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Ke-Han Lu

Hi, I am Ke-Han Lu. I am currently a Ph.D. student at National Taiwan University, Supervised by Prof. Hung-Yi Lee. My research interest are in the area of automatic speech recognition models, speech/text fundation models and knowledge transferring.

I received my M.S. degree and B.S degree from the department of Computer Science and Information Engineering (CSIE) at the National Taiwan University of Science and Technology (TaiwanTech), supervised by Prof. Kuan-Yu Chen.

Publications

  1. Dynamic-SUPERB: Towards A Dynamic, Collaborative, and Comprehensive Instruction-Tuning Benchmark for Speech
    Chien-yu HuangKe-Han LuShih-Heng WangChi-Yuan HsiaoChun-Yi KuanHaibin WuSiddhant AroraKai-Wei ChangJiatong ShiYifan PengRoshan SharmaShinji WatanabeBhiksha RamakrishnanShady ShehataHung-yi Lee
    ICASSP 2024GitHub
  2. HypR: A comprehensive study for ASR hypothesis revising with a reference corpus
    Yi-Wei WangKe-Han LuKuan-Yu Chen
    preprintGitHub
  3. A Context-aware Knowledge Transferring Strategy for CTC-based ASR
    Ke-Han LuKuan-Yu Chen
    IEEE SLT 2022GitHub
  4. Non-autoregressive ASR Modeling using Pre-trained Language Models for Chinese Speech Recognition
    Fu-Hao YuKuan-Yu ChenKe-Han Lu
    IEEE/ACM Transactions on Audio, Speech, and Language Processing
  5. A Transformer-based Cross-modal Fusion Model with Adversarial Training for VQA Challenge 2021
    Ke-Han LuBo-Han FangKuan-Yu Chen
    Poster spotlight, VQA workshop, CVPR 2021VideoLeaderBoard
  6. ntust-nlp-2 at ROCLING-2021 Shared Task: BERT-based semantic analyzer with word-level information
    Ke-Han LuKuan-Yu Chen
    ROCLING 2021: Conference on Computational Linguistics and Speech Processing
  7. A Preliminary Study of Formosa Speech Recognition Challenge 2020 – Taiwanese ASR
    Fu-Hao YuKe-Han LuYi-Wei WangWei-Zhe ChangWei-Kai HuangKuan-Yu Chen
    International Journal of Computational Linguistics and Chinese Language Processing

Education

  • National Taiwan University of Science and Technology, Taiwan
    • Master's degree, Computer Science and Information Engineering
    • 2020.09 ~ 2023.02
  • National Taiwan University of Science and Technology, Taiwan
    • Bachelor's degree, Computer Science and Information Engineering
    • 2016.09 ~ 2020.06