diff --git a/cmake/external_libs/icu4c.cmake b/cmake/external_libs/icu4c.cmake
index 7d13e4fd2a..af69328e55 100644
--- a/cmake/external_libs/icu4c.cmake
+++ b/cmake/external_libs/icu4c.cmake
@@ -9,11 +9,11 @@ else()
             LIBS ${LIB_ICU_COMMON} ${LIB_ICU_DATA} ${LIB_ICU_I18N}
             URL https://github.com/unicode-org/icu/archive/release-67-1.tar.gz
             MD5 0c2662a2b0bc80b0eb56495205247c8f
-            CONFIGURE_COMMAND ./icu4c/source/runConfigureICU Linux --enable-rpath --disable-tests --disable-samples --disable-icuio --disable-extras ICU_DATA_FILTER_FILE=${CMAKE_SOURCE_DIR}/third_party/icu4c/filter.json
+            CONFIGURE_COMMAND ${CMAKE_SOURCE_DIR}/scripts/build_icu4c.sh
             )
     include_directories(${icu4c_INC})
     add_library(mindspore::icuuc ALIAS icu4c::${LIB_ICU_COMMON})
     add_library(mindspore::icudata ALIAS icu4c::${LIB_ICU_DATA})
     add_library(mindspore::icui18n ALIAS icu4c::${LIB_ICU_I18N})
     add_definitions(-D ENABLE_ICU4C)
-endif()
\ No newline at end of file
+endif()
diff --git a/scripts/build_icu4c.sh b/scripts/build_icu4c.sh
new file mode 100755
index 0000000000..c7f21b756f
--- /dev/null
+++ b/scripts/build_icu4c.sh
@@ -0,0 +1,8 @@
+#!/bin/bash
+echo '{
+  "strategy": "additive",
+  "featureFilters": {
+    "normalization": "include"
+  }
+}' > filter.json
+./icu4c/source/runConfigureICU Linux --enable-rpath --disable-tests --disable-samples --disable-icuio --disable-extras ICU_DATA_FILTER_FILE=filter.json "$@"
diff --git a/third_party/icu4c/filter.json b/third_party/icu4c/filter.json
deleted file mode 100644
index b3decad8fb..0000000000
--- a/third_party/icu4c/filter.json
+++ /dev/null
@@ -1,6 +0,0 @@
-{
-  "strategy": "additive",
-  "featureFilters": {
-    "normalization": "include"
-  }
-}
\ No newline at end of file