WellSaid Labs Inc. (20250095663). SYSTEM AND METHODS FOR GENERATING REALISTIC WAVEFORMS

SYSTEM AND METHODS FOR GENERATING REALISTIC WAVEFORMS

Organization Name

WellSaid Labs Inc.

Inventor(s)

Michael Petrochuk of New York NY US

SYSTEM AND METHODS FOR GENERATING REALISTIC WAVEFORMS

This abstract first appeared for US patent application 20250095663 titled 'SYSTEM AND METHODS FOR GENERATING REALISTIC WAVEFORMS

Original Abstract Submitted

systems, apparatuses, and methods directed to training a generator that is part of a generative adversarial network (gan) to generate “realistic” examples of a distribution. in some embodiments, this includes training the generator model to receive a tensor as an input and generate a distribution which is then converted to the frequency domain and used to determine a loss term. similarly, an actual distribution is also converted to the frequency domain and used to determine a loss term. the loss terms, generated distribution, and actual distribution are provided to a discriminator which generates loss terms used as part of a backpropagation or feedback mechanism to modify the operation of the generator and/or discriminator.