diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml
index 66281a4..ac37839 100644
--- a/.github/workflows/python-package.yml
+++ b/.github/workflows/python-package.yml
@@ -16,14 +16,13 @@ on:
 
 jobs:
   build:
-
     runs-on: ubuntu-latest
     strategy:
       matrix:
         python-version: ["3.9", "3.10", "3.11"]
 
     steps:
-    - uses: actions/checkout@v2
+    - uses: actions/checkout@v4
 
     - name: install ffmpeg
       run: |
@@ -44,24 +43,70 @@ jobs:
         cached: ${{ steps.cache-llvm.outputs.cache-hit }}
 
     - name: Set up Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v2
+      uses: actions/setup-python@v5
       with:
         python-version: ${{ matrix.python-version }}
+        cache: 'pip'
 
-    - name: Cache pip
-      uses: actions/cache@v2
+    - name: Install dependencies
+      run: |
+        sudo apt install libsndfile1-dev
+        python -m pip install wheel
+        python -m pip install --upgrade pip
+        python -m pip install flake8
+        pip install -e .[visrecognize,noisereduce,test]
+
+    - name: Lint with flake8
+      run: |
+        # stop the build if there are Python syntax errors or undefined names
+        flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics
+        # exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide
+        flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics
+
+    - name: Test with pytest
+      run: |
+        pytest
+
+
+
+
+  build-windows:
+    runs-on: windows-latest
+    strategy:
+      matrix:
+        python-version: ["3.9", "3.10", "3.11"]
+
+    steps:
+    - uses: actions/checkout@v4
+    - uses: FedericoCarboni/setup-ffmpeg@v3
+      id: setup-ffmpeg
+      with:
+        ffmpeg-version: release
+        linking-type: static
+        github-token: ${{ github.server_url == 'https://github.com' && github.token || '' }}
+
+    # - name: Cache LLVM and Clang
+    #   id: cache-llvm
+    #   uses: actions/cache@v2
+    #   with:
+    #     path: ${{ runner.temp }}/llvm
+    #     key: llvm-10.0
+    #
+    # - name: Install LLVM and Clang
+    #   uses: KyleMayes/install-llvm-action@v1
+    #   with:
+    #     version: "10.0"
+    #     directory: ${{ runner.temp }}/llvm
+    #     cached: ${{ steps.cache-llvm.outputs.cache-hit }}
+
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v5
       with:
-        # This path is specific to Ubuntu
-        path: ~/.cache/pip
-        # Look to see if there is a cache hit for the corresponding requirements file
-        key: ${{ runner.os }}-pip-${{ hashFiles('requirements.txt') }}
-        restore-keys: |
-          ${{ runner.os }}-pip-
-          ${{ runner.os }}-
+        python-version: ${{ matrix.python-version }}
+        cache: 'pip'
 
     - name: Install dependencies
       run: |
-        sudo apt install libsndfile1-dev
         python -m pip install wheel
         python -m pip install --upgrade pip
         python -m pip install flake8