Invention Grant
- Patent Title: Data collecting method and system
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Application No.: US16593488Application Date: 2019-10-04
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Publication No.: US11462210B2Publication Date: 2022-10-04
- Inventor: Jung Woo Ha , Jung Myung Kim , Jang Yeon Park , Chanju Kim , Dong Won Kim
- Applicant: NAVER CORPORATION , LINE CORPORATION
- Applicant Address: KR Seongnam-si; JP Tokyo
- Assignee: NAVER CORPORATION,LINE CORPORATION
- Current Assignee: NAVER CORPORATION,LINE CORPORATION
- Current Assignee Address: KR Seongnam-si; JP Tokyo
- Agency: Greer, Burns & Crain, Ltd.
- Priority: KR10-2017-0045391 20170407
- Main IPC: G10L15/16
- IPC: G10L15/16 ; G06N20/00 ; G06N3/08 ; G10L25/51

Abstract:
A method of determining a highlight section of a sound source includes obtaining a sound source and classification information of the sound source, and learning a neural network by using the sound source and the classification information. The neural network includes an input layer including a node corresponding to a feature value of each of a plurality of sections obtained by splitting the sound source according to a time axis, an output layer including a node corresponding to the classification information, a hidden layer defined between the input layer and the output layer, a first function between the input layer and the hidden layer, and a second function between the hidden layer and the output layer, wherein the first function includes an attention model for calculating a weighted sum of the feature value of each section. The highlight section of the sound source is determined based on weight information of a feature value node of each section included in the first function.
Public/Granted literature
- US20200035225A1 DATA COLLECTING METHOD AND SYSTEM Public/Granted day:2020-01-30
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