diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 337085f..4128867 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -52,17 +52,10 @@ jobs:
       - name: Update pip
         run: python -m pip install --upgrade pip
 
-      - name: Lint with flake8, black and isort
+      - name: Check styling with pre-commit
         run: |
-          pip install -e .[dev]
-          flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics
-          black . --check --config pyproject.toml
-          isort -c .
-          flake8 . --count --exit-zero --max-complexity=10 --max-line-length=120 --statistics
-
-      - name: Install Numpy
-        run: >
-          pip install numpy
+          pre-commit install
+          pre-commit run --all-files
 
       - name: Install PyTorch on Linux and Windows
         if: >
@@ -75,6 +68,7 @@ jobs:
       - name: Install PyTorch on MacOS
         if: matrix.operating-system == 'macos-latest'
         run: pip install torch==${{ matrix.torch-version }}
+      - name: Install PyTorch on Linux and Windows
 
       - name: Install whisperplus package from local setup.py
         run: >