Improve spellchecking for writing

helper/speech_to_text_helper.py

@@ -1,10 +1,8 @@
-import string
 import whisper
 import os
 import nltk
 import boto3
 import random
-from spellchecker import SpellChecker
 
 nltk.download('words')
 from nltk.corpus import words
@@ -103,28 +101,4 @@ def divide_text(text, max_length=3000):
             divisions.append(text[current_position:next_position])
             current_position = next_position
 
-    return divisions
-
-
-def get_misspelled_pairs(text):
-    spell = SpellChecker()
-
-    # Remove punctuation from the text
-    translator = str.maketrans("", "", string.punctuation)
-    text_without_punctuation = text.translate(translator)
-
-    # Split the text into words
-    words = text_without_punctuation.split()
-
-    # Find misspelled words
-    misspelled = spell.unknown(words)
-
-    # Create a list to store misspelled word pairs
-    misspelled_pairs = []
-
-    # Generate misspelled word pairs with their corrections
-    for word in misspelled:
-        correction = spell.correction(word)
-        misspelled_pairs.append({"misspelled": word, "correction": correction})
-
-    return misspelled_pairs
+    return divisions