iː|s|iː|eɪ	224
-iː|b|iː	225
-dʒ|ɔɹ|dʒ	226
-v|ɚ|n|ɚ	227
-dʒ|iː|iː	228
-dʒ|iː|ɛ	229
-dʒ|ɪ|j	230
-iː|oʊ	231
-ʊ|d|ɡ|ʊ	232
-iː|dʒ|iː	233
-iː|p|ɪ|ɛ	234
-ə|ʃ|ɪ|ə	235
-ɡ|ʒ	236
-l|ɪ|m|ɪ	237
-p|aʊ|n|d	238
-k|j|uː	239
-f|ɛ|b|j	240
-w|ɛ|ɹ|ɪ	241
-f|ʌ	242
-f|ʊ	243
-k|s|ɛ	244
-t|ə|ɹ|ə	245
-ɛ|t|s|ɛ	246
-ə|ɹ|ə	247
-ʌ|ʃ	248
-eɪ|eɪ|ɛ	249
-k|eɪ|ɛ	250
-eɪ|w|aɪ	251
-eɪ|dʒ|eɪ|eɪ	252
-eɪ|dʒ|iː	253
-eɪ|ɛ	254
-d|ʌ|b|ɛ	255
-l|j|uː|oʊ	256
-uː|f	257
-w|ɒ	258
-l|j|uː|s	259
-j|uː|ɛ|m	260
-j|uː|ɪə	261
-aɪ|d|ʌ|b	262
-l|iː	263
-l|aɪ|eɪ|tʃ	264
-d|j|ɛ	265
-n|t|ɚ|n	266
-æ|ʃ|ə|n	267
-ə|l|ə|z	268
-l|z	269
-n|aɪ|n	270
-t|uː|s	271
-z|ɛ|d	272
-ɪ|w|aɪ|ɛ	273
-aɪ|ɡ|ɑː|d	274
-ə|t|ð|ə	275
-ə|k|b|ɑɹ	276
-dʒ|ʌ	277
-aɪ|p|iː	278
-t|s|ɹ|iː	279
-ə|m|ə|n	280
-v|ɜː|s|ə	281
-s|ɪ|ɛ	282
-d|ʌ|b	283
-uː|ɛ|ɹ|ɪ	284
-dʒ|eɪ|ɛ	285
-k|j|uː|eɪ	286
-ɛ|θ	287
-ʒ|w|eɪ	288
-ɪ|ɡ|z	289
-ɛ|ɡ|z	290
-k|ɹ|ɪ|s	291
-ɛ|k|s|ɛ	292
-ð|ɚ	293
-aɪ|n|t|iː	294
-n|eɪ|t|ɪ	295
-f|ɔː|ɹ	296
-f|ɔː	297
-n|h|ʌ|n	298
-d|ɹ|ə|d	299
-n|n|aɪ|n	300
-t|iː|z	301
-ɛ|n|eɪ|t	302
-t|h|ʌ|n	303
-t|iː|n	304
-f|ɜː	305
-w|æ|n	306
-s|ɛ|v	307
-ɪ|n|t|ɪ	308
-f|ɔɹ|b|aɪ	309
-t|w|ɛ|n	310
-t|ɪ|t|ɛ	311
-t|ɪ|f|oʊ	312
-aɪ|n|w|ʌ	313
-n|w|ʌ|n	314
-aɪ|n|ə|l	315
-s|ɛ|v|ə	316
-n|s	317
-n|f|ɔː|s	318
-p|l|ʌ|s	319
-d|ɒ|t	320
-z|ɪ|ə|ɹ	321
-ɪ|tʃ|æ|t	322
diff --git a/g2p-models/es/align.fst b/g2p-models/es/align.fst
deleted file mode 100755
index 85a00ad..0000000
Binary files a/g2p-models/es/align.fst and /dev/null differ
diff --git a/g2p-models/es/g2p.fst b/g2p-models/es/g2p.fst
deleted file mode 100755
index 8f0be6e..0000000
Binary files a/g2p-models/es/g2p.fst and /dev/null differ
diff --git a/g2p-models/es/in_syms.txt b/g2p-models/es/in_syms.txt
deleted file mode 100755
index 72723be..0000000
--- a/g2p-models/es/in_syms.txt
+++ /dev/null
@@ -1,1031 +0,0 @@
-<eps>	0
-|	1
-_	2
-<unk>	3
-a	4
-c	5
-o	6
-r	7
-d	8
-n	9
-t	10
-e	11
-m	12
-g	13
-i	14
-z	15
-r|r	16
-s	17
-c|h	18
-b	19
-l	20
-ó	21
-u	22
-í	23
-é	24
-á	25
-r|a	26
-v	27
-p	28
-ñ	29
-j	30
-x	31
-ü	32
-l|l	33
-r|o	34
-f	35
-h|o	36
-a|c	37
-o|g	38
-i|e	39
-n|d	40
-o|s	41
-a|n	42
-d|o	43
-o|d	44
-á|n	45
-s|e	46
-g|u	47
-q|u	48
-y	49
-l|e	50
-i|t	51
-a|m	52
-a|e	53
-c|i	54
-e|n	55
-s|s	56
-r|e	57
-h|u	58
-e|r	59
-i|l	60
-h|í	61
-e|t	62
-a|s	63
-ú	64
-e|d	65
-e|z	66
-c|e	67
-ă	68
-e|s	69
-h|a	70
--|a	71
-w	72
-u|r	73
-t|i	74
--|e	75
-o|c	76
-k	77
-h|e	78
-t|z	79
-h|n	80
-u|s	81
-u|l	82
-u|ñ	83
-d|a	84
-u|d	85
-t|s	86
-i|p	87
-a|r	88
-h|i	89
-d|i	90
-o|u	91
-ê	92
-a|b	93
-r|i	94
-a|t	95
-o|r	96
-o|l	97
-h|á	98
-u|n	99
--|m	100
-u|m	101
-b|s	102
-ß|e	103
-i|n	104
-a|g	105
-à	106
-d|u	107
-h	108
-l|i	109
-n|g	110
-h|ó	111
-a|l	112
-i|ñ	113
-i|á	114
-t|h	115
-i|g	116
-c|a	117
-t|e	118
-e|g	119
-e|j	120
-i|s	121
-b|e	122
-g|h	123
-o|-	124
-s|h	125
-h|t	126
-l|f	127
-ò	128
-o|j	129
-o|m	130
-l|z	131
-z|á	132
-p|h	133
-ž	134
-i|c	135
-h|é	136
-i|-	137
-n|e	138
-e|-	139
-s|z	140
-e|l	141
-f|í	142
-a|-	143
-á|i	144
-õ	145
-g|e	146
-c|l	147
-o|t	148
-s|a	149
-q	150
-n|n	151
-n|-	152
-ñ|a	153
-n|t	154
-í|s	155
-g|g	156
-a|d	157
-o|b	158
-u|j	159
-t|t	160
-m|i	161
-n|i	162
-s|t	163
-v|a	164
-d|s	165
-d|d	166
-è	167
--|c	168
-a|ñ	169
-ç	170
-r|m	171
-m|á	172
-m|e	173
-r|c	174
-z|z	175
-a|i	176
-r|s	177
-r|f	178
-i|v	179
-b|l	180
-m|b	181
-u|z	182
-â	183
-a|p	184
-p|o	185
-o|y	186
-p|e	187
-a|f	188
-i|j	189
-ŝ	190
-g|i	191
-f|f	192
-o|o	193
-i|q	194
-u|e	195
-z|i	196
-o|n	197
-z|o	198
-s|c	199
-u|t	200
-s|o	201
-i|f	202
-s|k	203
-û	204
-v|i	205
-a|j	206
-t|a	207
-i|z	208
-a|u	209
-ë	210
-h|ú	211
-x|q	212
-l|s	213
-n|á	214
-u|p	215
-a|v	216
-j|a	217
-a|h	218
-a|z	219
-i|y	220
-i|d	221
-r|t	222
-a|y	223
-i|r	224
-r|á	225
-s|l	226
-q|a	227
-a|a	228
-r|g	229
-k|k	230
-č	231
-ŭ	232
-w|i	233
-ğ	234
-ṉ	235
-c|o	236
-b|a	237
-n|s	238
-n|c	239
-t|u	240
-n|f	241
-n|o	242
-c|t	243
-m|-	244
-t|l	245
-ã|o	246
-l|u	247
-l|è	248
-l|m	249
-l|a	250
-l|á	251
-g|a	252
-l|g	253
-l|h	254
-p|i	255
-p|a	256
-p|á	257
-s|i	258
-r|d	259
-c|k	260
-g|n	261
-b|r	262
-g|ü	263
-b|i	264
-ō	265
-r|n	266
-j|i	267
-l|c	268
-á|r	269
-s|á	270
-o|p	271
-p|t	272
-z|a	273
-i|m	274
-u|k	275
-o|z	276
-e|c	277
-e|w	278
--|g	279
-â|s	280
-c|u	281
-l|p	282
-u|h	283
-m|p	284
-b|o	285
-c|r	286
-i|o	287
-e|m	288
-e|e	289
-e|p	290
-o|v	291
-i|a	292
-d|e	293
-b|á	294
-e|a	295
-o|e	296
-t|r	297
-t|á	298
-u|a	299
-f|r	300
-î|t	301
-i|h	302
-u|ā	303
-ã	304
-ä	305
-ș	306
-z|w	307
-r|l	308
-r|p	309
-n|k	310
-g|o	311
-o|i	312
-f|i	313
-g|á	314
-é|s	315
-v|e	316
-'|l	317
-a|'	318
-ş	319
-é|n	320
-p|r	321
-e|ñ	322
-á|s	323
-r|-	324
--|p	325
-c|á	326
-n|z	327
-ł	328
-t|-	329
-s|-	330
-w|ó	331
-o|h	332
-š	333
-p|u	334
-p|l	335
-.	336
-l|y	337
-ň	338
-å	339
-p|s	340
-y|a	341
--	342
-ó|n	343
-n|h	344
-t|o	345
-e|x	346
-e|v	347
-r|w	348
-t|c	349
-u|-	350
-e|y	351
-k|e	352
-e|h	353
-j|á	354
-e|u	355
-z|e	356
-m|m	357
-n|ê	358
-u|i	359
-é|a	360
-d|á	361
-d|j	362
-ů	363
-m|a	364
-n|y	365
-ì	366
-l|-	367
-c|z	368
-ı	369
-n|ä	370
-þ	371
-m|o	372
-n|a	373
-ý	374
-u|w	375
-d|r	376
-x|i	377
-i|ó	378
-ś	379
-ć	380
-m|u	381
-f|a	382
-m|ú	383
-ß	384
-ě	385
-ď	386
-ª	387
-m|n	388
-ó|w	389
-s|g	390
-s|u	391
-u|b	392
-b|-	393
-c|c	394
-l|v	395
-l|t	396
-l|d	397
-r|b	398
-p|p	399
-l|b	400
-e|b	401
-k|h	402
-æ	403
-a|w	404
-h|w	405
-h|l	406
-h|r	407
-n|j	408
-ä|l	409
-d|c	410
-.|a	411
-ę	412
-è|s	413
-i|x	414
-r|j	415
-å|r	416
-ô|t	417
-y|-	418
-w|o	419
-w|e	420
-w|a	421
-ā	422
-l|â	423
-t|x	424
-b|u	425
-ỹ	426
-a|î	427
-í|e	428
-r|u	429
-m|h	430
-y|s	431
-x|e	432
-o|k	433
-l|ó	434
-z|c	435
-k|o	436
-f|l	437
-s|p	438
-h|æ	439
-j|z	440
--|b	441
-b|h	442
-g|r	443
-g|y	444
-l|í	445
-u|g	446
-i|ù	447
-g|l	448
-ä|u	449
-u|x	450
--|n	451
-j|k	452
-e|o	453
-ü|h	454
-f|o	455
-r|z	456
-r|k	457
-f|u	458
-h|b	459
-f|e	460
-j|o	461
-s|q	462
--|v	463
-l|o	464
-ț	465
-b|y	466
-o|f	467
-j|e	468
-v|o	469
-n|r	470
-h|ä	471
-h|y	472
-â|g	473
-œ	474
--|u	475
-ï	476
-o|ù	477
-'|h	478
-ł|ó	479
--|t	480
-r|h	481
--|w	482
-ï|f	483
-n|u	484
--|i	485
-w|j	486
-ñ|e	487
-ñ|u	488
-e|q	489
-p|é	490
-é|i	491
-ê|q	492
-ó|h	493
-î	494
--|o	495
-ä|r	496
-ò|c	497
-j|u	498
-'|à	499
-ń	500
--|́	501
--|í	502
--|á	503
--|é	504
--|ó	505
--|ü	506
--|f	507
--|d	508
--|s	509
--|l	510
--|r	511
--|y	512
--|z	513
-z|u	514
-̃	515
-̄	516
-k|a	517
-ḻ	518
-k|i	519
-é|t	520
-y|v	521
-k|n	522
-k|j	523
-シ	524
-ャ	525
-ㇰ	526
-ㇳ	527
-ㇴ	528
-ㇷ|゚	529
-ッ	530
-ン	531
-シ|ョ	532
-ィ	533
-ネ	534
-イ	535
-ェ	536
-パ	537
-ノ	538
-リ	539
-ト	540
-ニ	541
-レ	542
-ㇼ	543
-カ	544
-ㇽ	545
-タ	546
-ア	547
-ペ	548
-コ	549
-ソ	550
-チ|ャ	551
-ポ	552
-ナ	553
-ー|チ	554
-ㇱ	555
-ㇲ	556
-ㇻ	557
-キ	558
-エ	559
-ㇿ	560
-ピ	561
-ヤ	562
-エ|・	563
-ㇺ	564
-マ	565
-オ	566
-テ	567
-ケ	568
-ㇾ	569
-ワ	570
-サ	571
-チ|ェ	572
-ー|ネ	573
-メ	574
-ラ	575
-ロ	576
-ウ|ェ	577
-セ	578
-チ	579
-ホ	580
-ヌ	581
-ゴ	582
-ヘ	583
-ビ	584
-ハ	585
-バ	586
-ヱ	587
-ー|ガ	588
-ー	589
-・|ペ	590
-ゥ	591
-ミ	592
-モ	593
-ザ	594
-ド	595
-お	596
-ま	597
-ん	598
-こ	599
-弁	600
-当	601
-菓	602
-子	603
-あ	604
-げ	605
-ご	606
-y|e	607
-y|í	608
-ù	609
-м	610
-а	611
-р	612
-т	613
-с	614
-л	615
-о	616
-т|ь	617
-м|а	618
-х	619
-ј	620
-й	621
-к	622
-е	623
-д	624
-н	625
-и	626
-я	627
-ц	628
-я|ц	629
-в	630
-у|х	631
-м|ө	632
-д|а	633
-л|а	634
-ч|к	635
-б	636
-р|ь	637
-н|ь	638
-о|л	639
-л|о	640
-у|б	641
-п	642
-л|ь	643
-е|д	644
-і	645
-з|д	646
-у	647
-г	648
-ц|е	649
-ы|й	650
-з|и	651
-р|и	652
-ы	653
-в|о	654
-з	655
-в|з	656
-н|и	657
-і|в	658
-к|а	659
-ф	660
-о|ф	661
-б|к	662
-б|о	663
-о|д	664
-а|в	665
-и|я	666
-з|е	667
-з|н	668
-з|о	669
-у|у	670
-а|н	671
-л|я	672
-а|й	673
-э|г	674
-'	675
-w|h	676
-ö	677
-w|r	678
-а|с	679
-и|й	680
-л|ъ	681
-р|а	682
-ъ|р	683
-э|н	684
-и|ч	685
-н|а	686
-л|х	687
-д|ь	688
-и|в	689
-е|б	690
-е|в	691
-и|л	692
-ь|м	693
-и|н	694
-ч	695
-е|т	696
-ч|у	697
-т|а	698
-ё|р	699
-х|у	700
-а|л	701
-ш	702
-а|р	703
-ш|и	704
-э|э	705
-э|м	706
-э|т	707
-ю	708
-ј|у	709
-*|d	710
-ḱ	711
-m|̥	712
-h|₃	713
-ḗ	714
-u|̯	715
-*|e	716
-ḱ|ʰ	717
-ǵ|ʰ	718
-*|h	719
-₂|á	720
-ǵ	721
-₂|é	722
-̥|₃	723
-ḗ|ḱ	724
-*|m	725
-h|₂	726
-ē	727
-n|̥	728
-*|ǵ	729
-h|̥	730
-₁|t	731
-̥|₁	732
-t|ō	733
-ʰ	734
-m|ṓ	735
-*|-	736
-*|b	737
-ʰ|r	738
-*|s	739
-l|̥	740
-*|r	741
-é|h	742
-₁|ḱ	743
-*|u	744
-̯|ó	745
-r|̥	746
-א	747
-ב	748
-א|ו	749
-י	750
-ר|ו	751
-ן	752
-ר	753
-נ|י	754
-נ|כ	755
-א|ח	756
-ו	757
-ת	758
-ם	759
-י|ר	760
-ה	761
-נ	762
-י|א	763
-ח	764
-ש	765
-מ	766
-ל	767
-ס	768
-ע	769
-ו|פ	770
-ג	771
-ב|ע	772
-ט|י	773
-ד	774
-ק	775
-ד|ו	776
-ז	777
-ו|ב	778
-ט|ו	779
-פ	780
-י|ת	781
-κ	782
-α	783
-λ	784
-ι|ά	785
-α|ρ	786
-δ	787
-ρ|α	788
-σ	789
-ί	790
-ύ|π	791
-ρ|ο	792
-ς	793
-γ	794
-φ|ε	795
-ι	796
-ο	797
-ρ|ά	798
-τ	799
-η|ς	800
-ί|α	801
-γ|ρ	802
-ά|μ	803
-μ	804
-υ|ν	805
-ή	806
-ή|λ	807
-ή|ν	808
-ο|λ	809
-ύ|β	810
-ν|ε	811
-φ	812
-ρ|ό	813
-ν|τ	814
-ε|τ	815
-έ	816
-ι|β	817
-ν|ῆ	818
-γ|κ	819
-α|λ	820
-ζ	821
-ω	822
-ξ|ι	823
-π|ρ	824
-έ|π	825
-ε	826
-έ|ν	827
-η|μ	828
-ψ	829
-ή|φ	830
-μ|α	831
-β|δ	832
-μ|ά	833
-π|ι	834
-ν	835
-δ|υ	836
-ν|ο	837
-τ|α	838
-ε|υ	839
-σ|ί	840
-ե	841
-ր	842
-ե|ք	843
-շ	844
-ա	845
-բ|թ	846
-ի	847
-կ|ո	848
-ւ	849
-շ|ա	850
-ղ|բ	851
-յ|ր	852
-հ	853
-ա|յ	854
-հ|ի	855
-ն	856
-գ|շ	857
-խ|ա	858
-ղ	859
-ո|ւ	860
-թ	861
-յ|ո	862
-ւ|ն	863
-կ|ի	864
-ա|կ	865
-ձ	866
-ե|ռ	867
-գ|ի	868
-մ	869
-բ	870
-ա|թ	871
-չ|ո	872
-𐌹|̈	873
-𐌲	874
-𐌵	875
-𐌰	876
-𐍂|𐌰	877
-𐌹	878
-𐍃	879
-𐌶	880
-𐍅	881
-𐌾|𐌿	882
-𐍄	883
-𐌱|𐌰	884
-𐌽	885
-𐌳|𐍅	886
-𐍉	887
-𐌴|𐌹	888
-𐌷|𐌰	889
-𐌹|𐌸	890
-ĉ	891
-f|-	892
-ĝ	893
-刺	894
-し	895
-身	896
-多	897
-い	898
-御	899
-β	900
-ε|λ	901
-η	902
-τ|ό	903
-π	904
-λ|ά	905
-χ|α	906
-ό|κ	907
-α|δ	908
-χ	909
-ρ|ώ	910
-λ|ύ	911
-ἀ	912
-ό	913
-ἄ	914
-ἐ	915
-ρ	916
-υ|θ	917
-ნ|ი	918
-ნ	919
-შ|ო	920
-ბ	921
-ა	922
-ṯ	923
-ü|ṉ	924
-Ꮤ	925
-Ꮅ	926
-葉	927
-च	928
-छ|ा	929
-य	930
-ा	931
-त	932
-्|र	933
-ि	934
-स|े	935
-न	936
-น	937
-า	938
-ا	939
-ل	940
-ف	941
-د|ي	942
-ب	943
-ز	944
-ن	945
-ع	946
-ق|ر	947
-映	948
-画	949
-海	950
-苔	951
-消	952
-防	953
-署	954
-甘	955
-砂	956
-糖	957
-遅	958
-重	959
-ү	960
-'|t	961
-ө|ө	962
-م	963
-ك|ت	964
-و	965
-좋	966
-다	967
-화	968
-요	969
-일	970
-ô	971
-́	972
-ㇷ	973
-゚	974
-ョ	975
-・	976
-ウ	977
-ガ	978
-ь	979
-ө	980
-э	981
-ъ	982
-ё	983
-*	984
-̥	985
-₃	986
-̯	987
-₂	988
-₁	989
-ṓ	990
-כ	991
-ט	992
-ά	993
-ύ	994
-υ	995
-ῆ	996
-ξ	997
-ք	998
-կ	999
-ո	1000
-յ	1001
-գ	1002
-խ	1003
-ռ	1004
-չ	1005
-̈	1006
-𐍂	1007
-𐌾	1008
-𐌿	1009
-𐌱	1010
-𐌳	1011
-𐌴	1012
-𐌷	1013
-𐌸	1014
-ώ	1015
-θ	1016
-ი	1017
-შ	1018
-ო	1019
-छ	1020
-्	1021
-र	1022
-स	1023
-े	1024
-د	1025
-ي	1026
-ق	1027
-ر	1028
-ك	1029
-ت	1030
diff --git a/g2p-models/es/out_syms.txt b/g2p-models/es/out_syms.txt
deleted file mode 100755
index 200d45c..0000000
--- a/g2p-models/es/out_syms.txt
+++ /dev/null
@@ -1,369 +0,0 @@
-<eps>	0
-|	1
-_	2
-<unk>	3
-a	4
-k	5
-o	6
-ɾ	7
-ð	8
-n	9
-t	10
-e	11
-m	12
-ɣ	13
-j	14
-θ	15
-r	16
-d	17
-s	18
-tʃ	19
-β	20
-l	21
-u	22
-i	23
-p	24
-ɲ	25
-x	26
-k|s	27
-b	28
-ŋ	29
-w	30
-ʎ	31
-ɡ	32
-f	33
-ʝ	34
-j|o	35
-j|i	36
-v	37
-θ|e	38
-p|i	39
-ʎ|a	40
-a|s	41
-e|p	42
-i|ʝ	43
-a|ɾ	44
-e|i	45
-o|s	46
-ts	47
-k|u	48
-a|k	49
-u|ʝ	50
-z	51
-s|j	52
-ð|o	53
-t|tʃ	54
-k|w	55
-u|r	56
-t|e	57
-a|n	58
-n|ɣ	59
-ɡ|s	60
-a|ŋ	61
-e|n	62
-a|i	63
-ʃ	64
-s|e	65
-a|l	66
-k|a	67
-n|t	68
-i|ʎ	69
-a|o	70
-θ|j	71
-a|j	72
-x|e	73
-m|p	74
-ʃ|u	75
-u|s	76
-j|a	77
-θ|i	78
-ɾ|e	79
-ɲ|o	80
-s|i	81
-j|j	82
-t|a	83
-d|ʝ	84
-l|o	85
-u|i	86
-m|f	87
-m|ɣ	88
-o|ɾ	89
-k|m	90
-x|i	91
-β|i	92
-i|θ	93
-a|ð	94
-e|e	95
-n|e	96
-t|s	97
-u|ɾ	98
-p|l	99
-e|m	100
-k|o	101
-o|θ	102
-e|s	103
-j|u	104
-a|θ	105
-o|f	106
-v|a	107
-m|β	108
-e|ɾ	109
-n|θ	110
-n|s	111
-o|j	112
-ʎ|e	113
-ɾ|a	114
-ʝ|e	115
-e|x	116
-k|i	117
-ʝ|a	118
-s|o	119
-s|k	120
-β|e	121
-ɾ|t	122
-o|k	123
-o|β	124
-t|i	125
-i|d	126
-d|u	127
-n|o	128
-e|t	129
-e|o	130
-n|a	131
-r|k	132
-a|m	133
-p|e	134
-o|n	135
-a|r	136
-tʃ|a	137
-m|i	138
-s|a	139
-u|u	140
-u|n	141
-ɾ|s	142
-i|m	143
-β|o	144
-r|j	145
-e|f	146
-e|d	147
-e|l	148
-i|k	149
-o|p	150
-p|a	151
-l|e	152
-n|i	153
-s|t	154
-i|s	155
-m|o	156
-θ|o	157
-t|o	158
-m|a	159
-p|ɾ	160
-p|r	161
-o|i	162
-ɾ|o	163
-j|β	164
-i|ð	165
-i|j	166
-ʎ|ʝ	167
-o|o	168
-i|ts	169
-k|ɾ	170
-d|d	171
-p|ɣ	172
-p|o	173
-u|l	174
-ʝ|o	175
-ɾ|j	176
-t|ɾ	177
-e|θ	178
-e|r	179
-o|e	180
-r|o	181
-i|ʃ	182
-k|e	183
-ɡ|z	184
-x|z	185
-e|a	186
-tʃ|e	187
-d|e	188
-ɣ|o	189
-o|d	190
-r|u	191
-ɣ|a	192
-ð|u	193
-a|β	194
-o|t	195
-ŋ|k	196
-m|b	197
-ɣ|e	198
-s|w	199
-s|ɣ	200
-w|e	201
-i|ɲ	202
-j|z	203
-l|i	204
-n|k	205
-ɣ|u	206
-l|ɣ	207
-k|r	208
-m|e	209
-tʃ|o	210
-n|j	211
-ɾ|i	212
-ts|a	213
-l|a	214
-o|m	215
-θ|k	216
-ɲ|e	217
-i|a	218
-b|j	219
-e|ð	220
-t|ɣ	221
-r|e	222
-β|ɾ	223
-x|o	224
-b|s	225
-β|s	226
-a|p	227
-n|d	228
-e|ɲ	229
-o|r	230
-r|a	231
-j|e	232
-u|m	233
-s|u	234
-w|a	235
-n|w	236
-ŋ|ɡ	237
-f|o	238
-i|ɾ	239
-a|t	240
-t|u	241
-e|j	242
-r|r	243
-n|u	244
-ɾ|r	245
-ɾ|ɣ	246
-b|a	247
-l|k	248
-o|ŋ	249
-a|b	250
-j|ɾ	251
-b|o	252
-b|i	253
-w|i	254
-z|m	255
-o|b	256
-i|l	257
-i|ŋ	258
-ɡ|w	259
-b|e	260
-o|ð	261
-a|x	262
-i|n	263
-i|o	264
-ŋ|i	265
-f|a	266
-ɡ|o	267
-r|m	268
-ŋ|f	269
-f|u	270
-j|w	271
-w|ɾ	272
-ŋ|x	273
-n|ʝ	274
-o|l	275
-o|ʎ	276
-e|b	277
-o|u	278
-e|z	279
-ɾ|β	280
-n|β	281
-o|x	282
-β|a	283
-ɣ|w	284
-o|ʝ	285
-u|o	286
-s|θ	287
-u|ʎ	288
-e|u	289
-v|i	290
-u|v	291
-u|t	292
-e|ɣ	293
-ɾ|w	294
-w|u	295
-i|f	296
-o|a	297
-ɣ|i	298
-r|w	299
-u|e	300
-u|β	301
-e|k	302
-a|f	303
-ʃ|i	304
-a|ts	305
-tʃ|i	306
-ɡ|a	307
-a|w	308
-z|a	309
-ɡ|e	310
-ŋ|o	311
-m|u	312
-a|e	313
-d|i	314
-u|ts	315
-o|z	316
-z|l	317
-u|x	318
-a|z	319
-f|r	320
-l|u	321
-d|z	322
-ʃ|p	323
-ɡ|u	324
-e|β	325
-k|θ	326
-n|ts	327
-s|l	328
-r|ts	329
-f|e	330
-f|i	331
-u|d	332
-ʃ|a	333
-m|tʃ	334
-u|j	335
-o|ʃ	336
-e|w	337
-ʃ|e	338
-u|k	339
-z|e	340
-u|a	341
-ð|ʝ	342
-ɣ|ɾ	343
-ɡ|j	344
-z|o	345
-p|j	346
-ð|e	347
-d|ɾ	348
-ð|i	349
-p|s	350
-e|v	351
-i|t	352
-k|ʃ	353
-u|ʃ	354
-n|ɡ	355
-a|ɣ	356
-t|j	357
-w|o	358
-v|ɾ	359
-k|l	360
-ð|a	361
-x|ɾ	362
-j|t	363
-tʃ|u	364
-i|b	365
-e|ɡ	366
-ʃ|o	367
-z|i	368
diff --git a/g2p-models/fr/align.fst b/g2p-models/fr/align.fst
deleted file mode 100755
index bf10d0b..0000000
Binary files a/g2p-models/fr/align.fst and /dev/null differ
diff --git a/g2p-models/fr/g2p.fst b/g2p-models/fr/g2p.fst
deleted file mode 100755
index f180ad0..0000000
Binary files a/g2p-models/fr/g2p.fst and /dev/null differ
diff --git a/g2p-models/fr/in_syms.txt b/g2p-models/fr/in_syms.txt
deleted file mode 100755
index 7a2c175..0000000
--- a/g2p-models/fr/in_syms.txt
+++ /dev/null
@@ -1,291 +0,0 @@
-<eps>	0
-|	1
-_	2
-<unk>	3
-b	4
-a	5
-l	6
-n	7
-o	8
-r|r	9
-h	10
-é	11
-e	12
-s	13
-n|n	14
-a|i	15
-c	16
-r	17
-a|m	18
-p	19
-i	20
-e|z	21
-t	22
-e|r	23
-q|u	24
-a|u	25
-g	26
-u	27
-e|m	28
-l|l	29
-o|n	30
-d	31
-è	32
-e|n	33
-v	34
-n|t	35
-x	36
-â	37
-m	38
-o|u	39
-a|n	40
-p|h	41
-y	42
-n|s	43
-m|m	44
-c|k	45
-c|h	46
-f	47
-i|n	48
-o|m	49
-f|f	50
-î	51
--	52
-s|h	53
-p|p	54
-a|î	55
-q	56
-j	57
-ê	58
-w	59
-g|u	60
-y|m	61
-k	62
-u|x	63
-i|m	64
-ï	65
-e|u	66
-z	67
-ç	68
-’	69
-'	70
-ô	71
-œ	72
-û	73
-æ	74
-r|é	75
-d|é	76
-e|s	77
-ë	78
-œ|u	79
-m|n	80
-u|m	81
-a|y	82
-y|n	83
-k|h	84
-u|n	85
-i|g	86
-/	87
-z|z	88
-o|û	89
-e|y	90
-h|y	91
-ï|n	92
-ü	93
-à	94
-.	95
-2	96
-l|i	97
-7	98
-ö	99
-ʿ|a	100
-e|û	101
-x|v	102
-–|î	103
-′	104
-(	105
-1|)	106
-á	107
-â|m	108
-ā|ʾ	109
-1	110
-k|n	111
-k|-	112
-ɔ	113
-k|k	114
-t|t	115
-(|r	116
-)|-	117
-a|l	118
-ä	119
-e|ï	120
-5	121
-/|1	122
-m|à	123
-c|z	124
-0|0	125
-é|c	126
-i|l	127
-å|n	128
-a|w	129
-/|g	130
-9	131
-α	132
-4	133
-u|f	134
-ñ	135
-í	136
-6	137
-a|c	138
-o|.	139
-ê|.	140
-p|é	141
-à|.	142
-8	143
-ÿ	144
-&	145
-ī	146
-1|0	147
-0	148
-σ	149
-e|w	150
-m|.	151
-m|i	152
-ô|n	153
-w|j	154
-m|é	155
-ŋ	156
-y|p	157
-c|i	158
-f|r	159
-ã	160
-u|r	161
-ō	162
-ā	163
-ṭ	164
-f|.	165
-β	166
-c|y	167
-μ	168
-d|.	169
-+	170
-f|é	171
-u|ë	172
-5|/	173
-3	174
-ɣ	175
-v|e	176
-°	177
-õ	178
-c|é	179
-s|.	180
-a|.	181
-m|è	182
-n|ū	183
-o|ù	184
-,|4	185
-,|6	186
-è|r	187
-j|o	188
-m|e	189
-o|c	190
-₂	191
-ø	192
-n|o	193
-a|ñ	194
-1|1	195
-â|n	196
-.|e	197
-a|k	198
-i|ɂ	199
-º	200
-o|k	201
-é|t	202
-œ|i	203
-k|o	204
-n|y	205
-d|è	206
-e|f	207
-2|0	208
-1|6	209
--|œ	210
-€	211
-n|.	212
-ó	213
-ā|ī	214
-o|w	215
-v|é	216
-k|’	217
-z|h	218
-é|r	219
-o|î	220
-m|a	221
-a|ï	222
-ʾ|a	223
-2|)	224
-ɛ	225
-h|é	226
-u|p	227
-k|s	228
-j|e	229
-m|u	230
-i|f	231
-s|k	232
-*	233
-č	234
-i|v	235
-v|o	236
-l|é	237
-̓|ə	238
-ʔ|ə	239
-ɩ	240
-.|p	241
-h|ó	242
-g|é	243
-v|a	244
-∴	245
-z|y	246
-u|é	247
-i|o	248
-p|a	249
-n|é	250
-é|v	251
-ο	252
-š	253
-ë|l	254
-ý	255
-ẓ	256
--|s	257
-m|s	258
-î|.	259
-é|.	260
-a|v	261
-t|-	262
-t|e	263
-a|,	264
-ʻ|o	265
-î|ʻ	266
--|i	267
-/|c	268
-â|u	269
-b|é	270
-s|e	271
-r|.	272
-y|v	273
-γ	274
-é|l	275
-f|a	276
-l|k	277
-ʿ	278
-–	279
-)	280
-ʾ	281
-å	282
-ū	283
-ù	284
-,	285
-ɂ	286
-̓	287
-ə	288
-ʔ	289
-ʻ	290
diff --git a/g2p-models/fr/map.fst b/g2p-models/fr/map.fst
deleted file mode 100755
index 3229454..0000000
Binary files a/g2p-models/fr/map.fst and /dev/null differ
diff --git a/g2p-models/fr/map_out_syms.txt b/g2p-models/fr/map_out_syms.txt
deleted file mode 100755
index 23e9951..0000000
--- a/g2p-models/fr/map_out_syms.txt
+++ /dev/null
@@ -1,754 +0,0 @@
-<eps>	0
-|	1
-_	2
-<unk>	3
-s	4
-t	5
-æ	6
-n	7
-d	8
-ɚ	9
-aɪ	10
-z	11
-ɪ	12
-eɪ	13
-ʃ	14
-ə	15
-ŋ	16
-b	17
-ɛ	18
-ɹ	19
-f	20
-iː	21
-k|s	22
-ɔː	23
-aʊ	24
-ʌ	25
-p	26
-l	27
-ɔɪ	28
-dʒ	29
-tʃ	30
-ɑː	31
-k	32
-oʊ	33
-ɡ	34
-ə|l	35
-v	36
-ɑɹ	37
-j	38
-θ	39
-w	40
-m	41
-ʊ	42
-h	43
-ɔɹ	44
-ð	45
-ɜː	46
-ɛə	47
-ɒ	48
-z|ə	49
-uː	50
-j|uː	51
-ʊə	52
-m|ə	53
-t|s	54
-ɪə	55
-j|ə	56
-j|ʊ	57
-eɪ|n|t	58
-s|eɪ|n	59
-ɹ|iː|t	60
-iː|d|iː|ɛ	61
-b|ə	62
-d|z	63
-ʒ	64
-ʌ|z	65
-s|iː|ɛ	66
-ʊ|l	67
-ɡ|z	68
-j|ʊə	69
-j|ə|w	70
-k|ʃ	71
-n|j	72
-ɛ|k|s	73
-ɒ|ɪ	74
-ɛ|s|ɛ	75
-k|eɪ	76
-ɹ|ʌ	77
-iː|n|j|ɚ	78
-ɛ|f|ɛ	79
-æ|dʒ	80
-ɑɹ|dʒ|ə|n	81
-b|iː|ɛ	82
-s|æ	83
-n|d|w|ɪ	84
-d|iː|ɛ	85
-ɛ|t	86
-ə|k|ə|t	87
-j|uː|ɛ	88
-p|ə|ɹ	89
-eɪ|ʃ|ə|n	90
-ɔɹ|p|ə	91
-eɪ|tʃ	92
-p|ə|n|ɪ	93
-uː|z	94
-iː|v|iː	95
-w|ɔː|n	96
-t|uː	97
-θ|ɹ|iː	98
-f|ɔɹ	99
-s|ɪ|k|s	100
-iː|eɪ|ɛ	101
-d|k	102
-iː|eɪ|s|iː	103
-æ|j	104
-s|ə|n|t	105
-dʒ|eɪ	106
-iː|j|uː|ɛ	107
-s|iː|iː	108
-iː|t|iː	109
-k|s|ɪ	110
-w|aɪ|b|iː	111
-iː|d|iː	112
-ʊ|d	113
-iː|s|iː	114
-ʊ|d|ə	115
-iː|ɛ|n|ɛ	116
-d|ɑː|t	117
-ɪ|s|ɪ	118
-ɪ|p|iː	119
-iː|s|iː|ɛ	120
-k|ɔɹ	121
-iː|b|iː|ɛ	122
-iː|p|iː|ɛ	123
-iː|w|ʌ|n	124
-iː|t|uː	125
-iː|θ|ɹ|iː	126
-iː|f|ɔɹ	127
-iː|f|aɪ|v	128
-iː|ɛ|k|s	129
-ɚ|ɹ	130
-ɛə|ɹ|ɪə	131
-ə|v|ɑɹ	132
-iː|w|aɪ	133
-iː|b|ɪ	134
-ɪ|k|j|uː	135
-iː|dʒ|eɪ	136
-iː|ɛ|m	137
-d|ʌ|b|ə	138
-l|j|uː	139
-ɪ|z	140
-s|ə|tʃ|uː	141
-ə|t|s	142
-t|z	143
-ʌ|ɪə	144
-m|æ	145
-æ|k	146
-ɪ|s|t|ɚ	147
-ɜː|ɹ	148
-ɛ|m|ʌ	149
-ɛ|m|ɛ	150
-m|ɑː|n	151
-iː|n|j	152
-eɪ|t	153
-d|ɒ|m	154
-m|aʊ|n	155
-m|aɪ|l|z	156
-p|ɚ|ɡ	157
-æ|l|ə|n	158
-ə|ɹ|aʊ|ɚ	159
-w|ʌ|n	160
-f|aɪ|v	161
-ʌ|k|s	162
-s|t	163
-aɪ|p	164
-s|ɪ|l|v	165
-eɪ|n|j|ə	166
-iː|oʊ|ɛ	167
-j|ʊ|uː	168
-ɪə|ɹ	169
-ɑː|n	170
-aɪ|eɪ|tʃ	171
-iː|eɪ|tʃ|ɛ	172
-iː|eɪ|tʃ	173
-æ|ɪə	174
-w|ə|ə	175
-ɪ|b|ɪ	176
-ɪ|v|ɪ	177
-iː|dʒ|iː|ɛ	178
-ʃ|ə	179
-aɪ|j|ə	180
-aɪ|ɛ|f|ɛ	181
-aɪ|w|aɪ	182
-ə|z	183
-eɪ|k|eɪ	184
-ɑː|k|t|ɚ	185
-l|j|uː|aɪ	186
-iː|ɛ|s|ɛ	187
-iː|t|iː|ɛ	188
-iː|k|eɪ	189
-iː|k|j|uː	190
-ɛ|k|s|z	191
-b|æ|m|ə	192
-ʊ|ɹ	193
-dʒ|ɪ	194
-s|iː|ə	195
-k|ə|l	196
-ɡ|ə|s|t	197
-iː|p|iː	198
-ə|s|ɪ	199
-eɪ|f	200
-ɔː|t|ɪ|s	201
-ɛ|v|ə|n	202
-eɪ|j|ʊ	203
-t|ɹ|ɪ|p	204
-l|eɪ	205
-ə|m|ɜː|ɪ	206
-k|ə|ɑː|n	207
-l|aɪ|n	208
-t|uː|w|ʌ	209
-n|t|uː|eɪ	210
-ɛ|p|ɹ	211
-ɪ|z|ɛ|t	212
-ə|t|ɪ|v	213
-b|ʌ	214
-p|iː|ɛ	215
-ɑː|ɹ|ɛ	216
-h|l	217
-ɪ|ɪ|z|ɪ	218
-eɪ|tʃ|ɛ	219
-ɛ|j|tʃ	220
-n|z	221
-ʊ|n	222
-iː|ɛ|s	223
-iː|s|iː|eɪ	224
-iː|b|iː	225
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-v|ɚ|n|ɚ	227
-dʒ|iː|iː	228
-dʒ|iː|ɛ	229
-dʒ|ɪ|j	230
-iː|oʊ	231
-ʊ|d|ɡ|ʊ	232
-iː|dʒ|iː	233
-iː|p|ɪ|ɛ	234
-ə|ʃ|ɪ|ə	235
-ɡ|ʒ	236
-l|ɪ|m|ɪ	237
-p|aʊ|n|d	238
-k|j|uː	239
-f|ɛ|b|j	240
-w|ɛ|ɹ|ɪ	241
-f|ʌ	242
-f|ʊ	243
-k|s|ɛ	244
-t|ə|ɹ|ə	245
-ɛ|t|s|ɛ	246
-ə|ɹ|ə	247
-ʌ|ʃ	248
-eɪ|eɪ|ɛ	249
-k|eɪ|ɛ	250
-eɪ|w|aɪ	251
-eɪ|dʒ|eɪ|eɪ	252
-eɪ|dʒ|iː	253
-eɪ|ɛ	254
-d|ʌ|b|ɛ	255
-l|j|uː|oʊ	256
-uː|f	257
-w|ɒ	258
-l|j|uː|s	259
-j|uː|ɛ|m	260
-j|uː|ɪə	261
-aɪ|d|ʌ|b	262
-l|iː	263
-l|aɪ|eɪ|tʃ	264
-d|j|ɛ	265
-n|t|ɚ|n	266
-æ|ʃ|ə|n	267
-ə|l|ə|z	268
-l|z	269
-n|aɪ|n	270
-t|uː|s	271
-z|ɛ|d	272
-ɪ|w|aɪ|ɛ	273
-aɪ|ɡ|ɑː|d	274
-ə|t|ð|ə	275
-ə|k|b|ɑɹ	276
-dʒ|ʌ	277
-aɪ|p|iː	278
-t|s|ɹ|iː	279
-ə|m|ə|n	280
-v|ɜː|s|ə	281
-s|ɪ|ɛ	282
-d|ʌ|b	283
-uː|ɛ|ɹ|ɪ	284
-dʒ|eɪ|ɛ	285
-k|j|uː|eɪ	286
-ɛ|θ	287
-ʒ|w|eɪ	288
-ɪ|ɡ|z	289
-ɛ|ɡ|z	290
-k|ɹ|ɪ|s	291
-ɛ|k|s|ɛ	292
-ð|ɚ	293
-aɪ|n|t|iː	294
-n|eɪ|t|ɪ	295
-f|ɔː|ɹ	296
-f|ɔː	297
-n|h|ʌ|n	298
-d|ɹ|ə|d	299
-n|n|aɪ|n	300
-t|iː|z	301
-ɛ|n|eɪ|t	302
-t|h|ʌ|n	303
-t|iː|n	304
-f|ɜː	305
-w|æ|n	306
-s|ɛ|v	307
-ɪ|n|t|ɪ	308
-f|ɔɹ|b|aɪ	309
-t|w|ɛ|n	310
-t|ɪ|t|ɛ	311
-t|ɪ|f|oʊ	312
-aɪ|n|w|ʌ	313
-n|w|ʌ|n	314
-aɪ|n|ə|l	315
-s|ɛ|v|ə	316
-n|s	317
-n|f|ɔː|s	318
-p|l|ʌ|s	319
-d|ɒ|t	320
-z|ɪ|ə|ɹ	321
-ɪ|tʃ|æ|t	322
-a	323
-œ|ʁ	324
-ɛ|ʁ	325
-a|j	326
-i	327
-e	328
-ɛ|j	329
-ø	330
-ʁ	331
-ɔ	332
-a|w	333
-ɔ|j	334
-d|ʒ	335
-t|ʃ	336
-o	337
-ø|l	338
-a|ʁ	339
-u	340
-ɔ|ʁ	341
-o|ʁ	342
-œ	343
-z|ø	344
-j|u	345
-u|ʁ	346
-m|ø	347
-i|ʁ	348
-j|ø	349
-e|n|t	350
-ɛ|j|n|t	351
-s|e|n	352
-s|ɛ|j|n	353
-ʁ|i|t	354
-l|i|t	355
-i|d|i|ɛ	356
-b|ø	357
-s|i|ɛ	358
-u|l	359
-j|u|ʁ	360
-j|ø|w	361
-a|i	362
-ɔ|i	363
-k|e	364
-k|ɛ|j	365
-ʁ|ə	366
-l|ə	367
-i|n|j|œ|ʁ	368
-i|n|j|ɛ|ʁ	369
-a|d|ʒ	370
-ɛ|d|ʒ	371
-a|ʁ|d|ʒ|ø|n	372
-a|ʁ|d|ʒ|ə|n	373
-b|i|ɛ	374
-s|a	375
-s|ɛ	376
-n|d|w|i	377
-d|i|ɛ	378
-ø|k|ø|t	379
-ø|k|ə|t	380
-ə|k|ø|t	381
-j|u|ɛ	382
-p|ø|ʁ	383
-p|ø|l	384
-p|ə|ʁ	385
-p|ə|l	386
-e|ʃ|ø|n	387
-e|ʃ|ə|n	388
-ɛ|j|ʃ|ø|n	389
-ɛ|j|ʃ|ə|n	390
-ɔ|ʁ|p|ø	391
-ɔ|ʁ|p|ə	392
-o|ʁ|p|ø	393
-o|ʁ|p|ə	394
-e|t|ʃ	395
-ɛ|j|t|ʃ	396
-p|ø|n|i	397
-p|ə|n|i	398
-u|z	399
-i|v|i	400
-w|ɔ|n	401
-t|u	402
-s|ʁ|i	403
-s|l|i	404
-f|ʁ|i	405
-f|l|i	406
-f|ɔ|ʁ	407
-f|o|ʁ	408
-s|i|k|s	409
-i|e|ɛ	410
-i|ɛ|j|ɛ	411
-i|e|s|i	412
-i|ɛ|j|s|i	413
-s|ø|n|t	414
-d|ʒ|e	415
-d|ʒ|ɛ|j	416
-i|j|u|ɛ	417
-s|i|i	418
-i|t|i	419
-k|s|i	420
-w|a|j|b|i	421
-i|d|i	422
-u|d	423
-i|s|i	424
-u|d|ø	425
-u|d|ə	426
-i|ɛ|n|ɛ	427
-d|a|t	428
-d|ɔ|t	429
-i|p|i	430
-i|s|i|ɛ	431
-k|ɔ|ʁ	432
-k|o|ʁ	433
-i|b|i|ɛ	434
-i|p|i|ɛ	435
-i|w|ə|n	436
-i|t|u	437
-i|s|ʁ|i	438
-i|s|l|i	439
-i|f|ʁ|i	440
-i|f|l|i	441
-i|f|ɔ|ʁ	442
-i|f|o|ʁ	443
-i|f|a|j|v	444
-i|ɛ|k|s	445
-œ|ʁ|l	446
-ɛ|ʁ|l	447
-ɛ|ʁ|i|ʁ	448
-ɛ|ʁ|l|i|ʁ	449
-ø|v|a|ʁ	450
-ə|v|a|ʁ	451
-i|w|a|j	452
-i|b|i	453
-i|k|j|u	454
-i|d|ʒ|e	455
-i|d|ʒ|ɛ|j	456
-i|ɛ|m	457
-d|ə|b|ø	458
-d|ə|b|ə	459
-l|j|u	460
-i|z	461
-s|ø|t|ʃ|u	462
-s|ə|t|ʃ|u	463
-ø|t|s	464
-ə|i|ʁ	465
-m|a	466
-m|ɛ	467
-a|k	468
-ɛ|k	469
-i|s|t|œ|ʁ	470
-i|s|t|ɛ|ʁ	471
-œ|l	472
-ɛ|m|ə	473
-m|a|n	474
-m|ɔ|n	475
-i|n|j	476
-e|t	477
-ɛ|j|t	478
-d|a|m	479
-d|ɔ|m	480
-m|a|w|n	481
-m|a|j|l|z	482
-p|œ|ʁ|ɡ	483
-p|ɛ|ʁ|ɡ	484
-a|l|ø|n	485
-a|l|ə|n	486
-ɛ|l|ø|n	487
-ɛ|l|ə|n	488
-ø|ʁ|a|w|œ|ʁ	489
-ø|ʁ|a|w|ɛ|ʁ	490
-ø|l|a|w|œ|ʁ	491
-ø|l|a|w|ɛ|ʁ	492
-ə|ʁ|a|w|œ|ʁ	493
-ə|ʁ|a|w|ɛ|ʁ	494
-ə|l|a|w|œ|ʁ	495
-ə|l|a|w|ɛ|ʁ	496
-w|ə|n	497
-f|a|j|v	498
-ə|k|s	499
-a|j|p	500
-s|i|l|v	501
-e|n|j|ø	502
-e|n|j|ə	503
-ɛ|j|n|j|ø	504
-ɛ|j|n|j|ə	505
-i|o|ɛ	506
-j|u|u	507
-i|ʁ|l	508
-a|n	509
-ɔ|n	510
-a|j|e|t|ʃ	511
-a|j|ɛ|j|t|ʃ	512
-i|e|t|ʃ|ɛ	513
-i|ɛ|j|t|ʃ|ɛ	514
-i|e|t|ʃ	515
-i|ɛ|j|t|ʃ	516
-a|i|ʁ	517
-ɛ|i|ʁ	518
-w|ø|ø	519
-w|ø|ə	520
-w|ə|ø	521
-i|d|ʒ|i|ɛ	522
-ʃ|ø	523
-a|j|j|ø	524
-a|j|j|ə	525
-a|j|ɛ|f|ɛ	526
-a|j|w|a|j	527
-ø|z	528
-e|k|e	529
-e|k|ɛ|j	530
-ɛ|j|k|e	531
-ɛ|j|k|ɛ|j	532
-a|k|t|œ|ʁ	533
-a|k|t|ɛ|ʁ	534
-ɔ|k|t|œ|ʁ	535
-ɔ|k|t|ɛ|ʁ	536
-l|j|u|a|j	537
-i|ɛ|s|ɛ	538
-i|t|i|ɛ	539
-i|k|e	540
-i|k|ɛ|j	541
-b|a|m|ø	542
-b|a|m|ə	543
-b|ɛ|m|ø	544
-b|ɛ|m|ə	545
-d|ʒ|i	546
-s|i|ø	547
-s|i|ə	548
-k|ø|l	549
-ɡ|ø|s|t	550
-ø|s|i	551
-ə|s|i	552
-e|f	553
-ɛ|j|f	554
-ɔ|t|i|s	555
-ɛ|v|ø|n	556
-e|j|u	557
-ɛ|j|j|u	558
-t|ʁ|i|p	559
-t|l|i|p	560
-l|e	561
-l|ɛ|j	562
-ø|m|œ|i	563
-ə|m|œ|i	564
-k|ø|a|n	565
-k|ø|ɔ|n	566
-k|ə|a|n	567
-k|ə|ɔ|n	568
-l|a|j|n	569
-t|u|w|ə	570
-n|t|u|e	571
-n|t|u|ɛ|j	572
-ɛ|p|ʁ	573
-ɛ|p|l	574
-i|z|ɛ|t	575
-ø|t|i|v	576
-ə|t|i|v	577
-p|i|ɛ	578
-a|ʁ|ɛ	579
-a|l|ɛ	580
-ɔ|ʁ|ɛ	581
-ɔ|l|ɛ	582
-_|l	583
-ʁ|l	584
-i|i|z|i	585
-e|t|ʃ|ɛ	586
-ɛ|j|t|ʃ|ɛ	587
-u|n	588
-i|ɛ|s	589
-i|s|i|e	590
-i|s|i|ɛ|j	591
-d|ʒ|ɔ|ʁ|d|ʒ	592
-d|ʒ|o|ʁ|d|ʒ	593
-v|œ|ʁ|n|œ|ʁ	594
-v|œ|ʁ|n|ɛ|ʁ	595
-v|ɛ|ʁ|n|œ|ʁ	596
-v|ɛ|ʁ|n|ɛ|ʁ	597
-d|ʒ|i|i	598
-d|ʒ|i|ɛ	599
-d|ʒ|i|j	600
-i|o	601
-u|d|ɡ|u	602
-i|d|ʒ|i	603
-ø|ʃ|i|ø	604
-ø|ʃ|i|ə	605
-ə|ʃ|i|ø	606
-ə|ʃ|i|ə	607
-l|i|m|i	608
-p|a|w|n|d	609
-k|j|u	610
-w|ɛ|ʁ|i	611
-w|ɛ|l|i	612
-f|ə	613
-f|u	614
-t|ø|ʁ|ø	615
-t|ø|ʁ|ə	616
-t|ø|l|ø	617
-t|ø|l|ə	618
-t|ə|ʁ|ø	619
-t|ə|ʁ|ə	620
-t|ə|l|ø	621
-t|ə|l|ə	622
-ø|ʁ|ø	623
-ø|ʁ|ə	624
-ø|l|ø	625
-ø|l|ə	626
-ə|ʁ|ø	627
-ə|ʁ|ə	628
-ə|l|ø	629
-ə|l|ə	630
-ə|ʃ	631
-e|e|ɛ	632
-e|ɛ|j|ɛ	633
-ɛ|j|e|ɛ	634
-ɛ|j|ɛ|j|ɛ	635
-k|e|ɛ	636
-k|ɛ|j|ɛ	637
-e|w|a|j	638
-ɛ|j|w|a|j	639
-e|d|ʒ|e|e	640
-e|d|ʒ|e|ɛ|j	641
-e|d|ʒ|ɛ|j|e	642
-e|d|ʒ|ɛ|j|ɛ|j	643
-ɛ|j|d|ʒ|e|e	644
-ɛ|j|d|ʒ|e|ɛ|j	645
-ɛ|j|d|ʒ|ɛ|j|e	646
-ɛ|j|d|ʒ|ɛ|j|ɛ|j	647
-e|d|ʒ|i	648
-ɛ|j|d|ʒ|i	649
-e|ɛ	650
-ɛ|j|ɛ	651
-d|ə|b|ɛ	652
-l|j|u|o	653
-u|f	654
-w|a	655
-w|ɔ	656
-l|j|u|s	657
-j|u|ɛ|m	658
-j|u|i|ʁ	659
-a|j|d|ə|b	660
-l|i	661
-l|a|j|e|t|ʃ	662
-l|a|j|ɛ|j|t|ʃ	663
-n|t|œ|ʁ|n	664
-n|t|ɛ|ʁ|n	665
-a|ʃ|ø|n	666
-a|ʃ|ə|n	667
-ɛ|ʃ|ø|n	668
-ɛ|ʃ|ə|n	669
-ø|l|ø|z	670
-ø|l|ə|z	671
-ə|l|ø|z	672
-n|a|j|n	673
-t|u|s	674
-i|w|a|j|ɛ	675
-a|j|ɡ|a|d	676
-a|j|ɡ|ɔ|d	677
-ø|t|z|ø	678
-ø|t|z|ə	679
-ø|t|v|ø	680
-ø|t|v|ə	681
-ə|t|z|ø	682
-ə|t|z|ə	683
-ə|t|v|ø	684
-ə|t|v|ə	685
-ø|k|b|a|ʁ	686
-ə|k|b|a|ʁ	687
-d|ʒ|ə	688
-a|j|p|i	689
-t|s|ʁ|i	690
-t|s|l|i	691
-ø|m|ø|n	692
-ø|m|ə|n	693
-ə|m|ø|n	694
-v|œ|s|ø	695
-v|œ|s|ə	696
-d|ə|b	697
-u|ɛ|ʁ|i	698
-u|ɛ|l|i	699
-d|ʒ|e|ɛ	700
-d|ʒ|ɛ|j|ɛ	701
-k|j|u|e	702
-k|j|u|ɛ|j	703
-ɛ|s	704
-ɛ|f	705
-ʒ|w|e	706
-ʒ|w|ɛ|j	707
-i|ɡ|z	708
-k|ʁ|i|s	709
-k|l|i|s	710
-z|œ|ʁ	711
-z|ɛ|ʁ	712
-v|œ|ʁ	713
-v|ɛ|ʁ	714
-a|j|n|t|i	715
-n|e|t|i	716
-n|ɛ|j|t|i	717
-f|ɔ|l	718
-f|ɔ	719
-n|_|ə|n	720
-n|ʁ|ə|n	721
-d|ʁ|ø|d	722
-d|ʁ|ə|d	723
-d|l|ø|d	724
-d|l|ə|d	725
-n|n|a|j|n	726
-t|i|z	727
-ɛ|n|e|t	728
-ɛ|n|ɛ|j|t	729
-t|_|ə|n	730
-t|ʁ|ə|n	731
-t|i|n	732
-f|œ	733
-w|a|n	734
-w|ɛ|n	735
-i|n|t|i	736
-f|ɔ|ʁ|b|a|j	737
-f|o|ʁ|b|a|j	738
-t|i|t|ɛ	739
-t|i|f|o	740
-a|j|n|w|ə	741
-n|w|ə|n	742
-a|j|n|ø|l	743
-a|j|n|ə|l	744
-s|ɛ|v|ø	745
-n|f|ɔ|s	746
-p|l|ə|s	747
-z|i|ø|ʁ	748
-z|i|ø|l	749
-z|i|ə|ʁ	750
-z|i|ə|l	751
-i|t|ʃ|a|t	752
-i|t|ʃ|ɛ|t	753
diff --git a/g2p-models/fr/out_syms.txt b/g2p-models/fr/out_syms.txt
deleted file mode 100755
index e96bb67..0000000
--- a/g2p-models/fr/out_syms.txt
+++ /dev/null
@@ -1,523 +0,0 @@
-<eps>	0
-|	1
-_	2
-<unk>	3
-b	4
-a	5
-l	6
-n	7
-o	8
-ʁ	9
-e	10
-s	11
-ɛ	12
-k	13
-ɑ̃	14
-p	15
-ɔ	16
-ə	17
-j	18
-i	19
-t	20
-z	21
-ɡ	22
-y	23
-ɔ̃	24
-i|j	25
-d	26
-v	27
-n|j	28
-w|a	29
-k|s	30
-m	31
-u	32
-f	33
-ʃ	34
-w	35
-ɛ̃	36
-ʒ	37
-œ	38
-ɥ	39
-ø	40
-w|a|j	41
-ɡ|z	42
-d|ʒ	43
-ɔ|t	44
-e|ʒ|e	45
-v|e	46
-t|ʃ	47
-ŋ	48
-ɑ̃|z|ɔ|b	49
-ʒ|ɛ	50
-e|ʁ|a	51
-e|ɛ|l|ɛ	52
-ɛ|s|ɛ	53
-e|d|e	54
-ɛ|s	55
-ɛ|m|ɛ	56
-z|a|j	57
-ʁ|ə|v	58
-ɛ|k|s|t	59
-ɛ|m|ə|m	60
-ɑ̃|ʁ|a|ʁ	61
-ɛ|l	62
-d|ø	63
-ɛ|f|ɛ	64
-k|y	65
-ɔ̃|s|a|k	66
-s|ɛ|t|j	67
-ɛ|m	68
-w|i	69
-p|t	70
-v|e|ɛ	71
-ʁ|l|i|p	72
-ɔ|n|e	73
-e|ø|ɛ	74
-p|ʁ|i|m	75
-œ|j|ɛ	76
-e|o|d|ø	77
-ɑ̃|b|a|ʁ	78
-f|j	79
-v|ɛ̃|t	80
-e|y|n|j	81
-ʒ|ɛ|ɛ	82
-e|k|e	83
-ɛ|j	84
-t|o|ɔ|t	85
-d|l	86
-s|e|ɛ	87
-ɔ̃|v|i|l	88
-d|e	89
-ə|ʁ	90
-ʒ|i|ɛ	91
-m|a|d|m	92
-w|a|z|ɛ	93
-d|e|p|a	94
-e|p|e|i	95
-ɡ|ʁ|ɛ|k	96
-e|ɛ|l	97
-j|y	98
-ɛ|ʒ	99
-a|ʃ|ɛ	100
-œ|s|e|œ	101
-j|y|s	102
-s|ɛ̃|k	103
-p|l	104
-m|a|ʒ|i	105
-s|i	106
-l|a|b	107
-e|n|w|a	108
-i|k|s	109
-e|b|e	110
-j|i	111
-t|s	112
-i|n	113
-d|ø|s	114
-d|e|b	115
-t|e	116
-e|d|e|ɛ	117
-ɛ|ʁ|p|e	118
-ɛ|ʁ|a|ʁ	119
-e|o	120
-œ|v	121
-p|ɛ|ʁ	122
-p|i	123
-a|ʁ	124
-ɛ|ʁ	125
-e|s|e	126
-t|ʁ	127
-ʁ|ə|d	128
-e|ɛ|s	129
-ɛ|ʁ|ə	130
-ɛ|d|d|ʒ	131
-k|a|t	132
-ʁ|ə|v|ɛ̃	133
-k|ɛ̃|z	134
-d|e|d	135
-a|l|f|a	136
-ɛ|s|b|e	137
-z|e|z	138
-e|ʒ|i	139
-s|e	140
-ɡ|ʁ	141
-p|ə	142
-ɛ|s|ʒ|e	143
-s|i|t	144
-ɛ|ʁ|ɛ	145
-k|a|t|ʁ	146
-a|a|k|s	147
-ɑ̃|s|i|ʁ	148
-k|ɔ̃|f	149
-l|ɛ|k|s	150
-e|t	151
-k|o|k	152
-d|i|z	153
-n|œ|v|j	154
-a|m|ɔ̃|n	155
-a|v|i	156
-e|z	157
-ʁ|e|v	158
-l|b|l|i	159
-s|i|s	160
-f|e|ʁ	161
-s|j	162
-s|ɑ̃|t|i	163
-m|ɛ|t|ʁ	164
-e|ʒ|e|ɛ	165
-d|e|s|i	166
-ɑ̃|b|l	167
-e|s|œ|l	168
-m|ɑ̃|s|i	169
-j|a|f	170
-ø|t|ɛ	171
-ɛ|n|b|i	172
-d|ə|l|ɛ	173
-p|ʁ|i|d	174
-ɛ|l|w|a	175
-ɥ|i|j|ɛ	176
-a|k|a|f	177
-ʁ|ə|t	178
-ɥ|i|t|j	179
-e|a|d|e	180
-ɛ|t|s|e	181
-t|e|ʁ|a	182
-a|v|ɔ|t	183
-ʁ|ɛ̃|b	184
-l|a|v|i	185
-i|l|j	186
-e|s	187
-e|ɛ|s|ɛ	188
-e|d|ø	189
-p|e	190
-s|i|ɡ|m	191
-œ|l	192
-a|n|o	193
-i|d|e|ɛ	194
-ɑ̃|s|k	195
-b|ɔ|v	196
-a|ʃ	197
-n|ø|v|ɛ	198
-y|s	199
-s|ɛ̃	200
-z|n|œ|v	201
-j|ɛ	202
-a|ʃ|p|e	203
-e|p|e	204
-ʁ|a|l	205
-ɔ|l	206
-n|ɔ|v|ɑ̃	207
-e|m	208
-i|y	209
-v|ɛ̃|t|e	210
-y|n	211
-z|j|ɛ|m	212
-d|ø|z	213
-j|ɔ	214
-d|ə|m	215
-e|ə|s|e	216
-ʁ|i|z	217
-e|ɛ|m|ɛ	218
-s|ɛ|t	219
-e|v|e	220
-k|z	221
-ŋ|ɡ	222
-b|e	223
-œ|ʁ|m|a	224
-ɛ|s|t|e	225
-i|l	226
-e|p|e|ɛ	227
-ʒ|e	228
-m|e	229
-b|e|t|a	230
-ɛ|ɛ|m	231
-d|z	232
-i|t	233
-k|a|ʁ	234
-ɑ̃|t|ɥ|t	235
-ɔ̃|t|ʁ	236
-e|k|y|ɛ	237
-ʁ|y	238
-e|j|y|s	239
-m|y	240
-ə|t	241
-i|ʁ	242
-j|ɑ̃|t	243
-a|n	244
-a|t|i|f	245
-ɛ|ʁ|ʒ	246
-b|i|e	247
-l|y	248
-ʁ|j|ɛ|l	249
-z|o	250
-b|ø	251
-ɛ|n|ɛ	252
-l|b	253
-e|z|ɛ|d	254
-ʒ|i	255
-o|z|z	256
-i|t|i|f	257
-z|ɥ|i|t	258
-ɛ|n	259
-p|l|y|z	260
-p|l|y|s	261
-u|v	262
-a|s|ɛ̃	263
-t|ʁ|w|a	264
-ɛ|s|p|e	265
-e|i|ɛ	266
-a|m	267
-ʁ|ɛ|ʁ	268
-s|w|a|s	269
-ɑ̃|t|ə	270
-a|ʃ|t|e	271
-a|ʁ|ɛ|n	272
-t|ʁ|ɛ|z	273
-p|ʁ|e	274
-z|i|d|ɑ̃	275
-ɛ|f	276
-t|i	277
-k|ɔ	278
-d|ə|ɡ|ʁ	279
-e|f	280
-ʁ|ɑ̃|s|ɛ	281
-e|p|ɛ	282
-b|ɛ	283
-e|ŋ	284
-e|a|l	285
-a|d|m|w	286
-a|z|ɛ|l	287
-ɛ|l|ʃ	288
-p|e|ɛ	289
-k|œ	290
-e|ɛ|m	291
-ɡ|s	292
-s|ə|ʁ	293
-j|e	294
-ɛ|l|ɛ	295
-e|ɛ|f	296
-ɥ|i|t	297
-d|ø|k|a	298
-ɛ|n|t|e	299
-b|ʁ	300
-i|ɡ|a|d	301
-ɔ|t|i|k	302
-v|œ	303
-d|i	304
-ɛ|k|t|o	305
-l|i|ø|k	306
-t|m|a	307
-ʁ|t|i|ʁ	308
-ɔ̃|d|i|s	309
-m|ɑ̃	310
-e|ɛ	311
-ʁ|n	312
-ɛ|ʁ|v|i	313
-p|ɔ|ʁ	314
-t|n|ɛ̃|w	315
-d|i|n	316
-j|ɑ̃	317
-k|a|ɛ	318
-ʁ|e|s	319
-e|s|t|e	320
-ə|d|e	321
-ʁ|j	322
-s|ɑ̃|s	323
-ɛ̃|k|ɑ̃|t	324
-ɔ|l|e	325
-e|k|y	326
-e|y|ɛ	327
-p|i|n	328
-ɛ̃|z|j|ɛ	329
-ɛ|k|s|ə	330
-d|u|b|l	331
-ə|v|e	332
-i|l|j|a	333
-ɔ|n	334
-ɛ|z|j|ɛ	335
-ʁ|ə	336
-z|ɛ|d	337
-b|e|d|i	338
-ʃ|t|e|n	339
-f|ɔ|b	340
-e|ɛ|f|ɛ	341
-a|s	342
-ɛ|s|t	343
-a|ʁ|y	344
-l|j|ø	345
-e|e|ɛ	346
-y|z	347
-z|e|ʁ|o	348
-n|ø|f	349
-ø|t	350
-e|ɛ|m|i	351
-e|n|ɛ|n	352
-k|ɔ|ɡ	353
-i|s|t|p	354
-i|j|ɛ|m	355
-p|ʁ|ɔ|f	356
-ɛ|s|œ|ʁ	357
-j|t|s|œ	358
-ɑ̃|d	359
-i|s|b	360
-d|a|t|d	361
-e|ə|ʒ|e	362
-z|j|ɛ	363
-e|ɛ|n	364
-y|n|j|ɛ	365
-d|ʒ|e|ŋ	366
-p|a	367
-e|b|o|m	368
-ɑ̃|k|a|t	369
-ɡ|y|s|t	370
-i|n|y|s	371
-œ|ʁ	372
-ɛ|ʁ|k	373
-ʁ|ə|d|i	374
-a|œ	375
-ɔ|l|y	376
-ɔ|l|ɔ	377
-ɔ|ʁ	378
-m|a|d|a	379
-e|a|ʃ	380
-p|w|ɛ̃	381
-ə|ɡ|ʁ|e	382
-ə|l|i|b	383
-ɛ|ʁ|t|e	384
-p|ʁ	385
-s|j|ø|z	386
-e|t|e	387
-ɑ̃|t|e|ɛ̃	388
-j|ɛ|m	389
-l|i|m|i	390
-ɛ|d|d|e	391
-b|a|ʁ|a	392
-d|a|m	393
-s|ɔ|n	394
-k|a|t|ɔ	395
-ʁ|z|j|ɛ	396
-ɑ̃|t	397
-s|ɛ|z	398
-e|t|e|ɛ	399
-f|ʁ	400
-m|a|ʒ	401
-ʒ|e|ʁ	402
-e|m|e	403
-i|l|a|ʒ	404
-e|ʁ|ɔ̃	405
-v|i|k|ɔ̃	406
-e|s|i|s	407
-ɡ|ɔ̃|d	408
-ɔ|m	409
-a|j|œ	410
-ɑ̃|t|d|ø	411
-ʃ|a|s|e	412
-m|ɛ	413
-ɔ|ɛ	414
-ʁ|e|z	415
-i|d|ɑ̃|t	416
-e|s|e|e	417
-t|w|a|l	418
-m|i|l|i	419
-l|i|t|ʁ	420
-b|ɛ|t|a	421
-d|e|ɛ	422
-e|ɛ|ʁ|ɛ	423
-p|a|d|e	424
-d|i|z|j	425
-l|a|t	426
-a|s|ɛ̃|t	427
-ə|t|e	428
-ɛ|l|p|ɛ	429
-y|ʒ|e	430
-ɑ̃|t|a|l	431
-t|a|b|l	432
-i|s|m|ɑ̃	433
-ɛ̃|t|j|ɛ	434
-a|ʁ|a	435
-m|ɔ|d|ɛ	436
-ɛ|n|j	437
-ɛ|k|ɛ	438
-ɛ|t|ɛ	439
-m|ɔ|ʁ	440
-o|v|a|ʃ	441
-d|j	442
-s|p|i	443
-e|ɛ|ʁ	444
-e|ɔ	445
-m|y|l|t	446
-k|s|j|ɔ̃	447
-n|j|e	448
-n|t	449
-s|j|ø	450
-e|d|z|œ	451
-n|t|ʃ|œ	452
-ɛ|s|a|ʃ	453
-ɡ|k	454
-e|n|œ|f	455
-n|œ|f	456
-s|ɔ|s|j	457
-o|ɡ	458
-p|w|ɛ̃|e	459
-e|b|e|i	460
-ʃ|w	461
-ɑ̃|t|ɛ	462
-k|y|ɛ	463
-t|ʁ|ɑ̃|t	464
-k|a|ʁ|ɑ̃	465
-t|s|ɛ̃|k	466
-n|e|l|y	467
-m|j|ɛ|ʁ	468
-k|t|œ|ʁ	469
-e|l|e	470
-j|j|ɛ	471
-j|o	472
-e|ə|d|ø	473
-w|a|s|ɑ̃	474
-t|n|œ|f	475
-p|j|œ|ʁ	476
-ɛ|a|ʃ|ɛ	477
-y|ʃ|ɛ	478
-o|t|o	479
-y|e	480
-ɛ|m|z|ɛ	481
-d|ɛ|s|ɛ	482
-s|ə|k	483
-i|z	484
-ɛ|m|t|e	485
-z|ɛ|d|ɛ	486
-e|t|s|ɥ	487
-i|v|ɑ̃	488
-i|d	489
-i|t|e	490
-p|ʁ|ə|m	491
-i|t|w|a	492
-j|ɛ̃	493
-d|ɛ|k|s	494
-d|e|s|ɑ̃	495
-n|ə|ʒ|ø	496
-k|ø	497
-o|m	498
-ɔ|ʒ	499
-ə|m|ɑ̃	500
-f|i|t	501
-ʁ|i|j|ɔ̃	502
-n|a|p	503
-i|t|o	504
-e|a|t|e	505
-e|i|k|s	506
-i|t|œ|ʁ	507
-z|a|ʁ	508
-d|ʒ|a	509
-ʒ|ɔ	510
-ɑ̃|t|t	511
-i|p	512
-ɡ|a|m|a	513
-ɛ|ʁ|ɡ|ʁ	514
-ɡ|e	515
-d|ø|ɛ	516
-a|n|y|s	517
-ʁ|v|y|l	518
-ɡ|ɛ|ʁ	519
-ɛ|l|k|ɛ̃	520
-ɔ̃|n|ɛ̃|b	521
-s|ə|ʁ|ɛ	522
diff --git a/g2p-models/it/align.fst b/g2p-models/it/align.fst
deleted file mode 100755
index e376db6..0000000
Binary files a/g2p-models/it/align.fst and /dev/null differ
diff --git a/g2p-models/it/g2p.fst b/g2p-models/it/g2p.fst
deleted file mode 100755
index 4d33ad9..0000000
Binary files a/g2p-models/it/g2p.fst and /dev/null differ
diff --git a/g2p-models/it/in_syms.txt b/g2p-models/it/in_syms.txt
deleted file mode 100755
index d705bdf..0000000
--- a/g2p-models/it/in_syms.txt
+++ /dev/null
@@ -1,608 +0,0 @@
-<eps>	0
-|	1
-_	2
-<unk>	3
-s	4
-c	5
-a	6
-r	7
-m	8
-u	9
-c|i	10
-t	11
-o	12
-e	13
-z	14
-i	15
-g|i	16
-n	17
-l	18
-m|o	19
-u|c	20
-h|e	21
-p	22
-b	23
-c|h	24
-d	25
-f	26
-g	27
-v	28
-z|a	29
-n|a	30
-g|l	31
-s|c	32
-l|e	33
-à	34
-n|i	35
-n|e	36
-n|o	37
-g|h	38
-l|c	39
-è	40
-q	41
-i|z	42
-n|g	43
-f|f	44
-w	45
-r|e	46
-p|e	47
-x	48
-o|t	49
-c|o	50
-c|u	51
-o|o	52
-i|a	53
-j	54
-ò	55
-k	56
-i|o	57
-t|t	58
-é	59
-ù	60
-i|u	61
-i|e	62
-ì	63
-t|h	64
-i|ò	65
-i|à	66
-i|ù	67
-h|i	68
-k|h	69
-c|k	70
-h|o	71
-h|a	72
-l|l	73
-’|s	74
-o|p	75
-u|m	76
-u|t	77
-h|w	78
-t|z	79
-p|p	80
-e|s	81
-h|l	82
-g|-	83
-n|n	84
-h|u	85
-s|s	86
-u|n	87
-r|d	88
-h|n	89
-e|b	90
-h|ü	91
-h|m	92
-i|d	93
-h|r	94
-h|y	95
-n|u	96
-g|e	97
-e|n	98
-e|e	99
-a|t	100
-y	101
-h	102
-a|z	103
--|l	104
-c|c	105
-p|h	106
-q|u	107
-e|t	108
-e|r	109
-y|’	110
-a|i	111
-v|e	112
-i|l	113
-a|y	114
-g|n	115
--|s	116
-t|u	117
-s|h	118
-e|i	119
-a|n	120
-a|l	121
-–|d	122
-y|i	123
-b|!	124
-o|a	125
-o|u	126
-t|e	127
-s|e	128
-n|d	129
--|t	130
-c|e	131
-a|c	132
-é|e	133
-o|i	134
--	135
-n|t	136
-t|’	137
-t|'	138
-n|s	139
--|f	140
-ç	141
-s|-	142
-g|ê	143
-s|–	144
-–|p	145
-r|s	146
-ý	147
-m|m	148
-a|h	149
-r|®	150
-c|.	151
-m|p	152
-a|u	153
--|v	154
-u|r	155
-r|t	156
-e|h	157
-o|w	158
-r|n	159
-t|-	160
--|p	161
--|r	162
-h|é	163
-a|ë	164
-e|z	165
-f|e	166
-a|'	167
-a|’	168
-i|j	169
-d|e	170
-e|a	171
-–|t	172
-k|e	173
-i|c	174
--|b	175
-m|e	176
--|w	177
-o|h	178
--|u	179
-d|t	180
-a|e	181
-ë|l	182
-a|d	183
-a|k	184
--|c	185
-c|z	186
-a|s	187
-–|c	188
-–|m	189
--|m	190
-ä	191
-i|n	192
-z|o	193
-–|è	194
-ú	195
-l|t	196
-n|h	197
-–|u	198
-g|u	199
-–|o	200
-f|–	201
-i|h	202
-í	203
-r|i	204
-x|-	205
-e|’	206
-s|p	207
-z|e	208
-f|i	209
-–|b	210
-t|s	211
-s|w	212
-a|r	213
-v|v	214
-–|g	215
-ü	216
-k|–	217
-d|s	218
-m|.	219
-l|h	220
-i|g	221
-h|!	222
-e|y	223
-o|n	224
-s|i	225
-u|x	226
-i|’	227
--|e	228
--|i	229
-u|g	230
-h|t	231
-–|e	232
-ê	233
-t|o	234
-l|'	235
--|a	236
-u|z	237
-z|h	238
-u|h	239
-z|i	240
-o|z	241
-i|t	242
-h|s	243
-w|–	244
-u|d	245
-p|o	246
-a|w	247
-e|d	248
-o|c	249
-e|w	250
-–|r	251
--|k	252
-u|u	253
-y|y	254
-b|b	255
-–|k	256
-–|s	257
-–|w	258
-á	259
-v|r	260
-ã	261
-ö	262
-s|z	263
-s|.	264
-a|.	265
-e|.	266
-i|.	267
-.	268
-v|.	269
-j|ö	270
-s|'	271
-o|–	272
-–|ò	273
-r|a	274
-o|l	275
-i|b	276
-l|i	277
-t|à	278
-t|i	279
-e|u	280
-r|r	281
-e|o	282
-o|r	283
-o|d	284
-b|e	285
-c|t	286
--|d	287
-o|-	288
-y|w	289
-e|m	290
-n|é	291
-d|.	292
-m|b	293
-i|s	294
-l|o	295
-y|–	296
-o|e	297
-y|e	298
--|h	299
-l|a	300
-o|q	301
-u|e	302
-q|-	303
-o|.	304
-o|’	305
-l|’	306
--|g	307
-l|.	308
-c|a	309
-d|j	310
-a|q	311
-r|g	312
-u|s	313
--|n	314
-n|ò	315
-é|-	316
-t|c	317
-ñ	318
-ë	319
-t|.	320
-a|!	321
-o|s	322
-w|e	323
-m|a	324
-e|l	325
-a|o	326
-é|s	327
-n|-	328
-è|!	329
-i|-	330
-y|-	331
-e|q	332
-a|g	333
--|é	334
-s|é	335
-i|x	336
-l|y	337
-v|a	338
-ï	339
-o|v	340
-ó	341
-w|-	342
-â	343
-è|q	344
-’|h	345
-k|g	346
-f|!	347
-p|!	348
-n|í	349
-d|a	350
-ç|a	351
-ô	352
-c|s	353
-c|'	354
-/	355
-f|a	356
-–|a	357
-p|a	358
-m|!	359
-s|ú	360
-e|!	361
-p|r	362
-š	363
-v|o	364
-s|t	365
--|à	366
-e|c	367
-o|!	368
-x|i	369
-p|–	370
-a|–	371
-g|r	372
-n|c	373
-l|p	374
-–|i	375
-t|®	376
-d|’	377
--|j	378
-z|z	379
-r|h	380
-o|m	381
-n|y	382
-o|'	383
-k|-	384
-p|u	385
-h|k	386
-g|–	387
-c|r	388
-i|q	389
-p|f	390
-–	391
-i|–	392
-h|'	393
-r|q	394
-ä|t	395
-c|y	396
-é|!	397
-è|r	398
-e|-	399
-g|o	400
-û|t	401
-t|a	402
-s|q	403
-u|l	404
-r|l	405
-f|v	406
-i|!	407
-k|a	408
-i|v	409
-–|j	410
-b|a	411
-u|f	412
-e|g	413
-b|i	414
-z|!	415
-x|e	416
-h|ó	417
-v|i	418
-ş	419
-g|a	420
-g|g	421
-i|y	422
-å	423
-d|i	424
-b|o	425
-l|-	426
-e|–	427
-d|–	428
-z|-	429
-b|u	430
-’	431
-n|’	432
-t|w	433
-r|o	434
-l|s	435
-d|g	436
-o|b	437
-e|f	438
-y|a	439
-ê|m	440
-h|ò	441
-h|ö	442
-r|c	443
-c|’	444
-k|k	445
-n|q	446
-h|ä	447
-d|h	448
-x|.	449
-a|î	450
-–|f	451
-u|o	452
-k|x	453
-l|í	454
-'|a	455
-’|a	456
-’|o	457
-e|x	458
-c|-	459
-ö|h	460
-m|è	461
-l|d	462
-m|&	463
-;	464
-m|'	465
-r|v	466
-s|a	467
-d|o	468
-–|q	469
-–|v	470
-i|m	471
-o|g	472
-n|.	473
-r|.	474
-h|q	475
-é|l	476
-s|o	477
-a|a	478
-ě	479
-v|s	480
-u|i	481
-’|u	482
-g|j	483
-š|h	484
-u|’	485
-a|p	486
-ü|s	487
-h|â	488
-d|'	489
-'|e	490
-&	491
-d|z	492
-t|r	493
-n|z	494
-h|j	495
--|q	496
-u|a	497
-p|s	498
-d|y	499
-h|ô	500
-e|v	501
-u|b	502
-u|j	503
-–|y	504
-h|p	505
-o|k	506
-w|o	507
-q|.	508
-r|z	509
-u|-	510
-h|è	511
-î	512
-û	513
-q|a	514
-n|è	515
-n|'	516
--|o	517
-s|k	518
-ü|t	519
-e|/	520
-a|f	521
-r|-	522
-i|f	523
-i|p	524
-y|j	525
-t|!	526
-o|f	527
-u|ê	528
-g|y	529
-g|.	530
-f|o	531
-n|k	532
-r|ä	533
-–|l	534
-y|s	535
-è|c	536
-ü|h	537
-æ|r	538
-ø	539
-b|'	540
-‘|n	541
-z|y	542
-h|á	543
-t|j	544
-k|i	545
-à|!	546
-w|y	547
-k|.	548
-h|à	549
-a|m	550
-k|s	551
-v|'	552
-t|–	553
-s|u	554
-e|'	555
-j|-	556
-z|s	557
-î|m	558
-w|r	559
-u|.	560
-n|w	561
-b|w	562
-q|q	563
-k|o	564
-u|w	565
-j|i	566
-k|n	567
-k|y	568
-ō	569
-w|w	570
-k|w	571
-w|k	572
-w|t	573
-d|d	574
--|y	575
-c|q	576
-u|p	577
-e|p	578
-x|h	579
-–|h	580
-a|-	581
-h|c	582
-h|ý	583
-f|g	584
-w|h	585
-p|i	586
-w|u	587
-ł	588
-j|a	589
-j|u	590
-j|e	591
-j|’	592
-s|m	593
-‘|s	594
-‘|v	595
-[|t	596
-e|]	597
-i|]	598
-o|]	599
-.|e	600
-!	601
-'	602
-®	603
-æ	604
-‘	605
-[	606
-]	607
diff --git a/g2p-models/it/out_syms.txt b/g2p-models/it/out_syms.txt
deleted file mode 100755
index a9b6dcc..0000000
--- a/g2p-models/it/out_syms.txt
+++ /dev/null
@@ -1,232 +0,0 @@
-<eps>	0
-|	1
-_	2
-<unk>	3
-s	4
-k	5
-a	6
-r	7
-m	8
-u	9
-t	10
-tʃ	11
-o	12
-e	13
-ts	14
-i	15
-dʒ	16
-n	17
-ɛ	18
-l	19
-j	20
-ʃ	21
-p	22
-b	23
-ɔ	24
-d	25
-f	26
-v	27
-d|dz	28
-ɲ|ɲ	29
-ʎ	30
-ʎ|i	31
-z	32
-t|ts	33
-e|i	34
-ɡ	35
-w	36
-dz	37
-s|a	38
-k|s	39
-k|k	40
-j|u	41
-b|o	42
-a|z	43
-v|v	44
-ts|j	45
-ɲ	46
-i|m	47
-e|n	48
-t|o	49
-a|i	50
-d|d	51
-a|j	52
-d|dʒ	53
-t|ʒ	54
-f|a	55
-tʃ|e	56
-t|tʃ	57
-w|a	58
-ʒ	59
-ʃ|ʃ	60
-s|s	61
-ɲ|n	62
-e|j	63
-ɛ|i	64
-s|t	65
-i|k	66
-ʎ|ʎ	67
-d|e	68
-o|w	69
-p|o	70
-r|m	71
-o|u	72
-j|ɛ	73
-ʃ|ɛ	74
-e|k	75
-ɡ|o	76
-a|k	77
-b|a	78
-o|n	79
-r|d	80
-dʒ|i	81
-t|e	82
-j|e	83
-ɛ|s	84
-s|e	85
-ɛ|n	86
-n|e	87
-ɛ|r	88
-r|e	89
-ɛ|l	90
-l|e	91
-ŋ	92
-k|o	93
-t|t	94
-k|ɔ	95
-l|l	96
-n|n	97
-t|z	98
-r|a	99
-n|ts	100
-a|ɲ	101
-a|t	102
-n|j	103
-ʃ|e	104
-j|o	105
-j|ɔ	106
-k|a	107
-k|t	108
-e|r	109
-dz|d	110
-tʃ|i	111
-i|ɔ	112
-s|i	113
-d|i	114
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-o|j	123
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-ʃ|i	137
-ɛ|z	138
-m|m	139
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-a|r	154
-m|ɛ	155
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-n|t	157
-ɛ|j	158
-j|j	159
-e|m	160
-s|ɔ	161
-ɛ|m	162
-r|b	163
-i|n	164
-i|p	165
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-ɔ|n	169
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-ɛ|f	207
-n|tʃ	208
-o|k	209
-k|ɛ	210
-s|u	211
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-n|ɔ	213
-t|a	214
-b|ɛ	215
-ɛ|ɛ	216
-d|s	217
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diff --git a/hotword/config.json b/hotword/config.json
deleted file mode 100755
index 90f420e..0000000
--- a/hotword/config.json
+++ /dev/null
@@ -1,17 +0,0 @@
-{
-    "sample_rate": 16000,
-    "frame_length_ms": 25.0,
-    "frame_shift_ms": 10.0,
-    "num_mfcc": 40,
-    "num_mel_bins": 40,
-    "mel_low_freq": 20,
-    "cepstral_lifter": 0.0,
-    "dither": 1.0,
-    "window_type": "povey",
-    "use_energy": false,
-    "energy_floor": 0.0,
-    "raw_energy": true,
-    "preemphasis_coefficient": 0.0,
-    "w_smooth": 30,
-    "w_max": 100
-}
diff --git a/hotword/model.pb b/hotword/model.pb
deleted file mode 100755
index 5ce4e56..0000000
Binary files a/hotword/model.pb and /dev/null differ
diff --git a/hotword/thresholds_curve.json b/hotword/thresholds_curve.json
deleted file mode 100755
index bfd1a00..0000000
--- a/hotword/thresholds_curve.json
+++ /dev/null
@@ -1,68 +0,0 @@
-[
-    {
-        "threshold": 0.99997336, 
-        "recall": 0.0013297872340425532, 
-        "sensitivity": 0, 
-        "far": 0.0
-    }, 
-    {
-        "threshold": 0.48656777, 
-        "recall": 0.9295212765957447, 
-        "sensitivity": 0.1, 
-        "far": 0.0017921146953405018
-    }, 
-    {
-        "threshold": 0.42605102, 
-        "recall": 0.9401595744680851, 
-        "sensitivity": 0.2, 
-        "far": 0.002986857825567503
-    }, 
-    {
-        "threshold": 0.42605102, 
-        "recall": 0.9401595744680851, 
-        "sensitivity": 0.3, 
-        "far": 0.002986857825567503
-    }, 
-    {
-        "threshold": 0.3095676, 
-        "recall": 0.9561170212765957, 
-        "sensitivity": 0.4, 
-        "far": 0.011350059737156512
-    }, 
-    {
-        "threshold": 0.2795505, 
-        "recall": 0.961436170212766, 
-        "sensitivity": 0.5, 
-        "far": 0.016129032258064516
-    }, 
-    {
-        "threshold": 0.2795505, 
-        "recall": 0.961436170212766, 
-        "sensitivity": 0.6, 
-        "far": 0.016129032258064516
-    }, 
-    {
-        "threshold": 0.24352217, 
-        "recall": 0.964095744680851, 
-        "sensitivity": 0.7, 
-        "far": 0.022301871764237355
-    }, 
-    {
-        "threshold": 0.24352217, 
-        "recall": 0.964095744680851, 
-        "sensitivity": 0.8, 
-        "far": 0.022301871764237355
-    }, 
-    {
-        "threshold": 0.09038606, 
-        "recall": 0.9800531914893617, 
-        "sensitivity": 0.9, 
-        "far": 0.13102349661489446
-    }, 
-    {
-        "threshold": 0.0, 
-        "recall": 1.0, 
-        "sensitivity": 1.0, 
-        "far": 1.0
-    }
-]
\ No newline at end of file
diff --git a/snips-actions-templates/homeassistant/README.md b/snips-actions-templates/homeassistant/README.md
deleted file mode 100755
index c091b93..0000000
--- a/snips-actions-templates/homeassistant/README.md
+++ /dev/null
@@ -1,49 +0,0 @@
-# Generated Snips skill
-
-This is a generated python script using the `snips-template` tool. It is supposed to be used by Home Assistant.
-It uses the `hass` object to call Home Assistant services, check https://www.home-assistant.io/components/python_script/
-
-## Setup
-
-Actions expected to happen when installing the final folder (on device)
-- move python code in the Hass `python_scripts` folder. Scripts name MUST be lowercased.
-- add `mqtt:` broker & port that Snips uses
-- add `python_script:` component
-- add `snips:` component to Hass configuration, see https://www.home-assistant.io/components/snips/
-- edit Hass' `configuration.yaml` to point to the scripts that were added.
-
-For instance, if you use Snips' Smart lights bundle, this is what your `configuration.yaml` would look like:
-
-```
-mqtt:
-  broker: 127.0.0.1
-  port: 1883
-
-python_script:
-
-snips:
-
-intent_script:
-  lightsTurnOnSet:
-    action:
-      - service: python_script.action_lightsTurnOnSet_Smart_lights
-        data_template:
-          house_room: "{{ house_room }}"
-          number: "{{number}}"
-          unit: "{{unit}}"
-
-  lightsTurnOff:
-    action:
-      - service: python_script.action_lightsTurnOff_Smart_lights
-        data_template:
-          house_room: "{{house_room}}"
-```
-
-The `data_template` section is exposing Snips' intents `slot_value` to the python script. Therefore you'll be able to get slot values in the python script:
-`house_room = data.get('house_room')`
-
-## Executables
-
-This dir contains a number of python executables named `action_*.py`.
-One such file is generated per intent supported. These are standalone
-executables and will be run by Hass when an intent is triggered.
diff --git a/snips-actions-templates/homeassistant/action_{{action_name_alt}}.py.tpl b/snips-actions-templates/homeassistant/action_{{action_name_alt}}.py.tpl
deleted file mode 100755
index e9376b2..0000000
--- a/snips-actions-templates/homeassistant/action_{{action_name_alt}}.py.tpl
+++ /dev/null
@@ -1,2 +0,0 @@
-{{#each action_code as |a|}}{{a}}
-{{/each}}
\ No newline at end of file
diff --git a/snips-actions-templates/homeassistant/spec.json b/snips-actions-templates/homeassistant/spec.json
deleted file mode 100755
index 9b6b212..0000000
--- a/snips-actions-templates/homeassistant/spec.json
+++ /dev/null
@@ -1,6 +0,0 @@
-{
-  "name":"homeassistant",
-  "language":"PYTHON",
-  "prelude": "\"\"\"\n<intent_slot_name> = data.get('<intent_slot_name>')\nservice_data = {'entity_id': '<intent_slot_name>' }\nhass.services.call('<hass_component>', '<hass_component_method>', service_data, False)\"\"\"",
-  "postlude": ""
-}
diff --git a/snips-actions-templates/javascript/README.md b/snips-actions-templates/javascript/README.md
deleted file mode 100755
index 95e9ef5..0000000
--- a/snips-actions-templates/javascript/README.md
+++ /dev/null
@@ -1,17 +0,0 @@
-# Generated Snips skill
-
-This is a generated javascript snips skill using the `snips-template` tool.
-It is compatible with the format expected by the `snips-skill-server`
-
-## Setup
-
-This skill requires some javascript dependencies to work properly, these are
-listed in the `package.json` file. You can use the `setup.sh` script to install
-them.
-
-## Executables
-
-This dir contains a number of javascript executables named `action-*.js`.
-One such file is generated per intent supported. These are standalone
-executables and will perform a connection to MQTT and register on the
-given intent using the `hermes-javascript` helper lib.
diff --git a/snips-actions-templates/javascript/action-{{action_name}}.js.tpl b/snips-actions-templates/javascript/action-{{action_name}}.js.tpl
deleted file mode 100755
index fe881ab..0000000
--- a/snips-actions-templates/javascript/action-{{action_name}}.js.tpl
+++ /dev/null
@@ -1,23 +0,0 @@
-#!/usr/bin/env node
-
-const ini = require('ini')
-const fs = require('fs')
-
-const { withHermes } = require('hermes-javascript')
-const configFile = fs.readFileSync('./config.ini', 'utf8')
-const config = ini.parse(configFile)
-
-withHermes((hermes, done) => {
-    try {
-        const dialog = hermes.dialog()
-
-        dialog.flow('intent/{{intent_id}}', async (message, flow) => {
-            {{#each action_code as |a|}}
-            {{a}}
-            {{/each}}
-        })
-    } catch (error) {
-        console.error(error.toString())
-        done()
-    }
-})
diff --git a/snips-actions-templates/javascript/package.json b/snips-actions-templates/javascript/package.json
deleted file mode 100755
index 4794065..0000000
--- a/snips-actions-templates/javascript/package.json
+++ /dev/null
@@ -1,9 +0,0 @@
-{
-    "name": "snips-action-template",
-    "description": "Auto-generated snips action template.",
-    "version": "0.0.1",
-    "dependencies": {
-      "hermes-javascript": "^0.1.0",
-      "ini": "^1.3.5"
-    }
-}
diff --git a/snips-actions-templates/javascript/setup.sh b/snips-actions-templates/javascript/setup.sh
deleted file mode 100755
index ae5ed1b..0000000
--- a/snips-actions-templates/javascript/setup.sh
+++ /dev/null
@@ -1,3 +0,0 @@
-#/usr/bin/env bash -e
-
-npm install
diff --git a/snips-actions-templates/javascript/spec.json b/snips-actions-templates/javascript/spec.json
deleted file mode 100755
index 9f80892..0000000
--- a/snips-actions-templates/javascript/spec.json
+++ /dev/null
@@ -1,6 +0,0 @@
-{
-    "name":"javascript",
-    "language":"JAVASCRIPT",
-    "prelude": "/*\n    Your action code will be wrapped inside a function with the following signature:\n\n    function(message, flow, config) { /* action code */ }\n\n    Where:\n        - 'message' is the intent message object\n        - 'flow' is the hermes-javascript flow object (see: https://github.com/snipsco/hermes-protocol/tree/develop/platforms/hermes-javascript#dialogflow for mode details)\n        - 'config' is an object containing your App parameters\n            `config.global.parameterName` or `config.secret.secretParameterName`\n*/\n",
-    "postlude": ""
-}
diff --git a/snips-actions-templates/python2/README.md b/snips-actions-templates/python2/README.md
deleted file mode 100755
index c2ab060..0000000
--- a/snips-actions-templates/python2/README.md
+++ /dev/null
@@ -1,18 +0,0 @@
-# Generated Snips skill
-
-This is a generated Python 2 snips app using the `snips-template` tool.
-It is compatible with the format expected by the `snips-skill-server`
-
-## Setup
-
-This app requires some python dependencies to work properly, these are
-listed in the `requirements.txt`. You can use the `setup.sh` script to
-create a python virtualenv that will be recognized by the skill server
-and install them in it.
-
-## Executables
-
-This dir contains a number of python executables named `action-*.py`.
-One such file is generated per intent supported. These are standalone
-executables and will perform a connection to MQTT and register on the
-given intent using the `hermes-python` helper lib.
diff --git a/snips-actions-templates/python2/action-{{action_name}}.py.tpl b/snips-actions-templates/python2/action-{{action_name}}.py.tpl
deleted file mode 100755
index a6e3934..0000000
--- a/snips-actions-templates/python2/action-{{action_name}}.py.tpl
+++ /dev/null
@@ -1,41 +0,0 @@
-#!/usr/bin/env python2
-# -*- coding: utf-8 -*-
-
-import ConfigParser
-from hermes_python.hermes import Hermes
-from hermes_python.ffi.utils import MqttOptions
-from hermes_python.ontology import *
-import io
-
-CONFIGURATION_ENCODING_FORMAT = "utf-8"
-CONFIG_INI = "config.ini"
-
-class SnipsConfigParser(ConfigParser.SafeConfigParser):
-    def to_dict(self):
-        return {section : {option_name : option for option_name, option in self.items(section)} for section in self.sections()}
-
-
-def read_configuration_file(configuration_file):
-    try:
-        with io.open(configuration_file, encoding=CONFIGURATION_ENCODING_FORMAT) as f:
-            conf_parser = SnipsConfigParser()
-            conf_parser.readfp(f)
-            return conf_parser.to_dict()
-    except (IOError, ConfigParser.Error) as e:
-        return dict()
-
-def subscribe_intent_callback(hermes, intentMessage):
-    conf = read_configuration_file(CONFIG_INI)
-    action_wrapper(hermes, intentMessage, conf)
-
-
-def action_wrapper(hermes, intentMessage, conf):
-    {{#each action_code as |a|}}{{a}}
-    {{/each}}
-
-
-if __name__ == "__main__":
-    mqtt_opts = MqttOptions()
-    with Hermes(mqtt_options=mqtt_opts) as h:
-        h.subscribe_intent("{{intent_id}}", subscribe_intent_callback) \
-         .start()
diff --git a/snips-actions-templates/python2/requirements.txt b/snips-actions-templates/python2/requirements.txt
deleted file mode 100755
index 8d491f2..0000000
--- a/snips-actions-templates/python2/requirements.txt
+++ /dev/null
@@ -1,3 +0,0 @@
-# Bindings for the hermes protocol 
-hermes-python>=0.2
-
diff --git a/snips-actions-templates/python2/setup.sh b/snips-actions-templates/python2/setup.sh
deleted file mode 100755
index f4b873b..0000000
--- a/snips-actions-templates/python2/setup.sh
+++ /dev/null
@@ -1,20 +0,0 @@
-#/usr/bin/env bash -e
-
-VENV=venv
-
-if [ ! -d "$VENV" ]
-then
-
-    PYTHON=`which python2`
-
-    if [ ! -f $PYTHON ]
-    then
-        echo "could not find python"
-    fi
-    virtualenv -p $PYTHON $VENV
-
-fi
-
-. $VENV/bin/activate
-
-pip install -r requirements.txt
diff --git a/snips-actions-templates/python2/spec.json b/snips-actions-templates/python2/spec.json
deleted file mode 100755
index 0cdd10b..0000000
--- a/snips-actions-templates/python2/spec.json
+++ /dev/null
@@ -1,6 +0,0 @@
-{
-  "name":"python2",
-  "language":"PYTHON_2",
-  "prelude": "\"\"\" Write the body of the function that will be executed once the intent is recognized. \nIn your scope, you have the following objects : \n- intentMessage : an object that represents the recognized intent\n- hermes : an object with methods to communicate with the MQTT bus following the hermes protocol. \n- conf : a dictionary that holds the skills parameters you defined. \n  To access global parameters use conf['global']['parameterName']. For end-user parameters use conf['secret']['parameterName'] \n \nRefer to the documentation for further details. \n\"\"\" ",
-  "postlude": ""
-}
diff --git a/snips-actions-templates/python3/README.md b/snips-actions-templates/python3/README.md
deleted file mode 100755
index 6e60d18..0000000
--- a/snips-actions-templates/python3/README.md
+++ /dev/null
@@ -1,18 +0,0 @@
-# Generated Snips skill
-
-This is a generated Python 3 snips app, using the `snips-template` tool.
-It is compatible with the format expected by the `snips-skill-server`
-
-## Setup
-
-This app requires some python dependencies to work properly, these are
-listed in the `requirements.txt`. You can use the `setup.sh` script to
-create a python virtualenv that will be recognized by the skill server
-and install them in it.
-
-## Executables
-
-This dir contains a number of python executables named `action-*.py`.
-One such file is generated per intent supported. These are standalone
-executables and will perform a connection to MQTT and register on the
-given intent using the `hermes-python` helper lib.
diff --git a/snips-actions-templates/python3/action-{{action_name}}.py.tpl b/snips-actions-templates/python3/action-{{action_name}}.py.tpl
deleted file mode 100755
index 3f470fd..0000000
--- a/snips-actions-templates/python3/action-{{action_name}}.py.tpl
+++ /dev/null
@@ -1,41 +0,0 @@
-#!/usr/bin/env python3
-# -*- coding: utf-8 -*-
-
-import configparser
-from hermes_python.hermes import Hermes
-from hermes_python.ffi.utils import MqttOptions
-from hermes_python.ontology import *
-import io
-
-CONFIGURATION_ENCODING_FORMAT = "utf-8"
-CONFIG_INI = "config.ini"
-
-class SnipsConfigParser(configparser.SafeConfigParser):
-    def to_dict(self):
-        return {section : {option_name : option for option_name, option in self.items(section)} for section in self.sections()}
-
-
-def read_configuration_file(configuration_file):
-    try:
-        with io.open(configuration_file, encoding=CONFIGURATION_ENCODING_FORMAT) as f:
-            conf_parser = SnipsConfigParser()
-            conf_parser.readfp(f)
-            return conf_parser.to_dict()
-    except (IOError, configparser.Error) as e:
-        return dict()
-
-def subscribe_intent_callback(hermes, intentMessage):
-    conf = read_configuration_file(CONFIG_INI)
-    action_wrapper(hermes, intentMessage, conf)
-
-
-def action_wrapper(hermes, intentMessage, conf):
-    {{#each action_code as |a|}}{{a}}
-    {{/each}}
-
-
-if __name__ == "__main__":
-    mqtt_opts = MqttOptions()
-    with Hermes(mqtt_options=mqtt_opts) as h:
-        h.subscribe_intent("{{intent_id}}", subscribe_intent_callback) \
-         .start()
diff --git a/snips-actions-templates/python3/requirements.txt b/snips-actions-templates/python3/requirements.txt
deleted file mode 100755
index 8d491f2..0000000
--- a/snips-actions-templates/python3/requirements.txt
+++ /dev/null
@@ -1,3 +0,0 @@
-# Bindings for the hermes protocol 
-hermes-python>=0.2
-
diff --git a/snips-actions-templates/python3/setup.sh b/snips-actions-templates/python3/setup.sh
deleted file mode 100755
index 1b9711a..0000000
--- a/snips-actions-templates/python3/setup.sh
+++ /dev/null
@@ -1,20 +0,0 @@
-#/usr/bin/env bash -e
-
-VENV=venv
-
-if [ ! -d "$VENV" ]
-then
-
-    PYTHON=`which python3`
-
-    if [ ! -f $PYTHON ]
-    then
-        echo "could not find python"
-    fi
-    virtualenv -p $PYTHON $VENV
-
-fi
-
-. $VENV/bin/activate
-
-pip install -r requirements.txt
diff --git a/snips-actions-templates/python3/spec.json b/snips-actions-templates/python3/spec.json
deleted file mode 100755
index dcf4cc9..0000000
--- a/snips-actions-templates/python3/spec.json
+++ /dev/null
@@ -1,6 +0,0 @@
-{
-  "name":"python3",
-  "language":"PYTHON_3",
-  "prelude": "\"\"\" Write the body of the function that will be executed once the intent is recognized. \nIn your scope, you have the following objects : \n- intentMessage : an object that represents the recognized intent\n- hermes : an object with methods to communicate with the MQTT bus following the hermes protocol. \n- conf : a dictionary that holds the skills parameters you defined. \n  To access global parameters use conf['global']['parameterName']. For end-user parameters use conf['secret']['parameterName'] \n \nRefer to the documentation for further details. \n\"\"\" ",
-  "postlude": ""
-}