I found out Robolectric, which is exactly what I was looking for. I could have used mocks but then half of the unit tests will consist of mocks setups etc.
"a unit test framework that de-fangs the Android SDK jar so you can test-drive the development of your Android app. Tests run inside the JVM on your workstation in seconds."