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.
Patent No.:
Date of Patent:
Aug. 01, 2017
Filed:
Feb. 21, 2014
Applicant:
Adobe Systems Incorporated;
Inventors:
Nicolas Maurice Boulanger-Lewandowski, Longueuil, CA;
Gautham J. Mysore, San Francisco, CA (US);
Matthew Douglas Hoffman, San Francisco, CA (US);
Assignee:
Adobe Systems Incorporated, San Jose, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G10L 21/0272 (2013.01); G10L 21/028 (2013.01); G10L 21/0308 (2013.01); G06N 3/04 (2006.01);
U.S. Cl.
CPC ...
G06N 3/0445 (2013.01); G10L 21/028 (2013.01); G10L 21/0272 (2013.01); G10L 21/0308 (2013.01);
Abstract
Sound processing techniques using recurrent neural networks are described. In one or more implementations, temporal dependencies are captured in sound data that are modeled through use of a recurrent neural network (RNN). The captured temporal dependencies are employed as part of feature extraction performed using nonnegative matrix factorization (NMF). One or more sound processing techniques are performed on the sound data based at least in part on the feature extraction.