Lectures
"Applied-music Students' Processes for Composing with AI Composers and Mixing Engineers". panel discussion, 4th International Symposium of Music and Health Promotion, 2025-04-12. 〈應用音樂系學生與人工智慧之音樂創作及混音過程〉
"Generative Artificial Intelligence in Sound Technology". Department of Music, National Taitung University, 2023-10-23.〈聲響科技中的生成式人工智慧〉
"Towards a Course Framework of Music Data Science in Higher Education". special session 3, International Workshop of Education on Digital Humanities Innovative Application, National Chengchi University, 2021-12-16.〈高等教育中的音樂資料科學課程框架芻議〉
"Musical Talent Cultivation of Data Science". panel session 4, International Workshop of Education on Digital Humanities Innovative Application, National Chengchi University, 2020-12-10.〈資料科學音樂人才培育〉
"Music Enlightenment for Artificial Intelligence". Center of General Education, Chang Jung Christian University. 2020-11-26.〈人工智慧的音樂啟蒙〉
"Application and Practice of Digital and Online Instruction for Music Education". Department of Music, Tainan University of Technology. 2020-11-11.〈數位與線上教學在音樂教育的運用與實踐〉
"Music Technology Innovation from Labor Intelligence to Artificial Intelligence". Department of Music, National Sun Yat-sen University. 2018-06-13.〈從工人智慧到人工智慧的音樂科技創新〉
"AI's Impact on Spirit of Humanities: Talking from Music Technology". Institute of Music, National Chiao Tung University. 2018-04-17.〈從音樂科技漫談人工智慧對人文精神的衝擊〉
"Using Free Software and Internet Services to Realize Music Technology Aided Instruction". Winter Camp, Department of Music, Tainan University of Technology. 2018-01-21.〈以自由軟體及免費網路服務實現音樂科技輔助教學〉
"In Search of Musical Novelty and Diversity by Artificial Intelligence Aided Composition". Department of Music, National Tsing Hua University. 2017-12-28.〈以人工智慧輔助創作探尋音樂新穎性與多樣性〉
"Modern Music Technology: From Implements to Intelligence". Center of General Education, Chang Jung Christian University. 2016-08-19.〈當代音樂科技:從工具到智慧〉
"Dialogue Between Music and Technology: Grasp the Law of Nature and Make Use of It". Center of General Education, Chang Jung Christian University. 2013-04-30.〈音樂與科技的對話:制天命而用之〉
Courses
"Music Information Retrieval". Graduate Institute of Sound Technology, Tainan National University of the Arts. fall semester, 2024.
"Research Methods in Sound Technology". Graduate Institute of Sound Technology, Tainan National University of the Arts. fall semester, 2024.
"Introduction to Research Methods". Executive Master in Arts Administration, Tainan National University of the Arts. fall semester, 2024.
"Music Artificial Intelligence". Graduate Institute of Sound Technology, Tainan National University of the Arts. spring semester, 2024.
"Introduction to Data Science". Executive Master in Arts Administration, Tainan National University of the Arts. spring semester, 2024.
"AI-assisted Music Composition". Department of Applied Music, Tainan National University of the Arts. spring semester, 2024.
"Basic Financial Accounting". Department of Applied Music, Tainan National University of the Arts. spring semester, 2023.
"Basic Statistics". Department of Applied Music, Tainan National University of the Arts. fall semester, 2022.
"Audio Signal Processing". Graduate Institute of Ethnomusicology, Tainan National University of the Arts. spring semester, 2022.
"Big Data Analysis and Interpretation". Executive Master in Arts Administration, Tainan National University of the Arts. spring semester, 2022.
"Digital Marketing Tools". Executive Master in Arts Administration, Tainan National University of the Arts. fall semester, 2021.
"Modern Development of Music Technology". Center of General Education, Tainan National University of the Arts. fall semester, 2021.
"Music Data Science" series. Department of Applied Music, Tainan National University of the Arts. fall and spring semesters, 2020–2021.
"Seminar (II)" (Practice of Computer Music). In-service Master’s Program, Department of Music, Tainan University of Technology. spring semester, 2019.
"Critical Listening and Production Analysis (II)". Department of Applied Music, Tainan National University of the Arts. spring semester, 2018.
"Seminar (V)" (Interdisciplinary Study). Department of Music, Tainan University of Technology. spring semester, 2018.
"Seminar (IV)" (Modern Development of Music Technology). Department of Music, Tainan University of Technology. fall semester, 2017.
"Music Theory and Practice (IV)". Department of Music, University of California, San Diego. fall quarter, 2016.
Research
H.-M. Lin, "Exploring Unexploited Compositional Space in Intercultural, Cross-level, and Concurrence Features of Music," dissertation, University of California, San Diego, 2017.
H.-M. Lin and S. Dubnov, "Algorithmic Composition Parameter as Intercultural and Cross-level MIR Feature: The Susceptibility of Melodic Pitch Contour," in Proceedings of the 42nd International Computer Music Conference, Utrecht, 2016, pp. 357–362.
C.-Y. Liang, L. Su, Y.-H. Yang, and H.-M. Lin, "Musical Offset Detection of Pitched Instruments: The Case of Violin," in Proceedings of the 16th International Society for Music Information Retrieval Conference, Málaga, 2015, pp. 281–287.
H.-M. Lin and C.-M. Lin, "Harmonic Intonation Trainer: An Open Implementation in Pure Data," in Proceedings of the 15th International Conference on New Interfaces for Musical Expression, Baton Rouge, 2015, pp. 38–39.
L. Su, H.-M. Lin, and Y.-H. Yang, "Sparse Modeling of Magnitude and Phase-derived Spectra for Playing Technique Classification," IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 22, no. 12, pp. 2122–2132, 2014.
L. Su, H.-M. Lin, and Y.-H. Yang, "Sparse Modeling of Subtle Timbre: A Case Study on Violin Playing Technique," presented at the 9th Workshop on Computer Music and Audio Technology, Taoyuan, 2013.
H.-M. Lin, "Algorithmic Composition of Monophonic Pitches Based on Conservation of Energy in Melodic Contour," master's thesis, National Chiao Tung University, 2011.
H.-M. Lin and C.-F. Huang, "An Algorithmic Composition Method of Monophonic Pitches Based on the Frequency Relationship of Melody Motion," in Proceedings of the 36th International Computer Music Conference, Suffolk, NY, 2010, pp. 518–521.
H.-M. Lin and C.-F. Huang, "A Better Layout for Playing Melody by Cellphone Keypad," in Proceedings of the 4th Intelligent Living Technology Conference, Taichung, 2009, pp. 1555–1558.
Audiovisual Compositions