Patent ID: 11875810
Assignee: AMAZON TECHNOLOGIES, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G  H | IPC G  H

Claim 14:
15. The computer-implemented method as recited in claim 6, further comprising:
learning, using a first set of training data prior to a deployment of the echo canceler at the first communication environment, an initial set of parameters of the echo canceler;
collecting, after deployment of the echo canceler at the first communication environment, a first convergence metric indicative of a time taken by the echo canceler to adapt the initial set of parameters to the first communication environment, wherein adapting the initial set of parameters results in a second set of parameters including at least one modified weight of a neural network of the first and second neural networks;
collecting, after deployment of the echo canceler at a third communication environment, a second convergence metric indicative of a time taken by the echo canceler to adapt the second set of parameters to the third communication environment, wherein adapting the second set of parameters results in a third set of parameters including at least one neural network weight modified at the third communication environment; and
providing, via a programmatic interface, the first and second convergence metrics.