Arduino Google speech api
You can use a special voice recognition shield (for example: EasyVR Shield 3.0 - Voice Recognition Shield) to integrate a simple and basic voice recognition. I think it's a very fast and easy prototyping way...

For the use of the more complex Google Speech Recognition I would use a more powerful microcontroller (such as Raspberry PI or something like that)...