US 11,942,077 B2
Electronic device and operating method thereof
Kyoungbo Min, Suwon-si (KR); Seungdo Choi, Suwon-si (KR); and Doohwa Hong, Suwon-si (KR)
Assigned to Samsung Electronics Co., Ltd., Suwon-si (KR)
Filed by Samsung Electronics Co., Ltd., Suwon-si (KR)
Filed on Sep. 21, 2022, as Appl. No. 17/949,741.
Application 17/949,741 is a continuation of application No. 17/081,251, filed on Oct. 27, 2020, granted, now 11,475,878.
Claims priority of application No. 10-2019-0138778 (KR), filed on Nov. 1, 2019.
Prior Publication US 2023/0017302 A1, Jan. 19, 2023
This patent is subject to a terminal disclaimer.
Int. Cl. G10L 15/22 (2006.01); G10L 13/00 (2006.01); G10L 15/06 (2013.01); G10L 15/16 (2006.01)
CPC G10L 15/063 (2013.01) [G10L 13/00 (2013.01); G10L 15/16 (2013.01)] 19 Claims
OG exemplary drawing
 
1. An operating method of an electronic device, the operating method comprising:
based on an utterance input of a specific speaker, obtaining target voice data;
determining a pre-trained model;
based on a preset criterion, determining at least one of an initial learning rate and a learning rate decay method of the target voice data;
based on the initial learning rate and the learning rate decay method, generating a target model by training the pre-trained model using the target voice data as training data, the pre-trained model being pre-trained to convert text into one or more audio signals;
generating output data by converting input text into an audio signal using the target model; and
outputting the output data.