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21jun/README.md

Hits

Wonjun Lee 🌊

Currently ♻️

Ph.D./MS Student @POSTECH NLP LAB

Research interests 🎯

Automatic Speech Recogntion (ASR), Multilingual ASR, MLops, Kubernetes

Education πŸŽ“

2021.Feb - now POSTECH, Pohang (Korea) Ph.D./M.S. Degree (Computer Science and Engineering)

2017 - 2021 Sejong University, Seoul (Korea) B.S. Degree (Software Engineering & Data Science)

Awards πŸ†

  • Best Paper Nominee in SiGDial 2024: Enhancing Dialogue Speech Recognition with Robust Contextual Awareness via Noise Representation Learning Wonjun Lee*, San Kim* and Gary Geunbae Lee [link]

ν•œκ΅­μ–΄ 인곡지λŠ₯ κ²½μ§„λŒ€νšŒ (μŒμ„±μΈμ‹)

  • Korean Artificial Intelligence Contest (Speech Recognition) Grand Prize (2nd), Minister's Award, Ministry of Science and ICT, Republic of Korea [link] [link], μ΅œμš°μˆ˜μƒ, 과기정톡뢀 μž₯관상, 2022

  • Korean Artificial Intelligence Contest (Speech Recognition) 5th Ranked, Director's Award, National Information Society Agency (NIA), Republic of Korea [link], μž₯렀상, 지λŠ₯정보원(NIA) 원μž₯상, 2023

  • Korean Artificial Intelligence Contest (Speech Recognition) 4th Ranked, Director's Award, National Information Society Agency (NIA), Republic of Korea [link], μž₯렀상, 지λŠ₯정보원(NIA) 원μž₯상, 2021

Publications πŸ“œ

Conference

International

  • (Best Paper Nominee) Enhancing Dialogue Speech Recognition with Robust Contextual Awareness via Noise Representation Learning [link]

    Wonjun Lee*, San Kim*, Gary Geunbae Lee

    ACL/ISCA Special Interest Group on Discourse and Dialogue (SIGDial), 2024

  • An Investigation Into Explainable Audio Hate Speech Detection [link]

    Wonjun Lee*, Jinmyeong An*, Yejin Jeon, Jungseul Ok, Yunsu Kim, Gary Geunbae Lee

    ACL/ISCA Special Interest Group on Discourse and Dialogue (SIGDial), 2024

  • Acoustic Feature Mixup for Balanced Multi-aspect Pronunciation Assessment [link]

    Heejin Do, Wonjun Lee, Gary Geunbae Lee

    INTERSPEECH, 2024

  • Optimizing Two-Pass Cross-Lingual Transfer Learning: Phoneme Recognition and Phoneme to Grapheme Translation [link]

    Wonjun Lee, Yunsu Kim and Gary Geunbae Lee

    IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU), 2023

  • Exploring the Viability of Synthetic Audio Data for Audio-Based Dialogue State Tracking [link]

    Jihyun Lee*, Yejin Jeon*, Wonjun Lee, Yunsu Kim and Gary Geunbae Lee

    IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU), 2023

Domestic

  • How to Use Speech Related Digital Biomarkers in Patients With Depressive Disorder [link]

    Wonjun Lee*, Seungyeon Seo*, Hyun Jeong Kim

    Digital Health Research (Korean Society of Digital Health)

  • ν•œκ΅­μ–΄ 자λͺ¨λ‹¨μœ„ μŒμ„±μΈμ‹ κ²°κ³Ό 후보정을 μœ„ν•œ 신경망 기반 자λͺ¨ 병합 방법둠

    μž„μ†”μ΄*, 이원쀀*, 이근배, κΉ€μœ€μˆ˜

    제35회 ν•œκΈ€ 및 ν•œκ΅­μ–΄ μ •λ³΄μ²˜λ¦¬ ν•™μˆ λŒ€νšŒλ…Όλ¬Έμ§‘ (HCLT), 2023

  • λ‹€κ΅­μ–΄ μŒμ„±μΈμ‹μ„ μœ„ν•œ 언어별 좜λ ₯ 계측 ꡬ쑰 Wav2Vec2.0

    이원쀀, 이근배

    제33회 ν•œκΈ€ 및 ν•œκ΅­μ–΄ μ •λ³΄μ²˜λ¦¬ ν•™μˆ λŒ€νšŒ 논문집 (HCLT), pp. 414-418, 2021

Pinned Loading

  1. srunit srunit Public

    Python 3

  2. deep-learning-project-template deep-learning-project-template Public template

    Forked from Lightning-AI/deep-learning-project-template

    Pytorch Lightning code guideline for conferences

    Python 1

  3. dockerfile-base dockerfile-base Public

    Shell 2 1

  4. prx prx Public

    Python 3 1