diff --git a/modelscope/pipelines/audio/asr_inference_pipeline.py b/modelscope/pipelines/audio/asr_inference_pipeline.py
index b9c0bd03..08b21c30 100644
--- a/modelscope/pipelines/audio/asr_inference_pipeline.py
+++ b/modelscope/pipelines/audio/asr_inference_pipeline.py
@@ -387,8 +387,9 @@ class AutomaticSpeechRecognitionPipeline(Pipeline):
         ]
 
         for user_args in user_args_dict:
-            if user_args in extra_args and extra_args[user_args] is not None:
-                cmd[user_args] = extra_args[user_args]
+            if user_args in extra_args:
+                if extra_args.get(user_args) is not None:
+                    cmd[user_args] = extra_args[user_args]
                 del extra_args[user_args]
 
         return cmd
diff --git a/modelscope/pipelines/audio/lm_infer_pipeline.py b/modelscope/pipelines/audio/lm_infer_pipeline.py
index 75d835d6..0e252399 100644
--- a/modelscope/pipelines/audio/lm_infer_pipeline.py
+++ b/modelscope/pipelines/audio/lm_infer_pipeline.py
@@ -192,8 +192,9 @@ class LanguageModelPipeline(Pipeline):
         ]
 
         for user_args in user_args_dict:
-            if user_args in extra_args and extra_args[user_args] is not None:
-                cmd[user_args] = extra_args[user_args]
+            if user_args in extra_args:
+                if extra_args.get(user_args) is not None:
+                    cmd[user_args] = extra_args[user_args]
                 del extra_args[user_args]
 
         return cmd
diff --git a/modelscope/pipelines/audio/punctuation_processing_pipeline.py b/modelscope/pipelines/audio/punctuation_processing_pipeline.py
index 3ab3481d..53bc82ad 100644
--- a/modelscope/pipelines/audio/punctuation_processing_pipeline.py
+++ b/modelscope/pipelines/audio/punctuation_processing_pipeline.py
@@ -144,8 +144,9 @@ class PunctuationProcessingPipeline(Pipeline):
         ]
 
         for user_args in user_args_dict:
-            if user_args in extra_args and extra_args[user_args] is not None:
-                cmd[user_args] = extra_args[user_args]
+            if user_args in extra_args:
+                if extra_args.get(user_args) is not None:
+                    cmd[user_args] = extra_args[user_args]
                 del extra_args[user_args]
 
         return cmd
diff --git a/modelscope/pipelines/audio/speaker_diarization_pipeline.py b/modelscope/pipelines/audio/speaker_diarization_pipeline.py
index 71715ecd..3cf8bce7 100644
--- a/modelscope/pipelines/audio/speaker_diarization_pipeline.py
+++ b/modelscope/pipelines/audio/speaker_diarization_pipeline.py
@@ -199,12 +199,13 @@ class SpeakerDiarizationPipeline(Pipeline):
 
         # rewrite the config with user args
         for user_args in user_args_dict:
-            if user_args in extra_args and extra_args[user_args] is not None:
-                if isinstance(cmd[user_args], dict) and isinstance(
-                        extra_args[user_args], dict):
-                    cmd[user_args].update(extra_args[user_args])
-                else:
-                    cmd[user_args] = extra_args[user_args]
+            if user_args in extra_args:
+                if extra_args.get(user_args) is not None:
+                    if isinstance(cmd[user_args], dict) and isinstance(
+                            extra_args[user_args], dict):
+                        cmd[user_args].update(extra_args[user_args])
+                    else:
+                        cmd[user_args] = extra_args[user_args]
                 del extra_args[user_args]
 
         return cmd
diff --git a/modelscope/pipelines/audio/speaker_verification_pipeline.py b/modelscope/pipelines/audio/speaker_verification_pipeline.py
index e576885a..7eace5ea 100644
--- a/modelscope/pipelines/audio/speaker_verification_pipeline.py
+++ b/modelscope/pipelines/audio/speaker_verification_pipeline.py
@@ -166,12 +166,13 @@ class SpeakerVerificationPipeline(Pipeline):
 
         # rewrite the config with user args
         for user_args in user_args_dict:
-            if user_args in extra_args and extra_args[user_args] is not None:
-                if isinstance(cmd[user_args], dict) and isinstance(
-                        extra_args[user_args], dict):
-                    cmd[user_args].update(extra_args[user_args])
-                else:
-                    cmd[user_args] = extra_args[user_args]
+            if user_args in extra_args:
+                if extra_args.get(user_args) is not None:
+                    if isinstance(cmd[user_args], dict) and isinstance(
+                            extra_args[user_args], dict):
+                        cmd[user_args].update(extra_args[user_args])
+                    else:
+                        cmd[user_args] = extra_args[user_args]
                 del extra_args[user_args]
 
         return cmd
diff --git a/modelscope/pipelines/audio/timestamp_pipeline.py b/modelscope/pipelines/audio/timestamp_pipeline.py
index 0968b359..d21207d9 100644
--- a/modelscope/pipelines/audio/timestamp_pipeline.py
+++ b/modelscope/pipelines/audio/timestamp_pipeline.py
@@ -267,8 +267,9 @@ class TimestampPipeline(Pipeline):
         ]
 
         for user_args in user_args_dict:
-            if user_args in extra_args and extra_args[user_args] is not None:
-                cmd[user_args] = extra_args[user_args]
+            if user_args in extra_args:
+                if extra_args.get(user_args) is not None:
+                    cmd[user_args] = extra_args[user_args]
                 del extra_args[user_args]
 
         return cmd
diff --git a/modelscope/pipelines/audio/voice_activity_detection_pipeline.py b/modelscope/pipelines/audio/voice_activity_detection_pipeline.py
index 0121b242..2ffa2181 100644
--- a/modelscope/pipelines/audio/voice_activity_detection_pipeline.py
+++ b/modelscope/pipelines/audio/voice_activity_detection_pipeline.py
@@ -212,8 +212,9 @@ class VoiceActivityDetectionPipeline(Pipeline):
         ]
 
         for user_args in user_args_dict:
-            if user_args in extra_args and extra_args[user_args] is not None:
-                cmd[user_args] = extra_args[user_args]
+            if user_args in extra_args:
+                if extra_args.get(user_args) is not None:
+                    cmd[user_args] = extra_args[user_args]
                 del extra_args[user_args]
 
         return cmd