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:
Jan. 07, 2020

Filed:

May. 18, 2018
Applicant:

Mitsubishi Electric Research Laboratories, Inc., Cambridge, MA (US);

Inventors:

Jonathan Le Roux, Arlington, MA (US);

John R Hershey, Winchester, MA (US);

Zhongqiu Wang, Columbus, OH (US);

Gordon P Wichern, Boston, MA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 15/00 (2006.01); G10L 19/06 (2013.01); G10L 21/0272 (2013.01); G10L 19/02 (2013.01); G06N 3/08 (2006.01); G10L 25/30 (2013.01);
U.S. Cl.
CPC ...
G10L 19/06 (2013.01); G06N 3/08 (2013.01); G10L 19/02 (2013.01); G10L 21/0272 (2013.01); G10L 25/30 (2013.01);
Abstract

Systems and methods for an audio signal processing system for transforming an input audio signal. A processor implements steps of a module by inputting an input audio signal into a spectrogram estimator to extract an audio feature sequence, and process the audio feature sequence to output a set of estimated spectrograms. Processing the set of estimated spectrograms and the audio feature sequence using a spectrogram refinement module, to output a set of refined spectrograms. Wherein the processing of the spectrogram refinement module is based on an iterative reconstruction algorithm. Processing the set of refined spectrograms for the one or more target audio signals using a signal refinement module, to obtain the target audio signal estimates. An output interface to output the optimized target audio signal estimates. Wherein the module is optimized by minimizing an error using an optimizer stored in the memory.


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