diff --git a/bert_gen.py b/bert_gen.py
index 3aedb63..d873223 100644
--- a/bert_gen.py
+++ b/bert_gen.py
@@ -39,8 +39,14 @@ def process_line(line):
         assert bert.shape[-1] == len(phone)
         torch.save(bert, bert_path)
 
-with open(hps.data.training_files, encoding='utf-8') as f:
-    lines = f.readlines()
+
+lines = []
+with open(hps.data.training_files) as f:
+    lines.extend(f.readlines())
+
+with open(hps.data.validation_files) as f:
+    lines.extend(f.readlines())
+
 
 with Pool(processes=12) as pool: #A100 suitable config,if coom,please decrease the processess number.
     for _ in tqdm(pool.imap_unordered(process_line, lines)):