diff --git a/preprocess_v2.py b/preprocess_v2.py
index 14bc16b..54cd4c4 100644
--- a/preprocess_v2.py
+++ b/preprocess_v2.py
@@ -111,7 +111,7 @@ if __name__ == "__main__":
             path, speaker, txt = line.split("|")
             if len(txt) > 150:
                 continue
-            cleaned_text = text._clean_text(txt, hps['data']['text_cleaners'])
+            cleaned_text = text._clean_text(txt, hps['data']['text_cleaners']).replace("[ZH]", "")
             cleaned_text += "\n" if not cleaned_text.endswith("\n") else ""
             cleaned_new_annos.append(path + "|" + str(speaker2id[speaker]) + "|" + cleaned_text)
 
diff --git a/text/cleaners.py b/text/cleaners.py
index 4a8696a..6c7b809 100644
--- a/text/cleaners.py
+++ b/text/cleaners.py
@@ -39,7 +39,7 @@ def korean_cleaners(text):
 
 def chinese_cleaners(text):
     from pypinyin import Style, pinyin
-
+    text = text.replace("[ZH]", "")
     phones = [phone[0] for phone in pinyin(text, style=Style.TONE3)]
     return ' '.join(phones)