Speech / Language Processing EGO4D AVSD Challenge Utilized self-supervised embeddings and people tracking algorithms to identify who and where the speakers are in egocentric videos. (2023) TAIDE - Trustworthy AI Dialog Engine A trustworthy generative AI dialogue engine tailored for Taiwan. (2023-24) 1st COG-MHEAR AVSE Challenge A DCCRN-based Audio-visual Speech Enhancement Approach. Ranked 3rd place. (2022) Hahow Course Purchase Prediction Challenge Purchase prediction system ensembling IR, ML, and statistical models. Ranked 3rd place. (2022) Misc. Judge A Book By Its Cover Is it possilbe to predict people's preference of books only with its cover? (2024) Teaching High School English - Collocations and Chunking Integrated translation and LLM assistance to enhance learning outcomes. The students loved it! (2023) Uncovering Languages x CrashCourse Linguistics The content of Uncovering Languages, a popular course in NTU, and CrashCourse's fun and brilliant linguistics series, combined. (2021) Promoting NTU Specialization Program A collaboration with Center for Teaching and Learning Development & Digital Learning Center, National Taiwan University. (2021)