diff --git a/paddlespeech/t2s/exps/syn_utils.py b/paddlespeech/t2s/exps/syn_utils.py
index 4f2d1246d..b2800102e 100644
--- a/paddlespeech/t2s/exps/syn_utils.py
+++ b/paddlespeech/t2s/exps/syn_utils.py
@@ -592,7 +592,7 @@ def get_predictor(
 
     # after paddle 3.0, support new inference interface
     if paddlespeech.utils.satisfy_paddle_version('3.0.0-beta'):
-        model_name = str(model_file).rstrip('.pdmodel')
+        model_name = ''.join(str(model_file).rsplit('.', 1)[:-1])
         assert model_name == str(params_file).rstrip(
             '.pdiparams'
         ), "The prefix of model_file and params_file should be same."