Kyungdeuk Ko

Hanam-si · Gyeonggi-do · Republic of Korea · kdko@korea.ac.kr

I am studying various signal processing fields using artificial intelligence technology. I experienced signal classification using CNN, signal generation using GAN, and time series data analysis using RNN. Also, I pursue various experiences such as learning web development through internships and education.


Experience

Samsung Software Academy for Youth

Trainee

SSAFY (Samsung Software Academy For Youth) is a software education program organized by Samsung and supported by the Ministry of Employment and Labor. I could learn various algorithms and web development such as HTML, Bootstrap, and django from SSAFY.

January 2020 - May 2020

Korea Institute of Science and Technology

Trainee

I studied bio signal processing and deep learning while I was a trainee at KIST (Korea Institute of Science and Technology). In particular, I participated in blood flow and heart rate measurement using fNIRs.

March 2017 - May 2017

JE Lab

Intern

JE Lab was a startup company that developed foot massage devices. I did an internship here during the winter vacation. During my internship, I was in charge of web development and app development.

December 2015 - February 2016

Education

Korea University

Ph.D. Course
Signal Processing, Deep Learning

GPA: 4.42 / 4.5

September 2020 - Present

Korea University

Master of Engineering
Electrical and Computer Engineering

GPA: 4.27 / 4.5

September 2017 - August 2019

Yonsei University Wonju Campus

Bachelor of Engineering
Bio Medical Engineering

GPA: 3.83 / 4.3

March 2011 - August 2017

Skills

Programming Languages & Tools
Workflow
  • Deep Leanring & Artificial Intelligence
  • Generative Adversarial Networks (GAN)
  • Signal Processing & Signal Classification
  • Web Development

Interests

I have been playing basketball as a hobby since I was in middle school. I sometimes participated in competitions with my friends. As a result, I participated in the high school basketball tournament and finished second. In university, I joined a basketball club and participated in the contest as an entry. I played the role of president when I was in third grade, and I won the competition before I graduated.

I travel both domestic and overseas during vacation. I like to visit famous restaurants in Korea by train. Also, I like to go abroad and eat the country's food. Overseas countries and cities that have traveled so far include Italy, Japan, China, Hong Kong, India, Hawaii and Canada.


Publications

International Journal
  1. Kyungdeuk Ko, Jaihyun Park, David K. Han, and Hanseok Ko, "Channel and Frequency Attention Module for Diverse Animal Sound Classification," IEICE Transactions on Information and Systems, Vol.E102-D, No.12, pp.2615-2618, Dec, 2019
International Conference
  1. Kyungdeuk Ko, Sangwook Park, and Hanseok Ko, "Convolutional Feature Vectors and Support Vector Machine for Animal Sound Classification," International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Honolulu, HI, USA, 2018
Domestic Journal
  1. Alzahra Badi, 고경득, 고한석, "PNCC와 Robust Mel-log Filter Bank 특징을 결합한 조류 울음소리 분류," 한국음향학회지, 제38권, 1호, pp.39-46, January, 2019
  2. 고경득, 박상욱, 고한석, "공분산과 모듈로그램을 이용한 콘볼루션 신경망 기반 양서류 울음소리 구별", 한국음향학회지, 제37권, 제 1호, pp.60-65, January, 2018
  3. 박상욱, 고경득, 고한석, "양서류 울음소리 식별을 위한 특징 벡터 및 인식 알고리즘 성능 분석", 한국음향학회지, 제36권, 6호, pp.401-406, November, 2017
Domestic Conference
  1. 고경득, 고한석, "GAN을 이용한 양서류 울음소리 데이터 증대," 제 36회 음성통신 및 신호처리 학술대회 논문집,pp37August, 2019
  2. 고경득, 박상욱, 고한석, "RNN을 이용한 장-단기 음향 이벤트 신호 분류," 제35회 음성통신 및 신호처리 학술대회 논문집, pp.16, August, 2018