Patent ID: 11915686
Assignee: MICROSOFT TECHNOLOGY LICENSING, LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 10:
11. The method of claim 8, wherein adapting the first trained attention-based encoder-decoder model comprises:
initializing a speaker-dependent attention-based encoder-decoder model with an encoder, an attention network, lower decoder layers and upper decoder layers of the trained first attention-based encoder-decoder model;
initializing a discriminator to receive data from the lower decoder layers of the speaker-dependent attention-based encoder-decoder model and data from the lower decoder layers of the trained first attention-based encoder-decoder model and to output a prediction of whether received data was generated by the speaker-dependent attention-based encoder-decoder model; and
simultaneous training, based on the input speech frames of the target speaker, of the speaker-dependent attention-based encoder-decoder model to minimize an output token classification loss, of the discriminator to minimize a discrimination loss, and of the encoder, the attention network, and the lower decoder layers of the speaker-dependent attention-based encoder-decoder model to maximize the discrimination loss.