diff --git a/funasr/bin/train.py b/funasr/bin/train.py
index b0d46e7e4..21e1943cd 100755
--- a/funasr/bin/train.py
+++ b/funasr/bin/train.py
@@ -272,8 +272,8 @@ def get_parser():
     parser.add_argument(
         "--init_param",
         type=str,
+        action="append",
         default=[],
-        nargs="*",
         help="Specify the file path used for initialization of parameters. "
              "The format is '<file_path>:<src_key>:<dst_key>:<exclude_keys>', "
              "where file_path is the model file path, "
@@ -519,6 +519,12 @@ if __name__ == '__main__':
         dtype=getattr(torch, args.train_dtype),
         device="cuda" if args.ngpu > 0 else "cpu",
     )
+    for t in args.freeze_param:
+        for k, p in model.named_parameters():
+            if k.startswith(t + ".") or k == t:
+                logging.info(f"Setting {k}.requires_grad = False")
+                p.requires_grad = False
+
     optimizers = build_optimizer(args, model=model)
     schedulers = build_scheduler(args, optimizers)