In this subproject of the research association "FitForAge" a modern speech recognition system should be developed, which allows for natural interaction with the integrated, senior citizen adapted house. For an intuitive handling the dialog system should recognize and interpret continuous speech. The stand-alone system should work in the backround, so it doesn't unsettle the elders with complexity.