Title:
ELECTRONIC DEVICE, AND METHOD FOR REMOVING RESIDUAL ECHO ON BASIS OF NEURAL NETWORK
Document Type and Number:
WIPO Patent Application WO/2021/133097
Kind Code:
A1
Abstract:
An electronic device according to various embodiments comprises: a communication circuit; an input and output device comprising at least one microphone and at least one speaker; a processor operatively connected to the communication circuit and the input and output device; and memory operatively connected to the processor and storing a residual echo removal neural network model, wherein the memory, when running, may store instructions for the processor to: receive, via the at least one microphone, an input signal comprising voice and echo; estimate a first echo signal from the input signal; generate a first channel signal comprising a second echo signal, by removing the estimated first echo signal from the input signal; estimate the second echo signal; generate a second channel signal by compensating for the size of the estimated second echo signal; acquire a neural network output signal having an improved speech-to-echo ratio (SER), by using, as an input value of the residual echo removal neural network model, the first channel signal and the second channel signal; and acquire a voice signal from which the echo is removed by post-processing the neural network output signal.
Inventors:
CHO KIHO (KR)
BAEK SOONHO (KR)
MOON HANGIL (KR)
SON BEAKKWON (KR)
YANG JAEMO (KR)
LEE GUNWOO (KR)
LEE MYOUNGHO (KR)
BAEK SOONHO (KR)
MOON HANGIL (KR)
SON BEAKKWON (KR)
YANG JAEMO (KR)
LEE GUNWOO (KR)
LEE MYOUNGHO (KR)
Application Number:
PCT/KR2020/019087
Publication Date:
July 01, 2021
Filing Date:
December 24, 2020
Export Citation:
Assignee:
SAMSUNG ELECTRONICS CO LTD (KR)
International Classes:
H04R5/04; G06N3/02; H04R1/20; H04R3/04
Foreign References:
JP2019004466A | 2019-01-10 | |||
KR20180115984A | 2018-10-24 | |||
JP2009267799A | 2009-11-12 | |||
KR101349477B1 | 2014-01-08 | |||
US20080112574A1 | 2008-05-15 |
Attorney, Agent or Firm:
YOON & LEE INTERNATIONAL PATENT & LAW FIRM (KR)
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