Affiliation & Contact
- Affiliation
- Gwangju Institute of Science and Technology (GIST), Gwangju, Republic of Korea
Research Interests
My research interests focus on optimizing deep learning architectures, including LSTM, VAE, and residual networks, for diverse applications such as speech synthesis, seismic anomaly detection, and acoustic event classification.
Publications
International
- Dongkeon Park, Yechan Yu, Dina Katabi, and Hong Kook Kim. “Adversarial Continual Learning to Transfer Self-Supervised Speech Representations for Voice Pathology Detection.” IEEE Signal Processing Letters, 30 932 (2023)
- Dongkeon Park, Ji Won Kim, Kang Ryeol Kim, Do Hyun Lee, Hong Kook Kim “GIST-AiTeR Speaker Diarization System for VoxCeleb Speaker Recognition Challenge (VoxSRC) 2023,.” arXiv preprint, arXiv:2308.07788 (2023)
- Dongkeon Park, Ji Won Kim, Kang Ryeol Kim, Do Hyun Lee, Hong Kook Kim “GIST-AiTeR Speaker Diarization System for VoxCeleb Speaker Recognition Challenge (VoxSRC) 2023.” arXiv:2308.07788 (2023)
- Yechan Yu, Dongkeon Park, and Hong Kook Kim. “Auxiliary Loss of Transformer with Residual Connection for End-to-End Speaker Diarization.” ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2022)
- Dong Keon Park., Ye Chan Yu, Kyeong Wan Park, Ji Won Kim, Hong Kook Kim “GIST-AiTeR System for the Diarization Task of the 2022 VoxCeleb Speaker Recognition Challenge. arXiv preprint arXiv:2209.10357.” (2022)
Domestic
- 임수환, 박동건, 김홍국 “한국어 FastSpeech2의 하이퍼파라미터 조절을 통한 최적화 연구,.” 2021년도 한국통신학회 하계종합발표회논문집, pp. 242-243 (2021)
- 조건우, 박동건, 김홍국 “전리층 총 전자량 데이터에 적용한 LSTM 기반의 지진 이상현상 탐지,.” in 제1회 한국 인공지능 학술대회논문집 (Proc. 1st Korea Artificial Intelligence Conference), pp. 111-112 (2020)
- 박동건, 김홍국 “퍼지 이산 학습기반의 변분 오토인코더,.” 제30회 신호처리합동학술대회논문집, pp. 24-25 (2020)
- 김남균, 박동건, 김준호, 김홍국, 안충현 “청각장애인용 자막방송 서비스를 위한 연쇄잔차 신경망 기반 음향 사건 분류 기법,.” 2020년 한국방송미디어공학회 하계학술대회논문집, pp. 350-353 (2020)
Company
