diff --git a/.github/workflows/test-text-postprocessing.yml b/.github/workflows/test-text-postprocessing.yml
new file mode 100644
index 0000000000..e76358e8ee
--- /dev/null
+++ b/.github/workflows/test-text-postprocessing.yml
@@ -0,0 +1,63 @@
+name: Validate text postprocessing
+
+on:
+  pull_request:
+    paths:
+      - "funasr/utils/postprocess_hotwords.py"
+      - "funasr/utils/postprocess_utils.py"
+      - "runtime/python/onnxruntime/funasr_onnx/utils/postprocess_utils.py"
+      - "runtime/python/libtorch/funasr_torch/utils/postprocess_utils.py"
+      - "tests/test_postprocess_hotwords.py"
+      - "tests/test_rich_transcription_postprocess.py"
+      - ".github/workflows/test-text-postprocessing.yml"
+  push:
+    branches: [main]
+    paths:
+      - "funasr/utils/postprocess_hotwords.py"
+      - "funasr/utils/postprocess_utils.py"
+      - "runtime/python/onnxruntime/funasr_onnx/utils/postprocess_utils.py"
+      - "runtime/python/libtorch/funasr_torch/utils/postprocess_utils.py"
+      - "tests/test_postprocess_hotwords.py"
+      - "tests/test_rich_transcription_postprocess.py"
+      - ".github/workflows/test-text-postprocessing.yml"
+
+permissions:
+  contents: read
+
+jobs:
+  text-postprocessing:
+    runs-on: ubuntu-24.04
+    timeout-minutes: 10
+    strategy:
+      fail-fast: false
+      matrix:
+        python: ["3.10", "3.12"]
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          ref: ${{ github.event.pull_request.head.sha || github.sha }}
+      - uses: actions/setup-python@v5
+        with:
+          python-version: ${{ matrix.python }}
+      - name: Install text test dependencies
+        run: python -m pip install pytest==8.1.1 pypinyin==0.55.0 rapidfuzz==3.14.5
+      - name: Record source and dependencies
+        run: |
+          git rev-parse HEAD | tee source-commit.txt
+          python -m pip freeze | tee resolved-dependencies.txt
+          python -m pip check
+          python -c "import pypinyin, rapidfuzz"
+      - name: Check hotword and rich transcription behavior without model weights
+        run: |
+          python -m pytest -q \
+            tests/test_postprocess_hotwords.py \
+            tests/test_rich_transcription_postprocess.py \
+            --junitxml=text-postprocessing-results.xml
+      - uses: actions/upload-artifact@v4
+        if: always()
+        with:
+          name: text-postprocessing-python-${{ matrix.python }}
+          path: |
+            source-commit.txt
+            resolved-dependencies.txt
+            text-postprocessing-results.xml
diff --git a/funasr/utils/postprocess_hotwords.py b/funasr/utils/postprocess_hotwords.py
index 5ff6183fa8..a86a2013ec 100644
--- a/funasr/utils/postprocess_hotwords.py
+++ b/funasr/utils/postprocess_hotwords.py
@@ -364,6 +364,11 @@ def _apply_fuzzy(self, text: str) -> Tuple[str, List[HotwordMatch]]:
                         # replace a Chinese character read "ai".
                         if (segment_latin and not target_latin) or (segment_han and not target_han):
                             continue
+                        # Cross-script correction needs a complete homophone:
+                        # "ai zhushou" can become "AI助手", but "duan" must
+                        # not gain the missing Latin prefix in "C端".
+                        if target_latin and not segment_latin and segment_py != target_py:
+                            continue
                         score = self._fuzz.ratio(segment_py, target_py) / 100.0
                         if score >= self.threshold:
                             candidates.append(
diff --git a/tests/test_postprocess_hotwords.py b/tests/test_postprocess_hotwords.py
index 330219d5ef..6dea9e2180 100644
--- a/tests/test_postprocess_hotwords.py
+++ b/tests/test_postprocess_hotwords.py
@@ -138,6 +138,23 @@ def test_fuzzy_keeps_latin_and_chinese_apart(self):
         matcher = PostprocessHotwordMatcher(fuzzy_targets=["AI助手"])
         self.assertEqual(matcher.apply_text("打开爱助手")[0], "打开AI助手")
 
+    def test_fuzzy_mixed_target_requires_complete_cross_script_homophone(self):
+        try:
+            import pypinyin  # noqa: F401
+            import rapidfuzz  # noqa: F401
+        except ImportError:
+            self.skipTest("pypinyin and rapidfuzz are required for fuzzy tests")
+
+        matcher = PostprocessHotwordMatcher(fuzzy_targets=["C端"])
+        for text in ["这个端口", "端", "端口2024", "C端产品"]:
+            with self.subTest(text=text):
+                self.assertEqual(matcher.apply_text(text), (text, []))
+        self.assertEqual(matcher.apply_text("C段产品")[0], "C端产品")
+
+        matcher = PostprocessHotwordMatcher(fuzzy_targets=["AI助手"])
+        self.assertEqual(matcher.apply_text("打开爱助手")[0], "打开AI助手")
+        self.assertEqual(matcher.apply_text("打开AI助守")[0], "打开AI助手")
+
     def test_missing_fuzzy_dependency_raises(self):
         with mock.patch.object(
             postprocess_hotwords,