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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 and speech/text fundation models.

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 2024PaperGitHub
  2. HypR: A comprehensive study for ASR hypothesis revising with a reference corpus
    Yi-Wei WangKe-Han LuKuan-Yu Chen
    preprintPaperGitHub
  3. A Context-aware Knowledge Transferring Strategy for CTC-based ASR
    Ke-Han LuKuan-Yu Chen
    IEEE SLT 2022PaperGitHub
  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 ProcessingPaper
  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 2021PaperVideoLeaderBoard
  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 ProcessingPaper
  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 ProcessingPaper

Education

  • National Taiwan University
    • Ph.D. in Communication Engineering
    • Feb 2023 - Present
  • National Taiwan University of Science and Technology
    • M.S. in Computer Science and Information Engineering
      • Sep 2020 - Feb 2023
    • B.S. in Computer Science and Information Engineering
      • Sep 2016 - Jun 2020

Award

  • NSTC Graduate Research Fellowship(NSTC-GRF)