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hs-oh-prml/README.md

Hi, I'm Hyung-Seok Oh 👋

Integrated M.S. & Ph.D. Student
Department of Artificial Intelligence, Korea University
Seoul, South Korea

Google ScholarPRML Speech TeamEmail


About Me

I am an Integrated M.S. & Ph.D. student at Korea University, advised by
Seong-Whan Lee, and a member of the PRML Speech Team.

My research focuses on speech generation and affective speech modeling, including expressive and controllable speech synthesis, neural vocoders, voice conversion, and generative models.


Research Interests

  • Speech Synthesis
  • Neural Vocoder
  • Voice Conversion
  • Generative Models
  • Affective Computing

Publications

2026

  • L-Proto: Language-Aware Episodic Prototypical Training for Multilingual Speaker Verification
    H.-S. Oh, D.-H. Cho, S.-B. Kim, S.-W. Lee INTERSPEECH, 2026

  • Affectron: Emotional Speech Synthesis with Affective and Contextually Aligned Nonverbal Vocalizations
    D.-H. Cho, H.-S. Oh, S.-B. Kim, S.-W. Lee
    ACL Findings, 2026

  • Toward Complex-Valued Neural Networks for Waveform Generation
    H.-S. Oh, D.-H. Cho, S.-B. Kim, S.-W. Lee
    ICLR, 2026

2025

  • FillerSpeech: Towards Human-Like Text-to-Speech Synthesis with Filler Injection and Filler Style Control
    S.-B. Kim, J.-H. Cha, H.-S. Oh, H.-J. Choi, S.-W. Lee
    EMNLP, 2025

  • EmoSphere-SER: Enhancing Speech Emotion Recognition through Spherical Representation with Auxiliary Classification
    D.-H. Cho, H.-S. Oh, S.-B. Kim, S.-W. Lee
    INTERSPEECH, 2025

  • VibE-Singer: Vibrato Extraction with High Frequency Pitch for Singing Voice Conversion
    J.-S. Choi, D.-M. Byun, H.-S. Oh, S.-W. Lee
    INTERSPEECH, 2025

  • DiEmo-TTS: Disentangled Emotion Representations via Self-Supervised Distillation for Cross-Speaker Emotion Transfer in Text-to-Speech
    D.-H. Cho, H.-S. Oh, S.-B. Kim, S.-W. Lee
    INTERSPEECH, 2025

  • EmoSphere++: Emotion-Controllable Zero-Shot Text-to-Speech via Emotion-Adaptive Spherical Vector
    D.-H. Cho, H.-S. Oh, S.-B. Kim, S.-W. Lee
    IEEE Transactions on Affective Computing, 2025

  • UnitCorrect: Unit-based Mispronunciation Correcting System with a DTW-based Detection
    H.-W. Bae, H.-S. Oh, S.-B. Kim, S.-W. Lee
    IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2025

  • DurFlex-EVC: Duration-Flexible Emotional Voice Conversion Leveraging Discrete Representations Without Text Alignment
    H.-S. Oh, S.-H. Lee, D.-H. Cho, S.-W. Lee
    IEEE Transactions on Affective Computing, 2025

  • JELLY: Joint Emotion Recognition and Context Reasoning with LLMs for Conversational Speech Synthesis
    J.-H. Cha, S.-B. Kim, H.-S. Oh, S.-W. Lee
    ICASSP, 2025

2024

  • EmoSphere-TTS: Emotional Style and Intensity Modeling via Spherical Emotion Vector for Controllable Emotional Text-to-Speech
    D.-H. Cho, H.-S. Oh, S.-B. Kim, S.-H. Lee, S.-W. Lee
    INTERSPEECH, 2024

  • DiffProsody: Diffusion-based Latent Prosody Generation for Expressive Speech Synthesis with Prosody Conditional Adversarial Training
    H.-S. Oh, S.-H. Lee, S.-W. Lee
    IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2024

Earlier

  • HierVST: Hierarchical Adaptive Zero-shot Voice Style Transfer
    S.-H. Lee, H.-Y. Choi, H.-S. Oh, S.-W. Lee
    INTERSPEECH, 2023

  • Haze Removal Network Using Unified Function for Image Dehazing
    H.-S. Oh, H.-N. Kim, Y.-J. Kim, C.-H. Yim
    Electronics Letters, 2021


Experience

Machine Learning Researcher Intern
NAVER Cloud, Seongnam, South Korea
Mar 2023 – Jun 2023


Education

  • Korea University — Integrated M.S. & Ph.D. in Artificial Intelligence (2021–Present)
  • Konkuk University — B.S. in Computer Science and Engineering (2017–2021)

Awards

  • Excellence Award, 1st AI Frontier Challenge, Korean Society for Artificial Intelligence (2025)

Academic Services

Reviewer

  • IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP)
  • IEEE Transactions on Affective Computing (TAFFC)
  • ACL

Popular repositories Loading

  1. DurFlexEVC DurFlexEVC Public

    Python 82 10

  2. DiffProsody DiffProsody Public

    Python 69 5

  3. EmotionControllableTextToSpeech EmotionControllableTextToSpeech Public

    HTML 21 3

  4. ComVo ComVo Public

    [ICLR 2026] Official implementation of Toward Complex-Valued Neural Networks for Waveform Generation

    Python 20 4

  5. StableFormTTS StableFormTTS Public

    Python 5 1

  6. FastSpeech-GST-Korea FastSpeech-GST-Korea Public

    Python 3