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:
Dec. 18, 2018

Filed:

Jun. 29, 2017
Applicant:

Microsoft Technology Licensing, Llc, Redmond, WA (US);

Inventors:

Sebastian Nowozin, Cambridge, GB;

Ryota Tomioka, Cambridge, GB;

Diane Bouchacourt, Oxford, GB;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H03M 7/34 (2006.01); H04N 19/149 (2014.01); G10L 15/14 (2006.01); G06F 17/30 (2006.01); H03M 7/30 (2006.01); H03M 7/40 (2006.01); H04N 9/04 (2006.01);
U.S. Cl.
CPC ...
H04N 19/149 (2014.11); G10L 15/144 (2013.01); G06F 17/30598 (2013.01); H03M 7/30 (2013.01); H03M 7/40 (2013.01); H04N 9/045 (2013.01);
Abstract

A data compression apparatus is described which has an encoder configured to receive an input data item and to compress the data item into an encoding comprising a plurality of numerical values. The numerical values are grouped at least according to whether they relate to content of the input data item or style of the input data item. The encoder has been trained using a plurality of groups of training data items grouped according to the content and where training data items within individual ones of the groups vary with respect to the style. The encoder has been trained using a training objective which takes into account the groups.


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