diff --git a/modelscope/msdatasets/dataset_cls/custom_datasets/audio/asr_dataset.py b/modelscope/msdatasets/dataset_cls/custom_datasets/audio/asr_dataset.py
index c0696615..326508e6 100644
--- a/modelscope/msdatasets/dataset_cls/custom_datasets/audio/asr_dataset.py
+++ b/modelscope/msdatasets/dataset_cls/custom_datasets/audio/asr_dataset.py
@@ -3,6 +3,8 @@
 import os
 
 from modelscope.msdatasets.ms_dataset import MsDataset
+from modelscope.utils.constant import DownloadMode
+from typing import Optional
 
 
 class ASRDataset(MsDataset):
@@ -33,16 +35,21 @@ class ASRDataset(MsDataset):
              dataset_name,
              namespace='speech_asr',
              train_set='train',
-             dev_set='validation'):
-        if os.path.exists(dataset_name):
-            data_dir = dataset_name
-            ds_dict = {}
-            ds_dict['train'] = cls.load_core(data_dir, train_set)
-            ds_dict['validation'] = cls.load_core(data_dir, dev_set)
-            ds_dict['raw_data_dir'] = data_dir
+             dev_set='validation',
+            download_mode: Optional[DownloadMode] = None):
+        if download_mode is not None:
+            ds_dict = MsDataset.load(
+                dataset_name=dataset_name, namespace=namespace, download_mode=download_mode)
             return ds_dict
         else:
-            from modelscope.msdatasets import MsDataset
-            ds_dict = MsDataset.load(
-                dataset_name=dataset_name, namespace=namespace)
-            return ds_dict
+            if os.path.exists(dataset_name):
+                data_dir = dataset_name
+                ds_dict = {}
+                ds_dict['train'] = cls.load_core(data_dir, train_set)
+                ds_dict['validation'] = cls.load_core(data_dir, dev_set)
+                ds_dict['raw_data_dir'] = data_dir
+                return ds_dict
+            else:
+                ds_dict = MsDataset.load(
+                    dataset_name=dataset_name, namespace=namespace)
+                return ds_dict