update workflow2

Author: bigsk1

.github/workflows/python-app.yml

@@ -1,6 +1,3 @@
-# This workflow will install Python dependencies, run tests and lint with a single version of Python
-# For more information see: https://docs.github.com/en/actions/automating-builds-and-tests/building-and-testing-python
-
 name: Python application
 
 on:
@@ -13,17 +10,37 @@ permissions:
 jobs:
   build:
     runs-on: ubuntu-latest
-
     steps:
     - uses: actions/checkout@v4
+    
     - name: Set up Python 3.10
       uses: actions/setup-python@v4
       with:
-        python-version: "3.10"
-    - name: Lint with flake8
+        python-version: "3.10.14"
+    
+    - name: Update pip and install build tools
+      run: |
+        python -m pip install --upgrade pip
+        pip install wheel setuptools Cython
+
+    - name: Install system dependencies
+      run: |
+        sudo apt-get update
+        sudo apt-get install -y portaudio19-dev python3-dev build-essential
+
+    - name: Install PyTorch dependencies first
+      run: |
+        pip install torch==2.3.1+cu121 torchaudio==2.3.1+cu121 torchvision==0.18.1+cu121 -f https://download.pytorch.org/whl/torch_stable.html
+
+    - name: Install other dependencies
+      run: |
+        pip install -r requirements.txt
+
+    - name: Run tests
       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
+        pytest tests/ --cov=./ --cov-report=xml
 
+    - name: Upload coverage reports to Codecov
+      uses: codecov/codecov-action@v3
+      env:
+        CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}