diff --git a/CMakeLists.txt b/CMakeLists.txt
index 2457641..ce7b7e7 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -18,6 +18,12 @@ set(CMAKE_INSTALL_RPATH_USE_LINK_PATH TRUE)
 set(CMAKE_INSTALL_RPATH "$ORIGIN")
 set(CMAKE_BUILD_RPATH "$ORIGIN")
 
+set(BUILD_SHARED_LIBS ON)
+if(WIN32)
+  message(STATUS "Set BUILD_SHARED_LIBS to OFF for Windows")
+  set(BUILD_SHARED_LIBS OFF CACHE BOOL "" FORCE)
+endif()
+
 if(NOT CMAKE_BUILD_TYPE)
   message(STATUS "No CMAKE_BUILD_TYPE given, default to Release")
   set(CMAKE_BUILD_TYPE Release)
diff --git a/kaldifeat/csrc/CMakeLists.txt b/kaldifeat/csrc/CMakeLists.txt
index 7e6f943..39f2c1c 100644
--- a/kaldifeat/csrc/CMakeLists.txt
+++ b/kaldifeat/csrc/CMakeLists.txt
@@ -12,7 +12,7 @@ set(kaldifeat_srcs
   online-feature.cc
 )
 
-add_library(kaldifeat_core SHARED ${kaldifeat_srcs})
+add_library(kaldifeat_core ${kaldifeat_srcs})
 target_link_libraries(kaldifeat_core PUBLIC ${TORCH_LIBRARIES})
 
 target_compile_definitions(kaldifeat_core PUBLIC KALDIFEAT_TORCH_VERSION_MAJOR=${KALDIFEAT_TORCH_VERSION_MAJOR})