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Shim, Hye-jin

  1. AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph Attention Networks
    2021/10/04 by Jee-weon Jung, Jung, Jee-weon, Hee-Soo Heo +13 · 46 citations
    Computer Science · #Music and Audio Processing #Speech Recognition and Synthesis #Digital Media Forensic Detection
  2. ASVspoof 5: Crowdsourced Speech Data, Deepfakes, and Adversarial Attacks at Scale
    2024/08/16 by Xin Wang, Héctor Delgado, Wang, Xin +23 · 42 citations
    Computer Science · #Hate Speech and Cyberbullying Detection
  3. SpoofCeleb: Speech Deepfake Detection and SASV In The Wild
    2024/09/18 by Jee-weon Jung, Yihan Wu, Jung, Jee-weon +25 · 20 citations
    Computer Science · #Speech Recognition and Synthesis
  4. VERSA: A Versatile Evaluation Toolkit for Speech, Audio, and Music
    2024/12/23 by Shi, Jiatong, Shim, Hye-jin, Tian, Jinchuan +14 · 17 citations
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Sound (cs.SD) #electronic engineering #information engineering
  5. Extended U-Net for Speaker Verification in Noisy Environments
    2022/06/27 by Ju-ho Kim, Jungwoo Heo, Kim, Ju-ho +5 · 4 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  6. ASVspoof 5: Design, Collection and Validation of Resources for Spoofing, Deepfake, and Adversarial Attack Detection Using Crowdsourced Speech
    2025/02/13 by Xin Wang, Wang, Xin, Héctor Delgado +54 · 9 citations
    Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #Hate Speech and Cyberbullying Detection #Misinformation and Its Impacts #electronic engineering #information engineering
  7. Text-To-Speech Synthesis In The Wild
    2024/09/13 by Jung, Jee-weon, Zhang, Wangyou, Maiti, Soumi +11 · 6 citations
    #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #electronic engineering #information engineering
  8. a-DCF: an architecture agnostic metric with application to spoofing-robust speaker verification
    2024/03/03 by Shim, Hye-jin, Jung, Jee-weon, Kinnunen, Tomi +3 · 4 citations
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #electronic engineering #information engineering
  9. Graph attentive feature aggregation for text-independent speaker verification
    2021/12/23 by Hye-jin Shim, Shim, Hye-jin, Jungwoo Heo +7 · 2 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
  10. Baseline Systems for the First Spoofing-Aware Speaker Verification Challenge: Score and Embedding Fusion
    2022/04/21 by Hye-jin Shim, Hemlata Tak, Shim, Hye-jin +27 · 2 citations
    Computer Science · Medicine · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #Voice and Speech Disorders #electronic engineering #information engineering
  11. How to Construct Perfect and Worse-than-Coin-Flip Spoofing Countermeasures: A Word of Warning on Shortcut Learning
    2023/05/31 by Shim, Hye-jin, Hautamäki, Rosa González, Sahidullah, Md +1 · 2 citations
    #Audio and Speech Processing (eess.AS) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
  12. Acoustic scene classification using teacher-student learning with soft-labels
    2019/04/23 by Heo, Hee-Soo, Jung, Jee-weon, Shim, Hye-jin +1 · 1 citation
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  13. RawNet: Advanced end-to-end deep neural network using raw waveforms for text-independent speaker verification
    2019/04/17 by Jung, Jee-weon, Heo, Hee-Soo, Kim, Ju-ho +2 · 1 citation
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
  14. Towards Explainable Spoofed Speech Attribution and Detection:a Probabilistic Approach for Characterizing Speech Synthesizer Components
    2025/02/06 by Jagabandhu Mishraa, Mishra, Jagabandhu, Manasi Chhibbera +5 · 4 citations
    Computer Science · #Speech Recognition and Synthesis
  15. Towards single integrated spoofing-aware speaker verification embeddings
    2023/05/30 by Mun, Sung Hwan, Shim, Hye-jin, Tak, Hemlata +12 · 2 citations
    #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  16. RawNeXt: Speaker verification system for variable-duration utterances with deep layer aggregation and extended dynamic scaling policies
    2021/12/15 by Kim, Ju-ho, Shim, Hye-jin, Heo, Jungwoo +1 · 1 citation
    #Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #electronic engineering #information engineering
  17. SASV Challenge 2022: A Spoofing Aware Speaker Verification Challenge Evaluation Plan
    2022/01/25 by Jung, Jee-weon, Tak, Hemlata, Shim, Hye-jin +7 · 1 citation
    #Audio and Speech Processing (eess.AS) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  18. SASV 2022: The First Spoofing-Aware Speaker Verification Challenge
    2022/03/28 by Jee-weon Jung, Jung, Jee-weon, Hemlata Tak +15 · 1 citation
    Computer Science · #Speech Recognition and Synthesis #Speech and Audio Processing #Music and Audio Processing
  19. Multi-Dataset Co-Training with Sharpness-Aware Optimization for Audio Anti-spoofing
    2023/05/31 by Hye-jin Shim, Jee-weon Jung, Shim, Hye-jin +3 · 1 citation
    Computer Science · Medicine · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #Voice and Speech Disorders #electronic engineering #information engineering
  20. Beyond Silence: Bias Analysis through Loss and Asymmetric Approach in Audio Anti-Spoofing
    2024/06/25 by Hye-jin Shim, Md Sahidullah, Shim, Hye-jin +7 · 1 citation
    Computer Science · #Digital Media Forensic Detection #Music and Audio Processing
  21. WildSpoof Challenge Evaluation Plan
    2025/08/23 by Wu, Yihan, Jung, Jee-weon, Shim, Hye-jin +2 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Sound (cs.SD)
  22. OpenBEATs: A Fully Open-Source General-Purpose Audio Encoder
    2025/07/18 by Shikhar Bharadwaj, Samuele Cornell, Bharadwaj, Shikhar +11 · 2 citations
    Computer Science · #Speech and Audio Processing #Music and Audio Processing #Speech Recognition and Synthesis