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:
Nov. 15, 2022

Filed:

Nov. 21, 2019
Applicant:

Adobe Inc., San Jose, CA (US);

Inventors:

Justin Salamon, San Francisco, CA (US);

Yu Wang, Brooklyn, NY (US);

Nicholas J. Bryan, Belmont, CA (US);

Assignee:

Adobe Inc., San Jose, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/62 (2022.01); G06N 3/08 (2006.01); G06N 3/04 (2006.01); G06F 7/78 (2006.01); G06F 17/16 (2006.01); G06F 16/68 (2019.01); G06N 3/02 (2006.01);
U.S. Cl.
CPC ...
G06K 9/6231 (2013.01); G06F 16/686 (2019.01); G06K 9/629 (2013.01); G06K 9/6221 (2013.01); G06K 9/6263 (2013.01); G06N 3/02 (2013.01);
Abstract

Certain embodiments involve techniques for automatically identifying sounds in an audio recording that match a selected sound. An audio search and editing system receives the audio recording and preprocesses the audio recording into audio portions. The audio portions are provided as a query to the neural network that includes a trained embedding model used to analyze the audio portions in view of the selected sound to estimate feature vectors. The audio search and editing system compares the feature vectors for the audio portions against the feature vector for the selected sound and the feature vector for the negative samples to generate an audio score that is a numerical representation of the level of similarity between the audio portion and the selected sound and uses the audio scores to classify the audio portions into a first class of matching sounds and a second class of non-matching sounds.


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