fix #2587: Resolve VAD multithreading issue (#2613)

* Fix crash in ASR tasks when lm is set to none in #2237

* fix #2587: Resolve VAD multithreading issue

* Update funasr/models/fsmn_vad_streaming/model.py

ok

Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

---------

Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

SECURITY.md

@@ -0,0 +1,11 @@
+# Security Policy
+
+## Reporting a Vulnerability
+
+If you believe you have discovered a security vulnerability, please report it to us through the following portal:
+
+👉[Report Security Issue](https://yundun.console.aliyun.com/?p=xznew#/taskmanagement/tasks/detail/153)
+
+> **Note:** This channel is strictly for reporting security-related issues. Non-security vulnerabilities or general bug reports will not be addressed here.
+
+We sincerely appreciate your responsible disclosure and your contribution to helping us keep our project secure.

funasr/models/fsmn_vad_streaming/model.py

@@ -652,10 +652,11 @@ class FsmnVADStreaming(nn.Module):
         key: list = None,
         tokenizer=None,
         frontend=None,
-        cache: dict = {},
+        cache: dict = None,
         **kwargs,
     ):
-
+        if cache is None:
+            cache = {}
         if len(cache) == 0:
             self.init_cache(cache, **kwargs)
 

runtime/python/onnxruntime/funasr_onnx/utils/utils.py

@@ -221,10 +221,10 @@ class OrtInferSession:
                 RuntimeWarning,
             )
 
-    def __call__(self, input_content: List[Union[np.ndarray, np.ndarray]]) -> np.ndarray:
+    def __call__(self, input_content: List[Union[np.ndarray, np.ndarray]], run_options = None) -> np.ndarray:
         input_dict = dict(zip(self.get_input_names(), input_content))
         try:
-            return self.session.run(self.get_output_names(), input_dict)
+            return self.session.run(self.get_output_names(), input_dict, run_options)
         except Exception as e:
             raise ONNXRuntimeError("ONNXRuntime inferece failed.") from e