changes

download_vocabulary.py

@@ -0,0 +1,12 @@
+import requests
+
+
+def download_word_list():
+    print("Downloading English word list...")
+    url = "https://raw.githubusercontent.com/dwyl/english-words/master/words_alpha.txt"
+    response = requests.get(url)
+    words = set(response.text.split())
+    print("Word list downloaded.")
+    return words
+
+english_words = download_word_list()

main.py

@@ -18,7 +18,6 @@ app = FastAPI()
 # Load Wav2Vec2 tokenizer and model
 tokenizer = Wav2Vec2Tokenizer.from_pretrained("./models/tokenizer")
 model = Wav2Vec2ForCTC.from_pretrained("./models/model")
-english_words = download_word_list()
 
 
 # Function to download English word list
@@ -30,6 +29,7 @@ def download_word_list():
     print("Word list downloaded.")
     return words
 
+english_words = download_word_list()
 
 # Function to count correctly spelled words in text
 def count_spelled_words(text, word_list):