Patent ID: 11900902
Assignee: ADOBE INC.
Field: Basic communication processes (Electrical engineering)
Classification: CPC G  H | IPC G  H

Claim 1:
2. The computer-implemented method of claim 1, wherein the deep encoder is trained using a training system configured to:
obtain training audio data, the training audio data including at least one training audio file and an associated ground truth audio file corresponding to the audio signal processing effect;
configure the deep encoder for the audio signal processing effect by serially adding each audio signal processing effects plugin of the one or more audio signal processing effects plugins to the deep encoder;
analyze, by the deep encoder, the training audio data to estimate values of training parameters for processing the training audio file;
provide the estimated values of the training parameters and the training audio file to the one or more audio signal processing effects plugins which generate a training output;
calculate, using a loss function, a loss of the training output and the ground truth audio file; and
train the deep encoder based on the loss.