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. 16, 2024

Filed:

Jun. 03, 2019
Applicant:

Anker Innovations Technology Co., Ltd., Changsha, CN;

Inventors:

Qingshan Yao, Shenzhen, CN;

Yu Qin, Shenzhen, CN;

Haowen Yu, Shenzhen, CN;

Feng Lu, Shenzhen, CN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G10L 21/007 (2013.01); G06N 3/088 (2023.01); G10L 25/30 (2013.01); G10L 25/51 (2013.01);
U.S. Cl.
CPC ...
G10L 21/007 (2013.01); G06N 3/088 (2013.01); G10L 25/30 (2013.01); G10L 25/51 (2013.01);
Abstract

A deep learning method-based tonal balancing method, apparatus, and system, the method includes: extracting features from audio data to obtain audio data features, generating audio balancing results by using a trained audio balancing model based on the obtained audio data features. The present invention employs deep neural networks and unsupervised deep learning method to solve the problems of audio balancing of unlabeled music and music of unknown style. The present invention also combines user preferences statistics to achieve a more rational multi-style audio balancing design to meet individual needs.


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