You need Android Wear running. Check on that, and if you have the update. I just factory reset my phone, and worried it would break Pebble, but it didn't. And yes, the voice feature works just fine.
But the Android Wear app stops running all the time. That's likely related to your problem. Perhaps reinstall Android Wear.
Hope this helps.