diff --git a/.github/workflows/macos-build.sh b/.github/workflows/macos-build.sh
new file mode 100755
index 0000000..9f240b1
--- /dev/null
+++ b/.github/workflows/macos-build.sh
@@ -0,0 +1,49 @@
+#!/bin/bash
+
+X86_TRIPLET=x86_64-apple-macos10.9
+ARM_TRIPLET=arm64-apple-macos11
+
+git clone --depth=1 https://github.com/neubig/kytea.git
+cd kytea
+
+rm -rf src/lib/.libs-arm64 src/lib/.libs-x86_64 src/lib/.libs.combined
+
+./configure --host="arm-apple-darwin22.1.0 " CXX="clang++ -target $ARM_TRIPLET" CC="clang -target $ARM_TRIPLET"
+
+make clean
+make -j$(sysctl -n hw.logicalcpu_max)
+
+mv src/lib/.libs src/lib/.libs-arm64
+
+./configure --host="x86_64-apple-darwin20.6.0" CXX="clang++ -target $X86_TRIPLET" CC="clang -target $X86_TRIPLET"
+
+make clean
+make -j$(sysctl -n hw.logicalcpu_max)
+
+mv src/lib/.libs src/lib/.libs-x86_64
+
+rm -rf src/lib/.libs.combined
+mkdir src/lib/.libs.combined
+
+lipo -create src/lib/.libs-arm64/libkytea.0.dylib src/lib/.libs-x86_64/libkytea.0.dylib -output src/lib/.libs.combined/libkytea.0.dylib
+
+lipo -create src/lib/.libs-arm64/libkytea.a src/lib/.libs-x86_64/libkytea.a -output src/lib/.libs.combined/libkytea.a
+
+cp src/lib/.libs-arm64/libkytea.lai src/lib/.libs.combined/libkytea.lai
+
+ls -l src/lib/.libs-arm64/*.o | wihle read line; do
+    file=$(basename $file)
+    echo $file
+    lipo -create src/lib/.libs-arm64/$file src/lib/.libs-x86_64/$file -output src/lib/.libs.combined/$file
+done
+
+cd src/lib/.libs.combined
+ln -s libkytea.0.dylib libkytea.dylib
+ln -s ../libkytea.a libkytea.a
+cd ../../..
+mv src/lib/.libs.combined src/lib/.libs
+
+sudo make install
+cd ..
+
+python -m cibuildwheel --output-dir wheelhouse
diff --git a/.github/workflows/wheels.yml b/.github/workflows/wheels.yml
index 298bc9e..f6ed2b7 100644
--- a/.github/workflows/wheels.yml
+++ b/.github/workflows/wheels.yml
@@ -2,7 +2,6 @@ name: Build and upload to PyPI
 
 on:
   push:
-  pull_request:
   release:
     types:
       - published
@@ -109,13 +108,11 @@ jobs:
           cp  kytea\lib\libkytea.lib lib\kytea\
 
       - name: Build wheels
+        if: runner.os != 'macOS'
         env:
           CIBW_BUILD: cp${{ matrix.python }}-${{ matrix.platform_id }}
           CIBW_ARCHS: all
           CIBW_BUILD_VERBOSITY: 3
-          CIBW_REPAIR_WHEEL_COMMAND_MACOS: >
-            delocate-listdeps {wheel} &&
-            delocate-wheel --require-archs {delocate_archs} -w {dest_dir} -v {wheel}
           CIBW_BEFORE_ALL_LINUX: >
             yum install -y wget &&
             wget http://www.phontron.com/kytea/download/kytea-0.4.7.tar.gz &&
@@ -131,6 +128,17 @@ jobs:
             brew install kytea &&
             swig -Wall -c++ -python -shadow -I$(brew --prefix)/include lib/kytea/mykytea.i
         run: python -m cibuildwheel --output-dir wheelhouse
+      - name: Build wheels if macOS
+        if: runner.os == 'macOS'
+        env:
+          CIBW_BUILD: cp${{ matrix.python }}-${{ matrix.platform_id }}
+          CIBW_REPAIR_WHEEL_COMMAND_MACOS: >
+            delocate-listdeps {wheel} &&
+            delocate-wheel --require-archs {delocate_archs} -w {dest_dir} -v {wheel}
+          CIBW_ARCHS: x86_64,arm64,universal2
+          CIBW_PLATFORM: macos
+          CIBW_BUILD_VERBOSITY: 3
+        run: .github/workflows/macos-build.sh
 
       - uses: actions/upload-artifact@v4
         with: