Registered Method and apparatus for sound event detection robust to frequency change

Inventors

Lim Woo-Taek, Jeong Young Ho, Lee Tae Jin, Kim Hui Yong

Application No.

16196356 (2018.11.20)

Publication No.

20190287550 (2019.09.19)

Registration No.

10540988 (2020.01.21)

Country

UNITED STATES

Project Code

17HS2300, Development of Human Enhancement Technology for auditory and muscle, Shin Hyung Cheol

Abstract

Disclosed is a sound event detecting method including receiving an audio signal, transforming the audio signal into a two-dimensional (2D) signal, extracting a feature map by training a convolutional neural network (CNN) using the 2D signal, pooling the feature map based on a frequency, and determining whether a sound event occurs with respect to each of at least one time interval based on a result of the pooling.

KSP Keywords

Audio signal, Convolution neural network(CNN), Detecting method, Feature map, Frequency change, Sound event detection(SED), Time interval, event detection, neural network(NN), two-dimensional(2D)

Family

 

패밀리 특허 목록

Status	Patent	Country	KIPRIS
Registered	주파수 변화에 강인한 음향 이벤트 검출 방법 및 그 장치	KOREA	KIPRIS