×

AUTOMATED DOCUMENT IDENTIFICATION AND LANGUAGE DICTATION RECOGNITION SYSTEMS AND METHODS FOR USING THE SAME

  • US 20170294190A1
  • Filed: 06/15/2017
  • Published: 10/12/2017
  • Est. Priority Date: 10/05/2010
  • Status: Active Grant
First Claim
Patent Images

1. A computerized method for automated identification of verbal records to improve a textual transcript, the method comprising the steps of:

  • selecting a plurality of verbal records from a database, the each of the plurality of verbal records comprising supporting information;

    processing the each of the verbal records into a feature vector comprising a plurality of verbal record feature vectors;

    creating a plurality of basic classifiers;

    evaluating the each of the plurality of basic classifiers;

    creating a plurality of boosted classifiers, the each of the plurality of boosted classifiers being a combination of the each of the plurality of basic classifiers;

    testing the performance of the each of the boosted classifiers on a test set of training vectors, and determining which of the each of the boosted classifiers performed the best;

    adding one of the plurality of basic classifiers to the boosted classifier, based on a first vector weight;

    testing the performance of the boosted classifiers;

    adjusting the first vector weight and testing the performance of the each of the boosted classifiers on the test set of training vectors, and determining which of the each of the boosted classifiers performs the best;

    selecting a best boosted classifier; and

    saving the best boosted classifier and supporting structures.

View all claims
  • 0 Assignments
Timeline View
Assignment View
    ×
    ×