Invention Grant
- Patent Title: System for generating topic inference information of lyrics
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Application No.: US16485936Application Date: 2018-02-15
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Publication No.: US11544601B2Publication Date: 2023-01-03
- Inventor: Kosetsu Tsukuda , Masataka Goto
- Applicant: National Institute of Advanced Industrial Science and Technology
- Applicant Address: JP Tokyo
- Assignee: National Institute of Advanced Industrial Science and Technology
- Current Assignee: National Institute of Advanced Industrial Science and Technology
- Current Assignee Address: JP Tokyo
- Agency: Rankin, Hill & Clark LLP
- Priority: JPJP2017-026196 20170215
- International Application: PCT/JP2018/005227 WO 20180215
- International Announcement: WO2018/151203 WO 20180823
- Main IPC: G06N5/04
- IPC: G06N5/04 ; G06N20/00 ; G06F40/30 ; G06N7/00

Abstract:
A system for generating topic inference information of lyrics that can provide more useful for topic interpretation of lyrics. A device for learning topic numbers performs an operation of updating and learning topic numbers, which performs an operation of updating topic numbers on all of a plurality of lyrics data of each of a plurality of artists, for a predetermined number of times. The operation of updating topic numbers updates the topic number assigned to a given lyrics data of a given artist using a random number generator having a deviation of appearance probability corresponding to a probability distribution over topic numbers. An outputting device outputs the topic numbers of the plurality of lyrics data for each of the plurality artists, and a probability distribution over words for each of the topic numbers.
Public/Granted literature
- US20200034735A1 SYSTEM FOR GENERATING TOPIC INFERENCE INFORMATION OF LYRICS Public/Granted day:2020-01-30
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