The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jun. 23, 2015

Filed:

Aug. 08, 2012
Applicants:

Leonid Rachevsky, Ossining, NY (US);

Dimitri Kanevsky, Ossining, NY (US);

Bhuvana Ramabhadran, Mount Kisco, NY (US);

Inventors:

Leonid Rachevsky, Ossining, NY (US);

Dimitri Kanevsky, Ossining, NY (US);

Bhuvana Ramabhadran, Mount Kisco, NY (US);

Assignee:

Nuance Communications, Inc., Burlington, MA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G10L 15/06 (2013.01); G10L 15/14 (2006.01); G06N 99/00 (2010.01); G06K 9/62 (2006.01);
U.S. Cl.
CPC ...
G10L 15/063 (2013.01); G06N 99/005 (2013.01); G06K 9/6232 (2013.01); G06K 9/6269 (2013.01);
Abstract

Some aspects include transforming data, at least a portion of which has been processed to determine frequency information associated with features in the data. Techniques include determining a first transformation based, at least in part, on the frequency information, applying at least the first transformation to the data to obtain transformed data, and fitting a plurality of clusters to the transformed data to obtain a plurality of established clusters. Some aspects include classifying input data by transforming the input data using at least the first transformation and comparing the transformed input data to the established clusters.


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