US 12,386,882 B2
Systems and methods for processing audiovisual data using latent codes from generative networks and models
Ross F. Elliot, Parkland, FL (US); Seth Haberman, New York, NY (US); Michael A. Baumer, Bethesda, MD (US); and Nakul Darwa, Miami, FL (US)
Assigned to UNKNOT INC., Parkland, FL (US)
Filed by Unknot Inc., Parkland, FL (US)
Filed on Dec. 7, 2022, as Appl. No. 18/076,900.
Application 18/076,900 is a continuation of application No. 17/093,359, filed on Nov. 9, 2020, granted, now 11,531,895.
Claims priority of provisional application 62/932,603, filed on Nov. 8, 2019.
Prior Publication US 2023/0114301 A1, Apr. 13, 2023
Int. Cl. G06F 16/532 (2019.01); G06F 16/535 (2019.01); G06F 18/2113 (2023.01); G06N 3/08 (2023.01); G06T 9/00 (2006.01); G06V 10/82 (2022.01); G06V 30/19 (2022.01); G06V 30/194 (2022.01)
CPC G06F 16/532 (2019.01) [G06F 16/535 (2019.01); G06F 18/2113 (2023.01); G06N 3/08 (2013.01); G06T 9/002 (2013.01); G06V 10/82 (2022.01); G06V 30/19173 (2022.01); G06V 30/194 (2022.01)] 20 Claims
OG exemplary drawing
 
1. A system for processing source audiovisual data, the system comprising:
a representative data set including a plurality of source audiovisual files;
a processing module configured to process source audiovisual files and derived from the representative data set, the processing module comprising:
a trained generative model, the trained generative model comprising:
a plurality of latent spaces, each comprising a plurality of latent codes;
a plurality of trained generator mappings, each configured to map respective latent codes to one or more generated audiovisual clips that share at least one characteristic feature with at least one of the source audiovisual files in the representative data set; and
a generator-coupled compressor mapping configured to map one or more of the source audiovisual files to one or more resulting latent codes, wherein the plurality of trained generator mappings map the one or more resulting latent codes to one or more reconstructed audiovisual clips resembling the one or more source audiovisual files.