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:
Jul. 27, 2021

Filed:

Oct. 31, 2017
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Xiao Xing Liang, Beijing, CN;

Ning Zhang, Beijing, CN;

Yu Ling Zheng, Beijing, CN;

Yu Chen Zhou, Beijing, CN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G10L 25/30 (2013.01); G06N 3/08 (2006.01); G06N 3/04 (2006.01); G10L 25/51 (2013.01);
U.S. Cl.
CPC ...
G10L 25/30 (2013.01); G06N 3/0445 (2013.01); G06N 3/08 (2013.01); G10L 25/51 (2013.01);
Abstract

A computer implemented method, computer system and computer program product are provided for acoustic event detection in polyphonic acoustic data, according to the method, polyphonic acoustic data is inputted by one or more processing units into a trained neural network trained by labeled monophonic acoustic data, a first output from a hidden layer of the trained neural network is obtained by one or more processing units, and at least one acoustic classification of the polyphonic acoustic data is determined by one or more processing units based on the first output and a feature dictionary learnt from the trained neural network.


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