diff --git a/.github/workflows/unittests.yml b/.github/workflows/unittests.yml
index b78f2b72..b6b4c542 100644
--- a/.github/workflows/unittests.yml
+++ b/.github/workflows/unittests.yml
@@ -46,12 +46,11 @@ jobs:
       - name: Install Python dependencies (Ubuntu)
         if: matrix.os == 'ubuntu-latest'
         run: |
-          python -m pip install .[audio,whisper-local,whisper-api]
+          python -m pip install .[dev,audio,whisper-local,whisper-api]
       - name: Install Python dependencies (Windows)
         if: matrix.os == 'windows-latest'
         run: |
-          python -m pip install .[whisper-local,whisper-api]
+          python -m pip install .[dev,whisper-local,whisper-api]
       - name: Test with unittest
         run: |
-          python -m doctest speech_recognition/recognizers/google.py -v
-          python -m unittest discover --verbose
+          pytest --doctest-modules -v speech_recognition/recognizers/ tests/
diff --git a/setup.cfg b/setup.cfg
index 659471f2..2aa8e236 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -7,6 +7,8 @@ universal=1
 dev =
     flake8
     rstcheck
+    pytest
+    pytest-randomly
 audio =
     PyAudio >= 0.2.11
 whisper-local =