10. A computer-readable storage device comprising computer-executable instructions that when executed by a processor enable a recognition system, comprising: a constraints component of multiple context-specific constraints configured to perform independent recognition processing of a same input along multiple recognition paths into respective multiple recognition results, wherein separate constraint instances taken together provide an overall context domain for the input; and a reconciliation component configured to generate a dynamic grammar using the multiple recognition results, and configured to perform regression analysis to assign relative weights to each of the recognition paths in the dynamic grammar and to determine a final recognition result.
10. A computer-readable storage device comprising computer-executable instructions that when executed by a processor enable a recognition system, comprising: a constraints component of multiple context-specific constraints configured to perform independent recognition processing of a same input along multiple recognition paths into respective multiple recognition results, wherein separate constraint instances taken together provide an overall context domain for the input; and a reconciliation component configured to generate a dynamic grammar using the multiple recognition results, and configured to perform regression analysis to assign relative weights to each of the recognition paths in the dynamic grammar and to determine a final recognition result. 14. The computer-readable storage device of claim 10 , wherein the reconciliation component reconciles the recognition results by employing regression analysis prior to re-recognition to determine the final recognition result.