SOUND SOURCE SEPARATING DEVICE, SOUND SOURCE SEPARATING METHOD, AND PROGRAM

Patent №

US 10,839,823

Granted

2020-11-17

Filed 2020

Owner

HONDA MOTOR CO., LTD.

Lab

AI components

5

ml · speech · kr · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16790278

A sound source separating device includes: a signal acquiring unit that acquires the sound signal including mixed sounds from a plurality of sound sources; a start information acquiring unit that acquires start information representing a start timing of at least one sound source among the plurality of sound sources; and a sound source separating unit that separates a specific sound source from the sound signal by setting a binary mask controlling presence of the sound source using a variable of “0” and “1” and using a Markov chain for the activation on the basis of the start information and decomposing the spectrogram generated from the sound signal into the base spectrum and the activation through non-negative matrix factorization using the set binary mask S.

AI classification

Machine learning1.00
Speech1.00
Evolutionary computation1.00
AI hardware0.75
Knowledge representation0.63
Vision0.17
Natural language0.01
Planning0.00

Ownership

HONDA MOTOR CO., LTD.

assignment · 518160480

Assignors

NAKADAI, KAZUHIRO, KUSAKA, YUTA, ITOYAMA, KATSUTOSHI, NISHIDA, KENJI

On an employer assignment, the assignors are typically the inventors.

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