Update README.md

README.md

@@ -36,14 +36,16 @@ import neologdn
 import MeCab
 import re
 from transformers.models.whisper.english_normalizer import BasicTextNormalizer
+
 wakati = MeCab.Tagger("-Owakati")
 special_characters = '[\,\、\。\．\「\」\…\？\・\!\-\;\:\"\“\%\‘\”\�]'
 
-def norm_everything(batch):
-    batch["sentence"] = neologdn.normalize(batch["sentence"]).strip()
-    batch["sentence"] = normalizer(batch["sentence"]).strip()
-    batch["sentence"] = wakati.parse(batch["sentence"]).strip()
-    batch["sentence"] = re.sub(special_characters,'', batch["sentence"]).strip()
-    return batch
+
+def norm_everything(batch): 
+    batch["sentence"] = neologdn.normalize(batch["sentence"]).strip() 
+    batch["sentence"] = normalizer(batch["sentence"]).strip() 
+    batch["sentence"] = wakati.parse(batch["sentence"]).strip() 
+    batch["sentence"] = re.sub(special_characters,'', batch["sentence"]).strip() 
+    return batch 
 
 ds = ds.map(norm_everything)