US 12,217,016 B2
Electronic apparatus for translating voice input using neural network models and method for controlling thereof
Beomseok Lee, Suwon-si (KR); Sathish Indurthi, Suwon-si (KR); Mohd Abbas Zaidi, Suwon-si (KR); and Nikhil Kumar, Suwon-si (KR)
Assigned to SAMSUNG ELECTRONICS CO., LTD., Suwon-si (KR)
Filed by SAMSUNG ELECTRONICS CO., LTD., Suwon-si (KR)
Filed on May 17, 2022, as Appl. No. 17/746,238.
Claims priority of application No. 10-2021-0063183 (KR), filed on May 17, 2021; and application No. 10-2021-0180154 (KR), filed on Dec. 15, 2021.
Prior Publication US 2022/0366157 A1, Nov. 17, 2022
Int. Cl. G06F 40/58 (2020.01); G06F 40/284 (2020.01); G06F 40/44 (2020.01); G10L 13/02 (2013.01); G10L 15/16 (2006.01); G10L 15/22 (2006.01)
CPC G06F 40/58 (2020.01) [G06F 40/284 (2020.01); G06F 40/44 (2020.01); G10L 13/02 (2013.01); G10L 15/16 (2013.01); G10L 15/22 (2013.01)] 13 Claims
OG exemplary drawing
 
1. An electronic apparatus comprising:
a microphone;
a memory configured to store at least one instruction; and
a processor configured to:
acquire a first token corresponding to a first user voice input in a first language acquired through the microphone,
acquire a first text in a second language by inputting the first token into a first neural network model,
acquire a feature value corresponding to a predicted subsequent token, which is predicted to be uttered after the first token, by inputting the first text into a second neural network model, and
based on a second token being acquired subsequent to the first token, acquire a second text in the second language by inputting the first token, the second token, the first text, and the feature value into the first neural network model,
wherein the first neural network model acquires the second text based on a first feature related to a grammatical relationship between the first token and the second token, a second feature related to a semantic relationship between the first token and the second token and the feature value corresponding to the predicted subsequent token.