diff --git a/VoPho/langtokenizers/manual_word_dict.json b/VoPho/langtokenizers/manual_word_dict.json
new file mode 100644
index 0000000..a64f510
--- /dev/null
+++ b/VoPho/langtokenizers/manual_word_dict.json
@@ -0,0 +1,177 @@
+{
+    "hello": "en",
+    "hi": "en",
+    "hey": "en",
+    "the": "en",
+    "and": "en",
+    "in": "en",
+    "that": "en",
+    "have": "en",
+    "it": "en",
+    "for": "en",
+    "not": "en",
+    "on": "en",
+    "with": "en",
+    "he": "en",
+    "as": "en",
+    "you": "en",
+    "do": "en",
+    "at": "en",
+    "this": "en",
+    "but": "en",
+    "his": "en",
+    "by": "en",
+    "from": "en",
+    "they": "en",
+    "we": "en",
+    "say": "en",
+    "her": "en",
+    "she": "en",
+    "or": "en",
+    "an": "en",
+    "will": "en",
+    "my": "en",
+    "one": "en",
+    "all": "en",
+    "would": "en",
+    "there": "en",
+    "their": "en",
+    "what": "en",
+    "up": "en",
+    "out": "en",
+    "if": "en",
+    "who": "en",
+    "get": "en",
+    "which": "en",
+    "go": "en",
+    "me": "en",
+    "when": "en",
+    "make": "en",
+    "can": "en",
+    "like": "en",
+    "time": "en",
+    "no": "en",
+    "just": "en",
+    "him": "en",
+    "know": "en",
+    "take": "en",
+    "people": "en",
+    "into": "en",
+    "year": "en",
+    "your": "en",
+    "good": "en",
+    "some": "en",
+    "could": "en",
+    "them": "en",
+    "see": "en",
+    "other": "en",
+    "than": "en",
+    "then": "en",
+    "now": "en",
+    "look": "en",
+    "only": "en",
+    "come": "en",
+    "its": "en",
+    "over": "en",
+    "also": "en",
+    "back": "en",
+    "after": "en",
+    "use": "en",
+    "two": "en",
+    "how": "en",
+    "our": "en",
+    "work": "en",
+    "first": "en",
+    "well": "en",
+    "way": "en",
+    "even": "en",
+    "new": "en",
+    "want": "en",
+    "because": "en",
+    "any": "en",
+    "these": "en",
+    "give": "en",
+    "day": "en",
+    "most": "en",
+    "suppose": "en",
+    "think": "en",
+    "place": "en",
+    "life": "en",
+    "where": "en",
+    "help": "en",
+    "little": "en",
+    "few": "en",
+    "long": "en",
+    "never": "en",
+    "always": "en",
+    "might": "en",
+    "around": "en",
+    "high": "en",
+    "old": "en",
+    "contemplate": "en",
+    "ephemeral": "en",
+    "juxtapose": "en",
+    "melancholy": "en",
+    "nuance": "en",
+    "paradox": "en",
+    "quintessential": "en",
+    "serendipity": "en",
+    "ubiquitous": "en",
+    "vicarious": "en",
+    "zealous": "en",
+    "ambiguous": "en",
+    "benevolent": "en",
+    "candid": "en",
+    "diligent": "en",
+    "empathy": "en",
+    "frustrate": "en",
+    "genuine": "en",
+    "haphazard": "en",
+    "impeccable": "en",
+    "jubilant": "en",
+    "kinetic": "en",
+    "luminous": "en",
+    "meticulous": "en",
+    "nostalgia": "en",
+    "perception": "en",
+    "resilience": "en",
+    "sophisticated": "en",
+    "tenacious": "en",
+    "vulnerable": "en",
+    "analyze": "en",
+    "articulate": "en",
+    "collaborate": "en",
+    "cultivate": "en",
+    "elucidate": "en",
+    "enhance": "en",
+    "evaluate": "en",
+    "facilitate": "en",
+    "implement": "en",
+    "innovate": "en",
+    "integrate": "en",
+    "perceive": "en",
+    "procrastinate": "en",
+    "reiterate": "en",
+    "synthesize": "en",
+    "transform": "en",
+    "validate": "en",
+    "apple": "en",
+    "banana": "en",
+    "grape": "en",
+    "orange": "en",
+    "peach": "en",
+    "pear": "en",
+    "kiwi": "en",
+    "mango": "en",
+    "pineapple": "en",
+    "strawberry": "en",
+    "blueberry": "en",
+    "watermelon": "en",
+    "pomegranate": "en",
+    "apricot": "en",
+    "blackberry": "en",
+    "raspberry": "en",
+    "curiosity": "en",
+    "fulfillment": "en",
+    "endures": "en"
+}
diff --git a/VoPho/langtokenizers/multicoded.py b/VoPho/langtokenizers/multicoded.py
index 135838b..93cc224 100644
--- a/VoPho/langtokenizers/multicoded.py
+++ b/VoPho/langtokenizers/multicoded.py
@@ -279,7 +279,7 @@ def tokenize(self, text, group=True):
 
 # Main function
 if __name__ == "__main__":
-    input_text = "hello, how are you? the grandiosity of the matter is astonishing. 音素のテストを行うことは、発音の理解を深めるために重要です。"
+    input_text = "测试音素对于加深对发音的理解非常重要。 音素のテストを行うことは、発音の理解を深めるために重要です。"
     token = Tokenizer()
     processed_text = token.tokenize(input_text)
     print("Input text:")