diff --git "a/sentence-transformers-embbedings/category_embeddings.json" "b/sentence-transformers-embbedings/category_embeddings.json"
new file mode 100644--- /dev/null
+++ "b/sentence-transformers-embbedings/category_embeddings.json"
@@ -0,0 +1,3934 @@
+{
+  "categories": [
+    {
+      "id": "dog_bark",
+      "label": "bark of a dog",
+      "description": "dog barking sound, woofing, growling or howling from a canine",
+      "text_embedded": "bark of a dog. dog barking sound, woofing, growling or howling from a canine"
+    },
+    {
+      "id": "doorbell",
+      "label": "doorbell ringing",
+      "description": "ding, bell or advice sound in house door entrance",
+      "text_embedded": "doorbell ringing. ding, bell or advice sound in house door entrance"
+    },
+    {
+      "id": "baby_crying",
+      "label": "baby crying",
+      "description": "infant crying, wailing, sobbing or distressed baby sounds",
+      "text_embedded": "baby crying. infant crying, wailing, sobbing or distressed baby sounds"
+    },
+    {
+      "id": "glass_breaking",
+      "label": "glass breaking",
+      "description": "sound of glass shattering, breaking or crashing",
+      "text_embedded": "glass breaking. sound of glass shattering, breaking or crashing"
+    },
+    {
+      "id": "car_horn",
+      "label": "car horn",
+      "description": "vehicle horn honking, beeping or car alert sound",
+      "text_embedded": "car horn. vehicle horn honking, beeping or car alert sound"
+    },
+    {
+      "id": "alarm_clock",
+      "label": "alarm clock",
+      "description": "alarm clock ringing, beeping or buzzing wake-up sound",
+      "text_embedded": "alarm clock. alarm clock ringing, beeping or buzzing wake-up sound"
+    },
+    {
+      "id": "fire_alarm",
+      "label": "fire alarm",
+      "description": "fire alarm siren, emergency alert or smoke detector beeping",
+      "text_embedded": "fire alarm. fire alarm siren, emergency alert or smoke detector beeping"
+    },
+    {
+      "id": "door_closing",
+      "label": "window or door closing",
+      "description": "sound of door or window shutting, closing or slamming",
+      "text_embedded": "window or door closing. sound of door or window shutting, closing or slamming"
+    },
+    {
+      "id": "door_opening",
+      "label": "window or door opening",
+      "description": "sound of door or window opening, creaking or unlocking",
+      "text_embedded": "window or door opening. sound of door or window opening, creaking or unlocking"
+    },
+    {
+      "id": "stagger_swipe",
+      "label": "staggerer or swipe",
+      "description": "staggering footsteps, stumbling or swiping movement sound",
+      "text_embedded": "staggerer or swipe. staggering footsteps, stumbling or swiping movement sound"
+    }
+  ],
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+}
\ No newline at end of file