公开(公告)号：US20230306961A1

公开(公告)日：2023-09-28

申请号：US18321876

申请日：2023-05-23

Applicant: Samsung Electronics Co., Ltd.

Inventor： Min-Joong LEE ,  Tae Gyoon KANG

IPC: G10L15/16

CPC classification number: G10L15/16

Abstract: A decoding method and apparatus in an artificial neural network for speech recognition. The decoding method in the artificial neural network for speech recognition includes performing a first decoding task of decoding a feature including speech information and at least one token recognized up to current time, using a shared decoding layer included in the artificial neural network, performing a second decoding task of decoding the at least one token, using the shared decoding layer, and determining an output token to be recognized subsequent to the at least one token based on a result of the first decoding task and a result of the second decoding task.

公开(公告)号：US20210110259A1

公开(公告)日：2021-04-15

申请号：US16851300

申请日：2020-04-17

Applicant: Samsung Electronics Co., Ltd.

Inventor： Min-Joong LEE

IPC: G06N3/08 ,  G06N3/04 ,  G06N20/20 ,  G06F17/18 ,  G06K9/62

Abstract: A method for determining an output token includes predicting a first probability of each of candidate output tokens of a first model, predicting a second probability of each of the candidate output tokens of a second model interworking with the first model, adjusting the second probability of each of the candidate output tokens based on the first probability, and determining the output token among the candidate output tokens based on the first probability and the adjusted second probability.

公开(公告)号：US20210081610A1

公开(公告)日：2021-03-18

申请号：US16844362

申请日：2020-04-09

Applicant: Samsung Electronics Co., Ltd.

Inventor： Hwidong NA ,  Min-Joong LEE

IPC: G06F40/279

Abstract: A sequence processing method and apparatus are provided. The sequence processing method includes determining a word of a first R-node corresponding to a root node based on an input sequence, generating first I-nodes that are connected to the first R-node and include relative position information with respect to the word of the first R-node, determining a word of a second R-node to correspond to each of the first I-nodes, and determining an output sequence corresponding to the input sequence based on the determined words.

公开(公告)号：US20210035562A1

公开(公告)日：2021-02-04

申请号：US16844401

申请日：2020-04-09

Applicant: Samsung Electronics Co., Ltd.

Inventor： Min-Joong LEE ,  Tae Gyoon KANG

IPC: G10L15/16

Abstract: A decoding method and apparatus in an artificial neural network for speech recognition. The decoding method in the artificial neural network for speech recognition includes performing a first decoding task of decoding a feature including speech information and at least one token recognized up to current time, using a shared decoding layer included in the artificial neural network, performing a second decoding task of decoding the at least one token, using the shared decoding layer, and determining an output token to be recognized subsequent to the at least one token based on a result of the first decoding task and a result of the second decoding task.