Add pre-trained model for Snips

Add a Snips model trained on HVAC Temperature, Fan Speed,
and Volume Control intents.

SPEC-4856
Signed-off-by: Malik Talha <talhamalik727x@gmail.com>
Change-Id: I624fa48c059d4fa1a5f2ef07e3af88b3076509f2

3 files changed, 191 insertions, 0 deletions

diff --git a/model/probabilistic_intent_parser/slot_filler_2/metadata.json b/model/probabilistic_intent_parser/slot_filler_2/metadata.json
new file mode 100644
index 0000000..18ccb30
--- /dev/null
+++ b/model/probabilistic_intent_parser/slot_filler_2/metadata.json
@@ -0,0 +1,3 @@
+{
+  "unit_name": "crf_slot_filler"
+}
\ No newline at end of file
diff --git a/model/probabilistic_intent_parser/slot_filler_2/model.crfsuite b/model/probabilistic_intent_parser/slot_filler_2/model.crfsuite
new file mode 100644
index 0000000..65a8577
--- /dev/null
+++ b/model/probabilistic_intent_parser/slot_filler_2/model.crfsuite
diff --git a/model/probabilistic_intent_parser/slot_filler_2/slot_filler.json b/model/probabilistic_intent_parser/slot_filler_2/slot_filler.json
new file mode 100644
index 0000000..3ea6fbb
--- /dev/null
+++ b/model/probabilistic_intent_parser/slot_filler_2/slot_filler.json
@@ -0,0 +1,188 @@
+{
+  "config": {
+    "crf_args": {
+      "algorithm": "lbfgs",
+      "c1": 0.1,
+      "c2": 0.1
+    },
+    "data_augmentation_config": {
+      "add_builtin_entities_examples": true,
+      "capitalization_ratio": 0.2,
+      "min_utterances": 200
+    },
+    "feature_factory_configs": [
+      {
+        "args": {
+          "common_words_gazetteer_name": "top_10000_words_stemmed",
+          "language_code": "en",
+          "n": 1,
+          "use_stemming": true
+        },
+        "factory_name": "ngram",
+        "offsets": [
+          -2,
+          -1,
+          0,
+          1,
+          2
+        ]
+      },
+      {
+        "args": {
+          "common_words_gazetteer_name": "top_10000_words_stemmed",
+          "language_code": "en",
+          "n": 2,
+          "use_stemming": true
+        },
+        "factory_name": "ngram",
+        "offsets": [
+          -2,
+          1
+        ]
+      },
+      {
+        "args": {},
+        "factory_name": "is_digit",
+        "offsets": [
+          -1,
+          0,
+          1
+        ]
+      },
+      {
+        "args": {},
+        "factory_name": "is_first",
+        "offsets": [
+          -2,
+          -1,
+          0
+        ]
+      },
+      {
+        "args": {},
+        "factory_name": "is_last",
+        "offsets": [
+          0,
+          1,
+          2
+        ]
+      },
+      {
+        "args": {
+          "language_code": "en",
+          "n": 1
+        },
+        "factory_name": "shape_ngram",
+        "offsets": [
+          0
+        ]
+      },
+      {
+        "args": {
+          "language_code": "en",
+          "n": 2
+        },
+        "factory_name": "shape_ngram",
+        "offsets": [
+          -1,
+          0
+        ]
+      },
+      {
+        "args": {
+          "language_code": "en",
+          "n": 3
+        },
+        "factory_name": "shape_ngram",
+        "offsets": [
+          -1
+        ]
+      },
+      {
+        "args": {
+          "entities": [
+            "to_or_by",
+            "numeric_value",
+            "volume_control_action"
+          ],
+          "entity_filter": {
+            "automatically_extensible": false
+          },
+          "tagging_scheme_code": 2,
+          "use_stemming": true
+        },
+        "factory_name": "entity_match",
+        "offsets": [
+          -2,
+          -1,
+          0
+        ]
+      },
+      {
+        "args": {
+          "entities": [],
+          "entity_filter": {
+            "automatically_extensible": true
+          },
+          "tagging_scheme_code": 2,
+          "use_stemming": true
+        },
+        "drop_out": 0.5,
+        "factory_name": "entity_match",
+        "offsets": [
+          -2,
+          -1,
+          0
+        ]
+      },
+      {
+        "args": {
+          "entity_labels": [
+            "snips/amountOfMoney",
+            "snips/date",
+            "snips/datePeriod",
+            "snips/datetime",
+            "snips/duration",
+            "snips/number",
+            "snips/ordinal",
+            "snips/percentage",
+            "snips/temperature",
+            "snips/time",
+            "snips/timePeriod"
+          ],
+          "language_code": "en",
+          "tagging_scheme_code": 1
+        },
+        "factory_name": "builtin_entity_match",
+        "offsets": [
+          -2,
+          -1,
+          0
+        ]
+      },
+      {
+        "args": {
+          "cluster_name": "brown_clusters",
+          "use_stemming": false
+        },
+        "factory_name": "word_cluster",
+        "offsets": [
+          -2,
+          -1,
+          0,
+          1
+        ]
+      }
+    ],
+    "tagging_scheme": 1,
+    "unit_name": "crf_slot_filler"
+  },
+  "crf_model_file": "model.crfsuite",
+  "intent": "VolumeControl",
+  "language_code": "en",
+  "slot_name_mapping": {
+    "numeric_value": "numeric_value",
+    "to_or_by": "to_or_by",
+    "volume_control_action": "volume_control_action"
+  }
+}
\ No newline at end of file