diff --git a/.github/workflows/publish-docker.yml b/.github/workflows/publish-docker.yml
new file mode 100644
index 0000000..6f5a605
--- /dev/null
+++ b/.github/workflows/publish-docker.yml
@@ -0,0 +1,51 @@
+name: Publish Docker image
+
+on:
+  push:
+    branches: [main]
+  release:
+    types: [published]
+  workflow_dispatch:
+
+jobs:
+  build_and_push:
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        include:
+          - image_name: "python:3.11-slim"
+            gpu_type: "other"
+            platforms: "linux/amd64,linux/arm64/v8"
+            tag_name: "other"
+          - image_name: "nvidia/cuda:12.1.1-devel-ubuntu22.04"
+            gpu_type: "nvidia"
+            platforms: "linux/amd64"
+            tag_name: "cuda"
+
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v4
+
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v3
+
+      - name: Login to GitHub Container Registry
+        uses: docker/login-action@v3
+        with:
+          registry: ghcr.io
+          username: ${{ github.actor }}
+          password: ${{ secrets.GITHUB_TOKEN }}
+
+      - name: Build and push Docker image
+        uses: docker/build-push-action@v5
+        with:
+          context: .
+          file: ./Dockerfile
+          platforms: ${{ matrix.platforms }}
+          push: true
+          tags: |
+            ghcr.io/josh-xt/alltalk_tts:${{ matrix.tag_name }}
+            ghcr.io/josh-xt/alltalk_tts:${{ matrix.tag_name }}-${{ github.sha }}
+          build-args: |
+            image_name=${{ matrix.image_name }}
+            gpu_type=${{ matrix.gpu_type }}
diff --git a/Dockerfile b/Dockerfile
index 1624570..5a3a349 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,5 @@
-FROM python:3.11-slim
+ARG image_name=python:3.11-slim
+FROM ${image_name}
 WORKDIR /app
 COPY . .
 # Argument for specifying the GPU type, defaulting to "other"