Donghee Kim

Donghee Kim

graduate student @ Impress Lab

Donghee Kim

My research focuses on speech deepfake detection.

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Publications

Overview of the proposed common-specific decorrelation framework
Interspeech 2026 Sydney, Australia

Improving Generalization in Speech Deepfake Detection via Orthogonality-Constrained Common-Specific Decorrelation

Donghee Kim, Wooil Kim

PDF Abstract
Overview of the proposed speaker diarization model with contrastive center loss
JASK 2025 The Journal of the Acoustical Society of Korea

Improving end-to-end speaker diarization with a contrastive center loss for discriminative embedding space

Donghee Kim, Wooil Kim

PDF Abstract
Overview of the proposed speech enhancement model with self-supervised learning representation
JASK 2025 The Journal of the Acoustical Society of Korea

A study on deep neural network based speech enhancement with self-supervised learning representation

Donghee Kim, Taewon Kim, Wooil Kim

PDF Abstract

Awards

  • Best Presentation Award

    Acoustical Society of Korea (ASK)

    Nov. 2025

  • President's Award

    Incheon National University

    Aug. 2025

Education

  1. Aug. 2025 – Present

    M.S. in Artificial Intelligence

    Incheon National University · Incheon, Korea

  2. Mar. 2023 – Aug. 2025

    B.S. in Computer Science

    Incheon National University · Incheon, Korea

Teaching Assistant

2026

  • Introduction to Speech RecognitionFall
  • Machine LearningSpring

2025

  • Computer ArchitectureFall
  • Machine LearningSpring

2024

  • Incheon Science Elite Program (ISEP)