First be sure when you add reference of System.Speech dll that it is .NET 4.0 version.
Then I think you miss a line here and may be the most important one.Just add a line..
recognitionEngine.LoadGrammar(CreateGrammerObject());
in your
recognitionEngine_SpeechRecognized event.