diff --git a/.github/workflows/actions.yml b/.github/workflows/actions.yml
new file mode 100644
index 0000000..c99f097
--- /dev/null
+++ b/.github/workflows/actions.yml
@@ -0,0 +1,58 @@
+name: CI
+
+permissions:
+  pull-requests: write
+  issues: write
+  repository-projects: write
+  contents: write
+
+on:
+  pull_request:
+  push:
+    branches: [master]
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v3
+      - name: Set up Python
+        uses: actions/setup-python@v3
+        with:
+          python-version: "3.10"
+          cache: pip
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip setuptools wheel build pytest
+          python -m pip install torch torchaudio --index-url https://download.pytorch.org/whl/cpu
+          python -m pip install -r requirements.txt
+      - name: Build package
+        run: python -m build
+      - name: Publish package
+        if: startsWith(github.ref, 'refs/tags/v')
+        uses: pypa/gh-action-pypi-publish@27b31702a0e7fc50959f5ad993c78deac1bdfc29
+        with:
+          user: __token__
+          password: ${{ secrets.PYPI_TOKEN }}
+
+  test:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v3
+      - name: Set up Python
+        uses: actions/setup-python@v3
+        with:
+          python-version: "3.10"
+          cache: pip
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip setuptools wheel build pytest
+          python -m pip install torch torchaudio --index-url https://download.pytorch.org/whl/cpu
+          python -m pip install -r requirements.txt
+      - name: Run tests
+        run: pytest --junitxml=.test-report.xml
+      - uses: actions/upload-artifact@v3
+        if: success() || failure()
+        with:
+          name: test-report
+          path: .test-report.xml
diff --git a/.github/workflows/python-publish.yml b/.github/workflows/python-publish.yml
deleted file mode 100644
index 2f6383c..0000000
--- a/.github/workflows/python-publish.yml
+++ /dev/null
@@ -1,37 +0,0 @@
-name: Upload Python Package
-
-on:
-  push:
-    tags:
-      - "v*"
-
-permissions:
-  contents: read
-
-jobs:
-  deploy:
-
-    runs-on: ubuntu-latest
-
-    steps:
-    - uses: actions/checkout@v3
-    - name: Set up Python
-      uses: actions/setup-python@v3
-      with:
-        python-version: '3.10'
-    - name: Install dependencies
-      run: |
-        python -m pip install --upgrade pip setuptools wheel build pytest
-        python -m pip install torch torchaudio --index-url https://download.pytorch.org/whl/cpu
-        python -m pip install -r requirements.txt
-# TODO
-#    - name: Run tests
-#      run: |
-#        pytest
-    - name: Build package
-      run: RAVE_VERSION=${{  github.ref_name }} python -m build
-    - name: Publish package
-      uses: pypa/gh-action-pypi-publish@27b31702a0e7fc50959f5ad993c78deac1bdfc29
-      with:
-        user: __token__
-        password: ${{ secrets.PYPI_TOKEN }}
diff --git a/.github/workflows/test-report.yml b/.github/workflows/test-report.yml
new file mode 100644
index 0000000..9208b68
--- /dev/null
+++ b/.github/workflows/test-report.yml
@@ -0,0 +1,21 @@
+name: "Test Report"
+on:
+  workflow_run:
+    workflows: ["CI"]
+    types:
+      - completed
+
+permissions:
+  contents: read
+  actions: read
+  checks: write
+jobs:
+  report:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: dorny/test-reporter@v1
+        with:
+          artifact: test-report
+          name: Test report
+          path: "*.xml"
+          reporter: jest-junit
diff --git a/.gitignore b/.gitignore
index 3e016e6..06b9a52 100644
--- a/.gitignore
+++ b/.gitignore
@@ -11,4 +11,5 @@ runs
 *.yaml
 *.onnx
 __version__*
-PKG-INFO
\ No newline at end of file
+PKG-INFO
+.junit-test-report.xml
diff --git a/rave/__init__.py b/rave/__init__.py
index 7779bc8..efec997 100644
--- a/rave/__init__.py
+++ b/rave/__init__.py
@@ -4,12 +4,14 @@
 import gin
 import torch
 
+
 BASE_PATH: Path = Path(__file__).parent
 
 gin.add_config_file_search_path(BASE_PATH)
 gin.add_config_file_search_path(BASE_PATH.joinpath('configs'))
 gin.add_config_file_search_path(BASE_PATH.joinpath('configs', 'augmentations'))
 
+
 def __safe_configurable(name):
     try: 
         setattr(cc, name, gin.get_configurable(f"cc.{name}"))
diff --git a/rave/version.py b/rave/version.py
new file mode 100644
index 0000000..55e4709
--- /dev/null
+++ b/rave/version.py
@@ -0,0 +1 @@
+__version__ = "2.3.0"
diff --git a/setup.py b/setup.py
index 0a67b5e..32c6336 100644
--- a/setup.py
+++ b/setup.py
@@ -3,7 +3,8 @@
 
 import setuptools
 
-version = os.environ["RAVE_VERSION"]
+# imports __version__
+exec(open('rave/version.py').read())
 
 with open("README.md", "r") as readme:
     readme = readme.read()
@@ -13,7 +14,7 @@
 
 setuptools.setup(
     name="acids-rave",
-    version=version,
+    version=__version__,  # type: ignore
     author="Antoine CAILLON",
     author_email="caillon@ircam.fr",
     description="RAVE: a Realtime Audio Variatione autoEncoder",