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. 23, 2019

Filed:

Mar. 29, 2017
Applicant:

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

Inventors:

Inseok Hwang, Austin, TX (US);

Jente B Kuang, Austin, TX (US);

Janani Mukundan, Austin, TX (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/04 (2006.01); G10H 1/00 (2006.01); G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
G10H 1/0025 (2013.01); G06N 3/088 (2013.01); G06N 5/04 (2013.01); G10H 2210/081 (2013.01); G10H 2210/111 (2013.01); G10H 2210/115 (2013.01); G10H 2210/125 (2013.01); G10H 2210/131 (2013.01); G10H 2210/565 (2013.01); G10H 2220/101 (2013.01); G10H 2240/085 (2013.01); G10H 2250/311 (2013.01);
Abstract

A method for generating a musical composition based on user input is described. A first set of musical characteristics from a first input musical piece is received as an input vector. The first set of musical characteristics is perturbed to create a perturbed input vector as input in a first set of nodes in a first visible layer of an unsupervised neural net. The unsupervised neural net comprised of a plurality of computing layers, each computing layer composed of a respective set of nodes. The unsupervised neural net is operated to calculate an output vector from a higher level hidden layer in the unsupervised neural net. The output vector is used to create an output musical piece.


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