update model to latest punc-keeping model

app.py

@@ -5,14 +5,20 @@ import pytube as pt
 from transformers import pipeline
 from huggingface_hub import model_info
 
-MODEL_NAME = "openai/whisper-small" #this always needs to stay in line 8 :D sorry for the hackiness
-lang = "en"
+MODEL_NAME = "bayartsogt/whisper-small-mn-7" #this always needs to stay in line 8 :D sorry for the hackiness
+
+"""
+|                      model_id  |     WER |                           Keep Characters |
+| bayartsogt/whisper-small-mn-7  | 32.6469 | " абвгдеёжзийклмноөпрстуүфхцчшъыьэюя.,?!" |
+"""
+
+lang = "mn"
 
 device = 0 if torch.cuda.is_available() else "cpu"
 pipe = pipeline(
     task="automatic-speech-recognition",
     model=MODEL_NAME,
-    chunk_length_s=30,
+    chunk_length_s=12, # did a little experiment looks like this is much better
     device=device,
 )